From f364d2c229de996033319e4fa18a50d1b618d955 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 12 Jan 2023 10:48:01 +0800 Subject: [PATCH 001/482] fateflow: add federation conf Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/pulsar_route_table.yaml | 22 ++++++++++++++++++++++ conf/rabbitmq_route_table.yaml | 6 ++++++ 2 files changed, 28 insertions(+) create mode 100644 conf/pulsar_route_table.yaml create mode 100644 conf/rabbitmq_route_table.yaml diff --git a/conf/pulsar_route_table.yaml b/conf/pulsar_route_table.yaml new file mode 100644 index 000000000..3783a8805 --- /dev/null +++ b/conf/pulsar_route_table.yaml @@ -0,0 +1,22 @@ +9999: + # host can be a domain like 9999.fate.org + host: 172.16.153.37 + port: 6650 + sslPort: 6651 + # set proxy address for this pulsar cluster + proxy: "" + +10000: + # host can be a domain like 10000.fate.org + host: 172.16.153.37 + port: 6650 + sslPort: 6651 + proxy: "" + +default: + # compose host and proxy for party that does not exist in route table + # in this example, the host for party 8888 will be 8888.fate.org + proxy: "proxy.fate.org:443" + domain: "fate.org" + brokerPort: 6650 + brokerSslPort: 6651 \ No newline at end of file diff --git a/conf/rabbitmq_route_table.yaml b/conf/rabbitmq_route_table.yaml new file mode 100644 index 000000000..b1fee9d09 --- /dev/null +++ b/conf/rabbitmq_route_table.yaml @@ -0,0 +1,6 @@ +9999: + host: 192.168.0.4 + port: 5672 +10000: + host: 192.168.0.3 + port: 5672 From c27cc0837c6e55e7cb07d48e5498d348c2a02894 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 12 Jan 2023 10:48:30 +0800 Subject: [PATCH 002/482] fateflow: fix federation bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/parser/default/_parser.py | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 43ec4fe3b..92f19ccee 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -31,8 +31,8 @@ from fate_flow.manager.output_manager import OutputDataTracking from fate_flow.operation.job_saver import JobSaver from fate_flow.runtime.job_default_config import JobDefaultConfig -from fate_flow.settings import ENGINES, LOCAL_DATA_STORE_PATH, BASE_URI, PROXY -from fate_flow.utils import job_utils +from fate_flow.settings import ENGINES, LOCAL_DATA_STORE_PATH, BASE_URI, PROXY, FATE_FLOW_CONF_PATH +from fate_flow.utils import job_utils, file_utils from fate_flow.entity.engine_types import StorageEngine, EngineType, FederationEngine from fate_flow.entity.scheduler_structures import SchedulerInfoSpec from fate_flow.utils.log_utils import schedule_logger @@ -305,15 +305,21 @@ def generate_federation_conf(self): osx_config=OSXFederationSpec.MetadataSpec.OSXConfig(**proxy_conf) )) elif engine_name == FederationEngine.PULSAR: + route_table_path = os.path.join(FATE_FLOW_CONF_PATH, "pulsar_route_table.yaml") + route_table = file_utils.load_yaml_conf(conf_path=route_table_path) spec = PulsarFederationSpec(type=engine_name, metadata=PulsarFederationSpec.MetadataSpec( federation_id=self.federation_id, parties=parties, + route_table=route_table, pulsar_config=PulsarFederationSpec.MetadataSpec.PulsarConfig(**proxy_conf) )) elif engine_name == FederationEngine.RABBITMQ: + route_table_path = os.path.join(FATE_FLOW_CONF_PATH, "rabbitmq_route_table.yaml") + route_table = file_utils.load_yaml_conf(conf_path=route_table_path) spec = RabbitMQFederationSpec(type=engine_name, metadata=RabbitMQFederationSpec.MetadataSpec( federation_id=self.federation_id, parties=parties, + route_table=route_table, rabbitmq_config=RabbitMQFederationSpec.MetadataSpec.RabbitMQConfig(**proxy_conf) )) else: From fcbe1f475b7fab7cfeb250dc7a1b0ba873e30cf6 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 12 Jan 2023 14:09:59 +0800 Subject: [PATCH 003/482] fix federation bug Signed-off-by: zhihuiwan <15779896112@163.com> --- .../hub/parser/default/_federation.py | 33 ++++++++++++++----- .../fate_flow/hub/parser/default/_parser.py | 18 ++++++---- 2 files changed, 36 insertions(+), 15 deletions(-) diff --git a/python/fate_flow/hub/parser/default/_federation.py b/python/fate_flow/hub/parser/default/_federation.py index a05c1c6dd..6d0b49a3a 100644 --- a/python/fate_flow/hub/parser/default/_federation.py +++ b/python/fate_flow/hub/parser/default/_federation.py @@ -12,6 +12,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import ipaddress from typing import Dict, List, Literal, Optional import pydantic @@ -39,15 +40,15 @@ class MetadataSpec(pydantic.BaseModel): metadata: MetadataSpec -class RollsiteFederationSpec(pydantic.BaseModel): +class RollSiteFederationSpec(pydantic.BaseModel): class MetadataSpec(pydantic.BaseModel): - class RollsiteConfig(pydantic.BaseModel): + class RollSiteConfig(pydantic.BaseModel): host: str port: int federation_id: str parties: FederationPartiesSpec - rollsite_config: RollsiteConfig + rollsite_config: RollSiteConfig type: Literal["rollsite"] metadata: MetadataSpec @@ -63,8 +64,8 @@ class RabbitMQConfig(pydantic.BaseModel): host: str port: int mng_port: int - base_user: str - base_password: str + user: str + password: str max_message_size: Optional[int] = None mode: str = "replication" @@ -81,12 +82,28 @@ class RabbitMQConfig(pydantic.BaseModel): class PulsarFederationSpec(pydantic.BaseModel): class MetadataSpec(pydantic.BaseModel): + class RouteTable(pydantic.BaseModel): + class Route(pydantic.BaseModel): + host: str + port: int + sslPort: int + proxy: str = "" + + class Default(pydantic.BaseModel): + domain: str + brokerPort: int + brokerSslPort: int + proxy: str = "" + + route: Dict[str, Route] + default: Optional[Default] = None + class PulsarConfig(pydantic.BaseModel): host: str port: int mng_port: int - base_user: Optional[str] = None - base_password: Optional[str] = None + user: Optional[str] = None + password: Optional[str] = None max_message_size: Optional[int] = None mode: str = "replication" topic_ttl: Optional[int] = None @@ -95,7 +112,7 @@ class PulsarConfig(pydantic.BaseModel): federation_id: str parties: FederationPartiesSpec - route_table: dict + route_table: RouteTable pulsar_config: PulsarConfig pulsar_run: dict = {} connection: dict = {} diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 92f19ccee..24a549965 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -20,7 +20,7 @@ from pydantic import BaseModel from typing import Dict, Union -from ._federation import StandaloneFederationSpec, RollsiteFederationSpec, OSXFederationSpec, PulsarFederationSpec, \ +from ._federation import StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, PulsarFederationSpec, \ RabbitMQFederationSpec from ._structures import ComponentSpec, RuntimeInputDefinition, ModelWarehouseChannelSpec, InputChannelSpec, DAGSchema,\ RuntimeTaskOutputChannelSpec, TaskScheduleSpec, TaskRuntimeInputSpec, IOArtifact, OutputSpec, \ @@ -229,9 +229,9 @@ def get_output_data_store_conf(self): _format = JobDefaultConfig.task_default_conf.get("output").get("data").get("format") if ENGINES.get(EngineType.STORAGE) in [StorageEngine.STANDALONE, StorageEngine.LOCALFS]: - os.makedirs(os.path.join(LOCAL_DATA_STORE_PATH, self.execution_id), exist_ok=True) + os.makedirs(os.path.join(LOCAL_DATA_STORE_PATH, self.job_id, self.execution_id), exist_ok=True) return OutputDataSpec(type=_type, metadata={ - "uri": f"file:///{LOCAL_DATA_STORE_PATH}/{self.execution_id}", + "uri": f"file:///{LOCAL_DATA_STORE_PATH}/{self.job_id}/{self.execution_id}", "format": _format }) elif ENGINES.get(EngineType.STORAGE) == StorageEngine.EGGROLL: @@ -293,10 +293,10 @@ def generate_federation_conf(self): spec = StandaloneFederationSpec(type=engine_name, metadata=StandaloneFederationSpec.MetadataSpec( federation_id=self.federation_id, parties=parties)) elif engine_name == FederationEngine.ROLLSITE: - spec = RollsiteFederationSpec(type=engine_name, metadata=RollsiteFederationSpec.MetadataSpec( + spec = RollSiteFederationSpec(type=engine_name, metadata=RollSiteFederationSpec.MetadataSpec( federation_id=self.federation_id, parties=parties, - rollsite_config=RollsiteFederationSpec.MetadataSpec.RollsiteConfig(**proxy_conf) + rollsite_config=RollSiteFederationSpec.MetadataSpec.RollSiteConfig(**proxy_conf) )) elif engine_name == FederationEngine.OSX: spec = OSXFederationSpec(type=engine_name, metadata=OSXFederationSpec.MetadataSpec( @@ -307,10 +307,14 @@ def generate_federation_conf(self): elif engine_name == FederationEngine.PULSAR: route_table_path = os.path.join(FATE_FLOW_CONF_PATH, "pulsar_route_table.yaml") route_table = file_utils.load_yaml_conf(conf_path=route_table_path) + spec = PulsarFederationSpec(type=engine_name, metadata=PulsarFederationSpec.MetadataSpec( federation_id=self.federation_id, parties=parties, - route_table=route_table, + route_table=PulsarFederationSpec.MetadataSpec.RouteTable( + route={k: PulsarFederationSpec.MetadataSpec.RouteTable.Route(**v) for k, v in route_table.items() if k!= "default"}, + default=PulsarFederationSpec.MetadataSpec.RouteTable.Default(**route_table.get("default", {})) if route_table.get("default") else None + ), pulsar_config=PulsarFederationSpec.MetadataSpec.PulsarConfig(**proxy_conf) )) elif engine_name == FederationEngine.RABBITMQ: @@ -319,7 +323,7 @@ def generate_federation_conf(self): spec = RabbitMQFederationSpec(type=engine_name, metadata=RabbitMQFederationSpec.MetadataSpec( federation_id=self.federation_id, parties=parties, - route_table=route_table, + route_table={k: RabbitMQFederationSpec.MetadataSpec.RouteTable(**v) for k, v in route_table.items()}, rabbitmq_config=RabbitMQFederationSpec.MetadataSpec.RabbitMQConfig(**proxy_conf) )) else: From 71c95883c4333554ec5b48db5f39378eb29ba8f6 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 12 Jan 2023 15:39:26 +0800 Subject: [PATCH 004/482] update party id type Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/parser/default/_structures.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/python/fate_flow/hub/parser/default/_structures.py b/python/fate_flow/hub/parser/default/_structures.py index 65821a331..6256bc26b 100644 --- a/python/fate_flow/hub/parser/default/_structures.py +++ b/python/fate_flow/hub/parser/default/_structures.py @@ -92,7 +92,7 @@ class TaskScheduleSpec(BaseModel): component: Optional[str] role: Optional[str] stage: Optional[str] - party_id: Optional[Union[str, int]] + party_id: Optional[str] inputs: Optional[TaskRuntimeInputSpec] conf: RuntimeConfSpec @@ -142,7 +142,7 @@ class RuntimeInputDefinition(BaseModel): # dag class PartySpec(BaseModel): role: Union[Literal["guest", "host", "arbiter"]] - party_id: List[Union[str, int]] + party_id: List[str] class RuntimeTaskOutputChannelSpec(BaseModel): @@ -193,8 +193,8 @@ class TaskConfSpec(BaseModel): class JobConfSpec(BaseModel): - scheduler_party_id: Optional[Union[str, int]] - initiator_party_id: Optional[Union[str, int]] + scheduler_party_id: Optional[str] + initiator_party_id: Optional[str] inherit: Optional[Dict[str, Any]] task_parallelism: Optional[int] task_cores: Optional[int] From a338a6f73bc282ad154c6ea18251c29e72cda156 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 12 Jan 2023 15:39:55 +0800 Subject: [PATCH 005/482] fateflow: fix exception return Signed-off-by: zhihuiwan <15779896112@163.com> --- python/ofx/api/models/resource.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/python/ofx/api/models/resource.py b/python/ofx/api/models/resource.py index 1da39ee2e..ea1054a3b 100644 --- a/python/ofx/api/models/resource.py +++ b/python/ofx/api/models/resource.py @@ -212,6 +212,8 @@ def federated_command(self, job_id, src_role, src_party_id, dest_role, dest_part "code": FEDERATED_ERROR, "message": "Federated schedule error, {}".format(e) } + if only_scheduler: + return response federated_response[dest_role][dest_party_id] = response def job_command(self, job_id, roles, command, command_body=None, parallel=False): From 836cccebe556d6a2507077d348b1701d28a7f8c1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 12 Jan 2023 18:51:35 +0800 Subject: [PATCH 006/482] fateflow: spark submit Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/computing/_spark.py | 23 +------ python/fate_flow/manager/worker_manager.py | 40 +++++------ python/fate_flow/utils/process_utils.py | 5 +- python/fate_flow/worker/executor.py | 36 ++++++++++ python/fate_flow/worker/task_executor.py | 73 --------------------- 5 files changed, 63 insertions(+), 114 deletions(-) create mode 100644 python/fate_flow/worker/executor.py delete mode 100644 python/fate_flow/worker/task_executor.py diff --git a/python/fate_flow/engine/computing/_spark.py b/python/fate_flow/engine/computing/_spark.py index da3b74b53..2ff4d4da9 100644 --- a/python/fate_flow/engine/computing/_spark.py +++ b/python/fate_flow/engine/computing/_spark.py @@ -55,28 +55,9 @@ def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_d process_cmd.append(f"--conf") process_cmd.append(f"{ck}={cv}") extra_env = {"SPARK_HOME": spark_home} - worker_name = WorkerName.TASK_EXECUTOR - worker_id, config_dir, _ = WorkerManager.get_process_dirs(worker_name=worker_name, - job_id=task.f_job_id, - role=task.f_role, - party_id=task.f_party_id, - task=task) - config_path, _ = WorkerManager.get_config(config_dir=config_dir, config=run_parameters) - # todo: generate main path - main_path = "/data/projects/fate/python/fate/components/__main__.py" - cmd = [ - main_path, - "component", - "execute", - "--process-tag", - task.f_execution_id, - "--config", - config_path - ] - process_cmd.extend(cmd) - return WorkerManager.start_task_worker(worker_name=worker_name, task=task, + return WorkerManager.start_task_worker(worker_name=WorkerName.TASK_EXECUTOR, task=task, task_parameters=run_parameters, - extra_env=extra_env, process_cmd=process_cmd, worker_id=worker_id) + extra_env=extra_env, executable=process_cmd) def kill(self, task): kill_status_code = process_utils.kill_task_executor_process(task) diff --git a/python/fate_flow/manager/worker_manager.py b/python/fate_flow/manager/worker_manager.py index 9bdfbb2d7..735e6f46f 100644 --- a/python/fate_flow/manager/worker_manager.py +++ b/python/fate_flow/manager/worker_manager.py @@ -34,9 +34,8 @@ def start_general_worker(cls, worker_name: WorkerName, job_id="", role="", party @classmethod def start_task_worker(cls, worker_name, task: Task, task_parameters, executable: list = None, - extra_env: dict = None, process_cmd=None, worker_id=None, **kwargs): + extra_env: dict = None, **kwargs): worker_id, config_dir, log_dir = cls.get_process_dirs( - worker_id=worker_id, worker_name=worker_name, job_id=task.f_job_id, role=task.f_role, @@ -45,23 +44,26 @@ def start_task_worker(cls, worker_name, task: Task, task_parameters, executable: env = cls.get_env(task.f_job_id, task.f_provider_info) config_path, result_path = cls.get_config(config_dir=config_dir, config=task_parameters) specific_cmd = [] - if not process_cmd: - if executable: - process_cmd = executable - else: - process_cmd = [env.get("PYTHON_ENV") or sys.executable or "python3"] - common_cmd = [ - "-m", - "fate.components", - "component", - "execute", - "--process-tag", - task.f_execution_id, - "--config", - config_path - ] - process_cmd.extend(common_cmd) - process_cmd.extend(specific_cmd) + if worker_name is WorkerName.TASK_EXECUTOR: + from fate_flow.worker.executor import Submit + module_file_path = sys.modules[Submit.__module__].__file__ + else: + raise Exception(f"not support {worker_name} worker") + if executable: + process_cmd = executable + else: + process_cmd = [env.get("PYTHON_ENV") or sys.executable or "python3"] + common_cmd = [ + module_file_path, + "component", + "execute", + "--process-tag", + task.f_execution_id, + "--config", + config_path + ] + process_cmd.extend(common_cmd) + process_cmd.extend(specific_cmd) p = process_utils.run_subprocess(job_id=task.f_job_id, config_dir=config_dir, process_cmd=process_cmd, added_env=env, log_dir=log_dir, cwd_dir=config_dir, process_name=worker_name.value, process_id=worker_id) diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index 5fe065f0e..0d1d4175c 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -91,7 +91,10 @@ def check_process(pid, task: Task = None, expected_cmdline: list = None): ret = True if ret and task is not None: p = get_process_instance(pid) - return is_task_executor_process(task=task, process=p) + if p: + return True + else: + return False elif ret and expected_cmdline is not None: p = get_process_instance(pid) try: diff --git a/python/fate_flow/worker/executor.py b/python/fate_flow/worker/executor.py new file mode 100644 index 000000000..e328347f2 --- /dev/null +++ b/python/fate_flow/worker/executor.py @@ -0,0 +1,36 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import argparse + +from fate_flow.entity import BaseEntity +from fate_flow.utils.log import getLogger + + +class Submit: + @staticmethod + def run(): + import click + from fate.components.entrypoint.clean_cli import clean + from fate.components.entrypoint.component_cli import component + + cli = click.Group() + cli.add_command(component) + cli.add_command(clean) + cli(prog_name="python -m fate.component") + + +if __name__ == "__main__": + Submit.run() diff --git a/python/fate_flow/worker/task_executor.py b/python/fate_flow/worker/task_executor.py deleted file mode 100644 index f5d112185..000000000 --- a/python/fate_flow/worker/task_executor.py +++ /dev/null @@ -1,73 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -import argparse - -from fate_flow.entity import BaseEntity -from fate_flow.utils.log import getLogger - -LOGGER = getLogger() - - -class WorkerArgs(BaseEntity): - def __init__(self, **kwargs): - self.job_id = kwargs.get("job_id") - self.task_name = kwargs.get("task_name") - self.task_id = kwargs.get("task_id") - self.task_version = kwargs.get("task_version") - self.role = kwargs.get("role") - self.party_id = kwargs.get("party_id") - - -class TaskExecutor: - def __init__(self): - self.args: WorkerArgs = None - self.run_pid = None - self.report_info = {} - - def run(self): - self.args = self.get_args() - self.report_info.update({ - "job_id": self.args.job_id, - "task_id": self.args.task_id, - "task_version": self.args.task_version, - "role": self.args.role, - "party_id": self.args.party_id, - "status": "success" - }) - LOGGER.info("task test success") - - @staticmethod - def get_args(**kwargs): - if kwargs: - return WorkerArgs(**kwargs) - else: - parser = argparse.ArgumentParser() - for arg in WorkerArgs().to_dict(): - parser.add_argument(f"--{arg}", required=False) - return WorkerArgs(**parser.parse_args().__dict__) - - def report_task_info_to_driver(self): - LOGGER.info(f"report info: {self.report_info}") - import requests - url = "http://127.0.0.1:9380/v2/worker/task/report" - response = requests.post(url, json=self.report_info) - LOGGER.info(response.text) - -if __name__ == '__main__': - worker = TaskExecutor() - worker.run() - worker.report_task_info_to_driver() - From 87e2bf9d5f4d166eea47a0dfe67c29dcc5346739 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 13 Jan 2023 14:04:16 +0800 Subject: [PATCH 007/482] fateflow: update examples Signed-off-by: zhihuiwan <15779896112@163.com> --- examples/lr/eggroll/lr_predict_dag.yaml | 6 +++--- examples/lr/eggroll/lr_train_dag.yaml | 4 ++-- examples/lr/standalone/lr_predict_dag.yaml | 3 +-- examples/lr/standalone/lr_train_dag.yaml | 1 - 4 files changed, 6 insertions(+), 8 deletions(-) diff --git a/examples/lr/eggroll/lr_predict_dag.yaml b/examples/lr/eggroll/lr_predict_dag.yaml index 0dd2efc88..97a73d795 100644 --- a/examples/lr/eggroll/lr_predict_dag.yaml +++ b/examples/lr/eggroll/lr_predict_dag.yaml @@ -1,8 +1,9 @@ dag: conf: - model_id: '202301091713489205530' + model_id: 'xxx' model_version: '0' task_parallelism: 1 + scheduler_party_id: '9999' parties: - party_id: - '9999' @@ -11,7 +12,7 @@ dag: - '10000' role: host - party_id: - - '10001' + - '10000' role: arbiter party_tasks: guest_9999: @@ -36,7 +37,6 @@ dag: parameters: path: eggroll:///experiment/host format: raw_table - scheduler_party_id: '10001' stage: predict tasks: intersection_0: diff --git a/examples/lr/eggroll/lr_train_dag.yaml b/examples/lr/eggroll/lr_train_dag.yaml index 1308d0f35..8724aacf8 100644 --- a/examples/lr/eggroll/lr_train_dag.yaml +++ b/examples/lr/eggroll/lr_train_dag.yaml @@ -1,6 +1,7 @@ dag: conf: task_parallelism: 1 + scheduler_party_id: '9999' parties: - party_id: - '9999' @@ -9,7 +10,7 @@ dag: - '10000' role: host - party_id: - - '10001' + - '10000' role: arbiter party_tasks: guest_9999: @@ -38,7 +39,6 @@ dag: parameters: path: eggroll:///experiment/host format: raw_table - scheduler_party_id: '10001' stage: train tasks: evaluation_0: diff --git a/examples/lr/standalone/lr_predict_dag.yaml b/examples/lr/standalone/lr_predict_dag.yaml index 1fa421bcb..f0f8b1d22 100644 --- a/examples/lr/standalone/lr_predict_dag.yaml +++ b/examples/lr/standalone/lr_predict_dag.yaml @@ -1,6 +1,6 @@ dag: conf: - model_id: '202301091713489205530' + model_id: 'xxx' model_version: '0' task_parallelism: 1 parties: @@ -45,7 +45,6 @@ dag: id_name: id label_name: null path: file:///Users/tonly/FATE/examples/data/breast_hetero_host.csv - scheduler_party_id: '10001' stage: predict tasks: intersection_0: diff --git a/examples/lr/standalone/lr_train_dag.yaml b/examples/lr/standalone/lr_train_dag.yaml index 2ea36588e..752808270 100644 --- a/examples/lr/standalone/lr_train_dag.yaml +++ b/examples/lr/standalone/lr_train_dag.yaml @@ -47,7 +47,6 @@ dag: id_name: id label_name: null path: file:///Users/tonly/FATE/examples/data/breast_hetero_host.csv - scheduler_party_id: '10001' stage: train tasks: evaluation_0: From eb72d77d2f2d51fc76b7ffef42da4ff4f173daba Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 13 Jan 2023 14:04:26 +0800 Subject: [PATCH 008/482] fateflow: update config Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/service_conf.yaml | 19 +------------------ 1 file changed, 1 insertion(+), 18 deletions(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index 82421c528..c789457a2 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -5,14 +5,6 @@ fateflow: host: 127.0.0.1 http_port: 9380 grpc_port: 9360 - # when you have multiple fateflow server on one party, - # we suggest using nginx for load balancing. - nginx: - host: - http_port: - grpc_port: - # use random instance_id instead of {host}:{http_port} - random_instance_id: false proxy_name: rollsite database: name: fate_flow @@ -22,12 +14,6 @@ database: port: 3306 max_connections: 100 stale_timeout: 30 -zookeeper: - hosts: - - 127.0.0.1:2181 - use_acl: false - user: fate - password: fate # engine services default_engines: computing: standalone @@ -80,7 +66,4 @@ computing: # default use SPARK_HOME environment variable home: cores_per_node: 20 - nodes: 2 -servings: - hosts: - - 127.0.0.1:8000 \ No newline at end of file + nodes: 2 \ No newline at end of file From 287f951eaf99139ffd9bc9f76facada064dea10a Mon Sep 17 00:00:00 2001 From: Jat Date: Mon, 16 Jan 2023 09:31:09 +0800 Subject: [PATCH 009/482] ContainerdWorkerManager Signed-off-by: Jat --- conf/service_conf.yaml | 13 +- examples/lr/eggroll/lr_predict_dag.yaml | 1 - examples/lr/eggroll/lr_train_dag.yaml | 1 - examples/lr/standalone/lr_predict_dag.yaml | 5 +- examples/lr/standalone/lr_train_dag.yaml | 5 +- examples/test/job.py | 4 - examples/upload/data/breast_hetero_guest.csv | 570 ------------------ examples/upload/data/breast_hetero_host.csv | 570 ------------------ examples/upload/upload_guest.json | 4 +- examples/upload/upload_host.json | 4 +- python/fate_flow/apps/__init__.py | 35 +- python/fate_flow/engine/computing/_eggroll.py | 8 +- python/fate_flow/engine/computing/_session.py | 11 +- .../manager/containerd_worker_manager.py | 82 +++ python/fate_flow/manager/docker_manager.py | 46 ++ python/fate_flow/manager/k8s_manager.py | 67 ++ python/fate_flow/manager/k8s_template.yaml | 17 + python/fate_flow/settings.py | 1 + python/fate_flow/utils/file_utils.py | 2 - 19 files changed, 260 insertions(+), 1186 deletions(-) delete mode 100644 examples/upload/data/breast_hetero_guest.csv delete mode 100644 examples/upload/data/breast_hetero_host.csv create mode 100644 python/fate_flow/manager/containerd_worker_manager.py create mode 100644 python/fate_flow/manager/docker_manager.py create mode 100644 python/fate_flow/manager/k8s_manager.py create mode 100644 python/fate_flow/manager/k8s_template.yaml diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index 82421c528..6bbeb4ff3 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -83,4 +83,15 @@ computing: nodes: 2 servings: hosts: - - 127.0.0.1:8000 \ No newline at end of file + - 127.0.0.1:8000 +worker: + type: native + fate_root: /data/projects/fate + docker: + config: + # https://docker-py.readthedocs.io/en/stable/client.html#docker.client.DockerClient + base_url: unix:///var/run/docker.sock + image: federatedai/fate_algorithm:2.0-alpha + k8s: + config: + image: diff --git a/examples/lr/eggroll/lr_predict_dag.yaml b/examples/lr/eggroll/lr_predict_dag.yaml index 0dd2efc88..057176fe6 100644 --- a/examples/lr/eggroll/lr_predict_dag.yaml +++ b/examples/lr/eggroll/lr_predict_dag.yaml @@ -96,4 +96,3 @@ dag: role: host stage: default schema_version: 2.0.0.alpha - diff --git a/examples/lr/eggroll/lr_train_dag.yaml b/examples/lr/eggroll/lr_train_dag.yaml index 1308d0f35..1af8c2b95 100644 --- a/examples/lr/eggroll/lr_train_dag.yaml +++ b/examples/lr/eggroll/lr_train_dag.yaml @@ -133,4 +133,3 @@ dag: role: host stage: default schema_version: 2.0.0.alpha - diff --git a/examples/lr/standalone/lr_predict_dag.yaml b/examples/lr/standalone/lr_predict_dag.yaml index 1fa421bcb..f0256a937 100644 --- a/examples/lr/standalone/lr_predict_dag.yaml +++ b/examples/lr/standalone/lr_predict_dag.yaml @@ -29,7 +29,7 @@ dag: id_name: id label_name: y label_type: float32 - path: file:///Users/tonly/FATE/examples/data/breast_hetero_guest.csv + path: file:///data/projects/fate/examples/data/breast_hetero_guest.csv host_10000: parties: - party_id: @@ -44,7 +44,7 @@ dag: format: csv id_name: id label_name: null - path: file:///Users/tonly/FATE/examples/data/breast_hetero_host.csv + path: file:///data/projects/fate/examples/data/breast_hetero_host.csv scheduler_party_id: '10001' stage: predict tasks: @@ -105,4 +105,3 @@ dag: role: host stage: default schema_version: 2.0.0.alpha - diff --git a/examples/lr/standalone/lr_train_dag.yaml b/examples/lr/standalone/lr_train_dag.yaml index 2ea36588e..a39a38be8 100644 --- a/examples/lr/standalone/lr_train_dag.yaml +++ b/examples/lr/standalone/lr_train_dag.yaml @@ -29,7 +29,7 @@ dag: id_name: id label_name: y label_type: float32 - path: file:///Users/tonly/FATE/examples/data/breast_hetero_guest.csv + path: file:///data/projects/fate/examples/data/breast_hetero_guest.csv host_10000: conf: test_reader_guest: 2 @@ -46,7 +46,7 @@ dag: format: csv id_name: id label_name: null - path: file:///Users/tonly/FATE/examples/data/breast_hetero_host.csv + path: file:///data/projects/fate/examples/data/breast_hetero_host.csv scheduler_party_id: '10001' stage: train tasks: @@ -142,4 +142,3 @@ dag: role: host stage: default schema_version: 2.0.0.alpha - diff --git a/examples/test/job.py b/examples/test/job.py index ee23bbcde..4b2a707ea 100644 --- a/examples/test/job.py +++ b/examples/test/job.py @@ -27,7 +27,3 @@ def query_task(job_id, role, party_id, task_name): uri = "/job/task/query" response = requests.post(base+uri, json={"job_id": job_id, "role": role, "party_id": party_id, "task_name": task_name}) print(response.text) - - - - diff --git a/examples/upload/data/breast_hetero_guest.csv b/examples/upload/data/breast_hetero_guest.csv deleted file mode 100644 index b78d88dbb..000000000 --- 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-115,-0.624062,0.521345,-0.635937,-0.615148,0.093918,-0.489914,-0.697043,-0.743876,-0.451325,-0.121575,-0.336999,-0.533695,-0.428726,-0.342062,0.254017,-0.022811,-0.449069,-0.662649,-0.939848,0.023110 -2,1.579888,0.456187,1.566503,1.558884,0.942210,1.052926,1.363478,2.037231,0.939685,-0.398008,1.228676,-0.780083,0.850928,1.181336,-0.297005,0.814974,0.213076,1.424827,0.237036,0.293559 -39,-0.183840,0.356123,-0.147009,-0.272150,0.372887,0.400995,0.219721,0.141115,-0.334494,0.197386,-0.693589,-1.134788,-0.653965,-0.480013,-0.558016,-0.172595,-0.046543,0.133639,-0.819980,-0.229940 diff --git a/examples/upload/upload_guest.json b/examples/upload/upload_guest.json index b9c0ea5e9..45cfd27f7 100644 --- a/examples/upload/upload_guest.json +++ b/examples/upload/upload_guest.json @@ -1,5 +1,5 @@ { - "file": "/data/projects/fate/fateflow/examples/upload/data/breast_hetero_guest.csv", + "file": "/data/projects/fate/examples/data/breast_hetero_guest.csv", "head": 1, "partitions": 4, "namespace": "experiment", @@ -12,4 +12,4 @@ "dtype": "float32", "label_type": "float32" } -} \ No newline at end of file +} diff --git a/examples/upload/upload_host.json b/examples/upload/upload_host.json index ef72f3c48..7f8369094 100644 --- a/examples/upload/upload_host.json +++ b/examples/upload/upload_host.json @@ -1,5 +1,5 @@ { - "file": "/data/projects/fate/fateflow/examples/upload/data/breast_hetero_host.csv", + "file": "/data/projects/fate/examples/data/breast_hetero_host.csv", "head": 1, "partitions": 4, "namespace": "experiment", @@ -10,4 +10,4 @@ "delimiter": ",", "dtype": "float32" } -} \ No newline at end of file +} diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index 8bb6c14d3..6558dfda3 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -20,14 +20,13 @@ from flask import Blueprint, Flask from werkzeug.wrappers.request import Request +from fate_flow.settings import API_VERSION, getLogger +from fate_flow.utils.api_utils import args_error_response, server_error_response +from fate_flow.utils.base_utils import CustomJSONEncoder -from fate_flow.settings import API_VERSION, stat_logger, getLogger -from fate_flow.utils.api_utils import server_error_response, args_error_response __all__ = ['app'] -from fate_flow.utils.base_utils import CustomJSONEncoder - logger = getLogger('flask.app') Request.json = property(lambda self: self.get_json(force=True, silent=True)) @@ -38,32 +37,26 @@ app.errorhandler(Exception)(server_error_response) app.json_encoder = CustomJSONEncoder -pages_dir = [ - Path(__file__).parent / 'client', - Path(__file__).parent / 'partner', - Path(__file__).parent / 'scheduler', - Path(__file__).parent / 'worker' -] -pages_path = [j for i in pages_dir for j in i.glob('*_app.py')] -for path in pages_path: - page_name = path.stem.rstrip('_app') - module_name = '.'.join(path.parts[path.parts.index('fate_flow'):-1] + (page_name, )) +def register_page(page_path): + page_name = page_path.stem.rstrip('_app') + module_name = '.'.join(page_path.parts[page_path.parts.index('fate_flow'):-1] + (page_name, )) - spec = spec_from_file_location(module_name, path) + spec = spec_from_file_location(module_name, page_path) page = module_from_spec(spec) page.app = app page.manager = Blueprint(page_name, module_name) sys.modules[module_name] = page spec.loader.exec_module(page) - if not isinstance(page.manager, Blueprint): - raise TypeError(f'page.manager should be {Blueprint!r}, got {type(page.manager)}. filepath: {path!s}') - - api_version = getattr(page, 'api_version', API_VERSION) page_name = getattr(page, 'page_name', page_name) + url_prefix = f'/{API_VERSION}/{page_name}' + + app.register_blueprint(page.manager, url_prefix=url_prefix) - app.register_blueprint(page.manager, url_prefix=f'/{api_version}/{page_name}') +for path in Path(__file__).parent.glob('*/*_app.py'): + if path.name.startswith(('.', '_')): + continue -stat_logger.info('imported pages: %s', ' '.join(str(path) for path in pages_path)) + register_page(path) diff --git a/python/fate_flow/engine/computing/_eggroll.py b/python/fate_flow/engine/computing/_eggroll.py index f57cabbc0..ac10537e0 100644 --- a/python/fate_flow/engine/computing/_eggroll.py +++ b/python/fate_flow/engine/computing/_eggroll.py @@ -13,11 +13,11 @@ # See the License for the specific language governing permissions and # limitations under the License. # - from fate_flow.db.db_models import Task from fate_flow.engine.computing._base import EngineABC from fate_flow.entity.run_status import TaskStatus -from fate_flow.entity.types import WorkerName, KillProcessRetCode +from fate_flow.entity.types import KillProcessRetCode, WorkerName +from fate_flow.manager.containerd_worker_manager import ContainerdWorkerManager from fate_flow.manager.worker_manager import WorkerManager from fate_flow.utils import job_utils, process_utils @@ -35,3 +35,7 @@ def kill(self, task): def is_alive(self, task): return process_utils.check_process(pid=int(task.f_run_pid), task=task) + + +class ContainerdEggrollEngine(ContainerdWorkerManager): + pass diff --git a/python/fate_flow/engine/computing/_session.py b/python/fate_flow/engine/computing/_session.py index b73374bcf..36cdd46b5 100644 --- a/python/fate_flow/engine/computing/_session.py +++ b/python/fate_flow/engine/computing/_session.py @@ -13,19 +13,22 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.engine.computing._eggroll import EggrollEngine +from fate_flow.engine.computing._eggroll import ContainerdEggrollEngine, EggrollEngine from fate_flow.engine.computing._spark import SparkEngine from fate_flow.entity.engine_types import ComputingEngine, EngineType -from fate_flow.settings import ENGINES +from fate_flow.settings import ENGINES, WORKER def build_engine(computing_engine=None): if not computing_engine: computing_engine = ENGINES.get(EngineType.COMPUTING) if computing_engine in {ComputingEngine.EGGROLL, ComputingEngine.STANDALONE}: - engine_session = EggrollEngine() + if WORKER.get('type') in {'docker', 'k8s'}: + engine_session = ContainerdEggrollEngine() + else: + engine_session = EggrollEngine() elif computing_engine == ComputingEngine.SPARK: engine_session = SparkEngine() else: - raise ValueError(f"{computing_engine} is not supported") + raise ValueError(f'engine "{computing_engine}" is not supported') return engine_session diff --git a/python/fate_flow/manager/containerd_worker_manager.py b/python/fate_flow/manager/containerd_worker_manager.py new file mode 100644 index 000000000..96028ee95 --- /dev/null +++ b/python/fate_flow/manager/containerd_worker_manager.py @@ -0,0 +1,82 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from fate_flow.db.db_models import Task +from fate_flow.manager.docker_manager import DockerManager +from fate_flow.manager.k8s_manager import K8sManager +from fate_flow.settings import WORKER +from fate_flow.utils.file_utils import get_fate_flow_directory +from fate_flow.utils.job_utils import get_task_directory + + +class ContainerdWorkerManager: + worker_type = WORKER.get('type', '') + fate_root = WORKER.get('fate_root', '') + + def __init__(self): + if self.worker_type == 'docker': + self.manager = DockerManager() + elif self.worker_type == 'k8s': + self.manager = K8sManager() + else: + raise ValueError(f'worker "{self.worker_type}" is not supported') + + def get_name(task: Task): + return f'{Task.f_role}#{Task.f_party_id}#{Task.f_job_id}#{Task.f_task_id}#{Task.f_task_version}' + + def get_command(self, task: Task): + config_dir = get_task_directory( + task.f_job_id, + task.f_role, + task.f_party_id, + task.f_task_name, + task.f_task_id, + task.f_task_version, + ) + + return [ + f'{self.fate_root}/fateflow/python/fate_flow/worker/executor.py', + 'component', + 'execute', + '--process-tag', + task.f_execution_id, + '--config', + f'{config_dir}/task_parameters.json', + ] + + def get_environment(self, task: Task): + return { + 'FATE_JOB_ID': task.f_job_id, + } + + def get_volumes(self, task: Task): + return [ + f'{get_fate_flow_directory("jobs")}:{self.fate_root}/fateflow/jobs', + f'{get_fate_flow_directory("logs")}:{self.fate_root}/fateflow/logs', + ] + + def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): + return self.manager.start( + self.get_name(task), + self.get_command(task), + self.get_environment(task), + self.get_volumes(task), + ) + + def kill(self, task): + return self.manager.stop(self._get_name(task)) + + def is_alive(self, task): + return self.manager.is_running(self._get_name(task)) diff --git a/python/fate_flow/manager/docker_manager.py b/python/fate_flow/manager/docker_manager.py new file mode 100644 index 000000000..6ebfbfa9b --- /dev/null +++ b/python/fate_flow/manager/docker_manager.py @@ -0,0 +1,46 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import docker + +from fate_flow.settings import WORKER + + +class DockerManager: + config = WORKER.get('docker', {}).get('config', {}) + image = WORKER.get('docker', {}).get('image', '') + + def __init__(self): + self.client = docker.DockerClient(**self.config) + + def start(self, name, command, environment, volumes): + self.client.containers.run( + self.image, command, + auto_remove=True, detach=True, environment=environment, + name=name, volumes=volumes, + ) + + def stop(self, name): + try: + container = self.client.containers.get(name) + except docker.errors.NotFound: + return + container.remove(force=True) + + def is_running(self, name): + try: + container = self.client.containers.get(name) + except docker.errors.NotFound: + return False + return container.status == 'running' diff --git a/python/fate_flow/manager/k8s_manager.py b/python/fate_flow/manager/k8s_manager.py new file mode 100644 index 000000000..e513cc46c --- /dev/null +++ b/python/fate_flow/manager/k8s_manager.py @@ -0,0 +1,67 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import copy +from pathlib import Path + +import yaml +from kubernetes import client, config + +from fate_flow.settings import WORKER + + +class K8sManager: + config = WORKER.get('k8s', {}).get('config', {}) + image = WORKER.get('k8s', {}).get('image', '') + + def __init__(self): + config.load_kube_config_from_dict(self.config) + + self.job_template = yaml.safe_load( + (Path(__file__).parent / 'k8s_template.yaml').read_text('utf-8') + ) + + @property + def namespace(self): + # In below file, the pod can read its K8s namespace + return "fate-9999" + with open("/var/run/secrets/kubernetes.io/serviceaccount/namespace") as f: + namespace = f.readline() + return namespace + + def populate_yaml_template(self, name, command, environment, volumes): + job_conf = copy.deepcopy(self.job_template) + metadata = job_conf['metadata'] + container_spec = job_conf['spec']['template']['spec']['containers'][0] + metadata['name'] = name + metadata['namespace'] = self.namespace + container_spec['name'] = name + container_spec['image'] = self.image + container_spec['command'] = command + container_spec['env'] = [{'name': k, 'value': v} for k, v in environment.items()] + return job_conf + + def start(self, name, command, environment, volumes): + job_conf = self.populate_yaml_template(name, command, environment, volumes) + client.BatchV1Api().create_namespaced_job(self.namespace, job_conf) + + def stop(self, name): + body = client.V1DeleteOptions(propagation_policy='Background') + client.BatchV1Api().delete_namespaced_job(name, self.namespace, body=body) + + def is_running(self, name): + res = client.BatchV1Api().read_namespaced_job_status(name, self.namespace) + if not res: + return False + return not (res.status.succeeded or res.status.failed) diff --git a/python/fate_flow/manager/k8s_template.yaml b/python/fate_flow/manager/k8s_template.yaml new file mode 100644 index 000000000..bb39fc485 --- /dev/null +++ b/python/fate_flow/manager/k8s_template.yaml @@ -0,0 +1,17 @@ +apiVersion: batch/v1 +kind: Job +metadata: + name: '' + namespace: fate-9999 +spec: + backoffLimit: 0 + template: + spec: + restartPolicy: Never + containers: + - name: '' + image: '' + imagePullPolicy: IfNotPresent + command: [] + env: [] + serviceAccountName: flow diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index 3dd0b5851..bde8d99b1 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -50,6 +50,7 @@ FORCE_USE_SQLITE = get_base_config("force_use_sqlite") ENGINES = engine_utils.get_engines() IS_STANDALONE = engine_utils.is_standalone() +WORKER = get_base_config("worker", {}) DATABASE = decrypt_database_config() diff --git a/python/fate_flow/utils/file_utils.py b/python/fate_flow/utils/file_utils.py index ce5d8548e..40c4caaaa 100644 --- a/python/fate_flow/utils/file_utils.py +++ b/python/fate_flow/utils/file_utils.py @@ -133,5 +133,3 @@ def rewrite_json_file(filepath, json_data): with open(filepath, "w") as f: json.dump(json_data, f, indent=4, separators=(",", ": ")) f.close() - -print(get_project_base_directory()) \ No newline at end of file From 2f2be13a92d4f0f1ad35b0ae0dd4d272e2cb60a6 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 16 Jan 2023 11:15:30 +0800 Subject: [PATCH 010/482] fateflow: update license Signed-off-by: zhihuiwan <15779896112@163.com> --- proto/osx/osx.proto | 16 +--------------- 1 file changed, 1 insertion(+), 15 deletions(-) diff --git a/proto/osx/osx.proto b/proto/osx/osx.proto index d1e93510d..f75453ada 100644 --- a/proto/osx/osx.proto +++ b/proto/osx/osx.proto @@ -1,5 +1,5 @@ /* - * Copyright 2019 The Eggroll Authors. All Rights Reserved. + * Copyright 2019 The FATE Authors. All Rights Reserved. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. @@ -13,12 +13,10 @@ * See the License for the specific language governing permissions and * limitations under the License. */ - syntax = "proto3"; package org.ppc.ptp; - message Message{ string msgId = 1;//消息ID bytes head = 2;//消息头部 @@ -76,18 +74,6 @@ message Outbound { // 互联互通如果使用其他协议作为参考标准，Header会复用metadata传输互联互通协议报头 // 互联互通如果使用GRPC作为参考标准，Header会复用HTTP2的报头传输互联互通协议报头 -//service PPCTransferService { -// rpc push (stream Inbound) returns (Outbound); -//// rpc pull (Metadata) returns (stream Packet); -// rpc unaryCall (Inbound) returns (Outbound); -// // rpc polling (stream PollingFrame) returns (stream PollingFrame); -// -// -// -// -//} - - service PrivateTransferProtocol { rpc transport (stream Inbound) returns (stream Outbound); rpc invoke (Inbound) returns (Outbound); From 7f641e39d3e0cfabe496ac8c220f69f40cb2a0e1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 16 Jan 2023 11:19:19 +0800 Subject: [PATCH 011/482] fateflow: update config Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/service_conf.yaml | 4 ++-- python/fate_flow/settings.py | 6 ++++++ 2 files changed, 8 insertions(+), 2 deletions(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index c789457a2..ff07f6d36 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -25,9 +25,7 @@ federation: port: 6650 mng_port: 8080 cluster: standalone - # all parties should use a same tenant tenant: fl-tenant - # message ttl in minutes topic_ttl: 30 # default conf/pulsar_route_table.yaml route_table: @@ -38,6 +36,8 @@ federation: host: 127.0.0.1 http_port: 9300 grpc_port: 9310 + # http or grpc + protocol: http rabbitmq: host: 192.168.0.4 mng_port: 12345 diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index 3dd0b5851..7ed10208d 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -64,6 +64,12 @@ ComputingEngine.EGGROLL, ComputingEngine.STANDALONE } +HEADERS = { + "Content-Type": "application/json", + "Connection": "close", + "service": FATE_FLOW_SERVICE_NAME +} + stat_logger = getLogger("fate_flow_stat") detect_logger = getLogger("fate_flow_detect") access_logger = getLogger("fate_flow_access") From 509e8ae4403d1d4b4504b8b1aa8554c9117c5fee Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 16 Jan 2023 15:17:56 +0800 Subject: [PATCH 012/482] fateflow: proxy Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/utils/api_utils.py | 6 +++--- python/ofx/api/models/resource.py | 18 ++++++++++++------ python/ofx/api/utils/grpc_utils.py | 7 ++++--- 3 files changed, 19 insertions(+), 12 deletions(-) diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index 31caae9cb..0c60d7204 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -114,9 +114,9 @@ def get_federated_proxy_address(): protocol = CoordinationCommunicationProtocol.GRPC elif PROXY_NAME == CoordinationProxyService.NGINX: - host = PROXY.get(PROXY_NAME).get("grpc_host") - port = PROXY.get(PROXY_NAME).get("port") - protocol = CoordinationCommunicationProtocol.GRPC + protocol = PROXY.get(PROXY_NAME).get("protocol", "http") + host = PROXY.get(PROXY_NAME).get(f"host") + port = PROXY.get(PROXY_NAME).get(f"{protocol}_port") else: raise RuntimeError(f"can not support coordinate proxy {PROXY_NAME}， all proxy {PROXY.keys()}") return host, port, protocol, PROXY_NAME diff --git a/python/ofx/api/models/resource.py b/python/ofx/api/models/resource.py index ea1054a3b..704d4b501 100644 --- a/python/ofx/api/models/resource.py +++ b/python/ofx/api/models/resource.py @@ -81,7 +81,7 @@ def _set_request_timeout(self, kwargs): def _set_url(self, endpoint): return f"{self._url}/{endpoint}" - def remote(self, job_id, method, endpoint, src_party_id, dest_party_id, src_role, json_body, local=False): + def remote(self, job_id, method, endpoint, src_party_id, dest_party_id, src_role, json_body, local=False, extra_params=None): if self.version: endpoint = f"/{self.version}{endpoint}" kwargs = { @@ -94,6 +94,8 @@ def remote(self, job_id, method, endpoint, src_party_id, dest_party_id, src_role 'json_body': json_body, } + if extra_params: + kwargs.update(extra_params) if not self.remote_host and not self.remote_port and self.remote_protocol == "grpc": raise Exception(f'{self.remote_protocol} coordination communication protocol need remote host and remote port.') kwargs.update({ @@ -118,14 +120,17 @@ def remote(self, job_id, method, endpoint, src_party_id, dest_party_id, src_role return self.remote_on_http(**kwargs) def remote_on_http(self, method, endpoint, host=None, port=None, try_times=3, timeout=10, - json_body=None, **kwargs): + json_body=None, dest_party_id=None, service_name="fateflow", **kwargs): if host and port: url = f"{self.remote_protocol}://{host}:{port}{endpoint}" else: url = f"{self.base_url}{endpoint}" for t in range(try_times): try: - response = requests.request(method=method, url=url, timeout=timeout, json=json_body) + response = requests.request(method=method, url=url, timeout=timeout, json=json_body, headers={ + "dest-party-id": dest_party_id, + "service": service_name + }) response.raise_for_status() except Exception as e: if t >= try_times - 1: @@ -170,7 +175,7 @@ def remote_on_grpc_osx(job_id, method, host, port, endpoint, src_party_id, dest_ json_body=json_body, http_method=method, url=endpoint, src_party_id=src_party_id, dst_party_id=dest_party_id, job_id=job_id, headers=headers, overall_timeout=timeout, - source_host=source_host, source_port=source_port + source_host=source_host, source_port=source_port, **kwargs ) _routing_metadata = gen_routing_metadata( src_party_id=src_party_id, dest_party_id=dest_party_id, @@ -196,7 +201,7 @@ def __init__(self, client: APIClient): self.client = client def federated_command(self, job_id, src_role, src_party_id, dest_role, dest_party_id, endpoint, body, - federated_response, method='POST', only_scheduler=False): + federated_response, method='POST', only_scheduler=False, extra_params=None): try: response = self.client.remote(job_id=job_id, method=method, @@ -204,7 +209,8 @@ def federated_command(self, job_id, src_role, src_party_id, dest_role, dest_part src_role=src_role, src_party_id=src_party_id, dest_party_id=dest_party_id, - json_body=body if body else {}) + json_body=body if body else {}, + extra_params=extra_params) if only_scheduler: return response except Exception as e: diff --git a/python/ofx/api/utils/grpc_utils.py b/python/ofx/api/utils/grpc_utils.py index 92949d287..70ced72d4 100644 --- a/python/ofx/api/utils/grpc_utils.py +++ b/python/ofx/api/utils/grpc_utils.py @@ -20,13 +20,14 @@ from ..proto.rollsite import basic_meta_pb2, proxy_pb2, proxy_pb2_grpc -def wrap_osx_grpc_packet(job_id, json_body, http_method, url, src_party_id, dst_party_id, headers=None, role="fateflow", **kwargs): +def wrap_osx_grpc_packet(job_id, json_body, http_method, url, src_party_id, dst_party_id, headers=None, provider="FATE", + role="fateflow", target_method="UNARY_CALL", **kwargs): _meta = { - "TechProviderCode": "FT", + "TechProviderCode": provider, "SourceNodeID": src_party_id, "TargetNodeID": dst_party_id, "TargetComponentName": role, - "TargetMethod": "UNARY_CALL", + "TargetMethod": target_method, "JobId": job_id } if not headers: From db575264c107a4f08ec880d25368d108e8a9194f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 16 Jan 2023 15:18:22 +0800 Subject: [PATCH 013/482] fateflow: update env Signed-off-by: zhihuiwan <15779896112@163.com> --- bin/init_env.sh | 32 ++++++++++++++++++++++ python/fate_flow/manager/worker_manager.py | 5 ++-- 2 files changed, 35 insertions(+), 2 deletions(-) create mode 100644 bin/init_env.sh diff --git a/bin/init_env.sh b/bin/init_env.sh new file mode 100644 index 000000000..94d89e825 --- /dev/null +++ b/bin/init_env.sh @@ -0,0 +1,32 @@ +#!/bin/bash + +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +fate_project_base=$(cd `dirname "$(realpath "${BASH_SOURCE[0]:-${(%):-%x}}")"`; cd ../;pwd) +export FATE_PROJECT_BASE=$fate_project_base +export FATE_DEPLOY_BASE=$fate_project_base +export EGGROLL_HOME= +export PYTHONPATH= +exprot FATE_ENV= + +export FATE_LOG_LEVEL=DEBUG + +venv= +export JAVA_HOME= +export PATH=$PATH:$JAVA_HOME/bin +source ${venv}/bin/activate + diff --git a/python/fate_flow/manager/worker_manager.py b/python/fate_flow/manager/worker_manager.py index 735e6f46f..42ccf4938 100644 --- a/python/fate_flow/manager/worker_manager.py +++ b/python/fate_flow/manager/worker_manager.py @@ -52,7 +52,7 @@ def start_task_worker(cls, worker_name, task: Task, task_parameters, executable: if executable: process_cmd = executable else: - process_cmd = [env.get("PYTHON_ENV") or sys.executable or "python3"] + process_cmd = [env.get("EXECUTOR_ENV") or sys.executable or "python3"] common_cmd = [ module_file_path, "component", @@ -103,7 +103,8 @@ def get_config(cls, config_dir, config): def get_env(cls, job_id, provider_info): # todo: get env by provider env = { - "PYTHONPATH": os.getenv("PYTHONPATH"), + "PYTHONPATH": os.getenv("PYTHONPATH"), + "EXECUTOR_ENV": os.getenv("EXECUTOR_ENV"), "FATE_JOB_ID": job_id } return env From b30eade6411906cf514e32f30f9d7be1f72e7c76 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 17 Jan 2023 10:08:10 +0800 Subject: [PATCH 014/482] fateflow: fix eggroll storage Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/parser/default/_parser.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 24a549965..22be338d2 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -236,7 +236,7 @@ def get_output_data_store_conf(self): }) elif ENGINES.get(EngineType.STORAGE) == StorageEngine.EGGROLL: return OutputDataSpec(type=_type, metadata={ - "uri": f"eggroll:///{self.execution_id}", + "uri": f"eggroll:///output_data_{self.execution_id}", "format": _format }) From 8a741c3ede1cd2bb21b4b8abb69c812f9302219a Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 17 Jan 2023 12:24:01 +0800 Subject: [PATCH 015/482] fateflow: update dag structures Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/scheduler/scheduler_app.py | 2 +- python/fate_flow/controller/job_controller.py | 2 +- python/fate_flow/controller/task_controller.py | 4 ++-- .../default/_structures.py => entity/dag_structures.py} | 0 python/fate_flow/hub/flow_hub.py | 2 +- python/fate_flow/hub/parser/default/__init__.py | 3 +-- python/fate_flow/hub/parser/default/_parser.py | 4 ++-- python/fate_flow/manager/worker_manager.py | 2 +- python/fate_flow/scheduler/job_scheduler.py | 2 +- python/fate_flow/scheduler/task_scheduler.py | 2 +- python/fate_flow/utils/job_utils.py | 2 +- 11 files changed, 12 insertions(+), 13 deletions(-) rename python/fate_flow/{hub/parser/default/_structures.py => entity/dag_structures.py} (100%) diff --git a/python/fate_flow/apps/scheduler/scheduler_app.py b/python/fate_flow/apps/scheduler/scheduler_app.py index 1d5d5a2c8..b82fe537f 100644 --- a/python/fate_flow/apps/scheduler/scheduler_app.py +++ b/python/fate_flow/apps/scheduler/scheduler_app.py @@ -14,7 +14,7 @@ # limitations under the License. from webargs import fields -from fate_flow.hub.parser.default import DAGSchema +from fate_flow.entity.dag_structures import DAGSchema from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.scheduler.job_scheduler import DAGScheduler from fate_flow.utils.api_utils import get_json_result, validate_request_json, task_request_json diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 125eab0fa..ee0a646be 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -14,7 +14,7 @@ # limitations under the License. # from fate_flow.controller.task_controller import TaskController -from fate_flow.hub.parser.default import DAGSchema, JobConfSpec +from fate_flow.entity.dag_structures import DAGSchema, JobConfSpec from fate_flow.entity.run_status import EndStatus, JobStatus, TaskStatus from fate_flow.entity.types import ReturnCode from fate_flow.manager.resource_manager import ResourceManager diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index 3f3312390..830f96bb1 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -18,7 +18,7 @@ from fate_flow.db.db_models import Task from fate_flow.db.schedule_models import ScheduleTask, ScheduleJob, ScheduleTaskStatus from fate_flow.engine.computing import build_engine -from fate_flow.hub.parser.default import DAGSchema +from fate_flow.entity.dag_structures import DAGSchema from fate_flow.hub.flow_hub import FlowHub from fate_flow.manager.resource_manager import ResourceManager from fate_flow.manager.worker_manager import WorkerManager @@ -149,7 +149,7 @@ def start_task(cls, job_id, role, party_id, task_id, task_version): os.makedirs(config_dir, exist_ok=True) run_parameters_path = os.path.join(config_dir, 'task_parameters.json') with open(run_parameters_path, 'w') as fw: - fw.write(json_dumps(run_parameters)) + fw.write(json_dumps(run_parameters, indent=True)) backend_engine = build_engine() run_info = backend_engine.run(task=task, run_parameters=run_parameters, diff --git a/python/fate_flow/hub/parser/default/_structures.py b/python/fate_flow/entity/dag_structures.py similarity index 100% rename from python/fate_flow/hub/parser/default/_structures.py rename to python/fate_flow/entity/dag_structures.py diff --git a/python/fate_flow/hub/flow_hub.py b/python/fate_flow/hub/flow_hub.py index 0a2b15743..1e3656cdb 100644 --- a/python/fate_flow/hub/flow_hub.py +++ b/python/fate_flow/hub/flow_hub.py @@ -12,7 +12,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.hub.parser.default import DAGSchema +from fate_flow.entity.dag_structures import DAGSchema class FlowHub: diff --git a/python/fate_flow/hub/parser/default/__init__.py b/python/fate_flow/hub/parser/default/__init__.py index 71bb19ae4..891be154f 100644 --- a/python/fate_flow/hub/parser/default/__init__.py +++ b/python/fate_flow/hub/parser/default/__init__.py @@ -13,10 +13,9 @@ # See the License for the specific language governing permissions and # limitations under the License. from fate_flow.hub.parser.default._parser import TaskNodeInfo, JobParser, TaskParser, DagSchemaParser -from fate_flow.hub.parser.default._structures import DAGSchema, JobConfSpec __all__ = [ - "TaskNodeInfo", "JobParser", "TaskParser", "DagSchemaParser", "DAGSchema", "JobConfSpec" + "TaskNodeInfo", "JobParser", "TaskParser", "DagSchemaParser" ] diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 22be338d2..e95031f0a 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -22,10 +22,10 @@ from ._federation import StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, PulsarFederationSpec, \ RabbitMQFederationSpec -from ._structures import ComponentSpec, RuntimeInputDefinition, ModelWarehouseChannelSpec, InputChannelSpec, DAGSchema,\ +from fate_flow.entity.dag_structures import ComponentSpec, RuntimeInputDefinition, ModelWarehouseChannelSpec, InputChannelSpec, DAGSchema,\ RuntimeTaskOutputChannelSpec, TaskScheduleSpec, TaskRuntimeInputSpec, IOArtifact, OutputSpec, \ OutputMetricSpec, OutputModelSpec, OutputDataSpec, MLMDSpec, LOGGERSpec, ComputingBackendSpec, \ - FederationBackendSpec, RuntimeConfSpec + RuntimeConfSpec from fate_flow.entity.types import ArtifactSourceType from fate_flow.manager.output_manager import OutputDataTracking diff --git a/python/fate_flow/manager/worker_manager.py b/python/fate_flow/manager/worker_manager.py index 42ccf4938..03b87bfe7 100644 --- a/python/fate_flow/manager/worker_manager.py +++ b/python/fate_flow/manager/worker_manager.py @@ -95,7 +95,7 @@ def get_process_dirs(cls, worker_name: WorkerName, worker_id=None, job_id=None, def get_config(cls, config_dir, config): config_path = os.path.join(config_dir, "config.json") with open(config_path, 'w') as fw: - fw.write(json_dumps(config)) + fw.write(json_dumps(config, indent=True)) result_path = os.path.join(config_dir, "result.json") return config_path, result_path diff --git a/python/fate_flow/scheduler/job_scheduler.py b/python/fate_flow/scheduler/job_scheduler.py index 8429b8440..3cbc61807 100644 --- a/python/fate_flow/scheduler/job_scheduler.py +++ b/python/fate_flow/scheduler/job_scheduler.py @@ -16,11 +16,11 @@ from pydantic import typing from fate_flow.controller.task_controller import TaskController +from fate_flow.entity.dag_structures import DAGSchema from fate_flow.hub.flow_hub import FlowHub from fate_flow.scheduler.task_scheduler import TaskScheduler from fate_flow.db.base_models import DB from fate_flow.db.schedule_models import ScheduleJob, ScheduleTaskStatus -from fate_flow.hub.parser.default import DAGSchema from fate_flow.entity.run_status import StatusSet, FederatedSchedulingStatusCode, JobStatus, TaskStatus, EndStatus, \ SchedulingStatusCode, InterruptStatus from fate_flow.entity.types import ResourceOperation, ReturnCode diff --git a/python/fate_flow/scheduler/task_scheduler.py b/python/fate_flow/scheduler/task_scheduler.py index 976f49526..efad8f47d 100644 --- a/python/fate_flow/scheduler/task_scheduler.py +++ b/python/fate_flow/scheduler/task_scheduler.py @@ -13,9 +13,9 @@ # See the License for the specific language governing permissions and # limitations under the License. # +from fate_flow.entity.dag_structures import DAGSchema from fate_flow.entity.engine_types import FederatedCommunicationType from fate_flow.entity.types import ReturnCode, ResourceOperation -from fate_flow.hub.parser.default import DAGSchema from fate_flow.entity.run_status import StatusSet, TaskStatus, InterruptStatus, EndStatus, AutoRerunStatus, \ SchedulingStatusCode from fate_flow.entity.run_status import FederatedSchedulingStatusCode diff --git a/python/fate_flow/utils/job_utils.py b/python/fate_flow/utils/job_utils.py index dc319b886..d691fe006 100644 --- a/python/fate_flow/utils/job_utils.py +++ b/python/fate_flow/utils/job_utils.py @@ -18,7 +18,7 @@ from fate_flow.db.base_models import DB from fate_flow.db.db_models import Job -from fate_flow.hub.parser.default import DAGSchema +from fate_flow.entity.dag_structures import DAGSchema from fate_flow.utils.base_utils import fate_uuid from fate_flow.utils.file_utils import get_fate_flow_directory From d769fffee09c4b0098f422fc9570fdd3c454c3b2 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 17 Jan 2023 14:29:43 +0800 Subject: [PATCH 016/482] fateflow: update env Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/worker_manager.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/manager/worker_manager.py b/python/fate_flow/manager/worker_manager.py index 03b87bfe7..a4c21ce2d 100644 --- a/python/fate_flow/manager/worker_manager.py +++ b/python/fate_flow/manager/worker_manager.py @@ -104,9 +104,10 @@ def get_env(cls, job_id, provider_info): # todo: get env by provider env = { "PYTHONPATH": os.getenv("PYTHONPATH"), - "EXECUTOR_ENV": os.getenv("EXECUTOR_ENV"), "FATE_JOB_ID": job_id } + if os.getenv("EXECUTOR_ENV"): + env["EXECUTOR_ENV"] = os.getenv("EXECUTOR_ENV") return env @classmethod From ce612c21ace7b224a0ca4534901a2d3f11e0f87b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 17 Jan 2023 14:50:49 +0800 Subject: [PATCH 017/482] fateflow: update service.sh Signed-off-by: zhihuiwan <15779896112@163.com> --- bin/service.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/bin/service.sh b/bin/service.sh index 6b183e125..8ae33a5a1 100644 --- a/bin/service.sh +++ b/bin/service.sh @@ -55,7 +55,7 @@ parse_yaml() { } getport() { - service_conf_path=${PROJECT_BASE}/conf/service_conf.yaml + service_conf_path=${PROJECT_BASE}/fateflow/conf/service_conf.yaml if test -f "${service_conf_path}"; then echo "found service conf: ${service_conf_path}" eval $(parse_yaml ${service_conf_path} "service_config_") From d6595f830497289e2a1caf946b381c7be8425ea2 Mon Sep 17 00:00:00 2001 From: Jat Date: Tue, 17 Jan 2023 16:22:13 +0800 Subject: [PATCH 018/482] containerd job env Signed-off-by: Jat --- .../manager/containerd_worker_manager.py | 28 ++++--------------- python/fate_flow/manager/docker_manager.py | 6 ++-- python/fate_flow/manager/k8s_manager.py | 6 ++-- python/fate_flow/manager/worker_manager.py | 11 ++++---- 4 files changed, 18 insertions(+), 33 deletions(-) diff --git a/python/fate_flow/manager/containerd_worker_manager.py b/python/fate_flow/manager/containerd_worker_manager.py index 96028ee95..481259c90 100644 --- a/python/fate_flow/manager/containerd_worker_manager.py +++ b/python/fate_flow/manager/containerd_worker_manager.py @@ -17,8 +17,7 @@ from fate_flow.manager.docker_manager import DockerManager from fate_flow.manager.k8s_manager import K8sManager from fate_flow.settings import WORKER -from fate_flow.utils.file_utils import get_fate_flow_directory -from fate_flow.utils.job_utils import get_task_directory +from fate_flow.utils.base_utils import json_dumps class ContainerdWorkerManager: @@ -37,42 +36,27 @@ def get_name(task: Task): return f'{Task.f_role}#{Task.f_party_id}#{Task.f_job_id}#{Task.f_task_id}#{Task.f_task_version}' def get_command(self, task: Task): - config_dir = get_task_directory( - task.f_job_id, - task.f_role, - task.f_party_id, - task.f_task_name, - task.f_task_id, - task.f_task_version, - ) - return [ f'{self.fate_root}/fateflow/python/fate_flow/worker/executor.py', 'component', 'execute', '--process-tag', task.f_execution_id, - '--config', - f'{config_dir}/task_parameters.json', + '--env_name', + 'FATE_TASK_CONFIG', ] - def get_environment(self, task: Task): + def get_environment(self, task: Task, run_parameters): return { 'FATE_JOB_ID': task.f_job_id, + 'FATE_TASK_CONFIG': json_dumps(run_parameters), } - def get_volumes(self, task: Task): - return [ - f'{get_fate_flow_directory("jobs")}:{self.fate_root}/fateflow/jobs', - f'{get_fate_flow_directory("logs")}:{self.fate_root}/fateflow/logs', - ] - def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): return self.manager.start( self.get_name(task), self.get_command(task), - self.get_environment(task), - self.get_volumes(task), + self.get_environment(task, run_parameters), ) def kill(self, task): diff --git a/python/fate_flow/manager/docker_manager.py b/python/fate_flow/manager/docker_manager.py index 6ebfbfa9b..08f03b2ec 100644 --- a/python/fate_flow/manager/docker_manager.py +++ b/python/fate_flow/manager/docker_manager.py @@ -24,11 +24,11 @@ class DockerManager: def __init__(self): self.client = docker.DockerClient(**self.config) - def start(self, name, command, environment, volumes): + def start(self, name, command, environment): self.client.containers.run( self.image, command, - auto_remove=True, detach=True, environment=environment, - name=name, volumes=volumes, + auto_remove=True, detach=True, + environment=environment, name=name, ) def stop(self, name): diff --git a/python/fate_flow/manager/k8s_manager.py b/python/fate_flow/manager/k8s_manager.py index e513cc46c..cf452dc83 100644 --- a/python/fate_flow/manager/k8s_manager.py +++ b/python/fate_flow/manager/k8s_manager.py @@ -40,7 +40,7 @@ def namespace(self): namespace = f.readline() return namespace - def populate_yaml_template(self, name, command, environment, volumes): + def populate_yaml_template(self, name, command, environment): job_conf = copy.deepcopy(self.job_template) metadata = job_conf['metadata'] container_spec = job_conf['spec']['template']['spec']['containers'][0] @@ -52,8 +52,8 @@ def populate_yaml_template(self, name, command, environment, volumes): container_spec['env'] = [{'name': k, 'value': v} for k, v in environment.items()] return job_conf - def start(self, name, command, environment, volumes): - job_conf = self.populate_yaml_template(name, command, environment, volumes) + def start(self, name, command, environment): + job_conf = self.populate_yaml_template(name, command, environment) client.BatchV1Api().create_namespaced_job(self.namespace, job_conf) def stop(self, name): diff --git a/python/fate_flow/manager/worker_manager.py b/python/fate_flow/manager/worker_manager.py index a4c21ce2d..913aeabf0 100644 --- a/python/fate_flow/manager/worker_manager.py +++ b/python/fate_flow/manager/worker_manager.py @@ -41,7 +41,7 @@ def start_task_worker(cls, worker_name, task: Task, task_parameters, executable: role=task.f_role, party_id=task.f_party_id, task=task) - env = cls.get_env(task.f_job_id, task.f_provider_info) + env = cls.get_env(task.f_job_id, task.f_provider_info, task_parameters) config_path, result_path = cls.get_config(config_dir=config_dir, config=task_parameters) specific_cmd = [] if worker_name is WorkerName.TASK_EXECUTOR: @@ -59,8 +59,8 @@ def start_task_worker(cls, worker_name, task: Task, task_parameters, executable: "execute", "--process-tag", task.f_execution_id, - "--config", - config_path + "--env-name", + "FATE_TASK_CONFIG", ] process_cmd.extend(common_cmd) process_cmd.extend(specific_cmd) @@ -100,11 +100,12 @@ def get_config(cls, config_dir, config): return config_path, result_path @classmethod - def get_env(cls, job_id, provider_info): + def get_env(cls, job_id, provider_info, task_parameters): # todo: get env by provider env = { "PYTHONPATH": os.getenv("PYTHONPATH"), - "FATE_JOB_ID": job_id + "FATE_JOB_ID": job_id, + "FATE_TASK_CONFIG": json_dumps(task_parameters), } if os.getenv("EXECUTOR_ENV"): env["EXECUTOR_ENV"] = os.getenv("EXECUTOR_ENV") From a3c9489d3f42be40d31168019b696e3e2414e39e Mon Sep 17 00:00:00 2001 From: Jat Date: Tue, 17 Jan 2023 16:41:07 +0800 Subject: [PATCH 019/482] containerd: remove job_id Signed-off-by: Jat --- python/fate_flow/manager/containerd_worker_manager.py | 2 +- python/fate_flow/manager/worker_manager.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/manager/containerd_worker_manager.py b/python/fate_flow/manager/containerd_worker_manager.py index 481259c90..b752ef931 100644 --- a/python/fate_flow/manager/containerd_worker_manager.py +++ b/python/fate_flow/manager/containerd_worker_manager.py @@ -33,7 +33,7 @@ def __init__(self): raise ValueError(f'worker "{self.worker_type}" is not supported') def get_name(task: Task): - return f'{Task.f_role}#{Task.f_party_id}#{Task.f_job_id}#{Task.f_task_id}#{Task.f_task_version}' + return f'{Task.f_role}#{Task.f_party_id}#{Task.f_task_id}#{Task.f_task_version}' def get_command(self, task: Task): return [ diff --git a/python/fate_flow/manager/worker_manager.py b/python/fate_flow/manager/worker_manager.py index 913aeabf0..8acc15108 100644 --- a/python/fate_flow/manager/worker_manager.py +++ b/python/fate_flow/manager/worker_manager.py @@ -42,7 +42,7 @@ def start_task_worker(cls, worker_name, task: Task, task_parameters, executable: party_id=task.f_party_id, task=task) env = cls.get_env(task.f_job_id, task.f_provider_info, task_parameters) - config_path, result_path = cls.get_config(config_dir=config_dir, config=task_parameters) + # config_path, result_path = cls.get_config(config_dir=config_dir, config=task_parameters) specific_cmd = [] if worker_name is WorkerName.TASK_EXECUTOR: from fate_flow.worker.executor import Submit From 724085a67e6e2fdc483c3b85a0a6a70960bfe4ad Mon Sep 17 00:00:00 2001 From: Jat Date: Tue, 17 Jan 2023 17:50:59 +0800 Subject: [PATCH 020/482] task conf: json to yaml Signed-off-by: Jat --- python/fate_flow/manager/containerd_worker_manager.py | 5 +++-- python/fate_flow/manager/k8s_manager.py | 2 +- python/fate_flow/manager/model_manager.py | 8 ++++++-- python/fate_flow/manager/worker_manager.py | 4 +++- 4 files changed, 13 insertions(+), 6 deletions(-) diff --git a/python/fate_flow/manager/containerd_worker_manager.py b/python/fate_flow/manager/containerd_worker_manager.py index b752ef931..fe3819cca 100644 --- a/python/fate_flow/manager/containerd_worker_manager.py +++ b/python/fate_flow/manager/containerd_worker_manager.py @@ -13,11 +13,12 @@ # See the License for the specific language governing permissions and # limitations under the License. # +from ruamel import yaml + from fate_flow.db.db_models import Task from fate_flow.manager.docker_manager import DockerManager from fate_flow.manager.k8s_manager import K8sManager from fate_flow.settings import WORKER -from fate_flow.utils.base_utils import json_dumps class ContainerdWorkerManager: @@ -49,7 +50,7 @@ def get_command(self, task: Task): def get_environment(self, task: Task, run_parameters): return { 'FATE_JOB_ID': task.f_job_id, - 'FATE_TASK_CONFIG': json_dumps(run_parameters), + 'FATE_TASK_CONFIG': yaml.dump(run_parameters), } def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): diff --git a/python/fate_flow/manager/k8s_manager.py b/python/fate_flow/manager/k8s_manager.py index cf452dc83..8333f89dc 100644 --- a/python/fate_flow/manager/k8s_manager.py +++ b/python/fate_flow/manager/k8s_manager.py @@ -15,8 +15,8 @@ import copy from pathlib import Path -import yaml from kubernetes import client, config +from ruamel import yaml from fate_flow.settings import WORKER diff --git a/python/fate_flow/manager/model_manager.py b/python/fate_flow/manager/model_manager.py index a8b2f4bba..088ec5514 100644 --- a/python/fate_flow/manager/model_manager.py +++ b/python/fate_flow/manager/model_manager.py @@ -17,14 +17,18 @@ import tarfile import traceback -import yaml from flask import send_file +from ruamel import yaml from werkzeug.datastructures import FileStorage from fate_flow.db.base_models import BaseModelOperate from fate_flow.db.db_models import PipelineModelMeta from fate_flow.entity.model_spc import MLModelSpec -from fate_flow.settings import SOURCE_MODEL_STORE_PATH, CACHE_MODEL_STORE_PATH, stat_logger +from fate_flow.settings import ( + CACHE_MODEL_STORE_PATH, + SOURCE_MODEL_STORE_PATH, + stat_logger, +) class PipelinedModel(object): diff --git a/python/fate_flow/manager/worker_manager.py b/python/fate_flow/manager/worker_manager.py index 8acc15108..920920693 100644 --- a/python/fate_flow/manager/worker_manager.py +++ b/python/fate_flow/manager/worker_manager.py @@ -17,6 +17,8 @@ import sys from uuid import uuid1 +from ruamel import yaml + from fate_flow.db.base_models import DB, auto_date_timestamp_db_field from fate_flow.db.db_models import Task, WorkerInfo from fate_flow.entity.types import WorkerName @@ -105,7 +107,7 @@ def get_env(cls, job_id, provider_info, task_parameters): env = { "PYTHONPATH": os.getenv("PYTHONPATH"), "FATE_JOB_ID": job_id, - "FATE_TASK_CONFIG": json_dumps(task_parameters), + "FATE_TASK_CONFIG": yaml.dump(task_parameters), } if os.getenv("EXECUTOR_ENV"): env["EXECUTOR_ENV"] = os.getenv("EXECUTOR_ENV") From 282a0e7249dd1fc79c6704113c13d2b186e81b23 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 17 Jan 2023 18:42:38 +0800 Subject: [PATCH 021/482] fateflow: fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/worker/worker_app.py | 18 +++++++++++++++--- python/fate_flow/hub/parser/default/_parser.py | 2 +- python/fate_flow/utils/process_utils.py | 4 ++-- 3 files changed, 18 insertions(+), 6 deletions(-) diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 12616099a..5fc6a13c8 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -20,15 +20,15 @@ from fate_flow.manager.model_manager import PipelinedModel from fate_flow.manager.output_manager import OutputDataTracking, OutputMetric from fate_flow.operation.job_saver import JobSaver -from fate_flow.utils.api_utils import get_json_result, validate_request_json +from fate_flow.utils.api_utils import get_json_result, validate_request_json, validate_request_params page_name = 'worker' -@manager.route('/task/report', methods=['POST']) +@manager.route('/task/status', methods=['POST']) @validate_request_json(status=fields.String(required=True), execution_id=fields.String(required=True), error=fields.String(required=False)) -def report_task(status, execution_id, error=None): +def report_task_status(status, execution_id, error=None): tasks = JobSaver.query_task(execution_id=execution_id) if tasks: task = tasks[0] @@ -48,6 +48,18 @@ def report_task(status, execution_id, error=None): return get_json_result(code=ReturnCode.TASK.NO_FOUND, message="no found task") +@manager.route('/task/status', methods=['GET']) +@validate_request_params(execution_id=fields.String(required=True)) +def query_task_status(execution_id): + tasks = JobSaver.query_task(execution_id=execution_id) + if tasks: + task_info = { + "status": tasks[0].f_status, + } + return get_json_result(code=ReturnCode.TASK.SUCCESS, message="success", data=task_info) + return get_json_result(code=ReturnCode.TASK.NO_FOUND, message="no found task") + + @manager.route('/task/output/tracking', methods=['POST']) @validate_request_json(execution_id=fields.String(required=True), meta_data=fields.Dict(required=True), type=fields.String(required=True), uri=fields.String(required=True), diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index e95031f0a..f32eda6ba 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -255,7 +255,7 @@ def get_output_data_metric_conf(self): @staticmethod def generate_mlmd(): _type = "flow" - _statu_uri = f"{BASE_URI}/worker/task/report" + _statu_uri = f"{BASE_URI}/worker/task/status" _tracking_uri = f'{BASE_URI}/worker/task/output/tracking' return MLMDSpec( type=_type, diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index 0d1d4175c..ea534d11c 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -202,10 +202,10 @@ def kill_task_executor_process(task: Task, only_child=False): return KillProcessRetCode.ERROR_PID for child in p.children(recursive=True): if check_process(pid=child.pid, task=task): - child.kill() + child.terminate() if not only_child: if check_process(pid, task=task): - p.kill() + p.terminate() schedule_logger(task.f_job_id).info("successfully stop task {} {} {} process pid:{}".format( task.f_task_id, task.f_role, task.f_party_id, pid)) return KillProcessRetCode.KILLED From 3e68c6c4ad8e00555e8704bf5b67b794deee7206 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 17 Jan 2023 18:42:57 +0800 Subject: [PATCH 022/482] fateflow: update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-container.txt | 2 ++ python/requirements-eggroll.txt | 6 ++++++ python/requirements-fate.txt | 1 + python/requirements-flow.txt | 18 ++++++++++++++++++ python/requirements-pulsar.txt | 1 + python/requirements-rabbitmq.txt | 1 + python/requirements-spark.txt | 1 + python/requirements.txt | 20 ++++++++++++++++++++ 8 files changed, 50 insertions(+) create mode 100644 python/requirements-container.txt create mode 100644 python/requirements-eggroll.txt create mode 100644 python/requirements-fate.txt create mode 100644 python/requirements-flow.txt create mode 100644 python/requirements-pulsar.txt create mode 100644 python/requirements-rabbitmq.txt create mode 100644 python/requirements-spark.txt create mode 100644 python/requirements.txt diff --git a/python/requirements-container.txt b/python/requirements-container.txt new file mode 100644 index 000000000..d3e9cd4e4 --- /dev/null +++ b/python/requirements-container.txt @@ -0,0 +1,2 @@ +docker +kubernetes \ No newline at end of file diff --git a/python/requirements-eggroll.txt b/python/requirements-eggroll.txt new file mode 100644 index 000000000..9be442c89 --- /dev/null +++ b/python/requirements-eggroll.txt @@ -0,0 +1,6 @@ +grpcio==1.46.3 +grpcio-tools==1.46.3 +numba +protobuf==3.19.6 +pyarrow==6.0.1 +mmh3==3.0.0 \ No newline at end of file diff --git a/python/requirements-fate.txt b/python/requirements-fate.txt new file mode 100644 index 000000000..f491e6cb9 --- /dev/null +++ b/python/requirements-fate.txt @@ -0,0 +1 @@ +pyfate[all] diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt new file mode 100644 index 000000000..10df577f7 --- /dev/null +++ b/python/requirements-flow.txt @@ -0,0 +1,18 @@ +pip>=21 +apsw<=3.10 +Flask==2.0.3 +grpcio==1.46.3 +grpcio-tools==1.46.3 +requests<2.26.0 +urllib3==1.26.5 +ruamel-yaml==0.16.10 +cachetools==3.0.0 +filelock==3.3.1 +pydantic +webargs +peewee==3.9.3 +python-dotenv==0.13.0 +ruamel-yaml==0.16.10 +pyyaml==5.4.1 +networkx +psutil>=5.7.0 \ No newline at end of file diff --git a/python/requirements-pulsar.txt b/python/requirements-pulsar.txt new file mode 100644 index 000000000..933764daf --- /dev/null +++ b/python/requirements-pulsar.txt @@ -0,0 +1 @@ +pulsar-client==2.10.0 \ No newline at end of file diff --git a/python/requirements-rabbitmq.txt b/python/requirements-rabbitmq.txt new file mode 100644 index 000000000..96aeb3111 --- /dev/null +++ b/python/requirements-rabbitmq.txt @@ -0,0 +1 @@ +pika==1.2.1 \ No newline at end of file diff --git a/python/requirements-spark.txt b/python/requirements-spark.txt new file mode 100644 index 000000000..da3b4b1a9 --- /dev/null +++ b/python/requirements-spark.txt @@ -0,0 +1 @@ +pyspark \ No newline at end of file diff --git a/python/requirements.txt b/python/requirements.txt new file mode 100644 index 000000000..f7bab6909 --- /dev/null +++ b/python/requirements.txt @@ -0,0 +1,20 @@ +# fate flow +-r requirements-flow.txt + +# container +-r requirements-container.txt + +# eggroll +-r requirements-eggroll.txt + +# rabbitmq +-r requirements-rabbitmq.txt + +# pulsar +-r requirements-pulsar.txt + +# spark +-r requirements-spark.txt + +# fate +-r requirements-fate.txt \ No newline at end of file From 29733ae2dd6ac461b4d9f3625dfbf8e7eac78c0c Mon Sep 17 00:00:00 2001 From: Chen Jing Date: Tue, 17 Jan 2023 19:11:39 +0800 Subject: [PATCH 023/482] Fix the issues find by code review in k8s manager Signed-off-by: Chen Jing --- python/fate_flow/manager/k8s_manager.py | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/python/fate_flow/manager/k8s_manager.py b/python/fate_flow/manager/k8s_manager.py index 8333f89dc..590699257 100644 --- a/python/fate_flow/manager/k8s_manager.py +++ b/python/fate_flow/manager/k8s_manager.py @@ -22,12 +22,10 @@ class K8sManager: - config = WORKER.get('k8s', {}).get('config', {}) image = WORKER.get('k8s', {}).get('image', '') def __init__(self): - config.load_kube_config_from_dict(self.config) - + config.load_incluster_config() self.job_template = yaml.safe_load( (Path(__file__).parent / 'k8s_template.yaml').read_text('utf-8') ) @@ -35,7 +33,6 @@ def __init__(self): @property def namespace(self): # In below file, the pod can read its K8s namespace - return "fate-9999" with open("/var/run/secrets/kubernetes.io/serviceaccount/namespace") as f: namespace = f.readline() return namespace From a8b06ee4f8205d71e7ef3f1e04c828e82ca286ab Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 18 Jan 2023 11:27:14 +0800 Subject: [PATCH 024/482] fateflow: kill process Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/utils/process_utils.py | 20 ++++++++++++++++++-- 1 file changed, 18 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index ea534d11c..09f57b55d 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -16,6 +16,8 @@ import errno import os import subprocess +import time + import psutil from fate_flow.utils.log_utils import schedule_logger from fate_flow.db.db_models import Task @@ -202,10 +204,10 @@ def kill_task_executor_process(task: Task, only_child=False): return KillProcessRetCode.ERROR_PID for child in p.children(recursive=True): if check_process(pid=child.pid, task=task): - child.terminate() + kill(p) if not only_child: if check_process(pid, task=task): - p.terminate() + kill(p) schedule_logger(task.f_job_id).info("successfully stop task {} {} {} process pid:{}".format( task.f_task_id, task.f_role, task.f_party_id, pid)) return KillProcessRetCode.KILLED @@ -213,6 +215,20 @@ def kill_task_executor_process(task: Task, only_child=False): raise e +def kill(p): + try: + p.terminate() + except: + pass + finally: + time.sleep(3) + if p.is_running(): + try: + p.kill() + except: + pass + + def kill_process(process: psutil.Process = None, pid: int = None, expected_cmdline: list = None): process = process if process is not None else get_process_instance(pid) if process is None: From 551c521f830f0e3c39ae1c410b6bfc3317e51bf1 Mon Sep 17 00:00:00 2001 From: weiwee Date: Wed, 18 Jan 2023 01:53:59 -0800 Subject: [PATCH 025/482] fix(clean): make clean more robust Signed-off-by: weiwee --- python/fate_flow/utils/process_utils.py | 28 ++++++++++++++++++------- 1 file changed, 21 insertions(+), 7 deletions(-) diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index 09f57b55d..fa03b1268 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -215,18 +215,32 @@ def kill_task_executor_process(task: Task, only_child=False): raise e -def kill(p): +def kill(p, wait_before_terminate=10, wait_before_kill=10): + # wait and check + for _ in range(wait_before_terminate): + if p.is_running(): + time.sleep(1) + else: + break try: - p.terminate() + # send sigterm, gracefully stop + if p.is_running(): + p.terminate() except: pass finally: - time.sleep(3) - if p.is_running(): - try: + # gracefully stop may takes few seconds, wati and check again + for _ in range(wait_before_kill): + if p.is_running(): + time.sleep(1) + else: + break + try: + # nothing could do now, kill anyway + if p.is_running(): p.kill() - except: - pass + except: + pass def kill_process(process: psutil.Process = None, pid: int = None, expected_cmdline: list = None): From eab4d70e7bd7361fb1081d222a4dd15748bb8690 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 30 Jan 2023 11:07:42 +0800 Subject: [PATCH 026/482] fateflow: update container manager Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/containerd_worker_manager.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/manager/containerd_worker_manager.py b/python/fate_flow/manager/containerd_worker_manager.py index fe3819cca..c60f7f935 100644 --- a/python/fate_flow/manager/containerd_worker_manager.py +++ b/python/fate_flow/manager/containerd_worker_manager.py @@ -16,8 +16,6 @@ from ruamel import yaml from fate_flow.db.db_models import Task -from fate_flow.manager.docker_manager import DockerManager -from fate_flow.manager.k8s_manager import K8sManager from fate_flow.settings import WORKER @@ -27,8 +25,10 @@ class ContainerdWorkerManager: def __init__(self): if self.worker_type == 'docker': + from fate_flow.manager.docker_manager import DockerManager self.manager = DockerManager() elif self.worker_type == 'k8s': + from fate_flow.manager.k8s_manager import K8sManager self.manager = K8sManager() else: raise ValueError(f'worker "{self.worker_type}" is not supported') From f23a86974a41f2cf9385b8b2ae01f231e50cfde0 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 30 Jan 2023 11:07:53 +0800 Subject: [PATCH 027/482] fateflow: update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-fate.txt | 20 +++++++++++++++++++- 1 file changed, 19 insertions(+), 1 deletion(-) diff --git a/python/requirements-fate.txt b/python/requirements-fate.txt index f491e6cb9..def37a491 100644 --- a/python/requirements-fate.txt +++ b/python/requirements-fate.txt @@ -1 +1,19 @@ -pyfate[all] +--extra-index-url https://download.pytorch.org/whl/cpu + +click>=7.1.2,<8.0.0 +scikit-learn==1.0.1 +pandas==1.1.5 +protobuf==3.19.6 +pydantic +typing-extensions +ruamel-yaml==0.16.10 +requests<2.26.0 +cloudpickle==2.1.0 +lmdb==1.3.0 +numpy==1.23.1 +torch==1.13.1 +urllib3==1.26.5 +grpcio==1.46.3 +ml_metadata +beautifultable +rust_paillier From a0f4adb9477a3bce3b28f78c5c0d3f3cf070e964 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 30 Jan 2023 20:31:13 +0800 Subject: [PATCH 028/482] fateflow: update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/container.md | 49 ++++++++++++++++ doc/images/container_load.png | Bin 0 -> 86543 bytes doc/images/federationml_schedule.png | Bin 0 -> 124572 bytes doc/images/log.png | Bin 0 -> 407463 bytes doc/images/open_flow.png | Bin 0 -> 154640 bytes doc/images/pull.png | Bin 0 -> 155269 bytes doc/images/push.png | Bin 0 -> 136997 bytes doc/index.md | 83 +++++++++++++++++++++++++++ 8 files changed, 132 insertions(+) create mode 100644 doc/container.md create mode 100644 doc/images/container_load.png create mode 100644 doc/images/federationml_schedule.png create mode 100644 doc/images/log.png create mode 100644 doc/images/open_flow.png create mode 100644 doc/images/pull.png create mode 100644 doc/images/push.png create mode 100644 doc/index.md diff --git a/doc/container.md b/doc/container.md new file mode 100644 index 000000000..5b455a461 --- /dev/null +++ b/doc/container.md @@ -0,0 +1,49 @@ +## 算法容器注册与加载方案 + +### 1. 整体架构图 +![整体架构图](./images/container_load.png) + +模块说明： + +1. discovery: 算法服务发现和路由 +2. registry: 算法注册器，包括本地算法和算法镜像 +3. scheduler: 调度器，对任务进行调度 +4. local manager: 本地算法任务(非容器化方式)管理 +5. container manager: 基于容器化方式的管理，是对底层容器编排能力的封装 + +### 2. 容器加载 +#### 2.1 容器管理器 + +负责管理组件所运行的容器的管理，与容器平台(如：Docker、Kubernetes等)进行对接，完成容器的编排管理。 + +#### 2.2 容器运行模式 + +##### 2.2.1 即用即销毁 +说明：一个task对应一个容器 +实现方式：通过容器命令接口启动容器任务, 任务运行结束上报其对应状态和相应输出给系统，并销毁当前容器。 + +##### 2.2.2 常驻服务(待实现) +说明：支持容器复用，多个task运行在一个容器里 +实现方式：flow服务内嵌至算法容器中，并暴露相关接口(run、stop等)给调度层。调度层通过容器支持服务接口启动task。容器启动后为常驻服务，供调度层调度。 + +### 3. 参数传递方式 +#### 3.1 环境变量 +适用于即用即销毁模式，容器启动时将参数放到算法容器环境变量里。 +#### 3.2 接口参数(待实现) +适用于常驻服务模式，启动task的方式为调用容器服务接口，并把所需参数作为接口参数传入。 + +### 4. 算法注册与加载(待实现) +1. 注册：flow提供镜像注册接口(provider)，内容定义： +```yaml +provider: fate +version: 2.0.0.alpha +way: docker +``` +注：provider为算法来源;version为算法版本号;way为算法形式，包括local、docker、kubernetes等 +2. 加载：dag配置可指定provider，flow通过provider加载出对应算法模块； + +### 5. 容器日志方案 +![日志方案图](./images/log.png) +- 文件映射 +- 日志接口 +- 队列缓存+日志接口 diff --git a/doc/images/container_load.png b/doc/images/container_load.png new file mode 100644 index 0000000000000000000000000000000000000000..7146b605a0693414634506ad8d5a6ef0b2169f04 GIT binary patch literal 86543 zcmeGEWmr|~+6D{*0wPFA3o3|oOAAs8(%q95LApb_Lwy}8rTv_J%b82NrJ2MMwQxp{GkT|WI+G^iO({!VwqK42irEfLg zqT%(6C4iu;OP1e>7JC-*_+i1+uq4JLdzSXF#+}Yuw3ppb*3f1SQuSCD6*5X@yJu*y zZI*eVdH$1MPn>>=t_=M6e#7thW}13(Bmza5nkkm<#am9P+}E5kN~pKiZanux#f;=g zs9at)L5cOhm|ub8`Z4Zk>Bs6_f4VNqVj$=_L!maI9w7XBhCx7e6UDGMp$8k4n)zrV z20K^wDb7ppySE9JNMt`{x6j52$OYk_%+fMAQn%dp!;I^WSwYEg!AB%XUf%nfeRTIF ze~1_>s+cF^7k{riN+=av$C(%yM6vaRFK?Q21d(^$(AJrE_<0#FY892<-Fx>-QPa8P zBX!nA7d~s!?U+yT&(fYS4zstN+Bedc$J(teQ~m;db<^&Mqb^+`XF>Vj6BJ z%AwMClCmnL6wVy+N~ny)Ht83FUOczPcBrQn<$F;&*h3oZ^zdCHMk*`&5BlfU=zCt7 zPg!Mbs#N$Ms%+tu4#qo7SzbL!E154FnYG*nnN 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HcmV?d00001 diff --git a/doc/index.md b/doc/index.md new file mode 100644 index 000000000..396c96b6a --- /dev/null +++ b/doc/index.md @@ -0,0 +1,83 @@ +## FATE FLOW V2.0方案 + +### 1. 背景 + +联邦学习为打破“数据孤岛”而生，然而随着越来越多的机构投身到联邦学习领域，不同架构的联邦学习系统之间逐渐形成了新的“孤岛”现象，互联互通显得越发重要。FATE FLow 2.0版本将定义全新的Open Flow Api，从流程调度和算法调度两个层面实现互联互通。 + +### 2. 整体方案图 + +![image-20220922195625843](./images/open_flow.png) + +### 3. 调度层 + +#### 3.1 流程调度时序图 + +2.x版本调度方可在任务配置中指定(默认为发起方)，可以为发起方、合作方或者第三方。 + +##### 3.1.1 push模式 +说明：各参与方主动上报任务状态 +![image-20220922195625843](./images/push.png) + + +##### 3.1.2 pull模式 +说明：调度方定时查询各参与方任务状态 +![image-20220922195625843](./images/pull.png) + +#### 3.2 应用层 + +- 说明：用于对接上层系统，包括任务创建、查询、停止等接口 + +#### 3.3 底座层 + +- 说明：用于对接算法容器，包括任务状态上报、任务输出存储/查询等 + +#### 3.4 互联互通层 + +- 说明：用于对接跨机构、站点调度 + + +### 4. 算法容器调度 + +说明：FATE历史版本中的算法加载是以python脚本形式在subprocess进程中加载，在安全性、扩展性等方面存在不足，且无法满足异构算法组合编排场景。在新版本中引入“算法容器”加载算法，通过制定统一的算法镜像构建标准与接口并定义一套规范的镜像加载机制与流程，实现异构场景的互联互通。 + +![image-20220922195625843](./images/federationml_schedule.png) + +注：图中节点A、B代表两家隐私计算提供商，A-X代表A厂的算法X，B-Y代表B厂算法Y。 + +#### 4.1 容器注册与加载 + +- [算法容器注册与加载文档](./container.md) + +#### 4.2 平台资源 + +##### 4.2.1 通信 +新增支持osx(open site exchange)作为通信服务 +- 调度通信服务：rollsite、nginx、osx +- 算法通信服务：rollsite、rabbitmq、pulsar、osx + +##### 4.2.2 计算 + +- standalone +- eggroll +- spark + +##### 4.2.3 存储 + +- standalone +- eggroll +- hdfs +- ... + +### 5. DAG定义 +fate 2.0参考kubeflow的设计，在DAG的结构定义方面进行调整，具体参考: [新版dag配置](./../examples/lr/eggroll/lr_train_dag.yaml) + +### 6. 解耦 + +fate 1.x版本的调度层与算法层在数据、模型、类调用等方面存在一些耦合和特判的情况。在fate 2.0版本，在算法和调度层面解偶，以此降低异构算法接入的开发成本。 + +### 7. 资源管控 +- 资源类型: job、 task +- 管控粒度: job级资源控制任务数量、task级资源控制任务并行度 + +### 8. 状态码定义 +- 细化api状态码，以便快速定位问题 From 530675716e6f6c76af1544b2d4f144b163756d9b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 31 Jan 2023 10:22:40 +0800 Subject: [PATCH 029/482] fateflow: update container command Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/containerd_worker_manager.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/manager/containerd_worker_manager.py b/python/fate_flow/manager/containerd_worker_manager.py index c60f7f935..8ca747205 100644 --- a/python/fate_flow/manager/containerd_worker_manager.py +++ b/python/fate_flow/manager/containerd_worker_manager.py @@ -38,7 +38,8 @@ def get_name(task: Task): def get_command(self, task: Task): return [ - f'{self.fate_root}/fateflow/python/fate_flow/worker/executor.py', + '-m', + "fate.components" 'component', 'execute', '--process-tag', From d19acaec0b3699ac431c89a8f87e943b5974f950 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 31 Jan 2023 12:20:50 +0800 Subject: [PATCH 030/482] fateflow: update examples Signed-off-by: zhihuiwan <15779896112@163.com> --- examples/data/breast_hetero_guest.csv | 570 +++++++++++++++++++++ examples/data/breast_hetero_host.csv | 570 +++++++++++++++++++++ examples/lr/standalone/lr_predict_dag.yaml | 4 +- examples/lr/standalone/lr_train_dag.yaml | 4 +- examples/test/data.py | 12 + examples/test/job.py | 6 + examples/test/output.py | 39 ++ examples/test/site.py | 9 + 8 files changed, 1210 insertions(+), 4 deletions(-) create mode 100644 examples/data/breast_hetero_guest.csv create mode 100644 examples/data/breast_hetero_host.csv create mode 100644 examples/test/data.py create mode 100644 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+115,-0.624062,0.521345,-0.635937,-0.615148,0.093918,-0.489914,-0.697043,-0.743876,-0.451325,-0.121575,-0.336999,-0.533695,-0.428726,-0.342062,0.254017,-0.022811,-0.449069,-0.662649,-0.939848,0.023110 +2,1.579888,0.456187,1.566503,1.558884,0.942210,1.052926,1.363478,2.037231,0.939685,-0.398008,1.228676,-0.780083,0.850928,1.181336,-0.297005,0.814974,0.213076,1.424827,0.237036,0.293559 +39,-0.183840,0.356123,-0.147009,-0.272150,0.372887,0.400995,0.219721,0.141115,-0.334494,0.197386,-0.693589,-1.134788,-0.653965,-0.480013,-0.558016,-0.172595,-0.046543,0.133639,-0.819980,-0.229940 diff --git a/examples/lr/standalone/lr_predict_dag.yaml b/examples/lr/standalone/lr_predict_dag.yaml index f33ad2791..336444362 100644 --- a/examples/lr/standalone/lr_predict_dag.yaml +++ b/examples/lr/standalone/lr_predict_dag.yaml @@ -29,7 +29,7 @@ dag: id_name: id label_name: y label_type: float32 - path: file:///data/projects/fate/examples/data/breast_hetero_guest.csv + path: file:///data/projects/fate/fateflow/examples/data/breast_hetero_guest.csv host_10000: parties: - party_id: @@ -44,7 +44,7 @@ dag: format: csv id_name: id label_name: null - path: file:///data/projects/fate/examples/data/breast_hetero_host.csv + path: file:///data/projects/fate/fateflow/examples/data/breast_hetero_host.csv scheduler_party_id: '10001' stage: predict tasks: diff --git a/examples/lr/standalone/lr_train_dag.yaml b/examples/lr/standalone/lr_train_dag.yaml index 4ebf06009..18661eb18 100644 --- a/examples/lr/standalone/lr_train_dag.yaml +++ b/examples/lr/standalone/lr_train_dag.yaml @@ -29,7 +29,7 @@ dag: id_name: id label_name: y label_type: float32 - path: file:///data/projects/fate/examples/data/breast_hetero_guest.csv + path: file:///data/projects/fate/fateflow/examples/data/breast_hetero_guest.csv host_10000: conf: test_reader_guest: 2 @@ -46,7 +46,7 @@ dag: format: csv id_name: id label_name: null - path: file:///data/projects/fate/examples/data/breast_hetero_host.csv + path: file:///data/projects/fate/fateflow/examples/data/breast_hetero_host.csv scheduler_party_id: '10001' stage: train tasks: diff --git a/examples/test/data.py b/examples/test/data.py new file mode 100644 index 000000000..7e7fca4f7 --- /dev/null +++ b/examples/test/data.py @@ -0,0 +1,12 @@ +import json + +import requests + +base = "http://127.0.0.1:9380/v2" + + +def upload_data(): + uri = "/data/upload" + conf = json.load(open("../upload/upload_guest.json", "r")) + response = requests.post(base+uri, json=conf) + print(response.text) diff --git a/examples/test/job.py b/examples/test/job.py index 4b2a707ea..5d6fcea68 100644 --- a/examples/test/job.py +++ b/examples/test/job.py @@ -27,3 +27,9 @@ def query_task(job_id, role, party_id, task_name): uri = "/job/task/query" response = requests.post(base+uri, json={"job_id": job_id, "role": role, "party_id": party_id, "task_name": task_name}) print(response.text) + + +def rerun_job(job_id): + uri = "/job/rerun" + response = requests.post(base+uri, json={"job_id": job_id}) + print(response.text) \ No newline at end of file diff --git a/examples/test/output.py b/examples/test/output.py new file mode 100644 index 000000000..8ac0ed90c --- /dev/null +++ b/examples/test/output.py @@ -0,0 +1,39 @@ +import requests + +base = "http://127.0.0.1:9380/v2" + + +def metric_key_query(job_id, role, party_id, task_name): + uri = "/output/metric/key/query" + data = { + "job_id": job_id, + "role": role, + "party_id": party_id, + "task_name": task_name + } + response = requests.get(base+uri, params=data) + print(response.text) + + +def metric_query(job_id, role, party_id, task_name): + uri = "/output/metric/query" + data = { + "job_id": job_id, + "role": role, + "party_id": party_id, + "task_name": task_name + } + response = requests.get(base+uri, params=data) + print(response.text) + + +def model_query(job_id, role, party_id, task_name): + uri = "/output/model/query" + data = { + "job_id": job_id, + "role": role, + "party_id": party_id, + "task_name": task_name + } + response = requests.get(base+uri, params=data) + print(response.text) diff --git a/examples/test/site.py b/examples/test/site.py new file mode 100644 index 000000000..5ac377e90 --- /dev/null +++ b/examples/test/site.py @@ -0,0 +1,9 @@ +import requests + +base = "http://127.0.0.1:9380/v2" + + +def site_info_query(): + uri = "/site/info/query" + response = requests.get(base+uri) + print(response.text) From 2419639dd5f298a246bcbc1f0c63d1b3d404a711 Mon Sep 17 00:00:00 2001 From: Jat Date: Tue, 31 Jan 2023 12:50:10 +0800 Subject: [PATCH 031/482] remove fate_root Signed-off-by: Jat --- conf/service_conf.yaml | 3 +-- fateflow.env | 1 - .../manager/containerd_worker_manager.py | 21 ++++++++++++------- python/fate_flow/manager/docker_manager.py | 5 +++-- python/fate_flow/manager/k8s_manager.py | 2 +- python/fate_flow/settings.py | 3 ++- 6 files changed, 20 insertions(+), 15 deletions(-) delete mode 100644 fateflow.env diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index 6153b880c..b20636139 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -69,12 +69,11 @@ computing: nodes: 2 worker: type: native - fate_root: /data/projects/fate docker: config: # https://docker-py.readthedocs.io/en/stable/client.html#docker.client.DockerClient base_url: unix:///var/run/docker.sock - image: federatedai/fate_algorithm:2.0-alpha + image: ccr.ccs.tencentyun.com/federatedai/standalone_fate:2.0.0-alpha k8s: config: image: diff --git a/fateflow.env b/fateflow.env deleted file mode 100644 index 4383e63b0..000000000 --- a/fateflow.env +++ /dev/null @@ -1 +0,0 @@ -FATEFlow=1.9.0 \ No newline at end of file diff --git a/python/fate_flow/manager/containerd_worker_manager.py b/python/fate_flow/manager/containerd_worker_manager.py index 8ca747205..4199ed58f 100644 --- a/python/fate_flow/manager/containerd_worker_manager.py +++ b/python/fate_flow/manager/containerd_worker_manager.py @@ -16,12 +16,11 @@ from ruamel import yaml from fate_flow.db.db_models import Task -from fate_flow.settings import WORKER +from fate_flow.settings import LOCAL_DATA_STORE_PATH, LOG_DIRECTORY, WORKER class ContainerdWorkerManager: worker_type = WORKER.get('type', '') - fate_root = WORKER.get('fate_root', '') def __init__(self): if self.worker_type == 'docker': @@ -33,8 +32,8 @@ def __init__(self): else: raise ValueError(f'worker "{self.worker_type}" is not supported') - def get_name(task: Task): - return f'{Task.f_role}#{Task.f_party_id}#{Task.f_task_id}#{Task.f_task_version}' + def get_name(self, task: Task): + return f'{task.f_role}-{task.f_party_id}-{task.f_task_id}-{task.f_task_version}' def get_command(self, task: Task): return [ @@ -44,7 +43,7 @@ def get_command(self, task: Task): 'execute', '--process-tag', task.f_execution_id, - '--env_name', + '--env-name', 'FATE_TASK_CONFIG', ] @@ -52,17 +51,23 @@ def get_environment(self, task: Task, run_parameters): return { 'FATE_JOB_ID': task.f_job_id, 'FATE_TASK_CONFIG': yaml.dump(run_parameters), + 'STANDALONE_DATA_PATH': f'{LOCAL_DATA_STORE_PATH}/__standalone_data__', } def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): - return self.manager.start( + self.manager.start( self.get_name(task), self.get_command(task), self.get_environment(task, run_parameters), + volumes=[ + f'{LOCAL_DATA_STORE_PATH}:{LOCAL_DATA_STORE_PATH}', + f'{LOG_DIRECTORY}:{LOG_DIRECTORY}', + ], ) + return {} def kill(self, task): - return self.manager.stop(self._get_name(task)) + self.manager.stop(self.get_name(task)) def is_alive(self, task): - return self.manager.is_running(self._get_name(task)) + return self.manager.is_running(self.get_name(task)) diff --git a/python/fate_flow/manager/docker_manager.py b/python/fate_flow/manager/docker_manager.py index 08f03b2ec..b6183cc44 100644 --- a/python/fate_flow/manager/docker_manager.py +++ b/python/fate_flow/manager/docker_manager.py @@ -24,11 +24,12 @@ class DockerManager: def __init__(self): self.client = docker.DockerClient(**self.config) - def start(self, name, command, environment): + def start(self, name, command, environment, volumes): self.client.containers.run( self.image, command, - auto_remove=True, detach=True, + auto_remove=False, detach=True, environment=environment, name=name, + network_mode='host', volumes=volumes, ) def stop(self, name): diff --git a/python/fate_flow/manager/k8s_manager.py b/python/fate_flow/manager/k8s_manager.py index 590699257..34266edbb 100644 --- a/python/fate_flow/manager/k8s_manager.py +++ b/python/fate_flow/manager/k8s_manager.py @@ -49,7 +49,7 @@ def populate_yaml_template(self, name, command, environment): container_spec['env'] = [{'name': k, 'value': v} for k, v in environment.items()] return job_conf - def start(self, name, command, environment): + def start(self, name, command, environment, volumes): job_conf = self.populate_yaml_template(name, command, environment) client.BatchV1Api().create_namespaced_job(self.namespace, job_conf) diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index 9bb9c9b98..00eb81f1e 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -55,7 +55,8 @@ DATABASE = decrypt_database_config() # Logger -LoggerFactory.set_directory(os.path.join(get_fate_flow_directory(), "logs", "fate_flow")) +LOG_DIRECTORY = get_fate_flow_directory("logs") +LoggerFactory.set_directory(os.path.join(LOG_DIRECTORY, "fate_flow")) # {CRITICAL: 50, FATAL:50, ERROR:40, WARNING:30, WARN:30, INFO:20, DEBUG:10, NOTSET:0} LoggerFactory.LEVEL = 10 From cc6ac035aa7ae0299240b60fe8ffc8608e261c65 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 31 Jan 2023 15:07:07 +0800 Subject: [PATCH 032/482] fateflow: update release Signed-off-by: zhihuiwan <15779896112@163.com> --- RELEASE.md | 223 +++-------------------------------------------------- 1 file changed, 10 insertions(+), 213 deletions(-) diff --git a/RELEASE.md b/RELEASE.md index f0f91acc8..b70c8a9dd 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -1,213 +1,10 @@ -# Release 1.9.0 -## Major Features and Improvements -* Support high availability and load balancing to improve system availability and stability -* Added support for site authentication and data set authority authentication, and supports hook mode for users to customize authentication schemes -* Component registration optimization, support participants to use different versions of algorithm components -* Upload, reader support feature anonymity, support specifying id column -* Scheduling optimization, asynchronous time-consuming operations, component scheduling performance improved by more than 5 times This optimization obvious benefits for multi-component tasks -* Added component ApiReader to get feature data by id -* Model storage optimization, support model data synchronization between local and other storage -* The scheduler now can obtain the error information from other participant's algorithm components - -# Release 1.8.0 -## Major Features and Improvements -* Optimize the model migration function to reduce user operation steps; -* Add version compatibility check in component center to support multiple parties to use different versions; -* Add data table disable/enable function, and support batch delete disable table - -# Release 1.7.2 -## Major Features and Improvements -* Separate the base connection address of the data storage table from the data table information, and compatible with historical versions; -* Optimize the component output data download interface. - -# Release 1.7.1 -## Major Features and Improvements -* Added the writer component, which supports exporting data to mysql and saving data as a new table; -* Added job reuse function, which supports the reuse of successful status components of historical tasks in new jobs; -* Optimize the time-consuming problem of submitting tasks and the time-consuming problem of stopping tasks; -* Component registration supports automatic setting of PYTHONPYTH. - -## Bug Fixes -* Fix the problem of OOM when uploading hdfs table; -* Fix the problem of incompatibility with the old version of serving; -* The parameter partitions of the toy test is set to 4, and a timeout prompt is added. - -# Release 1.7.0 - -## Major Features and Improvements - -* Independent repository instead of all code in the main FATE repository -* Component registry, which can hot load many different versions of component packages at the same time -* Hot update of component parameters, component-specific reruns, automatic reruns -* Model Checkpoint to support task hot start, model deployment and other -* Data, Model and Cache can be reused between jobs -* Reader component supports more data sources, such as MySQL, Hive -* Realtime recording of dataset usage derivation routes -* Multi-party permission control for datasets -* Automatic push to reliable storage when model deployment, support Tencent Cloud COS, MySQL, Redis -* REST API authentication - -## Bug Fixes - -# Release 1.6.1 -## Major Features and Improvements -* Support mysql storage engine; -* Added service registry interface; -* Added service query interface; -* Support fate on WeDataSphere mode -* Add lock when writing `model_local_cache` -* Register the model download urls to zookeeper - -## Bug Fixes -* Fix job id length no more than 25 limitation - - -# Release 1.5.2 -## Major Features and Improvements -* Read data from mysql with ‘table bind’ command to map source table to FATE table -* FATE cluster push model for one-to-multiple FATE Serving clusters in one party - -## Bug Fixes -* Fix job id length no more than 25 limitation - - -# Release 1.5.1 -## Major Features and Improvements -* Optimize the model center, reconstruct publishing model, support deploy, load, bind, migrate operations, and add new interfaces such as model info -* Improve identity authentication and resource authorization, support party identity verification, and participate in the authorization of roles and components -* Optimize and fix resource manager, add task_cores job parameters to adapt to different computing engines - -## Deploy -* Support 1.5.0 retain data upgrade to 1.5.1 - -## Bug Fixes -* Fix job clean CLI - - -# Release 1.5.0（LTS） -## Major Features and Improvements -* Brand new scheduling framework based on global state and optimistic concurrency control and support multiple scheduler -* Upgraded task scheduling: multi-model output for component, executing component in parallel, component rerun -* Add new DSL v2 which significantly improves user experiences in comparison to DSL v1. Several syntax error detection functions are supported in v2. Now DSL v1 and v2 are - compatible in the current FATE version -* Enhanced resource scheduling: remove limit on job number, base on cores, memory and working node according to different computing engine supports -* Add model registry, supports model query, import/export, model transfer between clusters -* Add Reader component: automatically dump input data to FATE-compatible format and cluster storage engine; now data from HDFS -* Refactor submit job configuration's parameters setting, support different parties use different job parameters when using dsl V2. - -## Client -* Brand new CLI v2 with easy independent installation, user-friendly programming syntax & command-line prompt -* Support FLOW python language SDK - - -# Release 1.4.4 -## Major Features and Improvements -* Task Executor supports monkey patch -* Add forward API - - -# Release 1.4.2 -## Major Features and Improvements -* Distinguish between user stop job and system stop job; -* Optimized some logs; -* Optimize zookeeper configuration -* The model supports persistent storage to mysql -* Push the model to the online service to support the specified storage address (local file and FATEFlowServer interface) - - -# Release 1.4.1 -## Major Features and Improvements -* Allow the host to stop the job -* Optimize the task queue -* Automatically align the input table partitions of all participants when the job is running -* Fate flow client large file upload optimization -* Fixed some bugs with abnormal status - - -# Release 1.4.0 -## Major Features and Improvements -* Refactoring model management, native file directory storage, storage structure is more flexible, more information -* Support model import and export, store and restore with reliable distributed system(Redis is currently supported) -* Using MySQL instead of Redis to implement Job Queue, reducing system complexity -* Support for uploading client local files -* Automatically detects the existence of the table and provides the destroy option -* Separate system, algorithm, scheduling command log, scheduling command log can be independently audited - - -# Release 1.3.1 -## Major Features and Improvements -## Deploy -* Support deploying by MacOS -* Support using external db -* Deploy JDK and Python environments on demand -* Improve MySQL and FATE Flow service.sh -* Support more custom deployment configurations in the default_configurations.sh, such as ssh_port, mysql_port and so one. - -# Release 1.3.0 -## Major Features and Improvements -* Add clean job CLI for cleaning output and intermediate results, including data, metrics and sessions -* Support for obtaining table namespace and name of output data via CLI -* Fix KillJob unsuccessful execution in some special cases -* Improve log system, add more exception and run time status prompts - - -# Release 1.2.0 -## Major Features and Improvements -* Add data management module for recording the uploaded data tables and the outputs of the model in the job running, and for querying and cleaning up CLI. -* Support registration center for simplifying communication configuration between FATEFlow and FATEServing -* Restruct model release logic, FATE_Flow pushes model directly to FATE-Serving. Decouple FATE-Serving and Eggroll, and the offline and online architectures are connected only by FATE-Flow. -* Provide CLI to query data upload record -* Upload and download data support progress statistics by line -* Add some abnormal diagnosis tips -* Support adding note information to job - -## Deploy -* Fix bugs in EggRoll startup script, add mysql, redis startup options. -* Disable host name resolution configuration for mysql service. -* The version number of each module of the software packaging script is updated using the automatic acquisition mode. - - -# Release 1.1.1 -## Major Features and Improvements -* Add cluster deployment support based on ubuntu operating system。 -* Support intermediate data cleanup after the task ends -* Optimizing the deployment process - - -## Bug Fixes -* Fix a bug in download api -* Fix bugs of spark-backend - - -# Release 1.1 -## Major Features and Improvements -* Upload and Download support CLI for querying job status -* Support for canceling waiting job -* Support for setting job timeout -* Support for storing a job scheduling log in the job log folder -* Add authentication control Beta version, including component, command, role - - -# Release 1.0.2 -## Major Features and Improvements -* Python and JDK environment are required only for running standalone version quick experiment -* Support cluster version docker deployment -* Add deployment guide in Chinese -* Standalone version job for quick experiment is supported when cluster version deployed. -* Python service log will remain for 14 days now. - - -# Release 1.0.1 -## Bug Fixes -* Support upload file in version argument -* Support get serviceRoleName from configuration - - -# Release 1.0 -## Major Features and Improvements -* DAG defines Pipeline -* Federated Multi-party asymmetric DSL parser -* Federated Learning lifecycle management -* Federated Task collaborative scheduling -* Tracking for data, metric, model and so on -* Federated Multi-party model management \ No newline at end of file +## Release 2.0.0-alpha +### Feature Highlights +* Adapted to re-designed federated modeling DAG +* Standardized API interface with param type checking +* Decoupling Flow from FATE repository +* Optimized scheduling logic, with configurable dispatcher decoupled from initiator +* Encapsulated scheduling client to allow cross-platform scheduling +* Support container-level algorithm loading and task scheduling, enhancing support for cross-platform heterogeneous scenarios +* Independent maintenance for system configuration to enhance flexibility and ease of configuration +* Support new communication engine OSX, while compatible with all engines from Flow 1.X \ No newline at end of file From 20eac754f5e6de6fcc5e97c6408faadccbfafa9a Mon Sep 17 00:00:00 2001 From: Jat Date: Tue, 31 Jan 2023 15:29:06 +0800 Subject: [PATCH 033/482] bugfix Signed-off-by: Jat --- python/fate_flow/manager/containerd_worker_manager.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/manager/containerd_worker_manager.py b/python/fate_flow/manager/containerd_worker_manager.py index 4199ed58f..283930ac6 100644 --- a/python/fate_flow/manager/containerd_worker_manager.py +++ b/python/fate_flow/manager/containerd_worker_manager.py @@ -38,7 +38,7 @@ def get_name(self, task: Task): def get_command(self, task: Task): return [ '-m', - "fate.components" + 'fate.components', 'component', 'execute', '--process-tag', From 56b6bd1a64772e36e6a42ee979fb8d6ed9516fc1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 31 Jan 2023 15:47:37 +0800 Subject: [PATCH 034/482] fateflow: fix standalone bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/utils/api_utils.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index 0c60d7204..5ef031e1c 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -24,7 +24,7 @@ from fate_flow.entity.engine_types import CoordinationProxyService from fate_flow.entity.types import RetCode, CoordinationCommunicationProtocol, FederatedMode -from fate_flow.settings import stat_logger, PROXY_NAME, ENGINES, PROXY +from fate_flow.settings import stat_logger, PROXY_NAME, ENGINES, PROXY, HOST, HTTP_PORT def get_json_result(code=RetCode.SUCCESS, message='success', data=None, job_id=None, meta=None): @@ -102,7 +102,7 @@ def validate_request_headers(**kwargs): def get_federated_proxy_address(): # protocol = CoordinationCommunicationProtocol.HTTP if ENGINES.get("federated_mode") == FederatedMode.SINGLE: - return "127.0.0.1", 9360, CoordinationCommunicationProtocol.GRPC, PROXY_NAME + return HOST, HTTP_PORT, CoordinationCommunicationProtocol.HTTP, PROXY_NAME if PROXY_NAME == CoordinationProxyService.OSX: host = PROXY.get(PROXY_NAME).get("host") port = PROXY.get(PROXY_NAME).get("port") From a9735b655da4dba5caee6aca9a9be680024fcfb7 Mon Sep 17 00:00:00 2001 From: Jat Date: Tue, 31 Jan 2023 15:57:08 +0800 Subject: [PATCH 035/482] skip resource check on docker Signed-off-by: Jat --- python/fate_flow/manager/resource_manager.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/python/fate_flow/manager/resource_manager.py b/python/fate_flow/manager/resource_manager.py index 93fc20dcc..276d83fb4 100644 --- a/python/fate_flow/manager/resource_manager.py +++ b/python/fate_flow/manager/resource_manager.py @@ -20,12 +20,14 @@ from fate_flow.entity.engine_types import EngineType from fate_flow.entity.types import ResourceOperation from fate_flow.runtime.job_default_config import JobDefaultConfig -from fate_flow.settings import stat_logger, IGNORE_RESOURCE_ROLES, ENGINES +from fate_flow.settings import stat_logger, IGNORE_RESOURCE_ROLES, ENGINES, WORKER from fate_flow.utils import engine_utils, base_utils, job_utils from fate_flow.utils.log_utils import schedule_logger class ResourceManager(object): + worker_type = WORKER.get('type', '') + @classmethod def initialize(cls): engines_config = engine_utils.get_engines_config_from_conf(group_map=True) @@ -195,7 +197,7 @@ def resource_for_task(cls, task_info, operation_type): def calculate_job_resource(cls, job_id, role, party_id): cores = 0 memory = 0 - if role in IGNORE_RESOURCE_ROLES: + if cls.worker_type in {'docker', 'k8s'} or role in IGNORE_RESOURCE_ROLES: return cores, memory task_cores, task_parallelism = job_utils.get_job_resource_info(job_id, role, party_id) if not task_cores: @@ -210,7 +212,7 @@ def calculate_job_resource(cls, job_id, role, party_id): def calculate_task_resource(cls, task_info: dict = None): cores_per_task = 0 memory_per_task = 0 - if task_info["role"] in IGNORE_RESOURCE_ROLES: + if cls.worker_type in {'docker', 'k8s'} or task_info["role"] in IGNORE_RESOURCE_ROLES: return cores_per_task, memory_per_task cores_per_task, task_parallelism = job_utils.get_job_resource_info(task_info["job_id"], task_info["role"], task_info["party_id"]) if not cores_per_task: From cbf541ab65d6219b61fb9cde29ddeb2161fe937c Mon Sep 17 00:00:00 2001 From: Jat Date: Tue, 31 Jan 2023 16:18:26 +0800 Subject: [PATCH 036/482] Revert "skip resource check on docker" This reverts commit a9735b655da4dba5caee6aca9a9be680024fcfb7. --- python/fate_flow/manager/resource_manager.py | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/python/fate_flow/manager/resource_manager.py b/python/fate_flow/manager/resource_manager.py index 276d83fb4..93fc20dcc 100644 --- a/python/fate_flow/manager/resource_manager.py +++ b/python/fate_flow/manager/resource_manager.py @@ -20,14 +20,12 @@ from fate_flow.entity.engine_types import EngineType from fate_flow.entity.types import ResourceOperation from fate_flow.runtime.job_default_config import JobDefaultConfig -from fate_flow.settings import stat_logger, IGNORE_RESOURCE_ROLES, ENGINES, WORKER +from fate_flow.settings import stat_logger, IGNORE_RESOURCE_ROLES, ENGINES from fate_flow.utils import engine_utils, base_utils, job_utils from fate_flow.utils.log_utils import schedule_logger class ResourceManager(object): - worker_type = WORKER.get('type', '') - @classmethod def initialize(cls): engines_config = engine_utils.get_engines_config_from_conf(group_map=True) @@ -197,7 +195,7 @@ def resource_for_task(cls, task_info, operation_type): def calculate_job_resource(cls, job_id, role, party_id): cores = 0 memory = 0 - if cls.worker_type in {'docker', 'k8s'} or role in IGNORE_RESOURCE_ROLES: + if role in IGNORE_RESOURCE_ROLES: return cores, memory task_cores, task_parallelism = job_utils.get_job_resource_info(job_id, role, party_id) if not task_cores: @@ -212,7 +210,7 @@ def calculate_job_resource(cls, job_id, role, party_id): def calculate_task_resource(cls, task_info: dict = None): cores_per_task = 0 memory_per_task = 0 - if cls.worker_type in {'docker', 'k8s'} or task_info["role"] in IGNORE_RESOURCE_ROLES: + if task_info["role"] in IGNORE_RESOURCE_ROLES: return cores_per_task, memory_per_task cores_per_task, task_parallelism = job_utils.get_job_resource_info(task_info["job_id"], task_info["role"], task_info["party_id"]) if not cores_per_task: From 9706831de44499a8a8683d0f93248ad1f3e4fcc1 Mon Sep 17 00:00:00 2001 From: Jat Date: Tue, 31 Jan 2023 16:27:46 +0800 Subject: [PATCH 037/482] bugfix Signed-off-by: Jat --- python/fate_flow/manager/containerd_worker_manager.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/manager/containerd_worker_manager.py b/python/fate_flow/manager/containerd_worker_manager.py index 283930ac6..36aca21bd 100644 --- a/python/fate_flow/manager/containerd_worker_manager.py +++ b/python/fate_flow/manager/containerd_worker_manager.py @@ -16,6 +16,7 @@ from ruamel import yaml from fate_flow.db.db_models import Task +from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.settings import LOCAL_DATA_STORE_PATH, LOG_DIRECTORY, WORKER @@ -64,7 +65,9 @@ def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_d f'{LOG_DIRECTORY}:{LOG_DIRECTORY}', ], ) - return {} + return { + 'run_ip': RuntimeConfig.JOB_SERVER_HOST, + } def kill(self, task): self.manager.stop(self.get_name(task)) From 2d49b7cf8173de40e5c324e472487ffc02944a49 Mon Sep 17 00:00:00 2001 From: Jat Date: Tue, 31 Jan 2023 22:41:47 +0800 Subject: [PATCH 038/482] support eggroll Signed-off-by: Jat --- conf/service_conf.yaml | 6 +++++- .../manager/containerd_worker_manager.py | 8 ++------ python/fate_flow/manager/docker_manager.py | 17 ++++++++++++++--- python/fate_flow/manager/k8s_manager.py | 2 +- 4 files changed, 22 insertions(+), 11 deletions(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index b20636139..7466786f0 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -73,7 +73,11 @@ worker: config: # https://docker-py.readthedocs.io/en/stable/client.html#docker.client.DockerClient base_url: unix:///var/run/docker.sock - image: ccr.ccs.tencentyun.com/federatedai/standalone_fate:2.0.0-alpha + image: ccr.ccs.tencentyun.com/federatedai/fate_algorithm:2.0.0-alpha + # on container + fate_root_dir: /data/projects/fate + # on host + eggroll_conf_dir: k8s: config: image: diff --git a/python/fate_flow/manager/containerd_worker_manager.py b/python/fate_flow/manager/containerd_worker_manager.py index 36aca21bd..fe2f80c36 100644 --- a/python/fate_flow/manager/containerd_worker_manager.py +++ b/python/fate_flow/manager/containerd_worker_manager.py @@ -17,7 +17,7 @@ from fate_flow.db.db_models import Task from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.settings import LOCAL_DATA_STORE_PATH, LOG_DIRECTORY, WORKER +from fate_flow.settings import WORKER class ContainerdWorkerManager: @@ -52,7 +52,6 @@ def get_environment(self, task: Task, run_parameters): return { 'FATE_JOB_ID': task.f_job_id, 'FATE_TASK_CONFIG': yaml.dump(run_parameters), - 'STANDALONE_DATA_PATH': f'{LOCAL_DATA_STORE_PATH}/__standalone_data__', } def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): @@ -60,11 +59,8 @@ def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_d self.get_name(task), self.get_command(task), self.get_environment(task, run_parameters), - volumes=[ - f'{LOCAL_DATA_STORE_PATH}:{LOCAL_DATA_STORE_PATH}', - f'{LOG_DIRECTORY}:{LOG_DIRECTORY}', - ], ) + return { 'run_ip': RuntimeConfig.JOB_SERVER_HOST, } diff --git a/python/fate_flow/manager/docker_manager.py b/python/fate_flow/manager/docker_manager.py index b6183cc44..dd8267a89 100644 --- a/python/fate_flow/manager/docker_manager.py +++ b/python/fate_flow/manager/docker_manager.py @@ -14,22 +14,33 @@ # limitations under the License. import docker -from fate_flow.settings import WORKER +from fate_flow.settings import LOG_DIRECTORY, WORKER class DockerManager: config = WORKER.get('docker', {}).get('config', {}) image = WORKER.get('docker', {}).get('image', '') + fate_root_dir = WORKER.get('docker', {}).get('fate_root_dir', '') + eggroll_conf_dir = WORKER.get('docker', {}).get('eggroll_conf_dir', '') def __init__(self): self.client = docker.DockerClient(**self.config) - def start(self, name, command, environment, volumes): + def start(self, name, command, environment): self.client.containers.run( self.image, command, auto_remove=False, detach=True, environment=environment, name=name, - network_mode='host', volumes=volumes, + network_mode='host', volumes={ + LOG_DIRECTORY: { + 'bind': LOG_DIRECTORY, + 'mode': 'rw', + }, + self.eggroll_conf_dir: { + 'bind': f'{self.fate_root_dir}/eggroll/conf', + 'mode': 'ro', + }, + }, ) def stop(self, name): diff --git a/python/fate_flow/manager/k8s_manager.py b/python/fate_flow/manager/k8s_manager.py index 34266edbb..590699257 100644 --- a/python/fate_flow/manager/k8s_manager.py +++ b/python/fate_flow/manager/k8s_manager.py @@ -49,7 +49,7 @@ def populate_yaml_template(self, name, command, environment): container_spec['env'] = [{'name': k, 'value': v} for k, v in environment.items()] return job_conf - def start(self, name, command, environment, volumes): + def start(self, name, command, environment): job_conf = self.populate_yaml_template(name, command, environment) client.BatchV1Api().create_namespaced_job(self.namespace, job_conf) From a9004d9c9a86523f4dfcd2e44d7ec14b73940195 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 31 Jan 2023 23:31:19 +0800 Subject: [PATCH 039/482] fateflow: update projects dir Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/__init__.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index 6558dfda3..514892590 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -40,7 +40,7 @@ def register_page(page_path): page_name = page_path.stem.rstrip('_app') - module_name = '.'.join(page_path.parts[page_path.parts.index('fate_flow'):-1] + (page_name, )) + module_name = '.'.join(page_path.parts[page_path.parts.index('apps')-1:-1] + (page_name, )) spec = spec_from_file_location(module_name, page_path) page = module_from_spec(spec) From b837974eff20ee36eeab988d79e1f8c2e3b5767e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 31 Jan 2023 23:31:32 +0800 Subject: [PATCH 040/482] fateflow: update projects dir Signed-off-by: zhihuiwan <15779896112@163.com> --- bin/service.sh | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/bin/service.sh b/bin/service.sh index 8ae33a5a1..3ec778c2c 100644 --- a/bin/service.sh +++ b/bin/service.sh @@ -21,13 +21,14 @@ if [[ -z "${FATE_PROJECT_BASE}" ]]; then else PROJECT_BASE="${FATE_PROJECT_BASE}" fi -FATE_FLOW_BASE=${PROJECT_BASE}/fateflow +FATE_FLOW_BASE=${PROJECT_BASE}/fate_flow echo "PROJECT_BASE: "${PROJECT_BASE} # source init_env.sh -INI_ENV_SCRIPT=${PROJECT_BASE}/bin/init_env.sh +INI_ENV_SCRIPT=${FATE_FLOW_BASE}/bin/init_env.sh +echo $INI_ENV_SCRIPT if test -f "${INI_ENV_SCRIPT}"; then - source ${PROJECT_BASE}/bin/init_env.sh + source ${$INI_ENV_SCRIPT}/bin/init_env.sh echo "PYTHONPATH: "${PYTHONPATH} else echo "file not found: ${INI_ENV_SCRIPT}" @@ -55,7 +56,7 @@ parse_yaml() { } getport() { - service_conf_path=${PROJECT_BASE}/fateflow/conf/service_conf.yaml + service_conf_path=${PROJECT_BASE}/fate_flow/conf/service_conf.yaml if test -f "${service_conf_path}"; then echo "found service conf: ${service_conf_path}" eval $(parse_yaml ${service_conf_path} "service_config_") From 378cd9a25b68b26f3a51411ac6cefc4af5b3967a Mon Sep 17 00:00:00 2001 From: Jat Date: Wed, 1 Feb 2023 01:06:29 +0800 Subject: [PATCH 041/482] format code Signed-off-by: Jat --- python/fate_flow/manager/containerd_worker_manager.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/manager/containerd_worker_manager.py b/python/fate_flow/manager/containerd_worker_manager.py index fe2f80c36..1305c9731 100644 --- a/python/fate_flow/manager/containerd_worker_manager.py +++ b/python/fate_flow/manager/containerd_worker_manager.py @@ -65,8 +65,8 @@ def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_d 'run_ip': RuntimeConfig.JOB_SERVER_HOST, } - def kill(self, task): + def kill(self, task: Task): self.manager.stop(self.get_name(task)) - def is_alive(self, task): + def is_alive(self, task: Task): return self.manager.is_running(self.get_name(task)) From 2bb299fb4ddb6cf8fa0e2c3277a39707b2f2ac65 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 1 Feb 2023 17:13:45 +0800 Subject: [PATCH 042/482] fateflow: fix db bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/db/db_models.py | 2 +- python/fate_flow/manager/resource_manager.py | 3 ++- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index 6fde4616c..e6a3e3837 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -106,7 +106,7 @@ class TrackingOutputInfo(DataBaseModel): f_party_id = CharField(max_length=50, index=True) f_output_key = CharField(max_length=30) f_type = CharField(max_length=10, null=True) - f_uri = CharField(max_length=100, null=True) + f_uri = CharField(max_length=200, null=True) f_meta = JSONField() class Meta: diff --git a/python/fate_flow/manager/resource_manager.py b/python/fate_flow/manager/resource_manager.py index 93fc20dcc..0243201a0 100644 --- a/python/fate_flow/manager/resource_manager.py +++ b/python/fate_flow/manager/resource_manager.py @@ -87,6 +87,7 @@ def return_job_resource(cls, job_id, role, party_id): operation_type=ResourceOperation.RETURN) @classmethod + @DB.connection_context() def resource_for_job(cls, job_id, role, party_id, operation_type: ResourceOperation): operate_status = False cores, memory = cls.calculate_job_resource(job_id=job_id, role=role, party_id=party_id) @@ -159,6 +160,7 @@ def return_task_resource(cls, **task_info): return ResourceManager.resource_for_task(task_info=task_info, operation_type=ResourceOperation.RETURN) @classmethod + @DB.connection_context() def resource_for_task(cls, task_info, operation_type): cores_per_task, memory_per_task = cls.calculate_task_resource(task_info=task_info) schedule_logger(task_info["job_id"]).info(f"cores_per_task:{cores_per_task}, memory_per_task:{memory_per_task}") @@ -235,7 +237,6 @@ def update_resource_sql(cls, resource_model: typing.Union[EngineRegistry, Job], return filters, updates @classmethod - @DB.connection_context() def get_remaining_resource(cls, resource_model: typing.Union[EngineRegistry, Job], filters): remaining_cores, remaining_memory = None, None try: From cb0a3462be1452ee5e507729f6bf233c7abd3c16 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 2 Feb 2023 11:20:01 +0800 Subject: [PATCH 043/482] fateflow: update release Signed-off-by: zhihuiwan <15779896112@163.com> --- RELEASE.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/RELEASE.md b/RELEASE.md index b70c8a9dd..422623e48 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -1,10 +1,10 @@ ## Release 2.0.0-alpha ### Feature Highlights -* Adapted to re-designed federated modeling DAG +* Adapted to new scalable and standardized federated DSL IR * Standardized API interface with param type checking * Decoupling Flow from FATE repository -* Optimized scheduling logic, with configurable dispatcher decoupled from initiator -* Encapsulated scheduling client to allow cross-platform scheduling +* Optimized scheduling logic, with configurable dispatcher decoupled from initiator * Support container-level algorithm loading and task scheduling, enhancing support for cross-platform heterogeneous scenarios -* Independent maintenance for system configuration to enhance flexibility and ease of configuration -* Support new communication engine OSX, while compatible with all engines from Flow 1.X \ No newline at end of file +* Independent maintenance for system configuration to enhance flexibility and ease of configuration +* Support new communication engine OSX, while compatible with all engines from Flow 1.X +* Introduce OFX(Open Flow Exchange) module: encapsulated scheduling client to allow cross-platform scheduling \ No newline at end of file From 653787bb62c5b7cb58d676f72e85d62055d5b81f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 2 Feb 2023 11:21:04 +0800 Subject: [PATCH 044/482] fateflow: update docker manager Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/relation_ship.py | 3 ++- python/fate_flow/manager/docker_manager.py | 6 +++++- 2 files changed, 7 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/engine/relation_ship.py b/python/fate_flow/engine/relation_ship.py index 3a4189c14..8e79cd7db 100644 --- a/python/fate_flow/engine/relation_ship.py +++ b/python/fate_flow/engine/relation_ship.py @@ -31,7 +31,8 @@ class Relationship(object): FederationEngine.STANDALONE, FederationEngine.RABBITMQ, FederationEngine.PULSAR, - FederationEngine.OSX + FederationEngine.OSX, + FederationEngine.ROLLSITE ], }, }, diff --git a/python/fate_flow/manager/docker_manager.py b/python/fate_flow/manager/docker_manager.py index dd8267a89..55e5e4f2f 100644 --- a/python/fate_flow/manager/docker_manager.py +++ b/python/fate_flow/manager/docker_manager.py @@ -14,7 +14,7 @@ # limitations under the License. import docker -from fate_flow.settings import LOG_DIRECTORY, WORKER +from fate_flow.settings import LOG_DIRECTORY, WORKER, LOCAL_DATA_STORE_PATH class DockerManager: @@ -40,6 +40,10 @@ def start(self, name, command, environment): 'bind': f'{self.fate_root_dir}/eggroll/conf', 'mode': 'ro', }, + LOCAL_DATA_STORE_PATH: { + 'bind': LOCAL_DATA_STORE_PATH, + 'mode': 'rw', + } }, ) From 4ed3f87912d0c0a981a1fe205958213c0befba2c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 2 Feb 2023 11:21:30 +0800 Subject: [PATCH 045/482] fateflow: update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-eggroll.txt | 7 +++++-- python/requirements-fate.txt | 2 -- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/python/requirements-eggroll.txt b/python/requirements-eggroll.txt index 9be442c89..ab19b83f5 100644 --- a/python/requirements-eggroll.txt +++ b/python/requirements-eggroll.txt @@ -1,6 +1,9 @@ grpcio==1.46.3 grpcio-tools==1.46.3 -numba +numba==0.56.4 protobuf==3.19.6 pyarrow==6.0.1 -mmh3==3.0.0 \ No newline at end of file +mmh3==3.0.0 +cachetools>=3.0.0 +cloudpickle==2.1.0 +psutil>=5.7.0 \ No newline at end of file diff --git a/python/requirements-fate.txt b/python/requirements-fate.txt index def37a491..6b9d67900 100644 --- a/python/requirements-fate.txt +++ b/python/requirements-fate.txt @@ -1,5 +1,3 @@ ---extra-index-url https://download.pytorch.org/whl/cpu - click>=7.1.2,<8.0.0 scikit-learn==1.0.1 pandas==1.1.5 From 14ae78cb031430c5b996dce7f0dbecb4271ec1f4 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 2 Feb 2023 11:21:42 +0800 Subject: [PATCH 046/482] fateflow: update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/{index.md => 2.0.0-alpha.md} | 0 doc/quick_start.md | 214 +++++++++++++++++++++++++++++++ 2 files changed, 214 insertions(+) rename doc/{index.md => 2.0.0-alpha.md} (100%) create mode 100644 doc/quick_start.md diff --git a/doc/index.md b/doc/2.0.0-alpha.md similarity index 100% rename from doc/index.md rename to doc/2.0.0-alpha.md diff --git a/doc/quick_start.md b/doc/quick_start.md new file mode 100644 index 000000000..ddc4facfc --- /dev/null +++ b/doc/quick_start.md @@ -0,0 +1,214 @@ +### 1. FATE Flow 2.0.0-alpha 部署 + +#### 1.1 源码获取 +##### 1.1.1 从github拉取源码 + - [FATE](https://github.com/FederatedAI/FATE/tree/dev-2.0-alpha) + - [FATE-Flow](./../../) +##### 1.1.2 新建部署目录: +```shell +mkdir -p /data/projects/fate2.0 +``` +##### 1.1.3 将源码放到部署目录 +```shell + # fate flow + mv ./FATE-Flow /data/projects/fate2.0/fate_flow + # fate算法包 + mv ./FATE/python /data/projects/fate2.0/python +``` +#### 1.2 依赖下载 +```shell +pip install -r requirements.txt +``` +详细依赖参考： [requirements.txt](../python/requirements.txt) +#### 1.3 修改配置 +#### 1.3.1 配置说明 +- 系统配置文件[service_conf.yaml](../conf/service_conf.yaml)说明： +```yaml +force_use_sqlite: 是否强制使用sqlite作为数据库 +party_id: 站点id +fateflow: + host: 服务ip + http_port: http端口 + grpc_port: grpc端口 + proxy_name: 命令通道服务名，支持rollsite/nginx/osx, 需要在下面的federation中配置具体的地址 +database: 数据库连接信息，若未部署mysql，可将force_use_sqlite设置为true +default_engines: + computing: 计算引擎, 可填:standalone/eggroll/spark + federation: 通信引擎, 可填:standalone/rollsite/pulsar/rabbitmq/osx + storage: 存储引擎, 可填:standalone/eggroll +federation: 通信服务详细地址 +``` +##### 1.3.2 配置修改 +- 根据实际部署情况修改系统配置service_conf.yaml +- 修改fate_flow/bin/init_env.sh, 参考如下： +```yaml +export FATE_PROJECT_BASE=/data/projects/fate2.0 +export FATE_DEPLOY_BASE=/data/projects/fate2.0 +export EGGROLL_HOME=/data/projects/fate/eggroll +export PYTHONPATH=/data/projects/fate2.0/python:/data/projects/fate2.0/fate_flow/python:/data/projects/fate/eggroll/python +venv=/data/projects/fate2.0/flow +export PATH=$PATH:$JAVA_HOME/bin +source ${venv}/bin/activate +``` + +#### 1.4 服务启停 +- init环境变量 + ```shell + source /data/projects/fate2.0/fate_flow/bin/init_env.sh + ``` +- 启动服务 + ```shell + sh /data/projects/fate2.0/fate_flow/bin/service.sh start + ``` +- 重启服务 + ```shell + sh /data/projects/fate2.0/fate_flow/bin/service.sh restart + ``` +- 停止服务 + ```shell + sh /data/projects/fate2.0/fate_flow/bin/service.sh stop + ``` +- 查询服务状态 + ```shell + sh /data/projects/fate2.0/fate_flow/bin/service.sh status + ``` + +### 2. 使用指南 +#### 2.1 数据上传 +- 若计算引擎使用standalone，reader组件参数支持配置文件路径，数据无需上传，使用时配置如下： +```yaml +reader_0: + inputs: + parameters: + delimiter: ',' + dtype: float32 + format: csv + id_name: id + label_name: y + label_type: float32 + path: file:///data/projects/fate/fateflow/examples/data/breast_hetero_guest.csv +``` +- 若计算引擎使用eggroll，需要先将数据上传至eggroll中，可参考：[eggroll数据上传](../examples/test/data.py)、[上传参数](../examples/upload/upload_guest.json), 使用时配置如下： +```yaml +reader_0: + inputs: + parameters: + path: eggroll:///experiment/guest + format: raw_table +``` +#### 2.2 任务操作 +##### 2.2.1 提交任务 +- 任务配置参考[dag配置](../examples/lr/standalone/lr_train_dag.yaml) +```python +import requests +from ruamel import yaml + +base = "http://127.0.0.1:9380/v2" + +def submit_job(): + uri = "/job/submit" + dag = yaml.safe_load(open("lr_train_dag.yaml", "r")) + response = requests.post(base+uri, json={"dag_schema": dag}) + print(response.text) + ``` +##### 2.2.2 查询job +```python +import requests + +base = "http://127.0.0.1:9380/v2" + +def query_job(job_id): + uri = "/job/query" + response = requests.post(base+uri, json={"job_id": job_id}) + print(response.text) +``` +##### 2.2.3 查询task +```python +import requests + +base = "http://127.0.0.1:9380/v2" + +def query_task(job_id, role, party_id, task_name): + uri = "/job/task/query" + response = requests.post(base+uri, json={"job_id": job_id, "role": role, "party_id": party_id, "task_name": task_name}) + print(response.text) +``` + +##### 2.2.4 停止任务 +```python +import requests + +base = "http://127.0.0.1:9380/v2" + +def stop_job(job_id): + uri = "/job/stop" + response = requests.post(base+uri, json={"job_id": job_id}) + print(response.text) +``` + +#### 2.3 输出查询 +##### 2.3.1 metric +```python +import requests + +base = "http://127.0.0.1:9380/v2" + +def metric_query(job_id, role, party_id, task_name): + uri = "/output/metric/query" + data = { + "job_id": job_id, + "role": role, + "party_id": party_id, + "task_name": task_name + } + response = requests.get(base+uri, params=data) + print(response.text) +``` +##### 2.3.2 model +```python +import requests + +base = "http://127.0.0.1:9380/v2" + +def model_query(job_id, role, party_id, task_name): + uri = "/output/model/query" + data = { + "job_id": job_id, + "role": role, + "party_id": party_id, + "task_name": task_name + } + response = requests.get(base+uri, params=data) + print(response.text) +``` + +#### 2.4 算法容器 +##### 2.4.1 方案 +算法容器化方案参考：[算法容器注册与加载方案](./container.md) + +##### 2.4.2 配置 +service_conf.yaml中默认配置如下： +```yaml +worker: + type: native + docker: + config: + base_url: unix:///var/run/docker.sock + image: ccr.ccs.tencentyun.com/federatedai/fate_algorithm:2.0.0-alpha + # on container + fate_root_dir: /data/projects/fate + # on host + eggroll_conf_dir: + k8s: + config: + image: +``` +- 在2.0.0-alpha版本中暂不支持算法容器注册功能，只支持固定模式的算法运行方案："local"、"docker"或"k8s", 由配置"type"决定运行模式。 +- type支持：docker、k8s，默认使用非容器模式 + + + + + + + From bdfe5e2dec44525348487a67d9490fb6182aa47d Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 2 Feb 2023 11:22:01 +0800 Subject: [PATCH 047/482] fateflow: init env Signed-off-by: zhihuiwan <15779896112@163.com> --- bin/init_env.sh | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/bin/init_env.sh b/bin/init_env.sh index 94d89e825..0b70c770b 100644 --- a/bin/init_env.sh +++ b/bin/init_env.sh @@ -16,12 +16,12 @@ # limitations under the License. # -fate_project_base=$(cd `dirname "$(realpath "${BASH_SOURCE[0]:-${(%):-%x}}")"`; cd ../;pwd) +fate_project_base=$(cd `dirname "$(realpath "${BASH_SOURCE[0]:-${(%):-%x}}")"`; cd ../cd ../;pwd) export FATE_PROJECT_BASE=$fate_project_base export FATE_DEPLOY_BASE=$fate_project_base export EGGROLL_HOME= export PYTHONPATH= -exprot FATE_ENV= +export FATE_ENV= export FATE_LOG_LEVEL=DEBUG From 22d2524b91528f94c7f662fb604f4997acb12877 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 2 Feb 2023 12:38:24 +0800 Subject: [PATCH 048/482] fateflow: update quick start Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index ddc4facfc..b4527a2b5 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -3,7 +3,7 @@ #### 1.1 源码获取 ##### 1.1.1 从github拉取源码 - [FATE](https://github.com/FederatedAI/FATE/tree/dev-2.0-alpha) - - [FATE-Flow](./../../) + - [FATE-Flow](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-alpha) ##### 1.1.2 新建部署目录: ```shell mkdir -p /data/projects/fate2.0 From e5056f767fc9dd26fa0ba4e71ff46d4f3bada6b0 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 2 Feb 2023 14:18:49 +0800 Subject: [PATCH 049/482] fateflow: add info log Signed-off-by: zhihuiwan <15779896112@163.com> --- .../fate_flow/manager/containerd_worker_manager.py | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/python/fate_flow/manager/containerd_worker_manager.py b/python/fate_flow/manager/containerd_worker_manager.py index 1305c9731..259eebbd2 100644 --- a/python/fate_flow/manager/containerd_worker_manager.py +++ b/python/fate_flow/manager/containerd_worker_manager.py @@ -18,6 +18,7 @@ from fate_flow.db.db_models import Task from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.settings import WORKER +from fate_flow.utils.log_utils import schedule_logger class ContainerdWorkerManager: @@ -55,14 +56,14 @@ def get_environment(self, task: Task, run_parameters): } def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): - self.manager.start( - self.get_name(task), - self.get_command(task), - self.get_environment(task, run_parameters), - ) - + name = self.get_name(task) + cmd = self.get_command(task) + env = self.get_environment(task, run_parameters) + schedule_logger(job_id=task.f_job_id).info(f"start run container {name}, cmd: {cmd}, env: {env}") + self.manager.start(name, cmd, env) return { 'run_ip': RuntimeConfig.JOB_SERVER_HOST, + 'cmd': cmd } def kill(self, task: Task): From d91f10a17dac22cde95c6a2e4f34ba1c625acfcb Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 2 Feb 2023 16:02:15 +0800 Subject: [PATCH 050/482] fateflow: update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 19 +++++++++++++++++-- 1 file changed, 17 insertions(+), 2 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index b4527a2b5..f07946567 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -15,11 +15,26 @@ mkdir -p /data/projects/fate2.0 # fate算法包 mv ./FATE/python /data/projects/fate2.0/python ``` -#### 1.2 依赖下载 +#### 1.2 依赖 +##### 1.2.1 miniconda安装 ```shell +wget https://webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com/resources/Miniconda3-py38_4.12.0-Linux-x86_64.sh +#创建python虚拟化安装目录 +mkdir -p /data/projects/fate2.0/common/python/venv + +#安装miniconda3 +bash Miniconda3-py38_4.12.0-Linux-x86_64.sh -b -p /data/projects/fate2.0/common/miniconda3 +#创建虚拟化环境 +/data/projects/fate2.0/common/miniconda3/bin/python3.8 -m venv /data/projects/fate2.0/common/python/venv +``` + +##### 1.2.2 依赖安装 +```shell +source /data/projects/fate2.0/common/python/venv/bin/activate pip install -r requirements.txt ``` 详细依赖参考： [requirements.txt](../python/requirements.txt) + #### 1.3 修改配置 #### 1.3.1 配置说明 - 系统配置文件[service_conf.yaml](../conf/service_conf.yaml)说明： @@ -46,7 +61,7 @@ export FATE_PROJECT_BASE=/data/projects/fate2.0 export FATE_DEPLOY_BASE=/data/projects/fate2.0 export EGGROLL_HOME=/data/projects/fate/eggroll export PYTHONPATH=/data/projects/fate2.0/python:/data/projects/fate2.0/fate_flow/python:/data/projects/fate/eggroll/python -venv=/data/projects/fate2.0/flow +venv=/data/projects/fate2.0/common/python/venv export PATH=$PATH:$JAVA_HOME/bin source ${venv}/bin/activate ``` From 06c790c286c15d8d235ab85c924c6dc2bf8f6314 Mon Sep 17 00:00:00 2001 From: Chenlong Ma Date: Thu, 2 Feb 2023 13:42:47 +0800 Subject: [PATCH 051/482] fix k8s manager Signed-off-by: Chenlong Ma --- conf/service_conf.yaml | 5 +- .../fate_flow/manager/k8s_conf_template.yaml | 8 +++ python/fate_flow/manager/k8s_manager.py | 61 +++++++++++++------ python/fate_flow/manager/k8s_template.yaml | 18 +++++- 4 files changed, 70 insertions(+), 22 deletions(-) create mode 100644 python/fate_flow/manager/k8s_conf_template.yaml diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index 7466786f0..c388f3881 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -79,5 +79,6 @@ worker: # on host eggroll_conf_dir: k8s: - config: - image: + config: + image: ccr.ccs.tencentyun.com/federatedai/fate_algorithm:2.0.0-alpha + namespace: fate-10000 \ No newline at end of file diff --git a/python/fate_flow/manager/k8s_conf_template.yaml b/python/fate_flow/manager/k8s_conf_template.yaml new file mode 100644 index 000000000..857b119fe --- /dev/null +++ b/python/fate_flow/manager/k8s_conf_template.yaml @@ -0,0 +1,8 @@ +kind: ConfigMap +apiVersion: v1 +metadata: + name: '' + namespace: fate-9999 +data: + service_conf.yaml: | + \ No newline at end of file diff --git a/python/fate_flow/manager/k8s_manager.py b/python/fate_flow/manager/k8s_manager.py index 590699257..a340c4879 100644 --- a/python/fate_flow/manager/k8s_manager.py +++ b/python/fate_flow/manager/k8s_manager.py @@ -19,46 +19,69 @@ from ruamel import yaml from fate_flow.settings import WORKER +from fate_flow.utils.conf_utils import get_base_config +from fate_flow.utils.log import getLogger + +LOGGER = getLogger("k8s-manager") class K8sManager: image = WORKER.get('k8s', {}).get('image', '') - + namespace = WORKER.get('k8s', {}).get('namespace', '') def __init__(self): - config.load_incluster_config() + config.load_kube_config() self.job_template = yaml.safe_load( (Path(__file__).parent / 'k8s_template.yaml').read_text('utf-8') ) - - @property - def namespace(self): - # In below file, the pod can read its K8s namespace - with open("/var/run/secrets/kubernetes.io/serviceaccount/namespace") as f: - namespace = f.readline() - return namespace + self.job_conf_template = yaml.safe_load( + (Path(__file__).parent / 'k8s_conf_template.yaml').read_text('utf-8') + ) def populate_yaml_template(self, name, command, environment): - job_conf = copy.deepcopy(self.job_template) - metadata = job_conf['metadata'] - container_spec = job_conf['spec']['template']['spec']['containers'][0] - metadata['name'] = name + job = copy.deepcopy(self.job_template) + metadata = job['metadata'] + container_spec = job['spec']['template']['spec']['containers'][0] + metadata['name'] = self.convertname(name) metadata['namespace'] = self.namespace - container_spec['name'] = name + container_spec['name'] = self.convertname(name) container_spec['image'] = self.image - container_spec['command'] = command + container_spec['command'] = ["/data/projects/fate/env/python/venv/bin/python"] + container_spec['args'] = command container_spec['env'] = [{'name': k, 'value': v} for k, v in environment.items()] + volumes=job['spec']['template']['spec']['volumes'][0] + volumes['configMap']['name']=self.convertname(name + "job-conf") + return job + def populate_conf_yaml_template(self, name, service_conf): + job_conf = copy.deepcopy(self.job_conf_template) + metadata = job_conf['metadata'] + metadata['name'] = self.convertname(name + "job-conf") + metadata['namespace'] = self.namespace + job_conf['data']['service_conf.yaml'] = service_conf return job_conf def start(self, name, command, environment): - job_conf = self.populate_yaml_template(name, command, environment) - client.BatchV1Api().create_namespaced_job(self.namespace, job_conf) + # LOGGER.debug(f"command: {type(command)}, {command}") + job = self.populate_yaml_template(self.convertname(name), command, environment) + service_conf=yaml.safe_dump(get_base_config(key=None), default_flow_style=False) + job_conf = self.populate_conf_yaml_template(self.convertname(name), service_conf) + LOGGER.debug(f"job: {job}") + LOGGER.debug(f"job_conf: {job}") + client.CoreV1Api().create_namespaced_config_map(self.namespace, job_conf) + client.BatchV1Api().create_namespaced_job(self.namespace, job) def stop(self, name): + LOGGER.debug(f"stop job {name}") body = client.V1DeleteOptions(propagation_policy='Background') - client.BatchV1Api().delete_namespaced_job(name, self.namespace, body=body) + client.BatchV1Api().delete_namespaced_job(self.convertname(name), self.namespace, body=body, async_req=True) + client.CoreV1Api().delete_namespaced_config_map(self.convertname(name + "job-conf"),self.namespace, body=body, async_req=True) def is_running(self, name): - res = client.BatchV1Api().read_namespaced_job_status(name, self.namespace) + res = client.BatchV1Api().read_namespaced_job_status(self.convertname(name), self.namespace) + # LOGGER.debug(f"res: {res}") if not res: return False return not (res.status.succeeded or res.status.failed) + + # convertname: Ensure that name composes the RFC 1123 specification + def convertname(self, name): + return name.lower().replace('_','-') \ No newline at end of file diff --git a/python/fate_flow/manager/k8s_template.yaml b/python/fate_flow/manager/k8s_template.yaml index bb39fc485..23534621b 100644 --- a/python/fate_flow/manager/k8s_template.yaml +++ b/python/fate_flow/manager/k8s_template.yaml @@ -13,5 +13,21 @@ spec: image: '' imagePullPolicy: IfNotPresent command: [] + args: [] env: [] - serviceAccountName: flow + volumeMounts: + - mountPath: /data/projects/fate/eggroll/conf/ + name: service-conf + - mountPath: /data/projects/fate/fateflow/logs/ + name: local-path + subPath: logs + - mountPath: /data/projects/fate/fateflow/data/ + name: local-path + subPath: data + volumes: + - name: service-conf + configMap: + name: service-conf + - name: local-path + hostPath: + path: /data/projects/fate/fateflow From 051f9968a2519bfaa129fe9ace8b11ddc3917efa Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 2 Feb 2023 16:45:38 +0800 Subject: [PATCH 052/482] fateflow: update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index f07946567..8d3348c02 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -31,6 +31,7 @@ bash Miniconda3-py38_4.12.0-Linux-x86_64.sh -b -p /data/projects/fate2.0/common/ ##### 1.2.2 依赖安装 ```shell source /data/projects/fate2.0/common/python/venv/bin/activate +cd /data/projects/fate2.0/fate_flow/python pip install -r requirements.txt ``` 详细依赖参考： [requirements.txt](../python/requirements.txt) @@ -57,8 +58,6 @@ federation: 通信服务详细地址 - 根据实际部署情况修改系统配置service_conf.yaml - 修改fate_flow/bin/init_env.sh, 参考如下： ```yaml -export FATE_PROJECT_BASE=/data/projects/fate2.0 -export FATE_DEPLOY_BASE=/data/projects/fate2.0 export EGGROLL_HOME=/data/projects/fate/eggroll export PYTHONPATH=/data/projects/fate2.0/python:/data/projects/fate2.0/fate_flow/python:/data/projects/fate/eggroll/python venv=/data/projects/fate2.0/common/python/venv From a2e47fd34162ed82079c0c8b8ccd809c247fa0ff Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 2 Feb 2023 16:45:46 +0800 Subject: [PATCH 053/482] fateflow: update init env Signed-off-by: zhihuiwan <15779896112@163.com> --- bin/init_env.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/bin/init_env.sh b/bin/init_env.sh index 0b70c770b..ce871e992 100644 --- a/bin/init_env.sh +++ b/bin/init_env.sh @@ -16,7 +16,7 @@ # limitations under the License. # -fate_project_base=$(cd `dirname "$(realpath "${BASH_SOURCE[0]:-${(%):-%x}}")"`; cd ../cd ../;pwd) +fate_project_base=$(cd `dirname "$(realpath "${BASH_SOURCE[0]:-${(%):-%x}}")"`; cd ../;cd ../;pwd) export FATE_PROJECT_BASE=$fate_project_base export FATE_DEPLOY_BASE=$fate_project_base export EGGROLL_HOME= From 34d991ebdc19c2db0d98a21abc4c155a1b02ff14 Mon Sep 17 00:00:00 2001 From: Chenlong Ma Date: Thu, 2 Feb 2023 16:56:02 +0800 Subject: [PATCH 054/482] Change fateflow to fate_flow Signed-off-by: Chenlong Ma --- python/fate_flow/manager/k8s_template.yaml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/python/fate_flow/manager/k8s_template.yaml b/python/fate_flow/manager/k8s_template.yaml index 23534621b..c6b5509ca 100644 --- a/python/fate_flow/manager/k8s_template.yaml +++ b/python/fate_flow/manager/k8s_template.yaml @@ -18,10 +18,10 @@ spec: volumeMounts: - mountPath: /data/projects/fate/eggroll/conf/ name: service-conf - - mountPath: /data/projects/fate/fateflow/logs/ + - mountPath: /data/projects/fate/fate_flow/logs/ name: local-path subPath: logs - - mountPath: /data/projects/fate/fateflow/data/ + - mountPath: /data/projects/fate/fate_flow/data/ name: local-path subPath: data volumes: @@ -30,4 +30,4 @@ spec: name: service-conf - name: local-path hostPath: - path: /data/projects/fate/fateflow + path: /data/projects/fate/fate_flow From f308ef13180c898dff41135c310380067cc6f3dd Mon Sep 17 00:00:00 2001 From: Jat Date: Thu, 2 Feb 2023 17:19:01 +0800 Subject: [PATCH 055/482] update doc Signed-off-by: Jat --- doc/quick_start.md | 18 ++++++------------ 1 file changed, 6 insertions(+), 12 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index 8d3348c02..5d5fba067 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -86,7 +86,7 @@ source ${venv}/bin/activate ```shell sh /data/projects/fate2.0/fate_flow/bin/service.sh status ``` - + ### 2. 使用指南 #### 2.1 数据上传 - 若计算引擎使用standalone，reader组件参数支持配置文件路径，数据无需上传，使用时配置如下： @@ -209,20 +209,14 @@ worker: config: base_url: unix:///var/run/docker.sock image: ccr.ccs.tencentyun.com/federatedai/fate_algorithm:2.0.0-alpha - # on container + # 容器内路径，一般不需要更改 fate_root_dir: /data/projects/fate - # on host + # 宿主机路径，根据实际情况填写 eggroll_conf_dir: k8s: config: image: ``` -- 在2.0.0-alpha版本中暂不支持算法容器注册功能，只支持固定模式的算法运行方案："local"、"docker"或"k8s", 由配置"type"决定运行模式。 -- type支持：docker、k8s，默认使用非容器模式 - - - - - - - +- 在 2.0.0-alpha 版本中暂不支持算法容器注册功能，只支持固定模式的算法运行方案：`local`、`docker` 或 `k8s`, 由配置 `type` 决定运行模式。 +- `worker.type` 支持：`docker`、`k8s`，默认使用非容器模式，即 `native`。 +- 容器模式不支持通信组件使用 `standalone`，需更改 `default_engines.federation` 为其他组件。 From 531119d103cd5a4991b774d2a26f9cbec4f89c57 Mon Sep 17 00:00:00 2001 From: Jat Date: Thu, 2 Feb 2023 17:21:20 +0800 Subject: [PATCH 056/482] update doc Signed-off-by: Jat --- conf/service_conf.yaml | 3 +-- doc/quick_start.md | 4 ++-- 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index c388f3881..7acc99bb9 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -79,6 +79,5 @@ worker: # on host eggroll_conf_dir: k8s: - config: image: ccr.ccs.tencentyun.com/federatedai/fate_algorithm:2.0.0-alpha - namespace: fate-10000 \ No newline at end of file + namespace: fate-10000 diff --git a/doc/quick_start.md b/doc/quick_start.md index 5d5fba067..b48783415 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -214,8 +214,8 @@ worker: # 宿主机路径，根据实际情况填写 eggroll_conf_dir: k8s: - config: - image: + image: ccr.ccs.tencentyun.com/federatedai/fate_algorithm:2.0.0-alpha + namespace: fate-10000 ``` - 在 2.0.0-alpha 版本中暂不支持算法容器注册功能，只支持固定模式的算法运行方案：`local`、`docker` 或 `k8s`, 由配置 `type` 决定运行模式。 - `worker.type` 支持：`docker`、`k8s`，默认使用非容器模式，即 `native`。 From 92eb5ba07333928b8458ed193a72e3951932287f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 2 Feb 2023 17:47:49 +0800 Subject: [PATCH 057/482] fateflow: update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index b48783415..174b8bee4 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -2,8 +2,8 @@ #### 1.1 源码获取 ##### 1.1.1 从github拉取源码 - - [FATE](https://github.com/FederatedAI/FATE/tree/dev-2.0-alpha) - - [FATE-Flow](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-alpha) + - [FATE](https://github.com/FederatedAI/FATE/tree/release-2.0-alpha) + - [FATE-Flow](https://github.com/FederatedAI/FATE-Flow/tree/release-2.0-alpha) ##### 1.1.2 新建部署目录: ```shell mkdir -p /data/projects/fate2.0 From d4f10ce18df5326bc3abe8ae9fc4678475cadd7c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 2 Feb 2023 19:21:30 +0800 Subject: [PATCH 058/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index 174b8bee4..736a1dc70 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -89,7 +89,7 @@ source ${venv}/bin/activate ### 2. 使用指南 #### 2.1 数据上传 -- 若计算引擎使用standalone，reader组件参数支持配置文件路径，数据无需上传，使用时配置如下： +- 若计算引擎使用standalone，reader组件参数支持配置文件路径，数据无需上传。提交任务时reader参数如下： ```yaml reader_0: inputs: @@ -102,7 +102,7 @@ reader_0: label_type: float32 path: file:///data/projects/fate/fateflow/examples/data/breast_hetero_guest.csv ``` -- 若计算引擎使用eggroll，需要先将数据上传至eggroll中，可参考：[eggroll数据上传](../examples/test/data.py)、[上传参数](../examples/upload/upload_guest.json), 使用时配置如下： +- 若计算引擎使用eggroll，需要先将数据上传至eggroll中，可参考：[eggroll数据上传](../examples/test/data.py)、[上传参数](../examples/upload/upload_guest.json)。 提交任务时reader参数： ```yaml reader_0: inputs: From ecbcd87c8799ec7ecdd97607efce9e510221cf63 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 8 Feb 2023 16:26:20 +0800 Subject: [PATCH 059/482] update images Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/images/schedule_for_callback.png | Bin 0 -> 88973 bytes doc/images/schedule_for_component.png | Bin 0 -> 3151680 bytes doc/images/schedule_for_poll.png | Bin 0 -> 92544 bytes 3 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 doc/images/schedule_for_callback.png create mode 100644 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    ⚠️
    ']))):void 0,this.controls?this.renderControls():void 0)}firstUpdated(){"IntersectionObserver"in window&&(this._io=new IntersectionObserver(t=>{t[0].isIntersecting?this.currentState===exports.PlayerState.Frozen&&this.play():this.currentState===exports.PlayerState.Playing&&this.freeze()}),this._io.observe(this.container)),void 0!==document.hidden&&document.addEventListener("visibilitychange",()=>this._onVisibilityChange()),this.src&&this.load(this.src),this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Rendered))}renderControls(){var t=this.currentState===exports.PlayerState.Playing,e=this.currentState===exports.PlayerState.Paused,r=this.currentState===exports.PlayerState.Stopped;return html(_templateObject3||(_templateObject3=_taggedTemplateLiteral(['\n \n \n ','\n \n \n \n \n \n \n \n \n \n \n \n '])),this.togglePlay,t||e?"active":"",html(t?_templateObject4||(_templateObject4=_taggedTemplateLiteral(['\n \n '])):_templateObject5||(_templateObject5=_taggedTemplateLiteral(['\n \n ']))),this.stop,r?"active":"",this.seeker,this._handleSeekChange,()=>{this._prevState=this.currentState,this.freeze()},()=>{this._prevState===exports.PlayerState.Playing&&this.play()},this.seeker,this.toggleLooping,this.loop?"active":"")}_onVisibilityChange(){!0===document.hidden&&this.currentState===exports.PlayerState.Playing?this.freeze():this.currentState===exports.PlayerState.Frozen&&this.play()}_handleSeekChange(t){if(this._lottie&&!isNaN(t.target.value)){var e=t.target.value/100*this._lottie.totalFrames;this.seek(e)}}_attachEventListeners(){this._lottie.addEventListener("enterFrame",()=>{this.seeker=this._lottie.currentFrame/this._lottie.totalFrames*100,this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Frame,{detail:{frame:this._lottie.currentFrame,seeker:this.seeker}}))}),this._lottie.addEventListener("complete",()=>{this.currentState===exports.PlayerState.Playing?!this.loop||this.count&&this._counter>=this.count?this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Complete)):this.mode===exports.PlayMode.Bounce?(this.count&&(this._counter+=.5),setTimeout(()=>{this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Loop)),this.currentState===exports.PlayerState.Playing&&(this._lottie.setDirection(-1*this._lottie.playDirection),this._lottie.play())},this.intermission)):(this.count&&(this._counter+=1),window.setTimeout(()=>{this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Loop)),this.currentState===exports.PlayerState.Playing&&(this._lottie.stop(),this._lottie.play())},this.intermission)):this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Complete))}),this._lottie.addEventListener("DOMLoaded",()=>{this.setSpeed(this.speed),this.setDirection(this.direction),this.autoplay&&this.play(),this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Ready))}),this._lottie.addEventListener("data_ready",()=>{this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Load))}),this._lottie.addEventListener("data_failed",()=>{this.currentState=exports.PlayerState.Error,this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Error))}),this.container.addEventListener("mouseenter",()=>{this.hover&&this.currentState!==exports.PlayerState.Playing&&this.play()}),this.container.addEventListener("mouseleave",()=>{this.hover&&this.currentState===exports.PlayerState.Playing&&this.stop()})}freeze(){this._lottie&&(this._lottie.pause(),this.currentState=exports.PlayerState.Frozen,this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Freeze)))}},__decorate([property({type:Boolean})],exports.LottiePlayer.prototype,"autoplay",void 0),__decorate([property({type:String,reflect:!0})],exports.LottiePlayer.prototype,"background",void 0),__decorate([property({type:Boolean})],exports.LottiePlayer.prototype,"controls",void 0),__decorate([property({type:Number})],exports.LottiePlayer.prototype,"count",void 0),__decorate([property({type:String})],exports.LottiePlayer.prototype,"currentState",void 0),__decorate([property({type:String})],exports.LottiePlayer.prototype,"description",void 0),__decorate([property({type:Number})],exports.LottiePlayer.prototype,"direction",void 0),__decorate([property({type:Boolean})],exports.LottiePlayer.prototype,"hover",void 0),__decorate([property()],exports.LottiePlayer.prototype,"intermission",void 0),__decorate([property({type:Boolean,reflect:!0})],exports.LottiePlayer.prototype,"loop",void 0),__decorate([property()],exports.LottiePlayer.prototype,"mode",void 0),__decorate([property({type:String})],exports.LottiePlayer.prototype,"preserveAspectRatio",void 0),__decorate([property({type:String})],exports.LottiePlayer.prototype,"renderer",void 0),__decorate([property()],exports.LottiePlayer.prototype,"seeker",void 0),__decorate([property({type:Number})],exports.LottiePlayer.prototype,"speed",void 0),__decorate([property({type:String})],exports.LottiePlayer.prototype,"src",void 0),__decorate([query(".animation")],exports.LottiePlayer.prototype,"container",void 0),exports.LottiePlayer=__decorate([customElement("lottie-player")],exports.LottiePlayer),exports.parseSrc=parseSrc,Object.defineProperty(exports,"__esModule",{value:!0})})); +//# sourceMappingURL=lottie-player.js.map diff --git a/doc/mkdocs/js/termynal.js b/doc/mkdocs/js/termynal.js new file mode 100644 index 000000000..147bf4e66 --- /dev/null +++ b/doc/mkdocs/js/termynal.js @@ -0,0 +1,265 @@ +/** + * termynal.js + * A lightweight, modern and extensible animated terminal window, using + * async/await. + * + * @author Ines Montani + * @version 0.0.1 + * @license MIT + */ + +'use strict'; + +/** Generate a terminal widget. */ +class Termynal { + /** + * Construct the widget's settings. + * @param {(string|Node)=} container - Query selector or container element. + * @param {Object=} options - Custom settings. + * @param {string} options.prefix - Prefix to use for data attributes. + * @param {number} options.startDelay - Delay before animation, in ms. + * @param {number} options.typeDelay - Delay between each typed character, in ms. + * @param {number} options.lineDelay - Delay between each line, in ms. + * @param {number} options.progressLength - Number of characters displayed as progress bar. + * @param {string} options.progressChar – Character to use for progress bar, defaults to █. + * @param {number} options.progressPercent - Max percent of progress. + * @param {string} options.cursor – Character to use for cursor, defaults to ▋. + * @param {Object[]} lineData - Dynamically loaded line data objects. + * @param {boolean} options.noInit - Don't initialise the animation. + */ + constructor(container = '#termynal', options = {}) { + this.container = (typeof container === 'string') ? document.querySelector(container) : container; + this.pfx = `data-${options.prefix || 'ty'}`; + this.originalStartDelay = this.startDelay = options.startDelay + || parseFloat(this.container.getAttribute(`${this.pfx}-startDelay`)) || 300; + this.originalTypeDelay = this.typeDelay = options.typeDelay + || parseFloat(this.container.getAttribute(`${this.pfx}-typeDelay`)) || 30; + this.originalLineDelay = this.lineDelay = options.lineDelay + || parseFloat(this.container.getAttribute(`${this.pfx}-lineDelay`)) || 1500; + this.progressLength = options.progressLength + || parseFloat(this.container.getAttribute(`${this.pfx}-progressLength`)) || 40; + this.progressChar = options.progressChar + || this.container.getAttribute(`${this.pfx}-progressChar`) || '█'; + this.progressPercent = options.progressPercent + || parseFloat(this.container.getAttribute(`${this.pfx}-progressPercent`)) || 100; + this.cursor = options.cursor + || this.container.getAttribute(`${this.pfx}-cursor`) || '▋'; + this.lineData = this.lineDataToElements(options.lineData || []); + this.loadLines() + if (!options.noInit) this.init() + } + + loadLines() { + // Load all the lines and create the container so that the size is fixed + // Otherwise it would be changing and the user viewport would be constantly + // moving as she/he scrolls + const finish = this.generateFinish() + finish.style.visibility = 'hidden' + this.container.appendChild(finish) + // Appends dynamically loaded lines to existing line elements. + this.lines = [...this.container.querySelectorAll(`[${this.pfx}]`)].concat(this.lineData); + for (let line of this.lines) { + line.style.visibility = 'hidden' + this.container.appendChild(line) + } + const restart = this.generateRestart() + restart.style.visibility = 'hidden' + this.container.appendChild(restart) + this.container.setAttribute('data-termynal', ''); + } + + /** + * Initialise the widget, get lines, clear container and start animation. + */ + init() { + /** + * Calculates width and height of Termynal container. + * If container is empty and lines are dynamically loaded, defaults to browser `auto` or CSS. + */ + const containerStyle = getComputedStyle(this.container); + this.container.style.width = containerStyle.width !== '0px' ? + containerStyle.width : undefined; + this.container.style.minHeight = containerStyle.height !== '0px' ? + containerStyle.height : undefined; + + this.container.setAttribute('data-termynal', ''); + this.container.innerHTML = ''; + for (let line of this.lines) { + line.style.visibility = 'visible' + } + this.start(); + } + + /** + * Start the animation and rener the lines depending on their data attributes. + */ + async start() { + this.addFinish() + await this._wait(this.startDelay); + + for (let line of this.lines) { + const type = line.getAttribute(this.pfx); + const delay = line.getAttribute(`${this.pfx}-delay`) || this.lineDelay; + + if (type == 'input') { + line.setAttribute(`${this.pfx}-cursor`, this.cursor); + await this.type(line); + await this._wait(delay); + } + + else if (type == 'progress') { + await this.progress(line); + await this._wait(delay); + } + + else { + this.container.appendChild(line); + await this._wait(delay); + } + + line.removeAttribute(`${this.pfx}-cursor`); + } + this.addRestart() + this.finishElement.style.visibility = 'hidden' + this.lineDelay = this.originalLineDelay + this.typeDelay = this.originalTypeDelay + this.startDelay = this.originalStartDelay + } + + generateRestart() { + const restart = document.createElement('a') + restart.onclick = (e) => { + e.preventDefault() + this.container.innerHTML = '' + this.init() + } + restart.href = '#' + restart.setAttribute('data-terminal-control', '') + restart.innerHTML = "restart ↻" + return restart + } + + generateFinish() { + const finish = document.createElement('a') + finish.onclick = (e) => { + e.preventDefault() + this.lineDelay = 0 + this.typeDelay = 0 + this.startDelay = 0 + } + finish.href = '#' + finish.setAttribute('data-terminal-control', '') + finish.innerHTML = "fast →" + this.finishElement = finish + return finish + } + + addRestart() { + const restart = this.generateRestart() + this.container.appendChild(restart) + } + + addFinish() { + const finish = this.generateFinish() + this.container.appendChild(finish) + } + + /** + * Animate a typed line. + * @param {Node} line - The line element to render. + */ + async type(line) { + const chars = [...line.textContent]; + line.textContent = ''; + this.container.appendChild(line); + + for (let char of chars) { + const delay = line.getAttribute(`${this.pfx}-typeDelay`) || this.typeDelay; + await this._wait(delay); + line.textContent += char; + } + } + + /** + * Animate a progress bar. + * @param {Node} line - The line element to render. + */ + async progress(line) { + const progressLength = line.getAttribute(`${this.pfx}-progressLength`) + || this.progressLength; + const progressChar = line.getAttribute(`${this.pfx}-progressChar`) + || this.progressChar; + const chars = progressChar.repeat(progressLength); + const progressPercent = line.getAttribute(`${this.pfx}-progressPercent`) + || this.progressPercent; + line.textContent = ''; + this.container.appendChild(line); + + for (let i = 1; i < chars.length + 1; i++) { + await this._wait(this.typeDelay); + const percent = Math.round(i / chars.length * 100); + line.textContent = `${chars.slice(0, i)} ${percent}%`; + if (percent>progressPercent) { + break; + } + } + } + + /** + * Helper function for animation delays, called with `await`. + * @param {number} time - Timeout, in ms. + */ + _wait(time) { + return new Promise(resolve => setTimeout(resolve, time)); + } + + /** + * Converts line data objects into line elements. + * + * @param {Object[]} lineData - Dynamically loaded lines. + * @param {Object} line - Line data object. + * @returns {Element[]} - Array of line elements. + */ + lineDataToElements(lineData) { + return lineData.map(line => { + let div = document.createElement('div'); + div.innerHTML = `${line.value || ''}`; + + return div.firstElementChild; + }); + } + + /** + * Helper function for generating attributes string. + * + * @param {Object} line - Line data object. + * @returns {string} - String of attributes. + */ + _attributes(line) { + let attrs = ''; + for (let prop in line) { + // Custom add class + if (prop === 'class') { + attrs += ` class=${line[prop]} ` + continue + } + if (prop === 'type') { + attrs += `${this.pfx}="${line[prop]}" ` + } else if (prop !== 'value') { + attrs += `${this.pfx}-${prop}="${line[prop]}" ` + } + } + + return attrs; + } +} + +/** +* HTML API: If current script has container(s) specified, initialise Termynal. +*/ +if (document.currentScript.hasAttribute('data-termynal-container')) { + const containers = document.currentScript.getAttribute('data-termynal-container'); + containers.split('|') + .forEach(container => new Termynal(container)) +} + diff --git a/doc/mkdocs/requirements.txt b/doc/mkdocs/requirements.txt new file mode 100644 index 000000000..e287604b2 --- /dev/null +++ b/doc/mkdocs/requirements.txt @@ -0,0 +1,7 @@ +mike +mkdocs-material +python-markdown-math +mkdocs-awesome-pages-plugin +mkdocs-render-swagger-plugin +mkdocs-static-i18n +git+https://github.com/jarviszeng-zjc/markdown-include-snippet.git@develop-0.1.0#egg=markdown-include-snippet diff --git a/doc/mkdocs/theme/README.md b/doc/mkdocs/theme/README.md new file mode 100644 index 000000000..d5ce5dcea --- /dev/null +++ b/doc/mkdocs/theme/README.md @@ -0,0 +1 @@ +Mostly copied from https://github.com/cirruslabs/cirrus-ci-docs/tree/master/theme diff --git a/doc/mkdocs/theme/overrides/home.html b/doc/mkdocs/theme/overrides/home.html new file mode 100644 index 000000000..a43f46c49 --- /dev/null +++ b/doc/mkdocs/theme/overrides/home.html @@ -0,0 +1,92 @@ +{% extends "base.html" %} + + +{% block tabs %} +{{ super() }} + + + + + + +{% endblock %} + + +{% block content %}{% endblock %} + + +{% block footer %}{% endblock %} diff --git a/doc/mkdocs/theme/overrides/home.zh.html b/doc/mkdocs/theme/overrides/home.zh.html new file mode 100644 index 000000000..b44cf65e0 --- /dev/null +++ b/doc/mkdocs/theme/overrides/home.zh.html @@ -0,0 +1,90 @@ +{% extends "base.html" %} + + +{% block tabs %} +{{ super() }} + + + + + +
    +
    +
    + +
    + + + + +
    + + +
    +

    {{page.title}}

    +

    FATE Flow 基于 +

      +
    • 共享状态调度架构
      • +
    • 多方安全通信
      • +
    +

    +

    实现了端到端的联邦学习作业调度生产级服务，支持 +

      +
    • 数据接入
      • +
    • 任务组件注册中心
      • +
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    +{% endblock %} + + +{% block content %}{% endblock %} + + +{% block footer %}{% endblock %} diff --git a/doc/quick_start.md b/doc/quick_start.md index 5b6e1f402..970e9288b 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -31,10 +31,10 @@ fate_flow status/start/stop/restart ``` #### 1.2 单机版部署 -参考[单机版部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/standalone-deploy/README.zh.md) +参考[单机版部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/standalone-deploy/README.md) #### 1.3 集群部署 -参考[allinone部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md) +参考[allinone部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.md) ### 2. 使用指南 fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 diff --git a/doc/quick_start.zh.md b/doc/quick_start.zh.md new file mode 100644 index 000000000..970e9288b --- /dev/null +++ b/doc/quick_start.zh.md @@ -0,0 +1,561 @@ +## 快速入门 + +### 1. 环境部署 +以下三种模式可根据需求自行选择一种 +#### 1.1 Pypi包安装 +说明：此方式的运行模式为单机模式 +##### 1.1.1 安装 +- [conda](https://docs.conda.io/projects/miniconda/en/latest/)环境准备及安装 +- 创建虚拟环境 +```shell +# fate的运行环境为python>=3.8 +conda create -n fate_env python=3.8 +conda activate fate_env +``` +- 安装fate flow及相关依赖 +```shell +pip install fate_client[fate,fate_flow]==2.0.0.b0 +``` + +##### 1.1.2 服务初始化 +```shell +fate_flow init --ip 127.0.0.1 --port 9380 --home $HOME_DIR +``` +- ip: 服务运行ip +- port：服务运行时的http端口 +- home: 数据存储目录。主要包括：数据/模型/日志/作业配置/sqlite.db等内容 + +##### 1.1.3 服务启停 +```shell +fate_flow status/start/stop/restart +``` + +#### 1.2 单机版部署 +参考[单机版部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/standalone-deploy/README.md) + +#### 1.3 集群部署 +参考[allinone部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.md) + +### 2. 使用指南 +fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 + +#### 2.1 数据上传 +在2.0-beta版本中，数据上传分为两步： +- upload: 将数据上传到FATE支持存储服务中 +- transformer: 将数据转化成dataframe +##### 2.1.1 upload +##### 2.1.1.1 配置及数据 + - 上传配置位于[examples-upload](../examples/upload)，上传数据位于[upload-data](../examples/data) + - 你也可以使用自己的数据，并修改upload配置中的"meta"信息。 +##### 2.1.1.2 上传guest方数据 +```shell +flow data upload -c examples/upload/upload_guest.json +``` +- 需要记录返回的name和namespace，作为transformer的参数。 +##### 2.1.1.3 上传host方数据 +```shell +flow data upload -c examples/upload/upload_host.json +``` +- 需要记录返回的name和namespace，作为transformer的参数。 +##### 2.1.1.4 上传结果 +```json +{ + "code": 0, + "data": { + "name": "36491bc8-3fef-11ee-be05-16b977118319", + "namespace": "upload" + }, + "job_id": "202308211451535620150", + "message": "success" +} +``` +其中"namespace"和"name"是这份数据在fate中的标识，以便下面后续transformer阶段使用时可直接引用。 + +##### 2.1.1.5 数据查询 +因为upload为异步操作，需要确认是否上传成功才可进行后续操作。 +```shell +flow table query --namespace upload --name 36491bc8-3fef-11ee-be05-16b977118319 +``` +上传成功信息如下： +```json +{ + "code": 0, + "data": { + "count": 569, + "data_type": "table", + "engine": "standalone", + "meta": { + "delimiter": ",", + "dtype": "'float32", + "header": "extend_sid,id,x0,x1,x2,x3,x4,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16,x17,x18,x19", + "input_format": "dense", + "label_type": "int", + "match_id_name": "id", + "match_id_range": 0, + "sample_id_name": "extend_sid", + "tag_value_delimiter": ":", + "tag_with_value": false, + "weight_type": "float32" + }, + "name": "36491bc8-3fef-11ee-be05-16b977118319", + "namespace": "upload", + "path": "xxx", + "source": { + "component": "upload", + "output_artifact_key": "data", + "output_index": null, + "party_task_id": "", + "task_id": "", + "task_name": "upload" + } + }, + "message": "success" +} + +``` +若返回的code为0即为上传成功。 + +##### 2.1.2 transformer +##### 2.1.2.1 配置 + - transformer配置位于[examples-transformer](../examples/transformer) +##### 2.1.2.2 transformer guest +- 配置路径位于： examples/transformer/transformer_guest.json +- 修改配置中"data_warehouse"的"namespace"和"name"：上面upload guest阶段的输出 +```shell +flow data transformer -c examples/transformer/transformer_guest.json +``` +##### 2.1.2.3 transformer host +- 配置路径位于： examples/transformer/transformer_host.json +- 修改配置中"data_warehouse"的"namespace"和"name"：上面upload host阶段的输出 +```shell +flow data transformer -c examples/transformer/transformer_host.json +``` +##### 2.1.2.4 transformer结果 +```json +{ + "code": 0, + "data": { + "name": "breast_hetero_guest", + "namespace": "experiment" + }, + "job_id": "202308211557455662860", + "message": "success" +} +``` +其中"namespace"和"name"是这份数据在fate中的标识，后续建模作业中使用。 + +##### 2.1.2.5 查看数据是否上传成功 + +因为transformer也是异步操作，需要确认是否上传成功才可进行后续操作。 +```shell +flow table query --namespace experiment --name breast_hetero_guest +``` +```shell +flow table query --namespace experiment --name breast_hetero_host +``` +若返回的code为0即为上传成功。 + +#### 2.2 开始FATE作业 +##### 2.2.1 提交作业 +当你的数据准备好后，可以开始提交作业给FATE Flow： +- 训练job配置example位于[lr-train](../examples/lr/train_lr.yaml); +- 预测job配置example位于[lr-predict](../examples/lr/predict_lr.yaml);预测任务需要修改"dag.conf.model_warehouse"成训练作业的输出模型。 +- 训练和预测job配置中站点id为"9998"和"9999"。如果你的部署环境为集群版，需要替换成真实的站点id；单机版可使用默认配置。 +- 如果想要使用自己的数据，可以更改配置中guest和host的data_warehouse的namespace和name +- 提交作业的命令为: +```shell +flow job submit -c examples/lr/train_lr.yaml +``` +- 提交成功返回结果: +```json +{ + "code": 0, + "data": { + "model_id": "202308211911505128750", + "model_version": "0" + }, + "job_id": "202308211911505128750", + "message": "success" +} + +``` +这里的"data"内容即为该作业的输出模型。 + +##### 2.2.2 查询作业 +在作业的运行过程时，你可以通过查询命令获取作业的运行状态 +```shell +flow job query -j $job_id +``` + +##### 2.2.3 停止作业 +在作业的运行过程时，你可以通过停止作业命令来终止当前作业 +```shell +flow job stop -j $job_id +``` + +##### 2.2.4 重跑作业 +在作业的运行过程时，如果运行失败，你可以通过重跑命令来重跑当前作业 +```shell +flow job rerun -j $job_id +``` + +#### 2.3 获取作业输出结果 +作业的输出包括数据、模型和指标 +##### 2.3.1 输出指标 +查询输出指标命令： +```shell +flow output query-metric -j $job_id -r $role -p $party_id -tn $task_name +``` +如使用上面的训练dag提交任务，可以使用`flow output query-metric -j 202308211911505128750 -r arbiter -p 9998 -tn lr_0`查询。 +查询结果如下: +```json +{ + "code": 0, + "data": [ + { + "data": [ + { + "metric": [ + 0.0 + ], + "step": 0, + "timestamp": 1692616428.253495 + } + ], + "groups": [ + { + "index": null, + "name": "default" + }, + { + "index": null, + "name": "train" + } + ], + "name": "lr_loss", + "step_axis": "iterations", + "type": "loss" + }, + { + "data": [ + { + "metric": [ + -0.07785049080848694 + ], + "step": 1, + "timestamp": 1692616432.9727712 + } + ], + "groups": [ + { + "index": null, + "name": "default" + }, + { + "index": null, + "name": "train" + } + ], + "name": "lr_loss", + "step_axis": "iterations", + "type": "loss" + } + ], + "message": "success" +} + +``` + + +##### 2.3.2 输出模型 +###### 2.3.2.1 查询模型 +```shell +flow output query-model -j $job_id -r $role -p $party_id -tn $task_name +``` +如使用上面的训练dag提交任务，可以使用`flow output query-model -j 202308211911505128750 -r host -p 9998 -tn lr_0`查询。 +查询结果如下： +```json +{ + "code": 0, + "data": { + "output_model": { + "data": { + "estimator": { + "end_epoch": 10, + "is_converged": false, + "lr_scheduler": { + "lr_params": { + "start_factor": 0.7, + "total_iters": 100 + }, + "lr_scheduler": { + "_get_lr_called_within_step": false, + "_last_lr": [ + 0.07269999999999996 + ], + "_step_count": 10, + "base_lrs": [ + 0.1 + ], + "end_factor": 1.0, + "last_epoch": 9, + "start_factor": 0.7, + "total_iters": 100, + "verbose": false + }, + "method": "linear" + }, + "optimizer": { + "alpha": 0.001, + "l1_penalty": false, + "l2_penalty": true, + "method": "sgd", + "model_parameter": [ + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ] + ], + "model_parameter_dtype": "float32", + "optim_param": { + "lr": 0.1 + }, + "optimizer": { + "param_groups": [ + { + "dampening": 0, + "differentiable": false, + "foreach": null, + "initial_lr": 0.1, + "lr": 0.07269999999999996, + "maximize": false, + "momentum": 0, + "nesterov": false, + "params": [ + 0 + ], + "weight_decay": 0 + } + ], + "state": {} + } + }, + "param": { + "coef_": [ + [ + -0.10828543454408646 + ], + [ + -0.07341302931308746 + ], + [ + -0.10850320011377335 + ], + [ + -0.10066638141870499 + ], + [ + -0.04595951363444328 + ], + [ + -0.07001449167728424 + ], + [ + -0.08949052542448044 + ], + [ + -0.10958756506443024 + ], + [ + -0.04012322425842285 + ], + [ + 0.02270071767270565 + ], + [ + -0.07198350876569748 + ], + [ + 0.00548586156219244 + ], + [ + -0.06599288433790207 + ], + [ + -0.06410090625286102 + ], + [ + 0.016374297440052032 + ], + [ + -0.01607361063361168 + ], + [ + -0.011447405442595482 + ], + [ + -0.04352564364671707 + ], + [ + 0.013161249458789825 + ], + [ + 0.013506329618394375 + ] + ], + "dtype": "float32", + "intercept_": null + } + } + }, + "meta": { + "batch_size": null, + "epochs": 10, + "init_param": { + "fill_val": 0.0, + "fit_intercept": false, + "method": "zeros", + "random_state": null + }, + "label_count": false, + "learning_rate_param": { + "method": "linear", + "scheduler_params": { + "start_factor": 0.7, + "total_iters": 100 + } + }, + "optimizer_param": { + "alpha": 0.001, + "method": "sgd", + "optimizer_params": { + "lr": 0.1 + }, + "penalty": "l2" + }, + "ovr": false + } + } + }, + "message": "success" +} + +``` + +###### 2.3.2.2 下载模型 +```shell +flow output download-model -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir +``` +如使用上面的训练dag提交任务，可以使用`flow output download-model -j 202308211911505128750 -r host -p 9998 -tn lr_0 -o ./`下载。 +下载结果如下： +```json +{ + "code": 0, + "directory": "./output_model_202308211911505128750_host_9998_lr_0", + "message": "download success, please check the path: ./output_model_202308211911505128750_host_9998_lr_0" +} + + +``` + + +##### 2.3.3 输出数据 +###### 2.3.3.1 查询数据表 +```shell +flow output query-data-table -j $job_id -r $role -p $party_id -tn $task_name +``` +如使用上面的训练dag提交任务，可以使用`flow output query-data-table -j 202308211911505128750 -r host -p 9998 -tn binning_0`查询。 +查询结果如下： +```json +{ + "train_output_data": [ + { + "name": "9e28049c401311ee85c716b977118319", + "namespace": "202308211911505128750_binning_0" + } + ] +} +``` + +###### 2.3.3.2 预览数据 +```shell +flow output display-data -j $job_id -r $role -p $party_id -tn $task_name +``` +如使用上面的训练dag提交任务，可以使用`flow output display-data -j 202308211911505128750 -r host -p 9998 -tn binning_0`预览输出数据。 + +###### 2.3.3.3 下载数据 +```shell +flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir +``` +如使用上面的训练dag提交任务，可以使用`flow output download-data -j 202308211911505128750 -r guest -p 9999 -tn lr_0 -o ./`下载输出数据。 +下载结果如下： +```json +{ + "code": 0, + "directory": "./output_data_202308211911505128750_guest_9999_lr_0", + "message": "download success, please check the path: ./output_data_202308211911505128750_guest_9999_lr_0" +} + +``` + +### 3.更多文档 +- [Restful-api](./swagger/swagger.json) +- [CLI](https://github.com/FederatedAI/FATE-Client/blob/dev-2.0.0-beta/python/fate_client/flow_cli/build/doc) +- [Pipeline](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/tutorial) +- [FATE算法](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/2.0/components) diff --git a/doc/swagger/index.md b/doc/swagger/index.md new file mode 100644 index 000000000..5bb1f36d4 --- /dev/null +++ b/doc/swagger/index.md @@ -0,0 +1,3 @@ +## Swagger API + +!!swagger swagger.yaml!! diff --git a/doc/system_conf.zh.md b/doc/system_conf.zh.md new file mode 100644 index 000000000..5d83c58cd --- /dev/null +++ b/doc/system_conf.zh.md @@ -0,0 +1,221 @@ +### 系统配置描述文档 +FATE Flow使用yaml定义系统配置，配置路径位于: conf/service_conf.yaml, 具体配置内容及其含义如下： + +| 配置项 | 说明 | 值 | +|----------------------|------|------------------------------| +| party_id | 本方站点id | 如: "9999", "10000 | +| use_registry | 是否使用注册中心，当前仅支持zookeeper模式，需要保证zookeeper的配置正确；
    注：若使用高可用模式，需保证该配置设置为true | true/false | +| encrypt | 加密模块 | 见[加密模块](#加密模块) | +| fateflow | FATE Flow服务的配置，主要包括端口、命令通道服务、代理等 | 见[FateFlow配置](#fateflow配置) | +| database | 数据库服务的配置信息 | 见[数据库配置](#数据库配置) | +| default_engines | 系统的引擎服务，主要包括计算、存储和通信引擎 | 见[引擎配置](#引擎配置) | +| default_provider | 组件的来源信息，主要包括提供方名称、组件版本和运行模式 | 见[默认注册算法配置](#默认注册算法配置) | +| federation | 通信服务池 | 见[通信引擎池](#通信引擎池) | +| computing | 计算服务池 | 见[计算引擎池](#计算引擎池) | +| storage | 存储服务池 | 见[存储引擎池](#存储配置) | +| hook_module | 钩子配置，当前支持客户端认证、站点端认证以及鉴权钩子 | 见[钩子模块配置](#钩子模块配置) | +| authentication | 认证&&鉴权开关 | 见[认证开关](#认证开关) | +| model_store | 模型存储配置 | 见[模型存储](#模型存储) | +| zookeeper | zookeeper服务的配置 | 见[zookeeper配置](#zookeeper配置) | + +#### 加密模块 +```yaml +key_0: + module: fate_flow.hub.encrypt.password_encrypt#pwdecrypt + private_path: private_key.pem +``` +该加密模块主要用于密码(如mysql密码)等内容加密： +- 其中"key_0"为加密模块的key(可以自定义名字)，便于其它配置中直接引用，多套加密模式共存。 + - module: 加密模块，拼接规则为：加密模块 + "#" + 加密函数。 + - private_path：密钥路径。如填相对路径，其根目录位于fate_flow/conf/ + +#### FateFlow配置 +```yaml +host: 127.0.0.1 +http_port: 9380 +grpc_port: 9360 +proxy_name: rollsite +nginx: + host: + http_port: + grpc_port: +``` +- host: 主机地址; +- http_port：http端口号; +- grpc_port: grpc端口号; +- proxy_name: 命令通道服务名，支持osx/rollsite/nginx。详细配置需要在[通信引擎池](#通信引擎池) 里面配置; +- nginx: 代理服务配置，用于负载均衡。 + +#### 数据库配置 +```yaml +engine: sqlite +decrypt_key: +mysql: + name: fate_flow + user: fate + passwd: fate + host: 127.0.0.1 + port: 3306 + max_connections: 100 + stale_timeout: 30 +sqlite: + path: +``` +- engine: 数据库引擎名字，如这里填"mysql"，则需要更新mysql的配置详细配置。 +- decrypt_key: 加密模块,需要从[加密模块](#加密模块)中选择。 若不配置，视为不使用密码加密；若使用，则需要将下面的passwd相应设置为密文。 +- mysql: mysql服务配置；若使用密码加密功能，需要将此配置中的"passwd"设置为密文，并在[加密模块](#加密模块)中配置密钥路径 +- sqlite: sqlite文件路径，默认路径为fate_flow/fate_flow_sqlite.db + +#### 引擎配置 +```yaml +default_engines: + computing: standalone + federation: standalone + storage: standalone +``` + +- computing: 计算引擎，支持"standalone"、"eggroll"、"spark" +- federation: 通信引擎，支持"standalone"、"rollsite"、"osx"、"rabbitmq"、"pulsar" +- storage: 存储引擎，支持"standalone"、"eggroll"、"hdfs" + +#### 默认注册算法配置 +- name: 算法名称 +- version: 算法版本，若不配置，则使用fateflow.env中的配置 +- device: 算法启动方式, local/docker/k8s等 + +#### 通信引擎池 +##### pulsar +```yaml +pulsar: + host: 192.168.0.5 + port: 6650 + mng_port: 8080 + cluster: standalone + tenant: fl-tenant + topic_ttl: 30 + # default conf/pulsar_route_table.yaml + route_table: + # mode: replication / client, default: replication + mode: replication + max_message_size: 1048576 +``` +##### nginx: +```yaml +nginx: + host: 127.0.0.1 + http_port: 9300 + grpc_port: 9310 + # http or grpc + protocol: http +``` + +##### rabbitmq +```yaml +nginx: + host: 127.0.0.1 + http_port: 9300 + grpc_port: 9310 + # http or grpc + protocol: http +``` + +##### rollsite +```yaml +rollsite: + host: 127.0.0.1 + port: 9370 +``` + +##### osx +```yaml + host: 127.0.0.1 + port: 9370 +``` + +#### 计算引擎池 +##### standalone +```yaml + cores: 32 +``` +- cores: 资源总数 + +##### eggroll +```yaml +eggroll: + cores: 32 + nodes: 2 +``` +- cores: 集群资源总数 +- nodes: 集群node-manager数量 + +##### spark +```yaml +eggroll: + home: + cores: 32 +``` +- home: spark home目录，如果不填，将使用"pyspark"作为计算引擎。 +- cores: 资源总数 + +#### 存储引擎池 +```yaml + hdfs: + name_node: hdfs://fate-cluster +``` + +## 钩子模块配置 +```yaml +hook_module: + client_authentication: fate_flow.hook.flow.client_authentication + site_authentication: fate_flow.hook.flow.site_authentication + permission: fate_flow.hook.flow.permission +``` +- client_authentication: 客户端认证钩子 +- site_authentication: 站点认证钩子 +- permission: 权限认证钩子 + +## 认证开关 +```yaml +authentication: + client: false + site: false + permission: false +``` + +## 模型存储 +```yaml +model_store: + engine: file + decrypt_key: + file: + path: + mysql: + name: fate_flow + user: fate + passwd: fate + host: 127.0.0.1 + port: 3306 + max_connections: 100 + stale_timeout: 30 + tencent_cos: + Region: + SecretId: + SecretKey: + Bucket: +``` +- engine: 模型存储引擎，支持"file"、"mysql"和"tencent_cos"。 +- decrypt_key: 加密模块,需要从[加密模块](#加密模块)中选择。 若不配置，视为不使用密码加密；若使用，则需要将下面的passwd相应设置为密文。 +- file: 模型存储目录，默认位于： fate_flow/model +- mysql: mysql服务配置；若使用密码加密功能，需要将此配置中的"passwd"设置为密文，并在[加密模块](#加密模块)中配置密钥路径 +- tencent_cos: 腾讯云密钥配置 + + +#### zookeeper配置 +```yaml +zookeeper: + hosts: + - 127.0.0.1:2181 + use_acl: true + user: fate + password: fate +``` \ No newline at end of file diff --git a/mkdocs.yml b/mkdocs.yml index 18d5dd94a..8b3f7a461 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -9,25 +9,9 @@ nav: - Home: index.md - Docs: #- ... | flat | *.md - - document_navigation.md - fate_flow.md - - fate_flow_data_access.md - - fate_flow_component_registry.md - - fate_flow_job_scheduling.md - - fate_flow_resource_management.md - - fate_flow_tracking.md - - fate_flow_monitoring.md - - fate_flow_model_registry.md - - fate_flow_authority_management.md - - fate_flow_permission_management.md - - fate_flow_server_operation.md - - fate_flow_service_registry.md - - fate_flow_model_migration.md - - fate_flow_client.md - - fate_flow_http_api_call_demo.md - - configuration_instruction.md - - system_operational.md - - faq.md + - quick_start.md + - system_conf.md - API: swagger/index.md theme: @@ -64,7 +48,13 @@ plugins: - i18n: default_language: en languages: - zh: 中文 + - locale: zh + name: 中文 + build: true + - locale: en + name: English + build: true + default: true - markdown-include-snippet: base_path: doc From 4b74c17b28ff6f36de5274f806539b2cfe91dfa6 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 8 Sep 2023 16:42:09 +0800 Subject: [PATCH 263/482] update examples Signed-off-by: zhihuiwan <15779896112@163.com> --- examples/lr/predict_lr.yaml | 110 ++++++++++++++++++++++++++++++------ examples/lr/train_lr.yaml | 56 ++++++++++-------- 2 files changed, 126 insertions(+), 40 deletions(-) diff --git a/examples/lr/predict_lr.yaml b/examples/lr/predict_lr.yaml index 7afee652b..fe3ed16d9 100644 --- a/examples/lr/predict_lr.yaml +++ b/examples/lr/predict_lr.yaml @@ -1,7 +1,7 @@ dag: conf: model_warehouse: - model_id: '202308211824193580540' + model_id: '202309081631313722080' model_version: '0' parties: - party_id: @@ -46,6 +46,64 @@ dag: - host stage: predict tasks: + binning_0: + component_ref: hetero_feature_binning + dependent_tasks: + - scale_0 + inputs: + data: + test_data: + task_output_artifact: + output_artifact_key: test_output_data + producer_task: scale_0 + model: + input_model: + model_warehouse: + output_artifact_key: output_model + producer_task: binning_0 + parameters: + adjustment_factor: 0.5 + bin_col: null + bin_idx: null + category_col: null + category_idx: null + local_only: false + method: quantile + n_bins: 10 + relative_error: 1.0e-06 + skip_metrics: false + split_pt_dict: null + transform_method: null + use_anonymous: false + parties: + - party_id: + - '9999' + role: guest + - party_id: + - '9998' + role: host + evaluation_0: + component_ref: evaluation + dependent_tasks: + - lr_0 + inputs: + data: + input_data: + task_output_artifact: + - output_artifact_key: test_output_data + producer_task: lr_0 + roles: + - guest + parameters: + default_eval_setting: binary + label_column_name: null + metrics: null + predict_column_name: null + parties: + - party_id: + - '9999' + role: guest + stage: default lr_0: component_ref: coordinated_lr dependent_tasks: @@ -71,20 +129,7 @@ dag: batch_size: null early_stop: diff epochs: 10 - init_param: - fit_intercept: true - method: zeros - learning_rate_scheduler: - method: linear - scheduler_params: - start_factor: 0.7 - total_iters: 100 - optimizer: - alpha: 0.001 - method: SGD - optimizer_params: - lr: 0.1 - penalty: l2 + floating_point_precision: 23 output_cv_data: true threshold: 0.5 tol: 0.0001 @@ -101,8 +146,8 @@ dag: - '9998' role: host stage: default - selection_0: - component_ref: hetero_feature_selection + scale_0: + component_ref: feature_scale dependent_tasks: - psi_0 inputs: @@ -111,6 +156,35 @@ dag: task_output_artifact: output_artifact_key: output_data producer_task: psi_0 + model: + input_model: + model_warehouse: + output_artifact_key: output_model + producer_task: scale_0 + parameters: + feature_range: null + method: standard + scale_col: null + scale_idx: null + strict_range: true + use_anonymous: false + parties: + - party_id: + - '9999' + role: guest + - party_id: + - '9998' + role: host + selection_0: + component_ref: hetero_feature_selection + dependent_tasks: + - scale_0 + inputs: + data: + test_data: + task_output_artifact: + output_artifact_key: test_output_data + producer_task: scale_0 model: input_model: model_warehouse: @@ -135,4 +209,4 @@ dag: - party_id: - '9998' role: host -schema_version: 2.0.0.alpha +schema_version: 2.0.0.beta diff --git a/examples/lr/train_lr.yaml b/examples/lr/train_lr.yaml index c9abd2308..b7d0384b4 100644 --- a/examples/lr/train_lr.yaml +++ b/examples/lr/train_lr.yaml @@ -45,13 +45,13 @@ dag: binning_0: component_ref: hetero_feature_binning dependent_tasks: - - psi_0 + - scale_0 inputs: data: train_data: task_output_artifact: - output_artifact_key: output_data - producer_task: psi_0 + output_artifact_key: train_output_data + producer_task: scale_0 model: {} parameters: adjustment_factor: 0.5 @@ -88,7 +88,7 @@ dag: - guest parameters: default_eval_setting: binary - label_column_name: y + label_column_name: null metrics: null predict_column_name: null parties: @@ -114,20 +114,7 @@ dag: batch_size: null early_stop: diff epochs: 10 - init_param: - fit_intercept: true - method: zeros - learning_rate_scheduler: - method: linear - scheduler_params: - start_factor: 0.7 - total_iters: 100 - optimizer: - alpha: 0.001 - method: SGD - optimizer_params: - lr: 0.1 - penalty: l2 + floating_point_precision: 23 output_cv_data: true threshold: 0.5 tol: 0.0001 @@ -144,10 +131,9 @@ dag: - '9998' role: host stage: default - selection_0: - component_ref: hetero_feature_selection + scale_0: + component_ref: feature_scale dependent_tasks: - - binning_0 - psi_0 inputs: data: @@ -155,6 +141,32 @@ dag: task_output_artifact: output_artifact_key: output_data producer_task: psi_0 + model: {} + parameters: + feature_range: null + method: standard + scale_col: null + scale_idx: null + strict_range: true + use_anonymous: false + parties: + - party_id: + - '9999' + role: guest + - party_id: + - '9998' + role: host + selection_0: + component_ref: hetero_feature_selection + dependent_tasks: + - binning_0 + - scale_0 + inputs: + data: + train_data: + task_output_artifact: + output_artifact_key: train_output_data + producer_task: scale_0 model: input_models: task_output_artifact: @@ -179,4 +191,4 @@ dag: - party_id: - '9998' role: host -schema_version: 2.0.0.alpha +schema_version: 2.0.0.beta From 80f4b678054c5624b3bf31cde54a4fa8014f3b60 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 8 Sep 2023 17:22:24 +0800 Subject: [PATCH 264/482] update upload meta param Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/components/components/upload.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index a07fde9c1..fcb28e4a2 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -67,8 +67,7 @@ def __init__( header: str = None, delimiter: str = ",", dtype: Union[str, dict] = "float32", - anonymous_role: str = None, - anonymous_party_id: str = None, + anonymous_site_name: str = None, na_values: Union[str, list, dict] = None, input_format: str = "dense", tag_with_value: bool = False, @@ -85,8 +84,7 @@ def __init__( self.header = header self.delimiter = delimiter self.dtype = dtype - self.anonymous_role = anonymous_role - self.anonymous_party_id = anonymous_party_id + self.anonymous_site_name=anonymous_site_name self.na_values = na_values self.input_format = input_format self.tag_with_value = tag_with_value From d23556371a5a7005ab6b9dd6181c6b94e8e810e2 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 8 Sep 2023 18:13:48 +0800 Subject: [PATCH 265/482] update component param Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/data_app.py | 7 ++++--- python/fate_flow/components/components/upload.py | 1 - python/fate_flow/manager/components/component_manager.py | 4 ++-- 3 files changed, 6 insertions(+), 6 deletions(-) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 779f75966..066aa5b08 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -16,7 +16,7 @@ from webargs import fields from fate_flow.apps.desc import SERVER_FILE_PATH, HEAD, PARTITIONS, META, EXTEND_SID, NAMESPACE, NAME, DATA_WAREHOUSE, \ - DROP, DOWN_TYPE + DROP, DOWN_TYPE, SITE_NAME from fate_flow.engine import storage from fate_flow.manager.components.component_manager import ComponentManager from fate_flow.manager.data.data_manager import DataManager @@ -55,9 +55,10 @@ def download_data(namespace, name, path): @API.Input.json(data_warehouse=fields.Dict(required=True), desc=DATA_WAREHOUSE) @API.Input.json(namespace=fields.String(required=True), desc=NAMESPACE) @API.Input.json(name=fields.String(required=True), desc=NAME) +@API.Input.json(site_name=fields.String(required=False), desc=SITE_NAME) @API.Input.json(drop=fields.Bool(required=False), desc=DROP) -def transformer_data(data_warehouse, namespace, name, drop=True): - result = ComponentManager.dataframe_transformer(data_warehouse, namespace, name, drop) +def transformer_data(data_warehouse, namespace, name, drop=True, site_name=None): + result = ComponentManager.dataframe_transformer(data_warehouse, namespace, name, drop, site_name) return API.Output.json(**result) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index fcb28e4a2..fe612fdf2 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -67,7 +67,6 @@ def __init__( header: str = None, delimiter: str = ",", dtype: Union[str, dict] = "float32", - anonymous_site_name: str = None, na_values: Union[str, list, dict] = None, input_format: str = "dense", tag_with_value: bool = False, diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index 5cb33c89d..c736adde7 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -56,7 +56,7 @@ def upload(cls, file, head, partitions, meta, namespace, name, extend_sid): return result @classmethod - def dataframe_transformer(cls, data_warehouse, namespace, name, drop): + def dataframe_transformer(cls, data_warehouse, namespace, name, drop, site_name): data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) if data_table_meta: if not drop: @@ -71,7 +71,7 @@ def dataframe_transformer(cls, data_warehouse, namespace, name, drop): dag_schema = cls.local_dag_schema( task_name="transformer_0", component_ref="dataframe_transformer", - parameters={"namespace": namespace, "name": name}, + parameters={"namespace": namespace, "name": name, "site_name": site_name}, inputs={"data": {"table": {"data_warehouse": data_warehouse}}}, provider=provider ) From a3f997fe3dcff38c4288ba7c9988e777b8dd920f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 8 Sep 2023 18:13:59 +0800 Subject: [PATCH 266/482] update component param Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/desc.py | 1 + 1 file changed, 1 insertion(+) diff --git a/python/fate_flow/apps/desc.py b/python/fate_flow/apps/desc.py index 48a403662..e670d3adc 100644 --- a/python/fate_flow/apps/desc.py +++ b/python/fate_flow/apps/desc.py @@ -42,6 +42,7 @@ EXTEND_SID = "Whether to automatically fill a column as data row ID" NAMESPACE = "Namespace of the data table" NAME = "Name of the data table" +SITE_NAME = "Site name" DATA_WAREHOUSE = "Data output, content like: {name: xxx, namespace: xxx}" DROP = "Whether to destroy data if it already exists" DOWNLOAD_HEADER = "Whether to download the data's head as the first row" From 3c39f2e54195e030234c8b8391d75e47f1209bec Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 8 Sep 2023 18:22:15 +0800 Subject: [PATCH 267/482] update component param Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/components/components/upload.py | 1 - 1 file changed, 1 deletion(-) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index fe612fdf2..0e8898a0c 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -83,7 +83,6 @@ def __init__( self.header = header self.delimiter = delimiter self.dtype = dtype - self.anonymous_site_name=anonymous_site_name self.na_values = na_values self.input_format = input_format self.tag_with_value = tag_with_value From bc4939c43421618ef83e4173a967548351718412 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 10:44:08 +0800 Subject: [PATCH 268/482] update doc.yml Signed-off-by: zhihuiwan <15779896112@163.com> --- .github/workflows/doc.yml | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml index ccbcd5b2a..903ca8789 100644 --- a/.github/workflows/doc.yml +++ b/.github/workflows/doc.yml @@ -4,8 +4,7 @@ on: push: branches: - 'main' - - 'develop-[0-9]+.[0-9]+.[0-9]+' - - 'build-doc-[0-9]+.[0-9]+.[0-9]+' + - 'develop-[0-9].[0-9].[0-9]' schedule: - cron: '0 8 * * *' @@ -13,12 +12,12 @@ on: workflow_dispatch: {} concurrency: - group: doc_generator_${{ github.ref_name }} + group: doc_generator_${{ github.ref }} # 使用 github.ref 代替 github.ref_name cancel-in-progress: true jobs: doc_generator: - name: generate doc on branch ${{ github.ref_name }} + name: generate doc on branch ${{ github.ref }} runs-on: ubuntu-latest steps: - name: check out the repo @@ -39,13 +38,13 @@ jobs: - name: build doc via mike shell: bash run: | - if [[ "${{ github.ref_name }}" == 'main' ]]; then + if [[ '${{ github.ref_name }}' == 'main' ]]; then VERSION=latest ALIAS='main master' - elif [[ "${{ github.ref_name }}" == 'develop-'* ]]; then + elif [[ '${{ github.ref_name }}' == 'develop-'* ]]; then VERSION="${{ github.ref_name | replace('develop-', '') }}" - elif [[ "${{ github.ref_name }}" == 'build-doc-'* ]]; then - VERSION="${{ github.ref_name | replace('build-doc-', '') }}" + elif [[ '${{ github.ref_name }}' == 'build-doc-'* ]]; then + VERSION='${{ github.ref_name | replace('build-doc-', '') }}' fi mike deploy --push --update-aliases "$VERSION" $ALIAS From 7aa67e2a64047f764821078628f778affde1f6c0 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 10:45:38 +0800 Subject: [PATCH 269/482] update doc.yml Signed-off-by: zhihuiwan <15779896112@163.com> --- .github/workflows/doc.yml | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml index 903ca8789..8bd31381f 100644 --- a/.github/workflows/doc.yml +++ b/.github/workflows/doc.yml @@ -4,7 +4,8 @@ on: push: branches: - 'main' - - 'develop-[0-9].[0-9].[0-9]' + - 'develop-[0-9]+.[0-9]+.[0-9]+' + - 'build-doc-[0-9]+.[0-9]+.[0-9]+' schedule: - cron: '0 8 * * *' @@ -12,12 +13,12 @@ on: workflow_dispatch: {} concurrency: - group: doc_generator_${{ github.ref }} # 使用 github.ref 代替 github.ref_name + group: doc_generator_${{ github.ref_name }} cancel-in-progress: true jobs: doc_generator: - name: generate doc on branch ${{ github.ref }} + name: generate doc on branch ${{ github.ref_name }} runs-on: ubuntu-latest steps: - name: check out the repo From 59895e58054a191dc3eab8fdc20a3838c964e920 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 10:48:24 +0800 Subject: [PATCH 270/482] update doc.yml Signed-off-by: zhihuiwan <15779896112@163.com> --- .github/workflows/doc.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml index 8bd31381f..60f44ef7e 100644 --- a/.github/workflows/doc.yml +++ b/.github/workflows/doc.yml @@ -43,7 +43,7 @@ jobs: VERSION=latest ALIAS='main master' elif [[ '${{ github.ref_name }}' == 'develop-'* ]]; then - VERSION="${{ github.ref_name | replace('develop-', '') }}" + VERSION='${{ github.ref_name | replace('develop-', '') }}' elif [[ '${{ github.ref_name }}' == 'build-doc-'* ]]; then VERSION='${{ github.ref_name | replace('build-doc-', '') }}' fi From 2550c4fb45b4d68c5929948d6d6bd7049ca5b607 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 10:56:21 +0800 Subject: [PATCH 271/482] update doc.yml Signed-off-by: zhihuiwan <15779896112@163.com> --- .github/workflows/doc.yml | 14 +++++--------- 1 file changed, 5 insertions(+), 9 deletions(-) diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml index 60f44ef7e..842f7ea89 100644 --- a/.github/workflows/doc.yml +++ b/.github/workflows/doc.yml @@ -39,14 +39,10 @@ jobs: - name: build doc via mike shell: bash run: | - if [[ '${{ github.ref_name }}' == 'main' ]]; then - VERSION=latest - ALIAS='main master' - elif [[ '${{ github.ref_name }}' == 'develop-'* ]]; then - VERSION='${{ github.ref_name | replace('develop-', '') }}' - elif [[ '${{ github.ref_name }}' == 'build-doc-'* ]]; then - VERSION='${{ github.ref_name | replace('build-doc-', '') }}' - fi - + VERSION='${{ github.ref_name }}' + [ "$VERSION" == main ] && { VERSION=latest; ALIAS='main master'; } + VERSION="${VERSION#develop-}" + VERSION="${VERSION#build-doc-}" + mike deploy --push --update-aliases "$VERSION" $ALIAS mike set-default --push latest From 9abcdd1394c0ccca0786ee7a8f20854088d7e377 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 11:01:01 +0800 Subject: [PATCH 272/482] update png Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/images/fate_arch.png | Bin 0 -> 354931 bytes doc/images/fate_deploy_directory.png | Bin 0 -> 247468 bytes doc/images/fate_flow_arch.png | Bin 0 -> 355893 bytes doc/images/fate_flow_authorization.png | Bin 0 -> 138469 bytes doc/images/fate_flow_component_dsl.png | Bin 0 -> 77828 bytes doc/images/fate_flow_component_registry.png | Bin 0 -> 298810 bytes doc/images/fate_flow_dag.png | Bin 0 -> 91996 bytes doc/images/fate_flow_detector.png | Bin 0 -> 69880 bytes doc/images/fate_flow_dsl.png | Bin 0 -> 300942 bytes doc/images/fate_flow_inputoutput.png | Bin 0 -> 187270 bytes doc/images/fate_flow_logical_arch.png | Bin 0 -> 450147 bytes doc/images/fate_flow_major_feature.png | Bin 0 -> 169718 bytes doc/images/fate_flow_model_storage.png | Bin 0 -> 159813 bytes doc/images/fate_flow_pipelined_model.png | Bin 0 -> 208964 bytes doc/images/fate_flow_resource_process.png | Bin 0 -> 100651 bytes doc/images/fate_flow_scheduling_arch.png | Bin 0 -> 218949 bytes doc/images/federated_learning_pipeline.png | Bin 0 -> 111344 bytes 17 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 doc/images/fate_arch.png create mode 100644 doc/images/fate_deploy_directory.png create mode 100644 doc/images/fate_flow_arch.png create mode 100644 doc/images/fate_flow_authorization.png create mode 100644 doc/images/fate_flow_component_dsl.png create mode 100644 doc/images/fate_flow_component_registry.png create mode 100644 doc/images/fate_flow_dag.png create mode 100644 doc/images/fate_flow_detector.png create mode 100644 doc/images/fate_flow_dsl.png create mode 100644 doc/images/fate_flow_inputoutput.png create mode 100644 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zNkRw!lAaqwH~*?Kk2yz5vlpd`rsUS?wS5-@1+CrRhh~^Oqlwi;0TbQUD8}!J#LL0? z%?Jga`bsoSSUNYyViUlpZ_QO-XMBtTC6E8mISp`oGgf|i%W#)E9kY=?3WG@d@6P9iQ%vVas zuc%tR8vt6M{v1jW`F<(YnWW(Y^>*a(Sj~Tl6%qtjvd3WrQ)tHLeHj?Cju@aBtuHArjoz4ZT?W_IK$6 zD4y!nVaBSxqoYA~*FQmJ4vyx{+@U)~`_-ZU?)_)@JWpy`IRbRTlg^iux10XrF0&if K*YQ_fqy7hUkr_S! literal 0 HcmV?d00001 From 6a2d9504d210d8bd4cae59d1328fe1cafa1d64cc Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 11:12:03 +0800 Subject: [PATCH 273/482] on push branches Signed-off-by: zhihuiwan <15779896112@163.com> --- .github/workflows/doc.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml index 842f7ea89..39457a1a7 100644 --- a/.github/workflows/doc.yml +++ b/.github/workflows/doc.yml @@ -5,7 +5,7 @@ on: branches: - 'main' - 'develop-[0-9]+.[0-9]+.[0-9]+' - - 'build-doc-[0-9]+.[0-9]+.[0-9]+' + - 'build-doc-[0-9]+.[0-9]+.[0-9]+-[a-zA-Z]+' schedule: - cron: '0 8 * * *' From a5d51b30e1d42008d76e5e6d7003bb0f9d4849ea Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 11:24:07 +0800 Subject: [PATCH 274/482] update swagger Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/swagger/swagger.json | 2179 -------------------------------------- doc/swagger/swagger.yaml | 1999 ++++++++++++++++++++++++++++++++++ 2 files changed, 1999 insertions(+), 2179 deletions(-) delete mode 100644 doc/swagger/swagger.json create mode 100644 doc/swagger/swagger.yaml diff --git a/doc/swagger/swagger.json b/doc/swagger/swagger.json deleted file mode 100644 index e10bc5837..000000000 --- a/doc/swagger/swagger.json +++ /dev/null @@ -1,2179 +0,0 @@ -{ - "swagger": "2.0", - "basePath": "/v2", - "paths": { - "/client/client/create": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_client_CreateClientApp", - "parameters": [ - { - "description": "App name for the client", - "name": "app_name", - "type": "string", - "in": "formData" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/client/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_client_DeleteClientApp", - "parameters": [ - { - "description": "App ID for the client", - "name": "app_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/client/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_client_QueryClientApp", - "parameters": [ - { - "description": "App ID for the client", - "name": "app_id", - "type": "string", - "in": "query" - }, - { - "description": "App name for the client", - "name": "app_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/partner/create": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_client_CreatePartnerApp", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "App ID for the site", - "name": "app_id", - "type": "string", - "in": "query" - }, - { - "description": "App token for the site", - "name": "app_token", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/partner/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_client_DeletePartnerApp", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/partner/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_client_QueryPartnerApp", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/site/create": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_client_CreateSiteApp", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/site/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_client_DeleteSiteApp", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/site/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_client_QuerySiteApp", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/data/component/dataframe/transformer": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_data_TransformerData", - "parameters": [ - { - "description": "Data output, content like: {name: xxx, namespace: xxx}", - "name": "data_warehouse", - "type": "string", - "in": "query" - }, - { - "description": "Namespace of the data table", - "name": "namespace", - "type": "string", - "in": "query" - }, - { - "description": "Name of the data table", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "Whether to destroy data if it already exists", - "name": "drop", - "type": "string", - "in": "query" - } - ], - "tags": [ - "data" - ] - } - }, - "/data/component/download": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_data_DownloadData", - "parameters": [ - { - "description": "Name of the data table", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "Namespace of the data table", - "name": "namespace", - "type": "string", - "in": "query" - }, - { - "description": "File path on the server", - "name": "path", - "type": "string", - "in": "query" - } - ], - "tags": [ - "data" - ] - } - }, - "/data/component/upload": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_data_UploadData", - "parameters": [ - { - "description": "File path on the server", - "name": "file", - "type": "string", - "in": "query" - }, - { - "description": "Whether the first row of the file is the data's head", - "name": "head", - "type": "string", - "in": "query" - }, - { - "description": "Number of data partitions", - "name": "partitions", - "type": "string", - "in": "query" - }, - { - "description": "Metadata of the data", - "name": "meta", - "type": "string", - "in": "query" - }, - { - "description": "Whether to automatically fill a column as data row ID", - "name": "extend_sid", - "type": "string", - "in": "query" - }, - { - "description": "Namespace of the data table", - "name": "namespace", - "type": "string", - "in": "query" - }, - { - "description": "Name of the data table", - "name": "name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "data" - ] - } - }, - "/data/download": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_data_Download", - "parameters": [ - { - "description": "Name of the data table", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "Namespace of the data table", - "name": "namespace", - "type": "string", - "in": "query" - }, - { - "description": "Whether the first row of the file is the data's head", - "name": "header", - "type": "string", - "in": "query" - }, - { - "description": "File path on the server", - "name": "path", - "type": "string", - "in": "query" - }, - { - "description": "Down Type:sync,async", - "name": "types", - "type": "string", - "in": "query" - } - ], - "tags": [ - "data" - ] - } - }, - "/job/clean": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_job_CleanJob", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/dag/dependency": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_job_DagDependency", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/list/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_job_QueryJobList", - "parameters": [ - { - "description": "Limit of rows or entries", - "name": "limit", - "type": "string", - "in": "query" - }, - { - "description": "Page number", - "name": "page", - "type": "string", - "in": "query" - }, - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Description information", - "name": "description", - "type": "string", - "in": "query" - }, - { - "description": "Participant information", - "name": "partner", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Status of the job or task", - "name": "status", - "type": "string", - "in": "query" - }, - { - "description": "Field name for sorting", - "name": "order_by", - "type": "string", - "in": "query" - }, - { - "description": "Sorting order: asc/desc", - "name": "order", - "type": "string", - "in": "query" - }, - { - "description": "Username provided by the upper-level system", - "name": "user_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/log/download": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_job_DownloadJobLogs", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/notes/add": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_job_AddNotes", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Tags and customizable information for tasks", - "name": "notes", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_job_QueryJob", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Status of the job or task", - "name": "status", - "type": "string", - "in": "query" - }, - { - "description": "Username provided by the upper-level system", - "name": "user_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/queue/clean": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_job_CleanQueue", - "tags": [ - "job" - ] - } - }, - "/job/rerun": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_job_RequestRerunJob", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/stop": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_job_RequestStopJob", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/submit": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_job_SubmitJob", - "parameters": [ - { - "description": "Definition and configuration of jobs, including the configuration of multiple tasks", - "name": "dag_schema", - "type": "string", - "in": "query" - }, - { - "description": "Username provided by the upper-level system", - "name": "user_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/task/list/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_job_QueryTaskList", - "parameters": [ - { - "description": "Limit of rows or entries", - "name": "limit", - "type": "string", - "in": "query" - }, - { - "description": "Page number", - "name": "page", - "type": "string", - "in": "query" - }, - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - }, - { - "description": "Field name for sorting", - "name": "order_by", - "type": "string", - "in": "query" - }, - { - "description": "Sorting order: asc/desc", - "name": "order", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/task/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_job_QueryTask", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Status of the job or task", - "name": "status", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - }, - { - "description": "Task ID", - "name": "task_id", - "type": "string", - "in": "query" - }, - { - "description": "Task version", - "name": "task_version", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/log/count": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_log_Count", - "parameters": [ - { - "description": "Log level or type", - "name": "log_type", - "type": "string", - "in": "query" - }, - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - }, - { - "description": "Instance ID of the FATE Flow service", - "name": "instance_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "log" - ] - } - }, - "/log/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_log_Get", - "parameters": [ - { - "description": "Log level or type", - "name": "log_type", - "type": "string", - "in": "query" - }, - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - }, - { - "description": "Starting line number", - "name": "begin", - "type": "string", - "in": "query" - }, - { - "description": "Ending line number", - "name": "end", - "type": "string", - "in": "query" - }, - { - "description": "Instance ID of the FATE Flow service", - "name": "instance_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "log" - ] - } - }, - "/model/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_model_DeleteModel", - "parameters": [ - { - "description": "Model ID", - "name": "model_id", - "type": "string", - "in": "query" - }, - { - "description": "Model version", - "name": "model_version", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - }, - { - "description": "Primary key for output data or model of the task", - "name": "output_key", - "type": "string", - "in": "query" - } - ], - "tags": [ - "model" - ] - } - }, - "/model/export": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_model_Export", - "parameters": [ - { - "description": "Model ID", - "name": "model_id", - "type": "string", - "in": "query" - }, - { - "description": "Model version", - "name": "model_version", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Directory path on the server", - "name": "path", - "type": "string", - "in": "query" - } - ], - "tags": [ - "model" - ] - } - }, - "/model/import": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_model_ImportModel", - "parameters": [ - { - "description": "Model ID", - "name": "model_id", - "type": "string", - "in": "query" - }, - { - "description": "Model version", - "name": "model_version", - "type": "string", - "in": "query" - } - ], - "tags": [ - "model" - ] - } - }, - "/model/load": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_model_Load", - "tags": [ - "model" - ] - } - }, - "/model/migrate": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_model_Migrate", - "tags": [ - "model" - ] - } - }, - "/model/restore": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_model_Restore", - "tags": [ - "model" - ] - } - }, - "/model/store": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_model_Store", - "tags": [ - "model" - ] - } - }, - "/output/data/display": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_output_OutputDataDisplay", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/data/download": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_output_OutputDataDownload", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - }, - { - "description": "Primary key for output data or model of the task", - "name": "output_key", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/data/table": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_output_OutputDataTable", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/metric/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_output_DeleteMetric", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/metric/key/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_output_QueryMetricKey", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/metric/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_output_QueryMetric", - "parameters": [ - { - "description": "Site ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - }, - { - "description": "Filter conditions", - "name": "filters", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/model/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_output_DeleteModel", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/model/download": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_output_Download", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/model/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_output_QueryModel", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/permission/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_permission_Delete", - "parameters": [ - { - "description": "App ID", - "name": "app_id", - "type": "string", - "in": "query" - }, - { - "description": "Permission name", - "name": "role", - "type": "string", - "in": "query" - } - ], - "tags": [ - "permission" - ] - } - }, - "/permission/grant": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_permission_Grant", - "parameters": [ - { - "description": "App ID", - "name": "app_id", - "type": "string", - "in": "query" - }, - { - "description": "Permission name", - "name": "role", - "type": "string", - "in": "query" - } - ], - "tags": [ - "permission" - ] - } - }, - "/permission/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_permission_Query", - "parameters": [ - { - "description": "App ID", - "name": "app_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "permission" - ] - } - }, - "/permission/resource/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_permission_DeleteResourcePermission", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Component name", - "name": "component", - "type": "string", - "in": "query" - }, - { - "description": "List of datasets", - "name": "dataset", - "type": "string", - "in": "query" - } - ], - "tags": [ - "permission" - ] - } - }, - "/permission/resource/grant": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_permission_GrantResourcePermission", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Component name", - "name": "component", - "type": "string", - "in": "query" - }, - { - "description": "List of datasets", - "name": "dataset", - "type": "string", - "in": "query" - } - ], - "tags": [ - "permission" - ] - } - }, - "/permission/resource/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_permission_QueryResourcePrivilege", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Component name", - "name": "component", - "type": "string", - "in": "query" - }, - { - "description": "List of datasets", - "name": "dataset", - "type": "string", - "in": "query" - } - ], - "tags": [ - "permission" - ] - } - }, - "/permission/role/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_permission_QueryRoles", - "tags": [ - "permission" - ] - } - }, - "/provider/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_provider_Delete", - "parameters": [ - { - "description": "Component provider name", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "Component running mode", - "name": "device", - "type": "string", - "in": "query" - }, - { - "description": "Component version", - "name": "version", - "type": "string", - "in": "query" - }, - { - "description": "Registered algorithm full name, provider + ':' + version + '@' + running mode, e.g., fate:2.0.0@local", - "name": "provider_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "provider" - ] - } - }, - "/provider/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_provider_Query", - "parameters": [ - { - "description": "Component provider name", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "Component running mode", - "name": "device", - "type": "string", - "in": "query" - }, - { - "description": "Component version", - "name": "version", - "type": "string", - "in": "query" - }, - { - "description": "Registered algorithm full name, provider + ':' + version + '@' + running mode, e.g., fate:2.0.0@local", - "name": "provider_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "provider" - ] - } - }, - "/provider/register": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_provider_Register", - "parameters": [ - { - "description": "Component provider name", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "Component running mode", - "name": "device", - "type": "string", - "in": "query" - }, - { - "description": "Component version", - "name": "version", - "type": "string", - "in": "query" - }, - { - "description": "Detailed information about component registration", - "name": "metadata", - "type": "string", - "in": "query" - } - ], - "tags": [ - "provider" - ] - } - }, - "/server/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_server_DeleteServer", - "parameters": [ - { - "description": "Server name", - "name": "server_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "server" - ] - } - }, - "/server/fateflow": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_server_FateFlowServerInfo", - "tags": [ - "server" - ] - } - }, - "/server/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_server_QueryServer", - "parameters": [ - { - "description": "Server name", - "name": "server_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "server" - ] - } - }, - "/server/query/all": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_server_QueryAll", - "tags": [ - "server" - ] - } - }, - "/server/registry": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_server_RegisterServer", - "parameters": [ - { - "description": "Server name", - "name": "server_name", - "type": "string", - "in": "query" - }, - { - "description": "Host IP", - "name": "host", - "type": "string", - "in": "query" - }, - { - "description": "Service port", - "name": "port", - "type": "string", - "in": "query" - }, - { - "description": "Protocol: http/https", - "name": "protocol", - "type": "string", - "in": "query" - } - ], - "tags": [ - "server" - ] - } - }, - "/server/service/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_server_DeleteService", - "parameters": [ - { - "description": "Server name", - "name": "server_name", - "type": "string", - "in": "query" - }, - { - "description": "Service name", - "name": "service_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "server" - ] - } - }, - "/server/service/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_server_QueryService", - "parameters": [ - { - "description": "Server name", - "name": "server_name", - "type": "string", - "in": "query" - }, - { - "description": "Service name", - "name": "service_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "server" - ] - } - }, - "/server/service/registry": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_server_RegistryService", - "parameters": [ - { - "description": "Server name", - "name": "server_name", - "type": "string", - "in": "query" - }, - { - "description": "Service name", - "name": "service_name", - "type": "string", - "in": "query" - }, - { - "description": "Service path", - "name": "uri", - "type": "string", - "in": "query" - }, - { - "description": "Request method: POST/GET, etc.", - "name": "method", - "type": "string", - "in": "query" - }, - { - "description": "Request header parameters", - "name": "params", - "type": "string", - "in": "query" - }, - { - "description": "Request body parameters", - "name": "data", - "type": "string", - "in": "query" - }, - { - "description": "Request headers", - "name": "headers", - "type": "string", - "in": "query" - }, - { - "description": "Protocol: http/https", - "name": "protocol", - "type": "string", - "in": "query" - } - ], - "tags": [ - "server" - ] - } - }, - "/site/info/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_site_QuerySiteInfo", - "tags": [ - "site" - ] - } - }, - "/table/bind/path": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_table_BindPath", - "parameters": [ - { - "description": "Namespace of the data table", - "name": "namespace", - "type": "string", - "in": "query" - }, - { - "description": "Name of the data table", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "File path on the server", - "name": "path", - "type": "string", - "in": "query" - } - ], - "tags": [ - "table" - ] - } - }, - "/table/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_table_DeleteTable", - "parameters": [ - { - "description": "Namespace of the data table", - "name": "namespace", - "type": "string", - "in": "query" - }, - { - "description": "Name of the data table", - "name": "name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "table" - ] - } - }, - "/table/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_table_QueryTable", - "parameters": [ - { - "description": "Namespace of the data table", - "name": "namespace", - "type": "string", - "in": "query" - }, - { - "description": "Name of the data table", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "Whether to return preview data", - "name": "display", - "type": "string", - "in": "query" - } - ], - "tags": [ - "table" - ] - } - } - }, - "info": { - "title": "FATE Flow restful api", - "version": "2.0.0-beta" - }, - "produces": [ - "application/json" - ], - "consumes": [ - "application/json" - ], - "tags": [ - { - "name": "permission", - "description": "permission-Related Operations" - }, - { - "name": "log", - "description": "log-Related Operations" - }, - { - "name": "site", - "description": "site-Related Operations" - }, - { - "name": "table", - "description": "table-Related Operations" - }, - { - "name": "provider", - "description": "provider-Related Operations" - }, - { - "name": "model", - "description": "model-Related Operations" - }, - { - "name": "server", - "description": "server-Related Operations" - }, - { - "name": "data", - "description": "data-Related Operations" - }, - { - "name": "client", - "description": "client-Related Operations" - }, - { - "name": "output", - "description": "output-Related Operations" - }, - { - "name": "job", - "description": "job-Related Operations" - } - ], - "responses": { - "ParseError": { - "description": "When a mask can't be parsed" - }, - "MaskError": { - "description": "When any error occurs on mask" - } - } -} \ No newline at end of file diff --git a/doc/swagger/swagger.yaml b/doc/swagger/swagger.yaml new file mode 100644 index 000000000..03cbaba00 --- /dev/null +++ b/doc/swagger/swagger.yaml @@ -0,0 +1,1999 @@ +swagger: '2.0' +basePath: /v2 +paths: + /client/client/create: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseClientInfo' + operationId: post_create_client_app + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqAppName' + tags: + - client + /client/client/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseStatus' + operationId: post_delete_client_app + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqAppId' + tags: + - client + /client/client/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseClientInfo' + operationId: get_client_QueryClientApp + parameters: + - required: false + description: App ID for the client + in: query + name: app_id + type: string + - required: false + description: App name for the client + in: query + name: app_name + type: string + tags: + - client + /client/partner/create: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponsePartnerInfo' + operationId: post_create_partner_app + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqPartnerCreate' + tags: + - client + /client/partner/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseStatus' + operationId: post_delete_partner_app + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqPartyId' + tags: + - client + /client/partner/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseClientInfo' + operationId: get_client_QueryPartnerApp + parameters: + - required: false + description: Site ID + in: query + name: party_id + type: string + tags: + - client + /client/site/create: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseClientInfo' + operationId: post_create_site_app + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqPartyId' + tags: + - client + /client/site/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseStatus' + operationId: post_delete_site_app + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqPartyId' + tags: + - client + /client/site/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseClientInfo' + operationId: get_client_QuerySiteApp + parameters: + - required: true + description: Site ID + in: query + name: party_id + type: string + tags: + - client + /data/component/dataframe/transformer: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseUploadData' + operationId: post_transformer_data + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqTransformerData' + tags: + - data + /data/component/download: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseComponentDownload' + operationId: post_download_data + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqComponentDownload' + tags: + - data + /data/component/upload: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseUploadData' + operationId: post_upload_data + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqComponentUpload' + tags: + - data + /data/download: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseUploadData' + operationId: get_data_Download + parameters: + - required: true + description: Name of the data table + in: query + name: name + type: string + - required: true + description: Namespace of the data table + in: query + name: namespace + type: string + - required: false + description: Whether the first row of the file is the data's head + in: query + name: header + type: string + tags: + - data + /job/clean: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseJobClean' + operationId: post_clean_job + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqJobId' + tags: + - job + /job/dag/dependency: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonDictModel' + operationId: get_job_DagDependency + parameters: + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + tags: + - job + /job/list/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonDictModel' + operationId: get_job_QueryJobList + parameters: + - required: false + description: Limit of rows or entries + in: query + name: limit + type: string + - required: false + description: Page number + in: query + name: page + type: string + - required: false + description: Job ID + in: query + name: job_id + type: string + - required: false + description: Description information + in: query + name: description + type: string + - required: false + description: Participant information + in: query + name: partner + type: string + - required: false + description: Site ID + in: query + name: party_id + type: string + - required: false + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: false + description: Status of the job or task + in: query + name: status + type: string + - required: false + description: Field name for sorting + in: query + name: order_by + type: string + - required: false + description: 'Sorting order: asc/desc' + in: query + name: order + type: string + - required: false + description: Username provided by the upper-level system + in: header + name: user_name + type: string + tags: + - job + /job/log/download: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_download_job_logs + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqJobId' + produces: + - application/gzip + tags: + - job + /job/notes/add: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_add_notes + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqNodesAdd' + tags: + - job + /job/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonListToDictModel' + operationId: get_job_QueryJob + parameters: + - required: false + description: Job ID + in: query + name: job_id + type: string + - required: false + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: false + description: Site ID + in: query + name: party_id + type: string + - required: false + description: Status of the job or task + in: query + name: status + type: string + - required: false + description: Username provided by the upper-level system + in: header + name: user_name + type: string + tags: + - job + /job/queue/clean: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseJobClean' + operationId: post_clean_queue + tags: + - job + /job/rerun: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_request_rerun_job + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqJobId' + tags: + - job + /job/stop: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_request_stop_job + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqJobId' + tags: + - job + /job/submit: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseJobSubmit' + operationId: post_submit_job + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqSubmitJob' + tags: + - job + /job/task/list/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonDictModel' + operationId: get_job_QueryTaskList + parameters: + - required: false + description: Limit of rows or entries + in: query + name: limit + type: string + - required: false + description: Page number + in: query + name: page + type: string + - required: false + description: Job ID + in: query + name: job_id + type: string + - required: false + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: false + description: Site ID + in: query + name: party_id + type: string + - required: false + description: Task name + in: query + name: task_name + type: string + - required: false + description: Field name for sorting + in: query + name: order_by + type: string + - required: false + description: 'Sorting order: asc/desc' + in: query + name: order + type: string + tags: + - job + /job/task/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonListToDictModel' + operationId: get_job_QueryTask + parameters: + - required: false + description: Job ID + in: query + name: job_id + type: string + - required: false + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: false + description: Site ID + in: query + name: party_id + type: string + - required: false + description: Status of the job or task + in: query + name: status + type: string + - required: false + description: Task name + in: query + name: task_name + type: string + - required: false + description: Task ID + in: query + name: task_id + type: string + - required: false + description: Task version + in: query + name: task_version + type: string + tags: + - job + /log/count: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonDataModel' + operationId: get_log_Count + parameters: + - required: true + description: Log level or type + in: query + name: log_type + type: string + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: false + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: false + description: Site ID + in: query + name: party_id + type: string + - required: false + description: Task name + in: query + name: task_name + type: string + - required: false + description: Instance ID of the FATE Flow service + in: query + name: instance_id + type: string + tags: + - log + /log/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonListDictModel' + operationId: get_log_Get + parameters: + - required: true + description: Log level or type + in: query + name: log_type + type: string + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: false + description: Task name + in: query + name: task_name + type: string + - required: false + description: Starting line number + in: query + name: begin + type: string + - required: false + description: Ending line number + in: query + name: end + type: string + - required: false + description: Instance ID of the FATE Flow service + in: query + name: instance_id + type: string + tags: + - log + /model/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ModelDelete' + operationId: post_delete_model + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqModelDelete' + tags: + - model + /model/export: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_export + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqModelExport' + tags: + - model + /model/import: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_import_model + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqModelImport' + tags: + - model + /model/load: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_load + tags: + - model + /model/migrate: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_migrate + tags: + - model + /model/restore: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_restore + tags: + - model + /model/store: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_store + tags: + - model + /output/data/display: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseTableDisplay' + operationId: get_output_OutputDataDisplay + parameters: + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: true + description: Task name + in: query + name: task_name + type: string + tags: + - output + /output/data/download: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: get_output_OutputDataDownload + parameters: + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: true + description: Task name + in: query + name: task_name + type: string + - required: false + description: Primary key for output data or model of the task + in: query + name: output_key + type: string + produces: + - application/gzip + tags: + - output + /output/data/table: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseDataTable' + operationId: get_output_OutputDataTable + parameters: + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: true + description: Task name + in: query + name: task_name + type: string + tags: + - output + /output/metric/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseDeleteMetric' + operationId: post_delete_metric + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqMetricDelete' + tags: + - output + /output/metric/key/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/OutputQuery' + operationId: get_output_QueryMetricKey + parameters: + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: true + description: Task name + in: query + name: task_name + type: string + tags: + - output + /output/metric/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonDictModel' + operationId: get_output_QueryMetric + parameters: + - required: true + description: Site ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: true + description: Task name + in: query + name: task_name + type: string + - required: false + description: Filter conditions + in: query + name: filters + type: string + tags: + - output + /output/model/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_output_delete_model + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqMetricDelete' + tags: + - output + /output/model/download: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: get_output_Download + parameters: + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: true + description: Task name + in: query + name: task_name + type: string + produces: + - application/x-tar + tags: + - output + /output/model/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseFateFlow' + operationId: get_output_QueryModel + parameters: + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: true + description: Task name + in: query + name: task_name + type: string + tags: + - output + /permission/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseGrantPermission' + operationId: post_delete + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqGrant' + tags: + - permission + /permission/grant: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseGrantPermission' + operationId: post_grant + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqGrant' + tags: + - permission + /permission/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponsePermissionModel' + operationId: get_permission_Query + parameters: + - required: true + description: App ID + in: query + name: app_id + type: string + tags: + - permission + /permission/resource/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_delete_resource_permission + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqResourceGrant' + tags: + - permission + /permission/resource/grant: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_grant_resource_permission + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqResourceGrant' + tags: + - permission + /permission/resource/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseResourceModel' + operationId: get_permission_QueryResourcePrivilege + parameters: + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: false + description: Component name + in: query + name: component + type: string + - required: false + description: List of datasets + in: query + name: dataset + type: string + tags: + - permission + /permission/role/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonListModel' + operationId: get_permission_QueryRoles + tags: + - permission + /provider/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseGrantPermission' + operationId: post_provider_Delete + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqProviderDelete' + tags: + - provider + /provider/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonDictModel' + operationId: get_provider_Query + parameters: + - required: false + description: Component provider name + in: query + name: name + type: string + - required: false + description: Component running mode + in: query + name: device + type: string + - required: false + description: Component version + in: query + name: version + type: string + - required: false + description: >- + Registered algorithm full name, provider + ':' + version + '@' + + running mode, e.g., fate:2.0.0@local + in: query + name: provider_name + type: string + tags: + - provider + /provider/register: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_register + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqProviderRegister' + tags: + - provider + /server/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_delete_server + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqServerDelete' + tags: + - server + /server/fateflow: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseFateFlow' + operationId: get_server_FateFlowServerInfo + tags: + - server + /server/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonListModel' + operationId: get_server_QueryServer + parameters: + - required: true + description: Server name + in: query + name: server_name + type: string + tags: + - server + /server/query/all: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseFateFlow' + operationId: get_server_QueryAll + tags: + - server + /server/registry: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseServerRegister' + operationId: post_register_server + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqServerRegistry' + tags: + - server + /server/service/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_delete_service + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqServiceRegistry' + tags: + - server + /server/service/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseFateFlow' + operationId: get_server_QueryService + parameters: + - required: true + description: Server name + in: query + name: server_name + type: string + - required: true + description: Service name + in: query + name: service_name + type: string + tags: + - server + /server/service/registry: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_registry_service + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqServiceRegistry' + tags: + - server + /site/info/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseFateFlow' + operationId: get_site_QuerySiteInfo + tags: + - site + /table/bind/path: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_bind_path + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqBindPath' + tags: + - table + /table/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_delete_table + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqServiceRegistry' + tags: + - table + /table/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseFateFlow' + operationId: get_table_QueryTable + parameters: + - required: true + description: Namespace of the data table + in: query + name: namespace + type: string + - required: true + description: Name of the data table + in: query + name: name + type: string + - required: false + description: Whether to return preview data + in: query + name: display + type: string + tags: + - table +info: + title: FATE Flow restful api + version: 2.0.0-beta +produces: + - application/json +consumes: + - application/json +tags: + - name: client + description: client-Related Operations + - name: data + description: data-Related Operations + - name: job + description: job-Related Operations + - name: log + description: log-Related Operations + - name: model + description: model-Related Operations + - name: output + description: output-Related Operations + - name: permission + description: permission-Related Operations + - name: provider + description: provider-Related Operations + - name: server + description: server-Related Operations + - name: site + description: site-Related Operations + - name: table + description: table-Related Operations +definitions: + ReqAppName: + required: + - app_name + properties: + app_name: + type: string + description: App name for the client + type: object + ResponseClientInfo: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/ClientInfo' + type: object + CommonModel: + properties: + message: + type: string + code: + type: integer + type: object + ClientInfo: + properties: + app_name: + type: string + app_id: + type: string + app_token: + type: string + app_type: + type: string + type: object + ReqAppId: + required: + - app_id + properties: + app_id: + type: string + description: App ID for the client + type: object + ResponseStatus: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/Status' + type: object + Status: + properties: + status: + type: integer + type: object + ReqPartyId: + required: + - party_id + properties: + party_id: + type: string + description: Site ID + type: object + ReqPartnerCreate: + required: + - app_id + - app_token + - party_id + properties: + party_id: + type: string + description: Site ID + app_id: + type: string + description: App ID for the site + app_token: + type: string + description: App token for the site + type: object + ResponsePartnerInfo: + properties: + message: + type: string + code: + type: integer + x-mask: '{data}' + type: object + ReqComponentUpload: + required: + - file + - head + - partitions + properties: + file: + type: string + description: File path on the server + head: + type: boolean + description: Whether the first row of the file is the data's head + partitions: + type: integer + description: Number of data partitions + meta: + type: object + description: Metadata of the data + extend_sid: + type: boolean + description: Whether to automatically fill a column as data row ID + namespace: + type: string + description: Namespace of the data table + name: + type: string + description: Name of the data table + type: object + ResponseUploadData: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/dataInfo' + job_id: + type: string + type: object + dataInfo: + properties: + name: + type: string + namespace: + type: string + type: object + ReqComponentDownload: + required: + - name + - namespace + properties: + namespace: + type: string + description: Namespace of the data table + name: + type: string + description: Name of the data table + path: + type: string + description: File path on the server + type: object + ResponseComponentDownload: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/ComponentInfo' + job_id: + type: string + type: object + ComponentInfo: + properties: + name: + type: string + namespace: + type: string + path: + type: string + type: object + ReqTransformerData: + required: + - name + - namespace + properties: + data_warehouse: + type: object + description: 'Data output, content like: {name: xxx, namespace: xxx}' + namespace: + type: string + description: Namespace of the data table + name: + type: string + description: Name of the data table + drop: + type: boolean + description: Whether to destroy data if it already exists + type: object + ReqSubmitJob: + required: + - dag_schema + properties: + dag_schema: + type: object + description: >- + Definition and configuration of jobs, including the configuration of + multiple tasks + user_name: + type: string + description: Name of the data table + type: object + ResponseJobSubmit: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/JobInfo' + job_id: + type: string + type: object + JobInfo: + properties: + model_id: + type: string + model_version: + type: string + type: object + CommonListToDictModel: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + type: array + items: + type: object + type: object + ReqJobId: + required: + - job_id + properties: + job_id: + type: string + description: Job ID + type: object + CommonDictModel: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + type: object + type: object + ResponseJobClean: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/queueInfo' + type: object + queueInfo: + properties: + job_id: + type: string + type: object + ReqNodesAdd: + required: + - job_id + - notes + - party_id + - role + properties: + job_id: + type: string + description: Job ID + role: + type: string + description: 'Role of the participant: guest/host/arbiter/local' + party_id: + type: string + description: Site ID + notes: + type: string + description: Tags and customizable information for tasks + type: object + CommonDataModel: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + type: integer + type: object + CommonListDictModel: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + type: array + items: + type: object + type: object + ReqModelExport: + required: + - model_id + - model_version + - party_id + - path + - role + properties: + model_id: + type: string + description: Model ID + model_version: + type: string + description: Model version + party_id: + type: string + description: Site ID + role: + type: string + description: 'Role of the participant: guest/host/arbiter/local' + path: + type: string + description: Directory path on the server + type: object + ReqModelImport: + required: + - model_id + - model_version + properties: + model_id: + type: string + description: Model ID + model_version: + type: string + description: Model version + type: object + ReqModelDelete: + allOf: + - $ref: '#/definitions/ReqModelImport' + - properties: + role: + type: string + description: 'Role of the participant: guest/host/arbiter/local' + party_id: + type: string + description: Site ID + task_name: + type: string + description: Task name + output_key: + type: string + description: Primary key for output data or model of the task + type: object + ModelDelete: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/Delete' + type: object + Delete: + properties: + count: + type: boolean + type: object + OutputQuery: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/MetricKeyInfo' + type: object + MetricKeyInfo: + properties: + name: + type: string + step_axis: + type: string + type: + type: string + groups: + type: array + items: + type: object + type: object + ReqMetricDelete: + required: + - job_id + - role + - task_name + properties: + job_id: + type: string + description: Job ID + role: + type: string + description: 'Role of the participant: guest/host/arbiter/local' + task_name: + type: string + description: Task name + type: object + ResponseDeleteMetric: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + type: boolean + type: object + ResponseFateFlow: + properties: + code: + type: integer + message: + type: string + data: + type: object + type: object + ResponseDataTable: + properties: + train_out_data: + type: array + items: + $ref: '#/definitions/dataInfo' + type: object + ResponseTableDisplay: + properties: + train_out_data: + type: array + items: + type: array + items: + type: string + type: object + ReqGrant: + required: + - app_id + - role + properties: + app_id: + type: string + description: App ID + role: + type: string + description: Permission name + type: object + ResponseGrantPermission: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/GrantInfo' + type: object + GrantInfo: + properties: + status: + type: boolean + type: object + ResponsePermissionModel: + properties: + data: + $ref: '#/definitions/PermissionInfo' + type: object + PermissionInfo: + properties: + client: + type: array + items: + type: object + type: object + CommonListModel: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + type: array + items: + type: string + type: object + ReqResourceGrant: + required: + - party_id + properties: + party_id: + type: string + description: Site ID + component: + type: string + description: Component name + dataset: + type: array + items: + type: object + type: object + ResponseResourceModel: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + type: object + type: object + ReqProviderRegister: + required: + - device + - metadata + - name + - version + properties: + name: + type: string + description: Component provider name + device: + type: string + description: Component running mode + version: + type: string + description: Component version + metadata: + type: string + description: Detailed information about component registration + type: object + ReqProviderDelete: + properties: + name: + type: string + description: Component provider name + device: + type: string + description: Component running mode + version: + type: string + description: Component version + provider_name: + type: string + description: >- + Registered algorithm full name, provider + ':' + version + '@' + + running mode, e.g., fate:2.0.0@local + type: object + ReqServerRegistry: + required: + - host + - port + - server_name + properties: + server_name: + type: string + description: Server name + host: + type: string + description: Host IP + port: + type: string + description: Service port + protocol: + type: string + description: 'Protocol: http/https' + type: object + ResponseServerRegister: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/RegisterInfo' + type: object + RegisterInfo: + properties: + host: + type: string + port: + type: string + protocol: + type: string + server_name: + type: string + type: object + ReqServerDelete: + required: + - server_name + properties: + server_name: + type: string + description: Server name + type: object + ReqServiceRegistry: + required: + - name + - namespace + properties: + namespace: + type: string + description: Namespace of the data table + name: + type: string + description: Name of the data table + type: object + ReqBindPath: + required: + - name + - namespace + - path + properties: + namespace: + type: string + description: Namespace of the data table + name: + type: string + description: Name of the data table + path: + type: string + description: File path on the server + type: object +responses: + ParseError: + description: When a mask can't be parsed + MaskError: + description: When any error occurs on mask \ No newline at end of file From af4af7f427ed2887b42c94dbde2d07bbe5687714 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 15:23:49 +0800 Subject: [PATCH 275/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 484 +++++++++++------------------------------- doc/quick_start.zh.md | 84 ++++---- doc/system_conf.md | 145 ++++++------- doc/system_conf.zh.md | 36 ++-- 4 files changed, 257 insertions(+), 492 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index 970e9288b..8dd73a2e0 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -1,63 +1,70 @@ -## 快速入门 - -### 1. 环境部署 -以下三种模式可根据需求自行选择一种 -#### 1.1 Pypi包安装 -说明：此方式的运行模式为单机模式 -##### 1.1.1 安装 -- [conda](https://docs.conda.io/projects/miniconda/en/latest/)环境准备及安装 -- 创建虚拟环境 +# Quick Start + +## 1. Environment Setup +You can choose one of the following three deployment modes based on your requirements: + +### 1.1 Pypi Package Installation +Note: This mode operates in a single-machine mode. + +#### 1.1.1 Installation +- Prepare and install [conda](https://docs.conda.io/projects/miniconda/en/latest/) environment. +- Create a virtual environment: ```shell -# fate的运行环境为python>=3.8 +# FATE requires Python >= 3.8 conda create -n fate_env python=3.8 conda activate fate_env ``` -- 安装fate flow及相关依赖 +- Install FATE Flow and related dependencies: ```shell pip install fate_client[fate,fate_flow]==2.0.0.b0 ``` -##### 1.1.2 服务初始化 +#### 1.1.2 Service Initialization ```shell fate_flow init --ip 127.0.0.1 --port 9380 --home $HOME_DIR ``` -- ip: 服务运行ip -- port：服务运行时的http端口 -- home: 数据存储目录。主要包括：数据/模型/日志/作业配置/sqlite.db等内容 +- `ip`: The IP address where the service runs. +- `port`: The HTTP port the service runs on. +- `home`: The data storage directory, including data, models, logs, job configurations, and SQLite databases. -##### 1.1.3 服务启停 +#### 1.1.3 Service Start/Stop ```shell fate_flow status/start/stop/restart ``` -#### 1.2 单机版部署 -参考[单机版部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/standalone-deploy/README.md) +### 1.2 Standalone Deployment +Refer to [Standalone Deployment](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/standalone-deploy/README.md). + +### 1.3 Cluster Deployment +Refer to [All-in-one Deployment](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.md). + +## 2. User Guide +FATE provides client tools including SDK, CLI, and Pipeline. If you don't have FATE Client deployed in your environment, you can download it using `pip install fate_client`. The following operations are based on CLI. + +### 2.1 Data Upload +In version 2.0-beta, data uploading is a two-step process: -#### 1.3 集群部署 -参考[allinone部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.md) +- **upload**: Uploads data to FATE-supported storage services. +- **transformer**: Transforms data into a DataFrame. -### 2. 使用指南 -fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 +#### 2.1.1 upload +##### 2.1.1.1 Configuration and Data +- Upload configuration can be found at [examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/upload), and the data is located at [upload-data](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/data). +- You can also use your own data and modify the "meta" information in the upload configuration. -#### 2.1 数据上传 -在2.0-beta版本中，数据上传分为两步： -- upload: 将数据上传到FATE支持存储服务中 -- transformer: 将数据转化成dataframe -##### 2.1.1 upload -##### 2.1.1.1 配置及数据 - - 上传配置位于[examples-upload](../examples/upload)，上传数据位于[upload-data](../examples/data) - - 你也可以使用自己的数据，并修改upload配置中的"meta"信息。 -##### 2.1.1.2 上传guest方数据 +##### 2.1.1.2 Upload Guest Data ```shell flow data upload -c examples/upload/upload_guest.json ``` -- 需要记录返回的name和namespace，作为transformer的参数。 -##### 2.1.1.3 上传host方数据 +- Record the returned "name" and "namespace" for use in the transformer phase. + +##### 2.1.1.3 Upload Host Data ```shell flow data upload -c examples/upload/upload_host.json ``` -- 需要记录返回的name和namespace，作为transformer的参数。 -##### 2.1.1.4 上传结果 +- Record the returned "name" and "namespace" for use in the transformer phase. + +##### 2.1.1.4 Upload Result ```json { "code": 0, @@ -69,68 +76,34 @@ flow data upload -c examples/upload/upload_host.json "message": "success" } ``` -其中"namespace"和"name"是这份数据在fate中的标识，以便下面后续transformer阶段使用时可直接引用。 +Where "namespace" and "name" identify the data in FATE for future reference in the transformer phase. -##### 2.1.1.5 数据查询 -因为upload为异步操作，需要确认是否上传成功才可进行后续操作。 +##### 2.1.1.5 Data Query +Since upload is an asynchronous operation, you need to confirm if it was successful before proceeding to the next step. ```shell flow table query --namespace upload --name 36491bc8-3fef-11ee-be05-16b977118319 ``` -上传成功信息如下： -```json -{ - "code": 0, - "data": { - "count": 569, - "data_type": "table", - "engine": "standalone", - "meta": { - "delimiter": ",", - "dtype": "'float32", - "header": "extend_sid,id,x0,x1,x2,x3,x4,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16,x17,x18,x19", - "input_format": "dense", - "label_type": "int", - "match_id_name": "id", - "match_id_range": 0, - "sample_id_name": "extend_sid", - "tag_value_delimiter": ":", - "tag_with_value": false, - "weight_type": "float32" - }, - "name": "36491bc8-3fef-11ee-be05-16b977118319", - "namespace": "upload", - "path": "xxx", - "source": { - "component": "upload", - "output_artifact_key": "data", - "output_index": null, - "party_task_id": "", - "task_id": "", - "task_name": "upload" - } - }, - "message": "success" -} +If the returned code is 0, the upload was successful. -``` -若返回的code为0即为上传成功。 - -##### 2.1.2 transformer -##### 2.1.2.1 配置 - - transformer配置位于[examples-transformer](../examples/transformer) -##### 2.1.2.2 transformer guest -- 配置路径位于： examples/transformer/transformer_guest.json -- 修改配置中"data_warehouse"的"namespace"和"name"：上面upload guest阶段的输出 +#### 2.1.2 Transformer +##### 2.1.2.1 Configuration +- Transformer configuration can be found at [examples-transformer](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/transformer). + +##### 2.1.2.2 Transform Guest Data +- Configuration path: examples/transformer/transformer_guest.json +- Modify the "namespace" and "name" in the "data_warehouse" section to match the output from the guest data upload. ```shell flow data transformer -c examples/transformer/transformer_guest.json ``` -##### 2.1.2.3 transformer host -- 配置路径位于： examples/transformer/transformer_host.json -- 修改配置中"data_warehouse"的"namespace"和"name"：上面upload host阶段的输出 + +##### 2.1.2.3 Transform Host Data +- Configuration path: examples/transformer/transformer_host.json +- Modify the "namespace" and "name" in the "data_warehouse" section to match the output from the host data upload. ```shell flow data transformer -c examples/transformer/transformer_host.json ``` -##### 2.1.2.4 transformer结果 + +##### 2.1.2.4 Transformer Result ```json { "code": 0, @@ -142,31 +115,31 @@ flow data transformer -c examples/transformer/transformer_host.json "message": "success" } ``` -其中"namespace"和"name"是这份数据在fate中的标识，后续建模作业中使用。 - -##### 2.1.2.5 查看数据是否上传成功 +Where "namespace" and "name" identify the data in FATE for future modeling jobs. -因为transformer也是异步操作，需要确认是否上传成功才可进行后续操作。 +##### 2.1.2.5 Check if Data Upload Was Successful +Since the transformer is also an asynchronous operation, you need to confirm if it was successful before proceeding. ```shell -flow table query --namespace experiment --name breast_hetero_guest +flow table query --namespace experiment --name breast_hetero_guest ``` ```shell -flow table query --namespace experiment --name breast_hetero_host +flow table query --namespace experiment --name breast_hetero_host ``` -若返回的code为0即为上传成功。 - -#### 2.2 开始FATE作业 -##### 2.2.1 提交作业 -当你的数据准备好后，可以开始提交作业给FATE Flow： -- 训练job配置example位于[lr-train](../examples/lr/train_lr.yaml); -- 预测job配置example位于[lr-predict](../examples/lr/predict_lr.yaml);预测任务需要修改"dag.conf.model_warehouse"成训练作业的输出模型。 -- 训练和预测job配置中站点id为"9998"和"9999"。如果你的部署环境为集群版，需要替换成真实的站点id；单机版可使用默认配置。 -- 如果想要使用自己的数据，可以更改配置中guest和host的data_warehouse的namespace和name -- 提交作业的命令为: +If the returned code is 0, the upload was successful. + +### 2.2 Starting FATE Jobs +#### 2.2.1 Submitting a Job +Once your data is prepared, you can start submitting jobs to FATE Flow: + +- The configuration for training jobs can be found in [lr-train](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/train_lr.yaml). +- The configuration for prediction jobs can be found in [lr-predict](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/predict_lr.yaml). To use it, modify the "dag.conf.model_warehouse" to point to the output model of your training job. +- In the training and prediction job configurations, the site IDs are set to "9998" and "9999." If your deployment environment is the cluster version, you need to replace them with the actual site IDs. For the standalone version, you can use the default configuration. +- If you want to use your own data, you can change the "namespace" and "name" of "data_warehouse" for both the guest and host in the configuration. +- To submit a job, use the following command: ```shell flow job submit -c examples/lr/train_lr.yaml ``` -- 提交成功返回结果: +- A successful submission will return the following result: ```json { "code": 0, @@ -177,37 +150,37 @@ flow job submit -c examples/lr/train_lr.yaml "job_id": "202308211911505128750", "message": "success" } - ``` -这里的"data"内容即为该作业的输出模型。 +The "data" section here contains the output model of the job. -##### 2.2.2 查询作业 -在作业的运行过程时，你可以通过查询命令获取作业的运行状态 +#### 2.2.2 Querying a Job +While a job is running, you can check its status using the query command: ```shell flow job query -j $job_id ``` -##### 2.2.3 停止作业 -在作业的运行过程时，你可以通过停止作业命令来终止当前作业 +#### 2.2.3 Stopping a Job +During job execution, you can stop the current job using the stop command: ```shell flow job stop -j $job_id ``` -##### 2.2.4 重跑作业 -在作业的运行过程时，如果运行失败，你可以通过重跑命令来重跑当前作业 +#### 2.2.4 Rerunning a Job +If a job fails during execution, you can rerun it using the rerun command: ```shell flow job rerun -j $job_id ``` -#### 2.3 获取作业输出结果 -作业的输出包括数据、模型和指标 -##### 2.3.1 输出指标 -查询输出指标命令： +### 2.3 Obtaining Job Outputs +Job outputs include data, models, and metrics. + +#### 2.3.1 Output Metrics +To query output metrics, use the following command: ```shell flow output query-metric -j $job_id -r $role -p $party_id -tn $task_name ``` -如使用上面的训练dag提交任务，可以使用`flow output query-metric -j 202308211911505128750 -r arbiter -p 9998 -tn lr_0`查询。 -查询结果如下: +For example, if you used the training DAG from above, you can use `flow output query-metric -j 202308211911505128750 -r arbiter -p 9998 -tn lr_0` to query metrics. +The query result will look like this: ```json { "code": 0, @@ -263,265 +236,62 @@ flow output query-metric -j $job_id -r $role -p $party_id -tn $task_name ], "message": "success" } - ``` - -##### 2.3.2 输出模型 -###### 2.3.2.1 查询模型 +#### 2.3.2 Output Models +##### 2.3.2.1 Querying Models +To query output models, use the following command: ```shell flow output query-model -j $job_id -r $role -p $party_id -tn $task_name ``` -如使用上面的训练dag提交任务，可以使用`flow output query-model -j 202308211911505128750 -r host -p 9998 -tn lr_0`查询。 -查询结果如下： +For example, if you used the training DAG from above, you can use `flow output query-model -j 202308211911505128750 -r host -p 9998 -tn lr_0` to query models. +The query result will be similar to this: + ```json { "code": 0, - "data": { - "output_model": { - "data": { - "estimator": { - "end_epoch": 10, - "is_converged": false, - "lr_scheduler": { - "lr_params": { - "start_factor": 0.7, - "total_iters": 100 - }, - "lr_scheduler": { - "_get_lr_called_within_step": false, - "_last_lr": [ - 0.07269999999999996 - ], - "_step_count": 10, - "base_lrs": [ - 0.1 - ], - "end_factor": 1.0, - "last_epoch": 9, - "start_factor": 0.7, - "total_iters": 100, - "verbose": false - }, - "method": "linear" - }, - "optimizer": { - "alpha": 0.001, - "l1_penalty": false, - "l2_penalty": true, - "method": "sgd", - "model_parameter": [ - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ] - ], - "model_parameter_dtype": "float32", - "optim_param": { - "lr": 0.1 - }, - "optimizer": { - "param_groups": [ - { - "dampening": 0, - "differentiable": false, - "foreach": null, - "initial_lr": 0.1, - "lr": 0.07269999999999996, - "maximize": false, - "momentum": 0, - "nesterov": false, - "params": [ - 0 - ], - "weight_decay": 0 - } - ], - "state": {} - } - }, - "param": { - "coef_": [ - [ - -0.10828543454408646 - ], - [ - -0.07341302931308746 - ], - [ - -0.10850320011377335 - ], - [ - -0.10066638141870499 - ], - [ - -0.04595951363444328 - ], - [ - -0.07001449167728424 - ], - [ - -0.08949052542448044 - ], - [ - -0.10958756506443024 - ], - [ - -0.04012322425842285 - ], - [ - 0.02270071767270565 - ], - [ - -0.07198350876569748 - ], - [ - 0.00548586156219244 - ], - [ - -0.06599288433790207 - ], - [ - -0.06410090625286102 - ], - [ - 0.016374297440052032 - ], - [ - -0.01607361063361168 - ], - [ - -0.011447405442595482 - ], - [ - -0.04352564364671707 - ], - [ - 0.013161249458789825 - ], - [ - 0.013506329618394375 - ] - ], - "dtype": "float32", - "intercept_": null - } - } + "data": [ + { + "model": { + "file": "202308211911505128750_host_9998_lr_0", + "namespace": "202308211911505128750_host_9998_lr_0" }, - "meta": { - "batch_size": null, - "epochs": 10, - "init_param": { - "fill_val": 0.0, - "fit_intercept": false, - "method": "zeros", - "random_state": null - }, - "label_count": false, - "learning_rate_param": { - "method": "linear", - "scheduler_params": { - "start_factor": 0.7, - "total_iters": 100 - } - }, - "optimizer_param": { - "alpha": 0.001, - "method": "sgd", - "optimizer_params": { - "lr": 0.1 - }, - "penalty": "l2" - }, - "ovr": false - } + "name": "HeteroLRHost_9998_0", + "namespace": "202308211911505128750_host_9998_lr_0", + "role": "host", + "party_id": "9998", + "work_mode": 1 } - }, + ], "message": "success" } - ``` -###### 2.3.2.2 下载模型 +##### 2.3.2.2 Downloading Models +To download models, use the following command: ```shell flow output download-model -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir ``` -如使用上面的训练dag提交任务，可以使用`flow output download-model -j 202308211911505128750 -r host -p 9998 -tn lr_0 -o ./`下载。 -下载结果如下： +For example, if you used the training DAG from above, you can use `flow output download-model -j 202308211911505128750 -r host -p 9998 -tn lr_0 -o ./` to download the model. +The download result will be similar to this: + ```json { "code": 0, "directory": "./output_model_202308211911505128750_host_9998_lr_0", "message": "download success, please check the path: ./output_model_202308211911505128750_host_9998_lr_0" } - - ``` - -##### 2.3.3 输出数据 -###### 2.3.3.1 查询数据表 +#### 2.3.3 Output Data +##### 2.3.3.1 Querying Data Tables +To query output data tables, use the following command: ```shell flow output query-data-table -j $job_id -r $role -p $party_id -tn $task_name ``` -如使用上面的训练dag提交任务，可以使用`flow output query-data-table -j 202308211911505128750 -r host -p 9998 -tn binning_0`查询。 -查询结果如下： +For example, if you used the training DAG from above, you can use `flow output query-data-table -j 202308211911505128750 -r host -p 9998 -tn binning_0` to query data tables. +The query result will be similar to this: + ```json { "train_output_data": [ @@ -533,29 +303,29 @@ flow output query-data-table -j $job_id -r $role -p $party_id -tn $task_name } ``` -###### 2.3.3.2 预览数据 +##### 2.3.3.2 Preview Data ```shell flow output display-data -j $job_id -r $role -p $party_id -tn $task_name ``` -如使用上面的训练dag提交任务，可以使用`flow output display-data -j 202308211911505128750 -r host -p 9998 -tn binning_0`预览输出数据。 +To preview output data using the above training DAG submission, you can use the following command: `flow output display-data -j 202308211911505128750 -r host -p 9998 -tn binning_0`. -###### 2.3.3.3 下载数据 +##### 2.3.3.3 Download Data ```shell flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir ``` -如使用上面的训练dag提交任务，可以使用`flow output download-data -j 202308211911505128750 -r guest -p 9999 -tn lr_0 -o ./`下载输出数据。 -下载结果如下： +To download output data using the above training DAG submission, you can use the following command: `flow output download-data -j 202308211911505128750 -r guest -p 9999 -tn lr_0 -o ./`. + +The download result will be as follows: ```json { "code": 0, "directory": "./output_data_202308211911505128750_guest_9999_lr_0", "message": "download success, please check the path: ./output_data_202308211911505128750_guest_9999_lr_0" } - ``` -### 3.更多文档 -- [Restful-api](./swagger/swagger.json) +## 3. More Documentation +- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/doc/swagger/swagger.yaml) - [CLI](https://github.com/FederatedAI/FATE-Client/blob/dev-2.0.0-beta/python/fate_client/flow_cli/build/doc) - [Pipeline](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/tutorial) -- [FATE算法](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/2.0/components) +- [FATE Algorithms](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/2.0/components) \ No newline at end of file diff --git a/doc/quick_start.zh.md b/doc/quick_start.zh.md index 970e9288b..8363e0932 100644 --- a/doc/quick_start.zh.md +++ b/doc/quick_start.zh.md @@ -1,10 +1,10 @@ -## 快速入门 +# 快速入门 -### 1. 环境部署 +## 1. 环境部署 以下三种模式可根据需求自行选择一种 -#### 1.1 Pypi包安装 +### 1.1 Pypi包安装 说明：此方式的运行模式为单机模式 -##### 1.1.1 安装 +#### 1.1.1 安装 - [conda](https://docs.conda.io/projects/miniconda/en/latest/)环境准备及安装 - 创建虚拟环境 ```shell @@ -17,7 +17,7 @@ conda activate fate_env pip install fate_client[fate,fate_flow]==2.0.0.b0 ``` -##### 1.1.2 服务初始化 +#### 1.1.2 服务初始化 ```shell fate_flow init --ip 127.0.0.1 --port 9380 --home $HOME_DIR ``` @@ -25,39 +25,39 @@ fate_flow init --ip 127.0.0.1 --port 9380 --home $HOME_DIR - port：服务运行时的http端口 - home: 数据存储目录。主要包括：数据/模型/日志/作业配置/sqlite.db等内容 -##### 1.1.3 服务启停 +#### 1.1.3 服务启停 ```shell fate_flow status/start/stop/restart ``` -#### 1.2 单机版部署 +### 1.2 单机版部署 参考[单机版部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/standalone-deploy/README.md) -#### 1.3 集群部署 +### 1.3 集群部署 参考[allinone部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.md) -### 2. 使用指南 +## 2. 使用指南 fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 -#### 2.1 数据上传 +### 2.1 数据上传 在2.0-beta版本中，数据上传分为两步： - upload: 将数据上传到FATE支持存储服务中 - transformer: 将数据转化成dataframe -##### 2.1.1 upload -##### 2.1.1.1 配置及数据 - - 上传配置位于[examples-upload](../examples/upload)，上传数据位于[upload-data](../examples/data) +#### 2.1.1 upload +#### 2.1.1.1 配置及数据 + - 上传配置位于[examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/upload)，上传数据位于[upload-data](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/data) - 你也可以使用自己的数据，并修改upload配置中的"meta"信息。 -##### 2.1.1.2 上传guest方数据 +#### 2.1.1.2 上传guest方数据 ```shell flow data upload -c examples/upload/upload_guest.json ``` - 需要记录返回的name和namespace，作为transformer的参数。 -##### 2.1.1.3 上传host方数据 +#### 2.1.1.3 上传host方数据 ```shell flow data upload -c examples/upload/upload_host.json ``` - 需要记录返回的name和namespace，作为transformer的参数。 -##### 2.1.1.4 上传结果 +#### 2.1.1.4 上传结果 ```json { "code": 0, @@ -71,7 +71,7 @@ flow data upload -c examples/upload/upload_host.json ``` 其中"namespace"和"name"是这份数据在fate中的标识，以便下面后续transformer阶段使用时可直接引用。 -##### 2.1.1.5 数据查询 +#### 2.1.1.5 数据查询 因为upload为异步操作，需要确认是否上传成功才可进行后续操作。 ```shell flow table query --namespace upload --name 36491bc8-3fef-11ee-be05-16b977118319 @@ -115,22 +115,22 @@ flow table query --namespace upload --name 36491bc8-3fef-11ee-be05-16b977118319 ``` 若返回的code为0即为上传成功。 -##### 2.1.2 transformer -##### 2.1.2.1 配置 - - transformer配置位于[examples-transformer](../examples/transformer) -##### 2.1.2.2 transformer guest +#### 2.1.2 transformer +#### 2.1.2.1 配置 + - transformer配置位于[examples-transformer](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/transformer) +#### 2.1.2.2 transformer guest - 配置路径位于： examples/transformer/transformer_guest.json - 修改配置中"data_warehouse"的"namespace"和"name"：上面upload guest阶段的输出 ```shell flow data transformer -c examples/transformer/transformer_guest.json ``` -##### 2.1.2.3 transformer host +#### 2.1.2.3 transformer host - 配置路径位于： examples/transformer/transformer_host.json - 修改配置中"data_warehouse"的"namespace"和"name"：上面upload host阶段的输出 ```shell flow data transformer -c examples/transformer/transformer_host.json ``` -##### 2.1.2.4 transformer结果 +#### 2.1.2.4 transformer结果 ```json { "code": 0, @@ -144,7 +144,7 @@ flow data transformer -c examples/transformer/transformer_host.json ``` 其中"namespace"和"name"是这份数据在fate中的标识，后续建模作业中使用。 -##### 2.1.2.5 查看数据是否上传成功 +#### 2.1.2.5 查看数据是否上传成功 因为transformer也是异步操作，需要确认是否上传成功才可进行后续操作。 ```shell @@ -155,11 +155,11 @@ flow table query --namespace experiment --name breast_hetero_host ``` 若返回的code为0即为上传成功。 -#### 2.2 开始FATE作业 -##### 2.2.1 提交作业 +### 2.2 开始FATE作业 +#### 2.2.1 提交作业 当你的数据准备好后，可以开始提交作业给FATE Flow： -- 训练job配置example位于[lr-train](../examples/lr/train_lr.yaml); -- 预测job配置example位于[lr-predict](../examples/lr/predict_lr.yaml);预测任务需要修改"dag.conf.model_warehouse"成训练作业的输出模型。 +- 训练job配置example位于[lr-train](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/train_lr.yaml); +- 预测job配置example位于[lr-predict](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/predict_lr.yaml);预测任务需要修改"dag.conf.model_warehouse"成训练作业的输出模型。 - 训练和预测job配置中站点id为"9998"和"9999"。如果你的部署环境为集群版，需要替换成真实的站点id；单机版可使用默认配置。 - 如果想要使用自己的数据，可以更改配置中guest和host的data_warehouse的namespace和name - 提交作业的命令为: @@ -181,27 +181,27 @@ flow job submit -c examples/lr/train_lr.yaml ``` 这里的"data"内容即为该作业的输出模型。 -##### 2.2.2 查询作业 +#### 2.2.2 查询作业 在作业的运行过程时，你可以通过查询命令获取作业的运行状态 ```shell flow job query -j $job_id ``` -##### 2.2.3 停止作业 +#### 2.2.3 停止作业 在作业的运行过程时，你可以通过停止作业命令来终止当前作业 ```shell flow job stop -j $job_id ``` -##### 2.2.4 重跑作业 +#### 2.2.4 重跑作业 在作业的运行过程时，如果运行失败，你可以通过重跑命令来重跑当前作业 ```shell flow job rerun -j $job_id ``` -#### 2.3 获取作业输出结果 +### 2.3 获取作业输出结果 作业的输出包括数据、模型和指标 -##### 2.3.1 输出指标 +#### 2.3.1 输出指标 查询输出指标命令： ```shell flow output query-metric -j $job_id -r $role -p $party_id -tn $task_name @@ -267,8 +267,8 @@ flow output query-metric -j $job_id -r $role -p $party_id -tn $task_name ``` -##### 2.3.2 输出模型 -###### 2.3.2.1 查询模型 +#### 2.3.2 输出模型 +##### 2.3.2.1 查询模型 ```shell flow output query-model -j $job_id -r $role -p $party_id -tn $task_name ``` @@ -498,7 +498,7 @@ flow output query-model -j $job_id -r $role -p $party_id -tn $task_name ``` -###### 2.3.2.2 下载模型 +##### 2.3.2.2 下载模型 ```shell flow output download-model -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir ``` @@ -515,8 +515,8 @@ flow output download-model -j $job_id -r $role -p $party_id -tn $task_name -o $d ``` -##### 2.3.3 输出数据 -###### 2.3.3.1 查询数据表 +#### 2.3.3 输出数据 +##### 2.3.3.1 查询数据表 ```shell flow output query-data-table -j $job_id -r $role -p $party_id -tn $task_name ``` @@ -533,13 +533,13 @@ flow output query-data-table -j $job_id -r $role -p $party_id -tn $task_name } ``` -###### 2.3.3.2 预览数据 +##### 2.3.3.2 预览数据 ```shell flow output display-data -j $job_id -r $role -p $party_id -tn $task_name ``` 如使用上面的训练dag提交任务，可以使用`flow output display-data -j 202308211911505128750 -r host -p 9998 -tn binning_0`预览输出数据。 -###### 2.3.3.3 下载数据 +##### 2.3.3.3 下载数据 ```shell flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir ``` @@ -554,8 +554,8 @@ flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $do ``` -### 3.更多文档 -- [Restful-api](./swagger/swagger.json) +## 3.更多文档 +- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/doc/swagger/swagger.yaml) - [CLI](https://github.com/FederatedAI/FATE-Client/blob/dev-2.0.0-beta/python/fate_client/flow_cli/build/doc) - [Pipeline](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/tutorial) - [FATE算法](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/2.0/components) diff --git a/doc/system_conf.md b/doc/system_conf.md index 5d83c58cd..8df23fc64 100644 --- a/doc/system_conf.md +++ b/doc/system_conf.md @@ -1,35 +1,35 @@ -### 系统配置描述文档 -FATE Flow使用yaml定义系统配置，配置路径位于: conf/service_conf.yaml, 具体配置内容及其含义如下： +# System Configuration +FATE Flow uses YAML to define system configurations, and the configuration file is located at: `conf/service_conf.yaml`. The specific configuration contents and their meanings are as follows: -| 配置项 | 说明 | 值 | +| Configuration Item | Description | Values | |----------------------|------|------------------------------| -| party_id | 本方站点id | 如: "9999", "10000 | -| use_registry | 是否使用注册中心，当前仅支持zookeeper模式，需要保证zookeeper的配置正确；
    注：若使用高可用模式，需保证该配置设置为true | true/false | -| encrypt | 加密模块 | 见[加密模块](#加密模块) | -| fateflow | FATE Flow服务的配置，主要包括端口、命令通道服务、代理等 | 见[FateFlow配置](#fateflow配置) | -| database | 数据库服务的配置信息 | 见[数据库配置](#数据库配置) | -| default_engines | 系统的引擎服务，主要包括计算、存储和通信引擎 | 见[引擎配置](#引擎配置) | -| default_provider | 组件的来源信息，主要包括提供方名称、组件版本和运行模式 | 见[默认注册算法配置](#默认注册算法配置) | -| federation | 通信服务池 | 见[通信引擎池](#通信引擎池) | -| computing | 计算服务池 | 见[计算引擎池](#计算引擎池) | -| storage | 存储服务池 | 见[存储引擎池](#存储配置) | -| hook_module | 钩子配置，当前支持客户端认证、站点端认证以及鉴权钩子 | 见[钩子模块配置](#钩子模块配置) | -| authentication | 认证&&鉴权开关 | 见[认证开关](#认证开关) | -| model_store | 模型存储配置 | 见[模型存储](#模型存储) | -| zookeeper | zookeeper服务的配置 | 见[zookeeper配置](#zookeeper配置) | - -#### 加密模块 +| party_id | Local site ID | For example, "9999", "10000" | +| use_registry | Whether to use a registry center; currently, only ZooKeeper mode is supported, and it requires correct ZooKeeper configuration. Note: If using high availability mode, ensure this configuration is set to true. | true/false | +| encrypt | Encryption module | See [Encryption Module](#encryption-module) | +| fateflow | Configuration for the FATE Flow service, including ports, command channel service, and proxy | See [FateFlow Configuration](#fateflow-configuration) | +| database | Configuration information for the database service | See [Database Configuration](#database-configuration) | +| default_engines | System's engine services, including computing, storage, and communication engines | See [Engine Configuration](#engine-configuration) | +| default_provider | Component source information, including provider name, component version, and execution mode | See [Default Registered Algorithm Configuration](#default-registered-algorithm-configuration) | +| federation | Communication service pool | See [Communication Engine Pool](#communication-engine-pool) | +| computing | Computing service pool | See [Computing Engine Pool](#computing-engine-pool) | +| storage | Storage service pool | See [Storage Engine Pool](#storage-configuration) | +| hook_module | Hook configuration, currently supports client authentication, site authentication, and authorization hooks | See [Hook Module Configuration](#hook-module-configuration) | +| authentication | Authentication and authorization switches | See [Authentication Switch](#authentication-switch) | +| model_store | Model storage configuration | See [Model Storage](#model-storage) | +| zookeeper | ZooKeeper service configuration | See [ZooKeeper Configuration](#zookeeper-configuration) | + +## Encryption Module ```yaml key_0: module: fate_flow.hub.encrypt.password_encrypt#pwdecrypt private_path: private_key.pem ``` -该加密模块主要用于密码(如mysql密码)等内容加密： -- 其中"key_0"为加密模块的key(可以自定义名字)，便于其它配置中直接引用，多套加密模式共存。 - - module: 加密模块，拼接规则为：加密模块 + "#" + 加密函数。 - - private_path：密钥路径。如填相对路径，其根目录位于fate_flow/conf/ +This encryption module is primarily used for encrypting passwords (e.g., MySQL passwords): +- "key_0" is the key for the encryption module (you can customize the name), making it easier to reference in other configurations when multiple encryption modes coexist. + - module: The encryption module, formatted as "encryption module" + "#" + "encryption function." + - private_path: The path to the encryption key. If you provide a relative path, its root directory is `fate_flow/conf/`. -#### FateFlow配置 +## FateFlow Configuration ```yaml host: 127.0.0.1 http_port: 9380 @@ -40,13 +40,13 @@ nginx: http_port: grpc_port: ``` -- host: 主机地址; -- http_port：http端口号; -- grpc_port: grpc端口号; -- proxy_name: 命令通道服务名，支持osx/rollsite/nginx。详细配置需要在[通信引擎池](#通信引擎池) 里面配置; -- nginx: 代理服务配置，用于负载均衡。 +- host: Host address. +- http_port: HTTP port number. +- grpc_port: gRPC port number. +- proxy_name: Command channel service name, supporting osx/rollsite/nginx. Detailed configurations need to be set within [Communication Engine Pool](#communication-engine-pool). +- nginx: Proxy service configuration for load balancing. -#### 数据库配置 +## Database Configuration ```yaml engine: sqlite decrypt_key: @@ -61,12 +61,12 @@ mysql: sqlite: path: ``` -- engine: 数据库引擎名字，如这里填"mysql"，则需要更新mysql的配置详细配置。 -- decrypt_key: 加密模块,需要从[加密模块](#加密模块)中选择。 若不配置，视为不使用密码加密；若使用，则需要将下面的passwd相应设置为密文。 -- mysql: mysql服务配置；若使用密码加密功能，需要将此配置中的"passwd"设置为密文，并在[加密模块](#加密模块)中配置密钥路径 -- sqlite: sqlite文件路径，默认路径为fate_flow/fate_flow_sqlite.db +- engine: Database engine name. If set to "mysql" here, update the detailed MySQL configuration. +- decrypt_key: Encryption module, selected from [Encryption Module](#encryption-module). If not configured, it's considered to not use password encryption. If used, you need to set the "passwd" below to ciphertext and configure the key path in [Encryption Module](#encryption-module). +- mysql: MySQL service configuration. If using password encryption functionality, set the "passwd" in this configuration to ciphertext and configure the key path in [Encryption Module](#encryption-module). +- sqlite: SQLite file path, default path is `fate_flow/fate_flow_sqlite.db`. -#### 引擎配置 +## Engine Configuration ```yaml default_engines: computing: standalone @@ -74,17 +74,17 @@ default_engines: storage: standalone ``` -- computing: 计算引擎，支持"standalone"、"eggroll"、"spark" -- federation: 通信引擎，支持"standalone"、"rollsite"、"osx"、"rabbitmq"、"pulsar" -- storage: 存储引擎，支持"standalone"、"eggroll"、"hdfs" +- computing: Computing engine, supports "standalone," "eggroll," "spark." +- federation: Communication engine, supports "standalone," "rollsite," "osx," "rabbitmq," "pulsar." +- storage: Storage engine, supports "standalone," "eggroll," "hdfs." -#### 默认注册算法配置 -- name: 算法名称 -- version: 算法版本，若不配置，则使用fateflow.env中的配置 -- device: 算法启动方式, local/docker/k8s等 +## Default Registered Algorithm Configuration +- name: Algorithm name. +- version: Algorithm version. If not configured, it uses the configuration in `fateflow.env`. +- device: Algorithm launch mode, local/docker/k8s, etc. -#### 通信引擎池 -##### pulsar +## Communication Engine Pool +### Pulsar ```yaml pulsar: host: 192.168.0.5 @@ -93,88 +93,84 @@ pulsar: cluster: standalone tenant: fl-tenant topic_ttl: 30 - # default conf/pulsar_route_table.yaml route_table: - # mode: replication / client, default: replication mode: replication max_message_size: 1048576 ``` -##### nginx: +### Nginx: ```yaml nginx: host: 127.0.0.1 http_port: 9300 grpc_port: 9310 - # http or grpc protocol: http ``` -##### rabbitmq +### RabbitMQ ```yaml nginx: host: 127.0.0.1 http_port: 9300 grpc_port: 9310 - # http or grpc protocol: http ``` -##### rollsite +### Rollsite ```yaml rollsite: host: 127.0.0.1 port: 9370 ``` -##### osx +### OSx ```yaml host: 127.0.0.1 port: 9370 ``` -#### 计算引擎池 -##### standalone +## Computing Engine Pool +### Standalone ```yaml cores: 32 ``` -- cores: 资源总数 +- cores: Total resources. -##### eggroll +### Eggroll ```yaml eggroll: cores: 32 nodes: 2 ``` -- cores: 集群资源总数 -- nodes: 集群node-manager数量 +- cores: Total cluster resources. +- nodes: Number of node managers in the cluster. -##### spark +### Spark ```yaml eggroll: home: cores: 32 ``` -- home: spark home目录，如果不填，将使用"pyspark"作为计算引擎。 -- cores: 资源总数 +- home: Spark home directory. If not filled, "pyspark" will be used as the computing engine. +- cores: Total resources. -#### 存储引擎池 +## Storage Engine Pool ```yaml hdfs: name_node: hdfs://fate-cluster ``` -## 钩子模块配置 +## Hook Module Configuration ```yaml hook_module: client_authentication: fate_flow.hook.flow.client_authentication site_authentication: fate_flow.hook.flow.site_authentication permission: fate_flow.hook.flow.permission ``` -- client_authentication: 客户端认证钩子 -- site_authentication: 站点认证钩子 -- permission: 权限认证钩子 +- client_authentication: Client authentication hook. +- site_authentication: Site authentication hook. +- permission: Permission authentication hook. -## 认证开关 +## Authentication Switch ```yaml authentication: client: false @@ -182,7 +178,7 @@ authentication: permission: false ``` -## 模型存储 +## Model Storage ```yaml model_store: engine: file @@ -203,14 +199,13 @@ model_store: SecretKey: Bucket: ``` -- engine: 模型存储引擎，支持"file"、"mysql"和"tencent_cos"。 -- decrypt_key: 加密模块,需要从[加密模块](#加密模块)中选择。 若不配置，视为不使用密码加密；若使用，则需要将下面的passwd相应设置为密文。 -- file: 模型存储目录，默认位于： fate_flow/model -- mysql: mysql服务配置；若使用密码加密功能，需要将此配置中的"passwd"设置为密文，并在[加密模块](#加密模块)中配置密钥路径 -- tencent_cos: 腾讯云密钥配置 +- engine: Model storage engine, supports "file," "mysql", and "tencent_cos". +- decrypt_key: Encryption module, needs to be selected from [Encryption Module](#encryption-module). If not configured, it is assumed to not use password encryption. If used, you need to set the "passwd" below accordingly to ciphertext and configure the key path in [Encryption Module](#encryption-module). +- file: Model storage directory, default location is `fate_flow/model`. +- mysql: MySQL service configuration; if using password encryption functionality, you need to set the "passwd" in this configuration to ciphertext and configure the key path in [Encryption Module](#encryption-module). +- tencent_cos: Tencent Cloud key configuration. - -#### zookeeper配置 +## ZooKeeper Configuration ```yaml zookeeper: hosts: diff --git a/doc/system_conf.zh.md b/doc/system_conf.zh.md index 5d83c58cd..c0b4ef846 100644 --- a/doc/system_conf.zh.md +++ b/doc/system_conf.zh.md @@ -1,4 +1,4 @@ -### 系统配置描述文档 +# 系统配置描述文档 FATE Flow使用yaml定义系统配置，配置路径位于: conf/service_conf.yaml, 具体配置内容及其含义如下： | 配置项 | 说明 | 值 | @@ -18,7 +18,7 @@ FATE Flow使用yaml定义系统配置，配置路径位于: conf/service_conf.ya | model_store | 模型存储配置 | 见[模型存储](#模型存储) | | zookeeper | zookeeper服务的配置 | 见[zookeeper配置](#zookeeper配置) | -#### 加密模块 +## 加密模块 ```yaml key_0: module: fate_flow.hub.encrypt.password_encrypt#pwdecrypt @@ -29,7 +29,7 @@ key_0: - module: 加密模块，拼接规则为：加密模块 + "#" + 加密函数。 - private_path：密钥路径。如填相对路径，其根目录位于fate_flow/conf/ -#### FateFlow配置 +## FateFlow配置 ```yaml host: 127.0.0.1 http_port: 9380 @@ -46,7 +46,7 @@ nginx: - proxy_name: 命令通道服务名，支持osx/rollsite/nginx。详细配置需要在[通信引擎池](#通信引擎池) 里面配置; - nginx: 代理服务配置，用于负载均衡。 -#### 数据库配置 +## 数据库配置 ```yaml engine: sqlite decrypt_key: @@ -66,7 +66,7 @@ sqlite: - mysql: mysql服务配置；若使用密码加密功能，需要将此配置中的"passwd"设置为密文，并在[加密模块](#加密模块)中配置密钥路径 - sqlite: sqlite文件路径，默认路径为fate_flow/fate_flow_sqlite.db -#### 引擎配置 +## 引擎配置 ```yaml default_engines: computing: standalone @@ -78,13 +78,13 @@ default_engines: - federation: 通信引擎，支持"standalone"、"rollsite"、"osx"、"rabbitmq"、"pulsar" - storage: 存储引擎，支持"standalone"、"eggroll"、"hdfs" -#### 默认注册算法配置 +## 默认注册算法配置 - name: 算法名称 - version: 算法版本，若不配置，则使用fateflow.env中的配置 - device: 算法启动方式, local/docker/k8s等 -#### 通信引擎池 -##### pulsar +## 通信引擎池 +### pulsar ```yaml pulsar: host: 192.168.0.5 @@ -99,7 +99,7 @@ pulsar: mode: replication max_message_size: 1048576 ``` -##### nginx: +### nginx: ```yaml nginx: host: 127.0.0.1 @@ -109,7 +109,7 @@ nginx: protocol: http ``` -##### rabbitmq +### rabbitmq ```yaml nginx: host: 127.0.0.1 @@ -119,27 +119,27 @@ nginx: protocol: http ``` -##### rollsite +### rollsite ```yaml rollsite: host: 127.0.0.1 port: 9370 ``` -##### osx +### osx ```yaml host: 127.0.0.1 port: 9370 ``` -#### 计算引擎池 -##### standalone +## 计算引擎池 +### standalone ```yaml cores: 32 ``` - cores: 资源总数 -##### eggroll +### eggroll ```yaml eggroll: cores: 32 @@ -148,7 +148,7 @@ eggroll: - cores: 集群资源总数 - nodes: 集群node-manager数量 -##### spark +### spark ```yaml eggroll: home: @@ -157,7 +157,7 @@ eggroll: - home: spark home目录，如果不填，将使用"pyspark"作为计算引擎。 - cores: 资源总数 -#### 存储引擎池 +## 存储引擎池 ```yaml hdfs: name_node: hdfs://fate-cluster @@ -210,7 +210,7 @@ model_store: - tencent_cos: 腾讯云密钥配置 -#### zookeeper配置 +## zookeeper配置 ```yaml zookeeper: hosts: From 689ff9efaebe996d2e175e2a4c728c08608dd178 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 15:43:08 +0800 Subject: [PATCH 276/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 4 ++-- doc/quick_start.zh.md | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index 8dd73a2e0..76d19c5df 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -33,10 +33,10 @@ fate_flow status/start/stop/restart ``` ### 1.2 Standalone Deployment -Refer to [Standalone Deployment](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/standalone-deploy/README.md). +Refer to [Standalone Deployment](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/standalone-deploy/README.zh.md). ### 1.3 Cluster Deployment -Refer to [All-in-one Deployment](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.md). +Refer to [All-in-one Deployment](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md). ## 2. User Guide FATE provides client tools including SDK, CLI, and Pipeline. If you don't have FATE Client deployed in your environment, you can download it using `pip install fate_client`. The following operations are based on CLI. diff --git a/doc/quick_start.zh.md b/doc/quick_start.zh.md index 8363e0932..141669dc7 100644 --- a/doc/quick_start.zh.md +++ b/doc/quick_start.zh.md @@ -31,10 +31,10 @@ fate_flow status/start/stop/restart ``` ### 1.2 单机版部署 -参考[单机版部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/standalone-deploy/README.md) +参考[单机版部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/standalone-deploy/README.zh.md) ### 1.3 集群部署 -参考[allinone部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.md) +参考[allinone部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md) ## 2. 使用指南 fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 From 699722070b7c43567fffb3f2676e4097168f6c0d Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 20:06:04 +0800 Subject: [PATCH 277/482] update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-flow.txt | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt index bde0640ec..de6a6a9c5 100644 --- a/python/requirements-flow.txt +++ b/python/requirements-flow.txt @@ -5,14 +5,13 @@ grpcio==1.46.3 grpcio-tools==1.46.3 requests<2.26.0 urllib3==1.26.5 -ruamel-yaml==0.16.10 +ruamel-yaml==0.16 cachetools==3.0.0 filelock==3.3.1 pydantic==1.10.12 webargs peewee==3.9.3 python-dotenv==0.13.0 -ruamel-yaml==0.16.10 pyyaml==5.4.1 networkx psutil>=5.7.0 From fa6c8ae42844e029901ed1311a3b5cb52628c74c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 13 Sep 2023 14:31:19 +0800 Subject: [PATCH 278/482] fix fate on spark Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/backend/_base.py | 2 +- python/fate_flow/manager/service/worker_manager.py | 4 +++- python/fate_flow/utils/process_utils.py | 3 ++- 3 files changed, 6 insertions(+), 3 deletions(-) diff --git a/python/fate_flow/engine/backend/_base.py b/python/fate_flow/engine/backend/_base.py index 19a821553..f98b10ad3 100644 --- a/python/fate_flow/engine/backend/_base.py +++ b/python/fate_flow/engine/backend/_base.py @@ -100,7 +100,7 @@ def generate_component_run_cmd(provider_name, conf_path, output_path=""): else: raise ValueError(f"load provider {provider_name} failed") - + os.environ.pop("FATE_TASK_CONFIG", None) common_cmd = [ module_file_path, "component", diff --git a/python/fate_flow/manager/service/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py index fd808da2f..bbd887e78 100644 --- a/python/fate_flow/manager/service/worker_manager.py +++ b/python/fate_flow/manager/service/worker_manager.py @@ -52,6 +52,8 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa extra_env.update(params_env) if executable: process_cmd = executable + # fix spark stderr + stderr = None else: process_cmd = [os.getenv("EXECUTOR_ENV") or sys.executable or "python3"] process_cmd.extend(common_cmd) @@ -72,7 +74,7 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa else: if sync: _code = p.wait() - _e = p.stderr.read() + _e = p.stderr.read() if p.stderr else None if _e and _code: logging.error(f"process {worker_name.value} run error[code:{_code}]\n: {_e.decode()}") return p diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index 0d95a6cc4..8fa085290 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -14,6 +14,7 @@ # limitations under the License. # import errno +import json import os import subprocess import time @@ -64,7 +65,7 @@ def run_subprocess( if name.endswith("PATH") and subprocess_env.get(name) is not None: value += ':' + subprocess_env[name] subprocess_env[name] = value - logger.info(f"RUN ENV: {subprocess_env}") + logger.info(f"RUN ENV：{json.dumps(subprocess_env)}") p = subprocess.Popen(process_cmd, stdout=std, stderr=stderr, From 64cd9db93bbd960831b96d959fba737e6b39ea18 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 13 Sep 2023 14:32:29 +0800 Subject: [PATCH 279/482] server cli warn Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/commands/server_cli.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/python/fate_flow/commands/server_cli.py b/python/fate_flow/commands/server_cli.py index 7cb4fe97c..90cd17537 100644 --- a/python/fate_flow/commands/server_cli.py +++ b/python/fate_flow/commands/server_cli.py @@ -154,6 +154,9 @@ def init_server(ip, port, home): print(f"port: {port}") config["fateflow"]["http_port"] = port if home: + if not os.path.isabs(home): + raise RuntimeError(f"Please use an absolute path: {home}") + os.makedirs(home, exist_ok=True) print(f"home: {home}") replace_settings(home) From 885218c00386653a62988fd7ed3d7e83057bafb3 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 13 Sep 2023 15:36:10 +0800 Subject: [PATCH 280/482] fix log bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/service/worker_manager.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/python/fate_flow/manager/service/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py index bbd887e78..a68ad26d3 100644 --- a/python/fate_flow/manager/service/worker_manager.py +++ b/python/fate_flow/manager/service/worker_manager.py @@ -36,8 +36,6 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa extra_env: dict = None, record=False, stderr=None, sync=False, **kwargs): if not extra_env: extra_env = {} - if sync: - stderr = subprocess.PIPE worker_id = uuid1().hex config_dir, std_dir = cls.get_process_dirs( job_id=task_info.get("job_id"), @@ -52,8 +50,6 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa extra_env.update(params_env) if executable: process_cmd = executable - # fix spark stderr - stderr = None else: process_cmd = [os.getenv("EXECUTOR_ENV") or sys.executable or "python3"] process_cmd.extend(common_cmd) From 69ad86e02a75813c6a761bc1753986d4f13e452f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 13 Sep 2023 17:14:51 +0800 Subject: [PATCH 281/482] update spark home Signed-off-by: zhihuiwan <15779896112@163.com> --- bin/init_env.sh | 1 + python/fate_flow/engine/backend/_spark.py | 7 ++----- 2 files changed, 3 insertions(+), 5 deletions(-) diff --git a/bin/init_env.sh b/bin/init_env.sh index 5c9010bb0..4fe16242f 100644 --- a/bin/init_env.sh +++ b/bin/init_env.sh @@ -22,6 +22,7 @@ export FATE_PYTHONPATH= export EGGROLL_HOME= export PYTHONPATH= export FATE_ENV= +export SPARK_HOME= export FATE_LOG_LEVEL=DEBUG diff --git a/python/fate_flow/engine/backend/_spark.py b/python/fate_flow/engine/backend/_spark.py index a6eb456ab..5d49f2b4f 100644 --- a/python/fate_flow/engine/backend/_spark.py +++ b/python/fate_flow/engine/backend/_spark.py @@ -15,17 +15,14 @@ # import os -from fate_flow.db.db_models import Task from fate_flow.engine.backend._base import LocalEngine -from fate_flow.entity.code import KillProcessRetCode -from fate_flow.entity.types import TaskStatus, WorkerName +from fate_flow.entity.types import WorkerName from fate_flow.manager.service.worker_manager import WorkerManager -from fate_flow.utils import job_utils, process_utils class SparkEngine(LocalEngine): def run(self, task_info, run_parameters, conf_path, output_path, engine_run, provider_name, **kwargs): - spark_home = None + spark_home = os.environ.get("SPARK_HOME", None) if not spark_home: try: import pyspark From f810696fd8bbdf16f0f9121df80b833e43ac67c8 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Wed, 13 Sep 2023 17:26:16 +0800 Subject: [PATCH 282/482] add windows of setup fate flow Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/commands/server_cli.py | 23 +++- python/fate_flow/commands/service.py | 170 ++++++++++++++++++++++++ python/fate_flow/fate_flow_server.py | 3 +- python/setup.py | 10 +- 4 files changed, 195 insertions(+), 11 deletions(-) create mode 100644 python/fate_flow/commands/service.py diff --git a/python/fate_flow/commands/server_cli.py b/python/fate_flow/commands/server_cli.py index 7cb4fe97c..ef6ae3816 100644 --- a/python/fate_flow/commands/server_cli.py +++ b/python/fate_flow/commands/server_cli.py @@ -15,11 +15,12 @@ # import os import subprocess - +import platform import click from ruamel import yaml import fate_flow +from fate_flow.commands.service import manage_fate_service CONTEXT_SETTINGS = dict(help_option_names=['-h', '--help']) HOME = os.path.dirname(fate_flow.__file__) @@ -71,7 +72,10 @@ def start(**kwargs): fate_flow start """ - run_command("start") + if platform.system().lower() == 'windows': + manage_fate_service(HOME, "start") + else: + run_command("start") @flow_server_cli.command('status', short_help='Query fate flow server status') @@ -86,7 +90,10 @@ def status(**kwargs): fate_flow status """ - run_command("status") + if platform.system().lower() == 'windows': + manage_fate_service(HOME, "status") + else: + run_command("status") @flow_server_cli.command('stop', short_help='Stop run flow server') @@ -101,7 +108,10 @@ def stop(**kwargs): fate_flow stop """ - run_command("stop") + if platform.system().lower() == 'windows': + manage_fate_service(HOME, "stop") + else: + run_command("stop") @flow_server_cli.command('restart', short_help='Restart fate flow server') @@ -116,7 +126,10 @@ def restart(**kwargs): fate_flow restart """ - run_command("restart") + if platform.system().lower() == 'windows': + manage_fate_service(HOME, "restart") + else: + run_command("restart") @flow_server_cli.command('version', short_help='Flow Server Version Command') diff --git a/python/fate_flow/commands/service.py b/python/fate_flow/commands/service.py new file mode 100644 index 000000000..6ea6cf3db --- /dev/null +++ b/python/fate_flow/commands/service.py @@ -0,0 +1,170 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import argparse +import os +import subprocess +import time +from ruamel import yaml + + +def load_yaml_conf(conf_path): + with open(conf_path) as f: + return yaml.safe_load(f) + + +def make_logs_dir(log_dir): + if not os.path.exists(log_dir): + os.makedirs(log_dir) + + +def manage_fate_service(project_base, action): + parser = argparse.ArgumentParser(description='FATE Service Manager') + parser.add_argument('project_base', type=str, help='path to the FATE project directory') + parser.add_argument('action', choices=['start', 'stop', 'status', 'restart'], help='action to perform') + + args = parser.parse_args([project_base, action]) + print(f'project_base:{args.project_base},action:{args.action}') + http_port, grpc_port = get_ports(args.project_base) + if args.action == 'start': + start_service(args.project_base) + get_service_status(http_port, grpc_port) + elif args.action == 'stop': + stop_service(http_port, grpc_port) + elif args.action == 'status': + get_service_status(http_port, grpc_port) + elif args.action == 'restart': + stop_service(http_port, grpc_port) + time.sleep(2) + start_service(args.project_base) + get_service_status(http_port, grpc_port) + + +def get_ports(project_base): + service_conf_path = os.path.join(project_base, 'conf/service_conf.yaml') + if not os.path.isfile(service_conf_path): + print(f'service conf not found: {service_conf_path}') + exit(1) + + config = load_yaml_conf(service_conf_path) + http_port = config.get('fateflow').get('http_port') + grpc_port = config.get('fateflow').get('grpc_port') + print(f'fate flow http port: {http_port}, grpc port: {grpc_port}\n') + return http_port, grpc_port + + +def get_pid(http_port, grpc_port): + netstat_command = ["netstat", "-ano"] + output = subprocess.run(netstat_command, capture_output=True, text=True).stdout + + pid = None + lines = output.split('\n') + for line in lines: + parts = line.split() + if len(parts) >= 5: + protocol = parts[0] + local_address = parts[1] + state = parts[3] + if state == 'LISTENING' and ':' in local_address: + port = local_address.split(':')[-1] + _pid = parts[-1] + if port == str(http_port) or port == str(grpc_port): + pid = _pid + break + return pid + + +def get_service_status(http_port, grpc_port): + pid = get_pid(http_port, grpc_port) + if pid: + task_list = subprocess.getoutput(f"tasklist /FI \"PID eq {pid}\"") + print(f"status: {task_list}") + + print(f'LISTENING on port {http_port}:') + print(subprocess.getoutput(f'netstat -ano | findstr :{http_port}')) + + print(f'LISTENING on port {grpc_port}:') + print(subprocess.getoutput(f'netstat -ano | findstr :{grpc_port}')) + else: + print('service not running') + + +def start_service(project_base): + http_port = None + grpc_port = None + + service_conf_path = os.path.join(project_base, 'conf/service_conf.yaml') + if os.path.isfile(service_conf_path): + config = load_yaml_conf(service_conf_path) + http_port = config.get('fateflow').get('http_port') + grpc_port = config.get('fateflow').get('grpc_port') + + if not http_port or not grpc_port: + print(f'service conf not found or missing port information: {service_conf_path}') + exit(1) + + pid = get_pid(http_port, grpc_port) + if pid: + print(f'service already started. pid: {pid}') + return + + log_dir = os.path.join(project_base, 'logs') + make_logs_dir(log_dir) + + command = ['python', os.path.join(project_base, 'fate_flow_server.py')] + # print(f'command:{command}') + stdout = open(os.path.join(log_dir, 'console.log'), 'a') + stderr = open(os.path.join(log_dir, 'error.log'), 'a') + + subprocess.Popen(command, stdout=stdout, stderr=stderr) + + for _ in range(100): + time.sleep(0.1) + pid = get_pid(http_port, grpc_port) + if pid: + print(f'service started successfully. pid: {pid}') + return + + pid = get_pid(http_port, grpc_port) + if pid: + print(f'service started successfully. pid: {pid}') + else: + print( + f'service start failed, please check {os.path.join(log_dir, "error.log")} and {os.path.join(log_dir, "console.log")}') + + +def stop_service(http_port, grpc_port): + pid = get_pid(http_port, grpc_port) + if not pid: + print('service not running') + return + task_list = subprocess.getoutput(f"tasklist /FI \"PID eq {pid}\"") + print(f'killing: {task_list}') + + try: + subprocess.run(['taskkill', '/F', '/PID', str(pid)]) + time.sleep(1) + except subprocess.CalledProcessError: + print('failed to kill the process') + return + + if get_pid(http_port, grpc_port): + print('failed to stop the service') + else: + print('service stopped successfully') + + + + diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index 6b1ceb62f..32d7a5cbc 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -55,7 +55,8 @@ def server_init(): LoggerFactory.LEVEL = LOG_LEVEL # set signal - signal.signal(signal.SIGCHLD, process_utils.wait_child_process) + if "win" not in sys.platform.lower(): + signal.signal(signal.SIGCHLD, process_utils.wait_child_process) # init db init_flow_db() diff --git a/python/setup.py b/python/setup.py index 008a8d29b..36d1a7417 100644 --- a/python/setup.py +++ b/python/setup.py @@ -6,13 +6,12 @@ packages = find_packages(".") install_requires = [ - "apsw<=3.10", + "apsw==3.38.5.post1", "Flask==2.2.5", "grpcio==1.46.3", "grpcio-tools==1.46.3", "requests<2.26.0", - "urllib3", - "ruamel-yaml", + "urllib3==1.26.5", "cachetools", "filelock", "pydantic", @@ -28,7 +27,8 @@ "kazoo", "shortuuid", "cos-python-sdk-v5", - "typing-extensions" + "typing-extensions", + "ruamel-yaml==0.16", ] extras_require = { "rabbitmq": ["pika==1.2.1"], @@ -63,7 +63,7 @@ entry_points = {"console_scripts": ["fate_flow = fate_flow.commands.server_cli:flow_server_cli"]} if os.path.exists(readme_path): - with open(readme_path, "r") as f: + with open(readme_path, "r", encoding='utf-8') as f: long_description = f.read() else: long_description = "fate flow" From e3d95e1f387b6f59a0f05c41e81ac742368c1374 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 15 Sep 2023 17:42:55 +0800 Subject: [PATCH 283/482] update quick start Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 20 ++++++++++---------- doc/quick_start.zh.md | 20 ++++++++++---------- 2 files changed, 20 insertions(+), 20 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index 76d19c5df..8c0149225 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -33,10 +33,10 @@ fate_flow status/start/stop/restart ``` ### 1.2 Standalone Deployment -Refer to [Standalone Deployment](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/standalone-deploy/README.zh.md). +Refer to [Standalone Deployment](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/deploy/standalone-deploy/README.zh.md). ### 1.3 Cluster Deployment -Refer to [All-in-one Deployment](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md). +Refer to [Allinone Deployment](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md). ## 2. User Guide FATE provides client tools including SDK, CLI, and Pipeline. If you don't have FATE Client deployed in your environment, you can download it using `pip install fate_client`. The following operations are based on CLI. @@ -49,7 +49,7 @@ In version 2.0-beta, data uploading is a two-step process: #### 2.1.1 upload ##### 2.1.1.1 Configuration and Data -- Upload configuration can be found at [examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/upload), and the data is located at [upload-data](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/data). +- Upload configuration can be found at [examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/upload), and the data is located at [upload-data](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/data). - You can also use your own data and modify the "meta" information in the upload configuration. ##### 2.1.1.2 Upload Guest Data @@ -87,7 +87,7 @@ If the returned code is 0, the upload was successful. #### 2.1.2 Transformer ##### 2.1.2.1 Configuration -- Transformer configuration can be found at [examples-transformer](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/transformer). +- Transformer configuration can be found at [examples-transformer](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/transformer). ##### 2.1.2.2 Transform Guest Data - Configuration path: examples/transformer/transformer_guest.json @@ -131,8 +131,8 @@ If the returned code is 0, the upload was successful. #### 2.2.1 Submitting a Job Once your data is prepared, you can start submitting jobs to FATE Flow: -- The configuration for training jobs can be found in [lr-train](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/train_lr.yaml). -- The configuration for prediction jobs can be found in [lr-predict](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/predict_lr.yaml). To use it, modify the "dag.conf.model_warehouse" to point to the output model of your training job. +- The configuration for training jobs can be found in [lr-train](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/lr/train_lr.yaml). +- The configuration for prediction jobs can be found in [lr-predict](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/lr/predict_lr.yaml). To use it, modify the "dag.conf.model_warehouse" to point to the output model of your training job. - In the training and prediction job configurations, the site IDs are set to "9998" and "9999." If your deployment environment is the cluster version, you need to replace them with the actual site IDs. For the standalone version, you can use the default configuration. - If you want to use your own data, you can change the "namespace" and "name" of "data_warehouse" for both the guest and host in the configuration. - To submit a job, use the following command: @@ -325,7 +325,7 @@ The download result will be as follows: ``` ## 3. More Documentation -- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/doc/swagger/swagger.yaml) -- [CLI](https://github.com/FederatedAI/FATE-Client/blob/dev-2.0.0-beta/python/fate_client/flow_cli/build/doc) -- [Pipeline](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/tutorial) -- [FATE Algorithms](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/2.0/components) \ No newline at end of file +- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/doc/swagger/swagger.yaml) +- [CLI](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0-beta/python/fate_client/flow_cli/build/doc) +- [Pipeline](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/tutorial) +- [FATE Algorithms](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/components) \ No newline at end of file diff --git a/doc/quick_start.zh.md b/doc/quick_start.zh.md index 141669dc7..969d46913 100644 --- a/doc/quick_start.zh.md +++ b/doc/quick_start.zh.md @@ -31,10 +31,10 @@ fate_flow status/start/stop/restart ``` ### 1.2 单机版部署 -参考[单机版部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/standalone-deploy/README.zh.md) +参考[单机版部署](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/deploy/standalone-deploy/README.zh.md) ### 1.3 集群部署 -参考[allinone部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md) +参考[allinone部署](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md) ## 2. 使用指南 fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 @@ -45,7 +45,7 @@ fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部 - transformer: 将数据转化成dataframe #### 2.1.1 upload #### 2.1.1.1 配置及数据 - - 上传配置位于[examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/upload)，上传数据位于[upload-data](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/data) + - 上传配置位于[examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/upload)，上传数据位于[upload-data](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/data) - 你也可以使用自己的数据，并修改upload配置中的"meta"信息。 #### 2.1.1.2 上传guest方数据 ```shell @@ -117,7 +117,7 @@ flow table query --namespace upload --name 36491bc8-3fef-11ee-be05-16b977118319 #### 2.1.2 transformer #### 2.1.2.1 配置 - - transformer配置位于[examples-transformer](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/transformer) + - transformer配置位于[examples-transformer](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/transformer) #### 2.1.2.2 transformer guest - 配置路径位于： examples/transformer/transformer_guest.json - 修改配置中"data_warehouse"的"namespace"和"name"：上面upload guest阶段的输出 @@ -158,8 +158,8 @@ flow table query --namespace experiment --name breast_hetero_host ### 2.2 开始FATE作业 #### 2.2.1 提交作业 当你的数据准备好后，可以开始提交作业给FATE Flow： -- 训练job配置example位于[lr-train](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/train_lr.yaml); -- 预测job配置example位于[lr-predict](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/predict_lr.yaml);预测任务需要修改"dag.conf.model_warehouse"成训练作业的输出模型。 +- 训练job配置example位于[lr-train](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/lr/train_lr.yaml); +- 预测job配置example位于[lr-predict](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/lr/predict_lr.yaml);预测任务需要修改"dag.conf.model_warehouse"成训练作业的输出模型。 - 训练和预测job配置中站点id为"9998"和"9999"。如果你的部署环境为集群版，需要替换成真实的站点id；单机版可使用默认配置。 - 如果想要使用自己的数据，可以更改配置中guest和host的data_warehouse的namespace和name - 提交作业的命令为: @@ -555,7 +555,7 @@ flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $do ``` ## 3.更多文档 -- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/doc/swagger/swagger.yaml) -- [CLI](https://github.com/FederatedAI/FATE-Client/blob/dev-2.0.0-beta/python/fate_client/flow_cli/build/doc) -- [Pipeline](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/tutorial) -- [FATE算法](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/2.0/components) +- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/doc/swagger/swagger.yaml) +- [CLI](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0-beta/python/fate_client/flow_cli/build/doc) +- [Pipeline](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/tutorial) +- [FATE算法](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/components) From 4df82934071f58cf0cf675e5ef6379fefbd97efb Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 15 Sep 2023 17:49:08 +0800 Subject: [PATCH 284/482] update quick start Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 3 ++- doc/quick_start.zh.md | 3 ++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index 8c0149225..bfd79833c 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -328,4 +328,5 @@ The download result will be as follows: - [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/doc/swagger/swagger.yaml) - [CLI](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0-beta/python/fate_client/flow_cli/build/doc) - [Pipeline](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/tutorial) -- [FATE Algorithms](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/components) \ No newline at end of file +- [FATE Quick Start](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/quick_start.md) +- [FATE Algorithms](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/fate) \ No newline at end of file diff --git a/doc/quick_start.zh.md b/doc/quick_start.zh.md index 969d46913..90176526b 100644 --- a/doc/quick_start.zh.md +++ b/doc/quick_start.zh.md @@ -558,4 +558,5 @@ flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $do - [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/doc/swagger/swagger.yaml) - [CLI](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0-beta/python/fate_client/flow_cli/build/doc) - [Pipeline](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/tutorial) -- [FATE算法](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/components) +- [FATE快速开始](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/quick_start.md) +- [FATE算法](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/fate) From b8cf2dad361a8428648bd60c980ad3ae369ef5e2 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 15 Sep 2023 18:15:08 +0800 Subject: [PATCH 285/482] update release Signed-off-by: zhihuiwan <15779896112@163.com> --- RELEASE.md | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/RELEASE.md b/RELEASE.md index 422623e48..7530fbd6e 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -1,3 +1,14 @@ +## Release 2.0.0-beta +### Major Features and Improvements +* Migrated functions: data upload/download, process scheduling, component output data/model/metric management, multi-storage adaptation for models, authentication, authorization, feature anonymization, multi-computing/storage/communication engine adaptation, and system high availability +* Optimized process scheduling, with scheduling separated and customizable, and added priority scheduling +* Optimized algorithm component scheduling, dividing execution steps into preprocessing, running, and post-processing +* Optimized multi-version algorithm component registration, supporting registration for mode of components +* Optimized client authentication logic, supporting permission management for multiple clients +* Optimized RESTful interface, making parameter fields and types, return fields, and status codes clearer +* Decoupling the system layer from the algorithm layer, with system configuration moved from the FATE repository to the Flow repository +* Published FATE Flow package to PyPI and added service-level CLI for service management + ## Release 2.0.0-alpha ### Feature Highlights * Adapted to new scalable and standardized federated DSL IR From fa13ca5373b35ef98bf1abb564203ff40d532509 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 6 Sep 2023 13:11:52 +0800 Subject: [PATCH 286/482] update provider Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/service/provider_manager.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/python/fate_flow/manager/service/provider_manager.py b/python/fate_flow/manager/service/provider_manager.py index dec743a6e..7f7ff9e5b 100644 --- a/python/fate_flow/manager/service/provider_manager.py +++ b/python/fate_flow/manager/service/provider_manager.py @@ -46,10 +46,10 @@ def get_provider_by_provider_name(cls, provider_name) -> ComponentProvider: def get_provider(cls, name, device, version, metadata, check=False) -> Union[ComponentProvider, None]: if device == ProviderDevice.LOCAL: metadata = LocalProviderSpec(check, **metadata) - elif type == ProviderDevice.DOCKER: - metadata = DockerProviderSpec(check,**metadata) - elif type == ProviderDevice.K8S: - metadata = K8sProviderSpec(check,**metadata) + elif device == ProviderDevice.DOCKER: + metadata = DockerProviderSpec(check, **metadata) + elif device == ProviderDevice.K8S: + metadata = K8sProviderSpec(check, **metadata) else: return None return ComponentProvider(ProviderSpec(name=name, device=device, version=version, metadata=metadata)) From e13898e033a0d90ab86d033415d70681f0e6dcbb Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Sep 2023 11:13:46 +0800 Subject: [PATCH 287/482] update fate requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-fate.txt | 1 - 1 file changed, 1 deletion(-) diff --git a/python/requirements-fate.txt b/python/requirements-fate.txt index 8f72e9957..4663bf683 100644 --- a/python/requirements-fate.txt +++ b/python/requirements-fate.txt @@ -12,6 +12,5 @@ numpy==1.23.1 torch==1.13.1 urllib3==1.26.5 grpcio==1.46.3 -ml_metadata beautifultable rust_paillier From c4028dd85df0aa6d97c4d69589434c7ac953c8f1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Sep 2023 16:16:10 +0800 Subject: [PATCH 288/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- README.md | 2 - README.zh.md | 3 +- doc/2.0.0-alpha.md | 83 -- doc/container.md | 49 - doc/quick_start.md | 30 +- doc/swagger/swagger.json | 2179 ++++++++++++++++++++++++++++++++++++++ 6 files changed, 2202 insertions(+), 144 deletions(-) delete mode 100644 doc/2.0.0-alpha.md delete mode 100644 doc/container.md create mode 100644 doc/swagger/swagger.json diff --git a/README.md b/README.md index 95cf06702..25ea2995a 100644 --- a/README.md +++ b/README.md @@ -20,8 +20,6 @@ Providing production-level service capabilities: - High Availability - CLI, REST API, Python API -For detailed introduction, please refer to [FATE Flow Overall Design](https://federatedai.github.io/FATE-Flow/latest/fate_flow/#overall-design) - ## Deployment Please refer to [FATE](https://github.com/FederatedAI/FATE) diff --git a/README.zh.md b/README.zh.md index b1aaaece9..13da9e4cb 100644 --- a/README.zh.md +++ b/README.zh.md @@ -4,7 +4,7 @@ FATE Flow是一个联邦学习端到端全流程的多方联合任务安全调度平台, 基于: -- [共享状态调度架构](https://storage.googleapis.com/pub-tools-public-publication-data/pdf/41684.pdf) +- 共享状态调度架构 - 跨数据中心的多方安全通信 提供生产级服务能力: @@ -20,7 +20,6 @@ FATE Flow是一个联邦学习端到端全流程的多方联合任务安全调 - 系统高可用 - CLI、REST API、Python API -详细介绍请参考[FATE Flow整体设计](https://federatedai.github.io/FATE-Flow/latest/zh/fate_flow/) ## 部署 diff --git a/doc/2.0.0-alpha.md b/doc/2.0.0-alpha.md deleted file mode 100644 index 396c96b6a..000000000 --- a/doc/2.0.0-alpha.md +++ /dev/null @@ -1,83 +0,0 @@ -## FATE FLOW V2.0方案 - -### 1. 背景 - -联邦学习为打破“数据孤岛”而生，然而随着越来越多的机构投身到联邦学习领域，不同架构的联邦学习系统之间逐渐形成了新的“孤岛”现象，互联互通显得越发重要。FATE FLow 2.0版本将定义全新的Open Flow Api，从流程调度和算法调度两个层面实现互联互通。 - -### 2. 整体方案图 - -![image-20220922195625843](./images/open_flow.png) - -### 3. 调度层 - -#### 3.1 流程调度时序图 - -2.x版本调度方可在任务配置中指定(默认为发起方)，可以为发起方、合作方或者第三方。 - -##### 3.1.1 push模式 -说明：各参与方主动上报任务状态 -![image-20220922195625843](./images/push.png) - - -##### 3.1.2 pull模式 -说明：调度方定时查询各参与方任务状态 -![image-20220922195625843](./images/pull.png) - -#### 3.2 应用层 - -- 说明：用于对接上层系统，包括任务创建、查询、停止等接口 - -#### 3.3 底座层 - -- 说明：用于对接算法容器，包括任务状态上报、任务输出存储/查询等 - -#### 3.4 互联互通层 - -- 说明：用于对接跨机构、站点调度 - - -### 4. 算法容器调度 - -说明：FATE历史版本中的算法加载是以python脚本形式在subprocess进程中加载，在安全性、扩展性等方面存在不足，且无法满足异构算法组合编排场景。在新版本中引入“算法容器”加载算法，通过制定统一的算法镜像构建标准与接口并定义一套规范的镜像加载机制与流程，实现异构场景的互联互通。 - -![image-20220922195625843](./images/federationml_schedule.png) - -注：图中节点A、B代表两家隐私计算提供商，A-X代表A厂的算法X，B-Y代表B厂算法Y。 - -#### 4.1 容器注册与加载 - -- [算法容器注册与加载文档](./container.md) - -#### 4.2 平台资源 - -##### 4.2.1 通信 -新增支持osx(open site exchange)作为通信服务 -- 调度通信服务：rollsite、nginx、osx -- 算法通信服务：rollsite、rabbitmq、pulsar、osx - -##### 4.2.2 计算 - -- standalone -- eggroll -- spark - -##### 4.2.3 存储 - -- standalone -- eggroll -- hdfs -- ... - -### 5. DAG定义 -fate 2.0参考kubeflow的设计，在DAG的结构定义方面进行调整，具体参考: [新版dag配置](./../examples/lr/eggroll/lr_train_dag.yaml) - -### 6. 解耦 - -fate 1.x版本的调度层与算法层在数据、模型、类调用等方面存在一些耦合和特判的情况。在fate 2.0版本，在算法和调度层面解偶，以此降低异构算法接入的开发成本。 - -### 7. 资源管控 -- 资源类型: job、 task -- 管控粒度: job级资源控制任务数量、task级资源控制任务并行度 - -### 8. 状态码定义 -- 细化api状态码，以便快速定位问题 diff --git a/doc/container.md b/doc/container.md deleted file mode 100644 index 5b455a461..000000000 --- a/doc/container.md +++ /dev/null @@ -1,49 +0,0 @@ -## 算法容器注册与加载方案 - -### 1. 整体架构图 -![整体架构图](./images/container_load.png) - -模块说明： - -1. discovery: 算法服务发现和路由 -2. registry: 算法注册器，包括本地算法和算法镜像 -3. scheduler: 调度器，对任务进行调度 -4. local manager: 本地算法任务(非容器化方式)管理 -5. container manager: 基于容器化方式的管理，是对底层容器编排能力的封装 - -### 2. 容器加载 -#### 2.1 容器管理器 - -负责管理组件所运行的容器的管理，与容器平台(如：Docker、Kubernetes等)进行对接，完成容器的编排管理。 - -#### 2.2 容器运行模式 - -##### 2.2.1 即用即销毁 -说明：一个task对应一个容器 -实现方式：通过容器命令接口启动容器任务, 任务运行结束上报其对应状态和相应输出给系统，并销毁当前容器。 - -##### 2.2.2 常驻服务(待实现) -说明：支持容器复用，多个task运行在一个容器里 -实现方式：flow服务内嵌至算法容器中，并暴露相关接口(run、stop等)给调度层。调度层通过容器支持服务接口启动task。容器启动后为常驻服务，供调度层调度。 - -### 3. 参数传递方式 -#### 3.1 环境变量 -适用于即用即销毁模式，容器启动时将参数放到算法容器环境变量里。 -#### 3.2 接口参数(待实现) -适用于常驻服务模式，启动task的方式为调用容器服务接口，并把所需参数作为接口参数传入。 - -### 4. 算法注册与加载(待实现) -1. 注册：flow提供镜像注册接口(provider)，内容定义： -```yaml -provider: fate -version: 2.0.0.alpha -way: docker -``` -注：provider为算法来源;version为算法版本号;way为算法形式，包括local、docker、kubernetes等 -2. 加载：dag配置可指定provider，flow通过provider加载出对应算法模块； - -### 5. 容器日志方案 -![日志方案图](./images/log.png) -- 文件映射 -- 日志接口 -- 队列缓存+日志接口 diff --git a/doc/quick_start.md b/doc/quick_start.md index 9d5c0ea4d..ddf6e2ec9 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -1,21 +1,25 @@ ## 快速入门 ### 1. 环境部署 -#### 1.1 Pypi包 +以下三种模式可根据需求自行选择一种 +#### 1.1 Pypi包安装 说明：此方式的运行模式为单机模式 ##### 1.1.1 安装 -- 安装fate flow +- [conda](https://docs.conda.io/projects/miniconda/en/latest/)环境准备及安装 +- 创建虚拟环境 ```shell -pip install fate_flow +# fate的运行环境为python>=3.8 +conda create -n fate_env python=3.8 +conda activate fate_env ``` -- 安装fate +- 安装fate flow ```shell -pip install fate +pip install fate_flow[fate,fate_cliet] ``` -说明：当前仅支持linux、macos版本。windows某些依赖可能装不上 + ##### 1.1.2 服务初始化 ```shell -fate_flow init --ip 127.0.0.1 --port 9380 --home /data +fate_flow init --ip 127.0.0.1 --port 9380 --home $HOME_DIR ``` - ip: 服务运行ip - port：服务运行时的http端口 @@ -27,10 +31,14 @@ fate_flow status/start/stop/restart ``` #### 1.2 单机版部署 +参考[单机版部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/standalone-deploy/README.zh.md) + #### 1.3 集群部署 +参考[allinone部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md) ### 2. 使用指南 -fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client==2.0.0.beta`下载。以下的使用操作均基于cli编写，你也可以通过SDK或者Pipeline中找到对应的操作接口。 +fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 + #### 2.1 数据上传 在2.0-beta版本中，数据上传分为两步： - upload: 将数据上传到FATE支持存储服务中 @@ -545,3 +553,9 @@ flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $do } ``` + +### 3.更多文档 +- [Restful-api](./swagger/swagger.json) +- [CLI](https://github.com/FederatedAI/FATE-Client/blob/dev-2.0.0-beta/python/fate_client/flow_cli/build/doc) +- [Pipeline](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/tutorial) +- [FATE算法](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/2.0/components) diff --git a/doc/swagger/swagger.json b/doc/swagger/swagger.json new file mode 100644 index 000000000..e10bc5837 --- /dev/null +++ b/doc/swagger/swagger.json @@ -0,0 +1,2179 @@ +{ + "swagger": "2.0", + "basePath": "/v2", + "paths": { + "/client/client/create": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_client_CreateClientApp", + "parameters": [ + { + "description": "App name for the client", + "name": "app_name", + "type": "string", + "in": "formData" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/client/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_client_DeleteClientApp", + "parameters": [ + { + "description": "App ID for the client", + "name": "app_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/client/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_client_QueryClientApp", + "parameters": [ + { + "description": "App ID for the client", + "name": "app_id", + "type": "string", + "in": "query" + }, + { + "description": "App name for the client", + "name": "app_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/partner/create": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_client_CreatePartnerApp", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "App ID for the site", + "name": "app_id", + "type": "string", + "in": "query" + }, + { + "description": "App token for the site", + "name": "app_token", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/partner/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_client_DeletePartnerApp", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/partner/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_client_QueryPartnerApp", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/site/create": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_client_CreateSiteApp", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/site/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_client_DeleteSiteApp", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/site/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_client_QuerySiteApp", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/data/component/dataframe/transformer": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_data_TransformerData", + "parameters": [ + { + "description": "Data output, content like: {name: xxx, namespace: xxx}", + "name": "data_warehouse", + "type": "string", + "in": "query" + }, + { + "description": "Namespace of the data table", + "name": "namespace", + "type": "string", + "in": "query" + }, + { + "description": "Name of the data table", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "Whether to destroy data if it already exists", + "name": "drop", + "type": "string", + "in": "query" + } + ], + "tags": [ + "data" + ] + } + }, + "/data/component/download": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_data_DownloadData", + "parameters": [ + { + "description": "Name of the data table", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "Namespace of the data table", + "name": "namespace", + "type": "string", + "in": "query" + }, + { + "description": "File path on the server", + "name": "path", + "type": "string", + "in": "query" + } + ], + "tags": [ + "data" + ] + } + }, + "/data/component/upload": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_data_UploadData", + "parameters": [ + { + "description": "File path on the server", + "name": "file", + "type": "string", + "in": "query" + }, + { + "description": "Whether the first row of the file is the data's head", + "name": "head", + "type": "string", + "in": "query" + }, + { + "description": "Number of data partitions", + "name": "partitions", + "type": "string", + "in": "query" + }, + { + "description": "Metadata of the data", + "name": "meta", + "type": "string", + "in": "query" + }, + { + "description": "Whether to automatically fill a column as data row ID", + "name": "extend_sid", + "type": "string", + "in": "query" + }, + { + "description": "Namespace of the data table", + "name": "namespace", + "type": "string", + "in": "query" + }, + { + "description": "Name of the data table", + "name": "name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "data" + ] + } + }, + "/data/download": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_data_Download", + "parameters": [ + { + "description": "Name of the data table", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "Namespace of the data table", + "name": "namespace", + "type": "string", + "in": "query" + }, + { + "description": "Whether the first row of the file is the data's head", + "name": "header", + "type": "string", + "in": "query" + }, + { + "description": "File path on the server", + "name": "path", + "type": "string", + "in": "query" + }, + { + "description": "Down Type:sync,async", + "name": "types", + "type": "string", + "in": "query" + } + ], + "tags": [ + "data" + ] + } + }, + "/job/clean": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_job_CleanJob", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/dag/dependency": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_job_DagDependency", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/list/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_job_QueryJobList", + "parameters": [ + { + "description": "Limit of rows or entries", + "name": "limit", + "type": "string", + "in": "query" + }, + { + "description": "Page number", + "name": "page", + "type": "string", + "in": "query" + }, + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Description information", + "name": "description", + "type": "string", + "in": "query" + }, + { + "description": "Participant information", + "name": "partner", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Status of the job or task", + "name": "status", + "type": "string", + "in": "query" + }, + { + "description": "Field name for sorting", + "name": "order_by", + "type": "string", + "in": "query" + }, + { + "description": "Sorting order: asc/desc", + "name": "order", + "type": "string", + "in": "query" + }, + { + "description": "Username provided by the upper-level system", + "name": "user_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/log/download": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_job_DownloadJobLogs", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/notes/add": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_job_AddNotes", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Tags and customizable information for tasks", + "name": "notes", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_job_QueryJob", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Status of the job or task", + "name": "status", + "type": "string", + "in": "query" + }, + { + "description": "Username provided by the upper-level system", + "name": "user_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/queue/clean": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_job_CleanQueue", + "tags": [ + "job" + ] + } + }, + "/job/rerun": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_job_RequestRerunJob", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/stop": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_job_RequestStopJob", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/submit": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_job_SubmitJob", + "parameters": [ + { + "description": "Definition and configuration of jobs, including the configuration of multiple tasks", + "name": "dag_schema", + "type": "string", + "in": "query" + }, + { + "description": "Username provided by the upper-level system", + "name": "user_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/task/list/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_job_QueryTaskList", + "parameters": [ + { + "description": "Limit of rows or entries", + "name": "limit", + "type": "string", + "in": "query" + }, + { + "description": "Page number", + "name": "page", + "type": "string", + "in": "query" + }, + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + }, + { + "description": "Field name for sorting", + "name": "order_by", + "type": "string", + "in": "query" + }, + { + "description": "Sorting order: asc/desc", + "name": "order", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/task/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_job_QueryTask", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Status of the job or task", + "name": "status", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + }, + { + "description": "Task ID", + "name": "task_id", + "type": "string", + "in": "query" + }, + { + "description": "Task version", + "name": "task_version", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/log/count": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_log_Count", + "parameters": [ + { + "description": "Log level or type", + "name": "log_type", + "type": "string", + "in": "query" + }, + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + }, + { + "description": "Instance ID of the FATE Flow service", + "name": "instance_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "log" + ] + } + }, + "/log/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_log_Get", + "parameters": [ + { + "description": "Log level or type", + "name": "log_type", + "type": "string", + "in": "query" + }, + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + }, + { + "description": "Starting line number", + "name": "begin", + "type": "string", + "in": "query" + }, + { + "description": "Ending line number", + "name": "end", + "type": "string", + "in": "query" + }, + { + "description": "Instance ID of the FATE Flow service", + "name": "instance_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "log" + ] + } + }, + "/model/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_model_DeleteModel", + "parameters": [ + { + "description": "Model ID", + "name": "model_id", + "type": "string", + "in": "query" + }, + { + "description": "Model version", + "name": "model_version", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + }, + { + "description": "Primary key for output data or model of the task", + "name": "output_key", + "type": "string", + "in": "query" + } + ], + "tags": [ + "model" + ] + } + }, + "/model/export": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_model_Export", + "parameters": [ + { + "description": "Model ID", + "name": "model_id", + "type": "string", + "in": "query" + }, + { + "description": "Model version", + "name": "model_version", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Directory path on the server", + "name": "path", + "type": "string", + "in": "query" + } + ], + "tags": [ + "model" + ] + } + }, + "/model/import": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_model_ImportModel", + "parameters": [ + { + "description": "Model ID", + "name": "model_id", + "type": "string", + "in": "query" + }, + { + "description": "Model version", + "name": "model_version", + "type": "string", + "in": "query" + } + ], + "tags": [ + "model" + ] + } + }, + "/model/load": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_model_Load", + "tags": [ + "model" + ] + } + }, + "/model/migrate": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_model_Migrate", + "tags": [ + "model" + ] + } + }, + "/model/restore": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_model_Restore", + "tags": [ + "model" + ] + } + }, + "/model/store": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_model_Store", + "tags": [ + "model" + ] + } + }, + "/output/data/display": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_output_OutputDataDisplay", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/data/download": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_output_OutputDataDownload", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + }, + { + "description": "Primary key for output data or model of the task", + "name": "output_key", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/data/table": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_output_OutputDataTable", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/metric/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_output_DeleteMetric", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/metric/key/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_output_QueryMetricKey", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/metric/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_output_QueryMetric", + "parameters": [ + { + "description": "Site ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + }, + { + "description": "Filter conditions", + "name": "filters", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/model/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_output_DeleteModel", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/model/download": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_output_Download", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/model/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_output_QueryModel", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/permission/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_permission_Delete", + "parameters": [ + { + "description": "App ID", + "name": "app_id", + "type": "string", + "in": "query" + }, + { + "description": "Permission name", + "name": "role", + "type": "string", + "in": "query" + } + ], + "tags": [ + "permission" + ] + } + }, + "/permission/grant": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_permission_Grant", + "parameters": [ + { + "description": "App ID", + "name": "app_id", + "type": "string", + "in": "query" + }, + { + "description": "Permission name", + "name": "role", + "type": "string", + "in": "query" + } + ], + "tags": [ + "permission" + ] + } + }, + "/permission/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_permission_Query", + "parameters": [ + { + "description": "App ID", + "name": "app_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "permission" + ] + } + }, + "/permission/resource/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_permission_DeleteResourcePermission", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Component name", + "name": "component", + "type": "string", + "in": "query" + }, + { + "description": "List of datasets", + "name": "dataset", + "type": "string", + "in": "query" + } + ], + "tags": [ + "permission" + ] + } + }, + "/permission/resource/grant": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_permission_GrantResourcePermission", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Component name", + "name": "component", + "type": "string", + "in": "query" + }, + { + "description": "List of datasets", + "name": "dataset", + "type": "string", + "in": "query" + } + ], + "tags": [ + "permission" + ] + } + }, + "/permission/resource/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_permission_QueryResourcePrivilege", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Component name", + "name": "component", + "type": "string", + "in": "query" + }, + { + "description": "List of datasets", + "name": "dataset", + "type": "string", + "in": "query" + } + ], + "tags": [ + "permission" + ] + } + }, + "/permission/role/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_permission_QueryRoles", + "tags": [ + "permission" + ] + } + }, + "/provider/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_provider_Delete", + "parameters": [ + { + "description": "Component provider name", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "Component running mode", + "name": "device", + "type": "string", + "in": "query" + }, + { + "description": "Component version", + "name": "version", + "type": "string", + "in": "query" + }, + { + "description": "Registered algorithm full name, provider + ':' + version + '@' + running mode, e.g., fate:2.0.0@local", + "name": "provider_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "provider" + ] + } + }, + "/provider/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_provider_Query", + "parameters": [ + { + "description": "Component provider name", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "Component running mode", + "name": "device", + "type": "string", + "in": "query" + }, + { + "description": "Component version", + "name": "version", + "type": "string", + "in": "query" + }, + { + "description": "Registered algorithm full name, provider + ':' + version + '@' + running mode, e.g., fate:2.0.0@local", + "name": "provider_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "provider" + ] + } + }, + "/provider/register": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_provider_Register", + "parameters": [ + { + "description": "Component provider name", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "Component running mode", + "name": "device", + "type": "string", + "in": "query" + }, + { + "description": "Component version", + "name": "version", + "type": "string", + "in": "query" + }, + { + "description": "Detailed information about component registration", + "name": "metadata", + "type": "string", + "in": "query" + } + ], + "tags": [ + "provider" + ] + } + }, + "/server/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_server_DeleteServer", + "parameters": [ + { + "description": "Server name", + "name": "server_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "server" + ] + } + }, + "/server/fateflow": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_server_FateFlowServerInfo", + "tags": [ + "server" + ] + } + }, + "/server/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_server_QueryServer", + "parameters": [ + { + "description": "Server name", + "name": "server_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "server" + ] + } + }, + "/server/query/all": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_server_QueryAll", + "tags": [ + "server" + ] + } + }, + "/server/registry": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_server_RegisterServer", + "parameters": [ + { + "description": "Server name", + "name": "server_name", + "type": "string", + "in": "query" + }, + { + "description": "Host IP", + "name": "host", + "type": "string", + "in": "query" + }, + { + "description": "Service port", + "name": "port", + "type": "string", + "in": "query" + }, + { + "description": "Protocol: http/https", + "name": "protocol", + "type": "string", + "in": "query" + } + ], + "tags": [ + "server" + ] + } + }, + "/server/service/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_server_DeleteService", + "parameters": [ + { + "description": "Server name", + "name": "server_name", + "type": "string", + "in": "query" + }, + { + "description": "Service name", + "name": "service_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "server" + ] + } + }, + "/server/service/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_server_QueryService", + "parameters": [ + { + "description": "Server name", + "name": "server_name", + "type": "string", + "in": "query" + }, + { + "description": "Service name", + "name": "service_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "server" + ] + } + }, + "/server/service/registry": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_server_RegistryService", + "parameters": [ + { + "description": "Server name", + "name": "server_name", + "type": "string", + "in": "query" + }, + { + "description": "Service name", + "name": "service_name", + "type": "string", + "in": "query" + }, + { + "description": "Service path", + "name": "uri", + "type": "string", + "in": "query" + }, + { + "description": "Request method: POST/GET, etc.", + "name": "method", + "type": "string", + "in": "query" + }, + { + "description": "Request header parameters", + "name": "params", + "type": "string", + "in": "query" + }, + { + "description": "Request body parameters", + "name": "data", + "type": "string", + "in": "query" + }, + { + "description": "Request headers", + "name": "headers", + "type": "string", + "in": "query" + }, + { + "description": "Protocol: http/https", + "name": "protocol", + "type": "string", + "in": "query" + } + ], + "tags": [ + "server" + ] + } + }, + "/site/info/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_site_QuerySiteInfo", + "tags": [ + "site" + ] + } + }, + "/table/bind/path": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_table_BindPath", + "parameters": [ + { + "description": "Namespace of the data table", + "name": "namespace", + "type": "string", + "in": "query" + }, + { + "description": "Name of the data table", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "File path on the server", + "name": "path", + "type": "string", + "in": "query" + } + ], + "tags": [ + "table" + ] + } + }, + "/table/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_table_DeleteTable", + "parameters": [ + { + "description": "Namespace of the data table", + "name": "namespace", + "type": "string", + "in": "query" + }, + { + "description": "Name of the data table", + "name": "name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "table" + ] + } + }, + "/table/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_table_QueryTable", + "parameters": [ + { + "description": "Namespace of the data table", + "name": "namespace", + "type": "string", + "in": "query" + }, + { + "description": "Name of the data table", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "Whether to return preview data", + "name": "display", + "type": "string", + "in": "query" + } + ], + "tags": [ + "table" + ] + } + } + }, + "info": { + "title": "FATE Flow restful api", + "version": "2.0.0-beta" + }, + "produces": [ + "application/json" + ], + "consumes": [ + "application/json" + ], + "tags": [ + { + "name": "permission", + "description": "permission-Related Operations" + }, + { + "name": "log", + "description": "log-Related Operations" + }, + { + "name": "site", + "description": "site-Related Operations" + }, + { + "name": "table", + "description": "table-Related Operations" + }, + { + "name": "provider", + "description": "provider-Related Operations" + }, + { + "name": "model", + "description": "model-Related Operations" + }, + { + "name": "server", + "description": "server-Related Operations" + }, + { + "name": "data", + "description": "data-Related Operations" + }, + { + "name": "client", + "description": "client-Related Operations" + }, + { + "name": "output", + "description": "output-Related Operations" + }, + { + "name": "job", + "description": "job-Related Operations" + } + ], + "responses": { + "ParseError": { + "description": "When a mask can't be parsed" + }, + "MaskError": { + "description": "When any error occurs on mask" + } + } +} \ No newline at end of file From 67549f199491e74826b054d49df1734e79a81155 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Sep 2023 17:24:14 +0800 Subject: [PATCH 289/482] update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements.txt | 3 --- python/setup.py | 47 ++++++++++++++++++++++++++++++++++++++--- 2 files changed, 44 insertions(+), 6 deletions(-) diff --git a/python/requirements.txt b/python/requirements.txt index f7bab6909..786714ebd 100644 --- a/python/requirements.txt +++ b/python/requirements.txt @@ -15,6 +15,3 @@ # spark -r requirements-spark.txt - -# fate --r requirements-fate.txt \ No newline at end of file diff --git a/python/setup.py b/python/setup.py index 97ba97190..7db2818d8 100644 --- a/python/setup.py +++ b/python/setup.py @@ -5,8 +5,49 @@ from setuptools import find_packages, setup, Command packages = find_packages(".") -install_requires = [] -extras_require = {} +install_requires = [ + "apsw<=3.10", + "Flask==2.2.5", + "grpcio==1.46.3", + "grpcio-tools==1.46.3", + "requests<2.26.0", + "urllib3==1.26.5", + "ruamel-yaml==0.16.10", + "cachetools==3.0.0", + "filelock==3.3.1", + "pydantic==1.10.7", + "webargs", + "peewee==3.9.3", + "python-dotenv==0.13.0", + "pyyaml==5.4.1", + "networkx", + "psutil>=5.7.0", + "casbin_peewee_adapter", + "casbin", + "pymysql", + "kazoo", + "shortuuid", + "cos-python-sdk-v5==1.9.10", + "typing-extensions==4.5.0" +] +extras_require = { + "rabbitmq": ["pika==1.2.1"], + "pulsar": ["pulsar-client==2.10.2"], + "spark": ["pyspark"], + "eggroll": [ + "grpcio==1.46.3", + "grpcio-tools==1.46.3", + "numba==0.56.4", + "protobuf==3.19.6", + "pyarrow==6.0.1", + "mmh3==3.0.0", + "cachetools>=3.0.0", + "cloudpickle==2.1.0", + "psutil>=5.7.0", + ], + "all": ["fate_flow[rabbitmq,pulsar,spark,eggroll]"], +} + CONF_NAME = "conf" PACKAGE_NAME = "fate_flow" @@ -58,7 +99,7 @@ def run(self): install_requires=install_requires, extras_require=extras_require, package_data={ - "fate_flow": [f"{CONF_NAME}/*", ENV_NAME] + "fate_flow": [f"{CONF_NAME}/*", ENV_NAME, "commands/*"] }, python_requires=">=3.8", cmdclass={ From ab713c68e4b9af6041bcd8b7f45e30acdfff9b0c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Sep 2023 17:29:41 +0800 Subject: [PATCH 290/482] update quick start Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index ddf6e2ec9..5b6e1f402 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -12,9 +12,9 @@ conda create -n fate_env python=3.8 conda activate fate_env ``` -- 安装fate flow +- 安装fate flow及相关依赖 ```shell -pip install fate_flow[fate,fate_cliet] +pip install fate_client[fate,fate_flow]==2.0.0.b0 ``` ##### 1.1.2 服务初始化 From d4908225358b6a696ec12c1d3c389bdb9742b231 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Sep 2023 17:34:26 +0800 Subject: [PATCH 291/482] delete fate req Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-fate.txt | 16 ---------------- 1 file changed, 16 deletions(-) delete mode 100644 python/requirements-fate.txt diff --git a/python/requirements-fate.txt b/python/requirements-fate.txt deleted file mode 100644 index 4663bf683..000000000 --- a/python/requirements-fate.txt +++ /dev/null @@ -1,16 +0,0 @@ -click -scikit-learn==1.0.1 -pandas==1.1.5 -protobuf==3.19.6 -pydantic -typing-extensions -ruamel-yaml==0.16.10 -requests<2.26.0 -cloudpickle==2.1.0 -lmdb==1.3.0 -numpy==1.23.1 -torch==1.13.1 -urllib3==1.26.5 -grpcio==1.46.3 -beautifultable -rust_paillier From 3feadfeb22e04f04fc0e27c057c81aae9390e83e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 8 Sep 2023 14:13:49 +0800 Subject: [PATCH 292/482] update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-flow.txt | 2 +- python/setup.py | 20 ++++++++++---------- 2 files changed, 11 insertions(+), 11 deletions(-) diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt index 95655da35..bde0640ec 100644 --- a/python/requirements-flow.txt +++ b/python/requirements-flow.txt @@ -8,7 +8,7 @@ urllib3==1.26.5 ruamel-yaml==0.16.10 cachetools==3.0.0 filelock==3.3.1 -pydantic==1.10.7 +pydantic==1.10.12 webargs peewee==3.9.3 python-dotenv==0.13.0 diff --git a/python/setup.py b/python/setup.py index 7db2818d8..008a8d29b 100644 --- a/python/setup.py +++ b/python/setup.py @@ -11,15 +11,15 @@ "grpcio==1.46.3", "grpcio-tools==1.46.3", "requests<2.26.0", - "urllib3==1.26.5", - "ruamel-yaml==0.16.10", - "cachetools==3.0.0", - "filelock==3.3.1", - "pydantic==1.10.7", + "urllib3", + "ruamel-yaml", + "cachetools", + "filelock", + "pydantic", "webargs", - "peewee==3.9.3", - "python-dotenv==0.13.0", - "pyyaml==5.4.1", + "peewee", + "python-dotenv", + "pyyaml", "networkx", "psutil>=5.7.0", "casbin_peewee_adapter", @@ -27,8 +27,8 @@ "pymysql", "kazoo", "shortuuid", - "cos-python-sdk-v5==1.9.10", - "typing-extensions==4.5.0" + "cos-python-sdk-v5", + "typing-extensions" ] extras_require = { "rabbitmq": ["pika==1.2.1"], From 2339fb5656695a0349e22e59dfeb4640773ed1a0 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 8 Sep 2023 17:22:24 +0800 Subject: [PATCH 293/482] update upload meta param Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/components/components/upload.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index a07fde9c1..fcb28e4a2 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -67,8 +67,7 @@ def __init__( header: str = None, delimiter: str = ",", dtype: Union[str, dict] = "float32", - anonymous_role: str = None, - anonymous_party_id: str = None, + anonymous_site_name: str = None, na_values: Union[str, list, dict] = None, input_format: str = "dense", tag_with_value: bool = False, @@ -85,8 +84,7 @@ def __init__( self.header = header self.delimiter = delimiter self.dtype = dtype - self.anonymous_role = anonymous_role - self.anonymous_party_id = anonymous_party_id + self.anonymous_site_name=anonymous_site_name self.na_values = na_values self.input_format = input_format self.tag_with_value = tag_with_value From f9264ef7f9eba9694bdfe59aaf336df7a7264caa Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 8 Sep 2023 18:13:48 +0800 Subject: [PATCH 294/482] update component param Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/components/components/upload.py | 1 - python/fate_flow/manager/components/component_manager.py | 4 ++-- 2 files changed, 2 insertions(+), 3 deletions(-) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index fcb28e4a2..fe612fdf2 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -67,7 +67,6 @@ def __init__( header: str = None, delimiter: str = ",", dtype: Union[str, dict] = "float32", - anonymous_site_name: str = None, na_values: Union[str, list, dict] = None, input_format: str = "dense", tag_with_value: bool = False, diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index 5cb33c89d..c736adde7 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -56,7 +56,7 @@ def upload(cls, file, head, partitions, meta, namespace, name, extend_sid): return result @classmethod - def dataframe_transformer(cls, data_warehouse, namespace, name, drop): + def dataframe_transformer(cls, data_warehouse, namespace, name, drop, site_name): data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) if data_table_meta: if not drop: @@ -71,7 +71,7 @@ def dataframe_transformer(cls, data_warehouse, namespace, name, drop): dag_schema = cls.local_dag_schema( task_name="transformer_0", component_ref="dataframe_transformer", - parameters={"namespace": namespace, "name": name}, + parameters={"namespace": namespace, "name": name, "site_name": site_name}, inputs={"data": {"table": {"data_warehouse": data_warehouse}}}, provider=provider ) From 573886758d727cba1cc3cedafc642204889cbbbe Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 8 Sep 2023 18:13:59 +0800 Subject: [PATCH 295/482] update component param Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/desc.py | 1 + 1 file changed, 1 insertion(+) diff --git a/python/fate_flow/apps/desc.py b/python/fate_flow/apps/desc.py index b494bed88..e746a9d6b 100644 --- a/python/fate_flow/apps/desc.py +++ b/python/fate_flow/apps/desc.py @@ -42,6 +42,7 @@ EXTEND_SID = "Whether to automatically fill a column as data row ID" NAMESPACE = "Namespace of the data table" NAME = "Name of the data table" +SITE_NAME = "Site name" DATA_WAREHOUSE = "Data output, content like: {name: xxx, namespace: xxx}" DROP = "Whether to destroy data if it already exists" DOWNLOAD_HEADER = "Whether to download the data's head as the first row" From 254fe511ffd60099f694f811905f860abd7535a3 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 8 Sep 2023 18:22:15 +0800 Subject: [PATCH 296/482] update component param Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/components/components/upload.py | 1 - 1 file changed, 1 deletion(-) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index fe612fdf2..0e8898a0c 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -83,7 +83,6 @@ def __init__( self.header = header self.delimiter = delimiter self.dtype = dtype - self.anonymous_site_name=anonymous_site_name self.na_values = na_values self.input_format = input_format self.tag_with_value = tag_with_value From e5376517727b59be0d2d63978fe61f8e60777b86 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 8 Sep 2023 16:12:43 +0800 Subject: [PATCH 297/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- .github/workflows/doc.yml | 16 +- doc/build/build.py | 38 ++ doc/fate_flow.md | 110 +++++ doc/fate_flow.zh.md | 110 +++++ doc/index.md | 4 + doc/index.zh.md | 4 + doc/mkdocs/README.md | 79 ++++ doc/mkdocs/assets/animations/ml.json | 1 + doc/mkdocs/css/custom.css | 39 ++ doc/mkdocs/css/extra.css | 34 ++ doc/mkdocs/css/landing.css | 144 ++++++ doc/mkdocs/css/termynal.css | 110 +++++ doc/mkdocs/docker/Dockerfile | 31 ++ doc/mkdocs/docker/README.md | 25 ++ doc/mkdocs/js/custom.js | 106 +++++ doc/mkdocs/js/lottie-player.js | 181 ++++++++ doc/mkdocs/js/termynal.js | 265 +++++++++++ doc/mkdocs/requirements.txt | 7 + doc/mkdocs/theme/README.md | 1 + doc/mkdocs/theme/overrides/home.html | 92 ++++ doc/mkdocs/theme/overrides/home.zh.html | 90 ++++ doc/quick_start.md | 4 +- doc/quick_start.zh.md | 561 ++++++++++++++++++++++++ doc/swagger/index.md | 3 + doc/system_conf.zh.md | 221 ++++++++++ mkdocs.yml | 28 +- 26 files changed, 2278 insertions(+), 26 deletions(-) create mode 100644 doc/build/build.py create mode 100644 doc/fate_flow.md create mode 100644 doc/fate_flow.zh.md create mode 100644 doc/index.md create mode 100644 doc/index.zh.md create mode 100644 doc/mkdocs/README.md create mode 100644 doc/mkdocs/assets/animations/ml.json create mode 100644 doc/mkdocs/css/custom.css create mode 100644 doc/mkdocs/css/extra.css create mode 100644 doc/mkdocs/css/landing.css create mode 100644 doc/mkdocs/css/termynal.css create mode 100644 doc/mkdocs/docker/Dockerfile create mode 100644 doc/mkdocs/docker/README.md create mode 100644 doc/mkdocs/js/custom.js create mode 100644 doc/mkdocs/js/lottie-player.js create mode 100644 doc/mkdocs/js/termynal.js create mode 100644 doc/mkdocs/requirements.txt create mode 100644 doc/mkdocs/theme/README.md create mode 100644 doc/mkdocs/theme/overrides/home.html create mode 100644 doc/mkdocs/theme/overrides/home.zh.html create mode 100644 doc/quick_start.zh.md create mode 100644 doc/swagger/index.md create mode 100644 doc/system_conf.zh.md diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml index 36834f3a0..ccbcd5b2a 100644 --- a/.github/workflows/doc.yml +++ b/.github/workflows/doc.yml @@ -4,7 +4,8 @@ on: push: branches: - 'main' - - 'develop-[0-9].[0-9].[0-9]' + - 'develop-[0-9]+.[0-9]+.[0-9]+' + - 'build-doc-[0-9]+.[0-9]+.[0-9]+' schedule: - cron: '0 8 * * *' @@ -38,9 +39,14 @@ jobs: - name: build doc via mike shell: bash run: | - VERSION='${{ github.ref_name }}' - [ "$VERSION" == main ] && { VERSION=latest; ALIAS='main master'; } - VERSION="${VERSION#develop-}" - + if [[ "${{ github.ref_name }}" == 'main' ]]; then + VERSION=latest + ALIAS='main master' + elif [[ "${{ github.ref_name }}" == 'develop-'* ]]; then + VERSION="${{ github.ref_name | replace('develop-', '') }}" + elif [[ "${{ github.ref_name }}" == 'build-doc-'* ]]; then + VERSION="${{ github.ref_name | replace('build-doc-', '') }}" + fi + mike deploy --push --update-aliases "$VERSION" $ALIAS mike set-default --push latest diff --git a/doc/build/build.py b/doc/build/build.py new file mode 100644 index 000000000..39eac2b4e --- /dev/null +++ b/doc/build/build.py @@ -0,0 +1,38 @@ +import json +import os.path +import subprocess +import sys +import threading + +import requests + + +def run_script(script_path, *args): + result = subprocess.run(['python', script_path, *args]) + return result.stderr + + +if __name__ == '__main__': + base_dir = os.path.dirname(__file__) + build_path = os.path.join(base_dir, 'build_swagger_server.py') + + thread = threading.Thread(target=run_script, args=(build_path,)) + thread.start() + # + thread.join() + build_path = os.path.join(base_dir, 'swagger_server.py') + port = "50000" + server = threading.Thread(target=run_script, args=(build_path, port)) + + result = server.start() + + import time + time.sleep(3) + data = requests.get(url=f"http://127.0.0.1:{port}/swagger.json").text + data = json.loads(data) + swagger_file = os.path.join(os.path.dirname(base_dir), "swagger", "swagger.json") + os.makedirs(os.path.dirname(swagger_file), exist_ok=True) + with open(swagger_file, "w") as fw: + json.dump(data, fw, indent=4) + print("build success!") + sys.exit() diff --git a/doc/fate_flow.md b/doc/fate_flow.md new file mode 100644 index 000000000..9360d44db --- /dev/null +++ b/doc/fate_flow.md @@ -0,0 +1,110 @@ +# Overall Design + +## 1. Logical Architecture + +- DSL defined jobs +- Top-down vertical subtask flow scheduling, multi-participant joint subtask coordination +- Independent isolated task execution work processes +- Support for multiple types and versions of components +- Computational abstraction API +- Storage abstraction API +- Cross-party transfer abstraction API + +![](./images/fate_flow_logical_arch.png) + +## 2. Service Architecture + +### 2.1 FATE + +![](./images/fate_arch.png) + +### 2.2 FATE Flow + +![](./images/fate_flow_arch.png) + +## 3. [Scheduling Architecture](./fate_flow_job_scheduling.md) + +### 3.1 A new scheduling architecture based on shared-state + +- Stripping state (resources, jobs) and managers (schedulers, resource managers) +- Resource state and job state are persisted in MySQL and shared globally to provide reliable transactional operations +- Improve the high availability and scalability of managed services +- Jobs can be intervened to support restart, rerun, parallel control, resource isolation, etc. + +![](./images/fate_flow_scheduling_arch.png) + +### 3.2 State-Driven Scheduling + +- Resource coordination +- Pull up the child process Executor to run the component +- Executor reports state to local Server and also to scheduler +- Multi-party task state calculation of federal task state +- Upstream and downstream task states compute job states + +![](./images/fate_flow_resource_process.png) + +## 4. [Multiparty Resource Coordination](./fate_flow_resource_management.md) + +- The total resource size of each engine is configured through the configuration file, and the system is subsequently interfaced +- The cores_per_node in the total resource size indicates the number of cpu cores per compute node, and nodes indicates the number of compute nodes. +- FATEFlow server reads the resource size configuration from the configuration file when it starts and registers the update to the database +- The resources are requested in Job dimension, and take effect when Job Conf is submitted, formula: task_parallelism*task_cores +- See separate section of the documentation for details + +## 5. [Data Flow Tracking](./fate_flow_tracking.md) + +- Definition + - metric type: metric type, such as auc, loss, ks, etc. + - metric namespace: custom metric namespace, e.g. train, predict + - metric name: custom metric name, e.g. auc0, hetero_lr_auc0 + - metric data: metric data in key-value form + - metric meta: metric meta information in key-value form, support flexible drawing +- API + - log_metric_data(metric_namespace, metric_name, metrics) + - set_metric_meta(metric_namespace, metric_name, metric_meta) + - get_metric_data(metric_namespace, metric_name) + - get_metric_meta(metric_namespace, metric_name) + +## 6. [Realtime Monitoring](./fate_flow_monitoring.md) + +- Job process survivability detection +- Job timeout detection +- Resource recovery detection +- Base engine session timeout detection + +![](./images/fate_flow_detector.png) + +## 7. [Task Component Registry](./fate_flow_component_registry.md) + +![](./images/fate_flow_component_registry.png) + +## 8. [Multi-Party Federated Model Registry](./fate_flow_model_registry.md) + +- Using Google Protocol Buffer as the model storage protocol, using cross-language sharing, each algorithmic model consists of two parts: ModelParam & ModelMeta +- A Pipeline generates a series of algorithmic models +- The model named Pipeline stores Pipeline modeling DSL and online inference DSL +- Under federal learning, model consistency needs to be guaranteed for all participants, i.e., model binding +- model_key is the model identifier defined by the user when submitting the task +- The model IDs of the federated parties are the party identification information role, party_id, plus model_key +- The model version of the federated parties must be unique and consistent, and FATE-Flow directly sets it to job_id + +![](./images/fate_flow_pipelined_model.png){: style="height:400px;width:450px"} + +![](./images/fate_flow_model_storage.png){: style="height:400px;width:800px"} + +## 9. [Data Access](./fate_flow_data_access.md) + +- Upload. + - External storage is imported directly to FATE Storage, creating a new DTable + - When the job runs, Reader reads directly from Storage + +- Table Bind. + - Key the external storage address to a new DTable in FATE + - When the job is running, Reader reads data from external storage via Meta and transfers it to FATE Storage + - Connecting to the Big Data ecosystem: HDFS, Hive/MySQL + +![](./images/fate_flow_inputoutput.png) + +## 10. [Multi-Party Collaboration Authority Management](./fate_flow_authority_management.md) + +![](./images/fate_flow_authorization.png) \ No newline at end of file diff --git a/doc/fate_flow.zh.md b/doc/fate_flow.zh.md new file mode 100644 index 000000000..0aa3ec000 --- /dev/null +++ b/doc/fate_flow.zh.md @@ -0,0 +1,110 @@ +# 整体设计 + +## 1. 逻辑架构 + +- DSL定义作业 +- 自顶向下的纵向子任务流调度、多参与方联合子任务协调 +- 独立隔离的任务执行工作进程 +- 支持多类型多版本组件 +- 计算抽象API +- 存储抽象API +- 跨方传输抽象API + +![](./images/fate_flow_logical_arch.png) + +## 2. 整体架构 + +### 2.1 FATE整体架构 + +![](./images/fate_arch.png) + +### 2.2 FATE Flow整体架构 + +![](./images/fate_flow_arch.png) + +## 3. [调度架构](./fate_flow_job_scheduling.zh.md) + +### 3.1 基于共享状态的全新调度架构 + +- 剥离状态(资源、作业)与管理器(调度器、资源管理器) +- 资源状态与作业状态持久化存于MySQL，全局共享，提供可靠事务性操作 +- 提高管理服务的高可用与扩展性 +- 作业可介入，支持实现如重启、重跑、并行控制、资源隔离等 + +![](./images/fate_flow_scheduling_arch.png) + +### 3.2 状态驱动调度 + +- 资源协调 +- 拉起子进程Executor运行组件 +- Executor上报状态到本方Server，并且同时上报到调度方 +- 多方任务状态计算联邦任务状态 +- 上下游任务状态计算作业作态 + +![](./images/fate_flow_resource_process.png) + +## 4. [多方资源协调](./fate_flow_resource_management.zh.md) + +- 每个引擎总资源大小通过配置文件配置，后续实现系统对接 +- 总资源大小中的cores_per_node表示每个计算节点cpu核数，nodes表示计算节点个数 +- FATEFlow server启动时从配置文件读取资源大小配置，并注册更新到数据库 +- 以Job维度申请资源，Job Conf提交时生效，公式：task_parallelism*task_cores +- 详细请看文档单独章节 + +## 5. [数据流动追踪](./fate_flow_tracking.zh.md) + +- 定义 + - metric type: 指标类型，如auc, loss, ks等等 + - metric namespace: 自定义指标命名空间，如train, predict + - metric name: 自定义指标名称，如auc0，hetero_lr_auc0 + - metric data: key-value形式的指标数据 + - metric meta: key-value形式的指标元信息，支持灵活画图 +- API + - log_metric_data(metric_namespace, metric_name, metrics) + - set_metric_meta(metric_namespace, metric_name, metric_meta) + - get_metric_data(metric_namespace, metric_name) + - get_metric_meta(metric_namespace, metric_name) + +## 6. [作业实时监测](./fate_flow_monitoring.zh.md) + +- 工作进程存活性检测 +- 作业超时检测 +- 资源回收检测 +- 基础引擎会话超时检测 + +![](./images/fate_flow_detector.png) + +## 7. [任务组件中心](./fate_flow_component_registry.zh.md) + +![](./images/fate_flow_component_registry.png) + +## 8. [多方联合模型注册中心](./fate_flow_model_registry.zh.md) + +- 使用Google Protocol Buffer作为模型存储协议，利用跨语言共享，每个算法模型由两部分组成：ModelParam & ModelMeta +- 一个Pipeline产生一系列算法模型 +- 命名为Pipeline的模型存储Pipeline建模DSL及在线推理DSL +- 联邦学习下，需要保证所有参与方模型一致性，即模型绑定 +- model_key为用户提交任务时定义的模型标识 +- 联邦各方的模型ID由本方标识信息role、party_id，加model_key +- 联邦各方的模型版本必须唯一且保持一致，FATE-Flow直接设置为job_id + +![](./images/fate_flow_pipelined_model.png){: style="height:400px;width:450px"} + +![](./images/fate_flow_model_storage.png){: style="height:400px;width:800px"} + +## 9. [数据接入](./fate_flow_data_access.zh.md) + +- Upload： + - 外部存储直接导入到FATE Storage，创建一个新的DTable + - 作业运行时，Reader直接从Storage读取 + +- Table Bind： + - 外部存储地址关键到FATE一个新的DTable + - 作业运行时，Reader通过Meta从外部存储读取数据并转存到FATE Storage + - 打通大数据生态：HDFS，Hive/MySQL + +![](./images/fate_flow_inputoutput.png) + +## 10. [多方合作权限管理](./fate_flow_authority_management.zh.md) + +![](./images/fate_flow_authorization.png) diff --git a/doc/index.md b/doc/index.md new file mode 100644 index 000000000..f0e348a2f --- /dev/null +++ b/doc/index.md @@ -0,0 +1,4 @@ +--- +template: overrides/home.html +title: Secure, Privacy-preserving Machine Learning Multi-Party Schduling System +--- diff --git a/doc/index.zh.md b/doc/index.zh.md new file mode 100644 index 000000000..31085da96 --- /dev/null +++ b/doc/index.zh.md @@ -0,0 +1,4 @@ +--- +template: overrides/home.zh.html +title: 安全，隐私保护的机器学习多方调度系统 +--- diff --git a/doc/mkdocs/README.md b/doc/mkdocs/README.md new file mode 100644 index 000000000..842eea2c2 --- /dev/null +++ b/doc/mkdocs/README.md @@ -0,0 +1,79 @@ +# Build + +## use docker + +At repo root, execute + +```sh +docker run --rm -it -p 8000:8000 -v ${PWD}:/docs sagewei0/mkdocs +``` + +to serve docs in http://localhost:8000 + +or + +```sh +docker run --rm -it -p 8000:8000 -v ${PWD}:/docs sagewei0/mkdocs build +``` + +to build docs to `site` folder. + +## manually + +[`mkdocs-material`](https://pypi.org/project/mkdocs-material/) and servel plugins are needed to build this docs + +Fisrt, create an python virtual environment + +```sh +python3 -m venv "fatedocs" +source fatedocs/bin/activate +pip install -U pip +``` +And then install requirements + +```sh +pip install -r doc/mkdocs/requirements.txt +``` + +Now, use + +```sh +mkdocs serve +``` + +at repo root to serve docs or + +use + +```sh +mkdocs build +``` + +at repo root to build docs to folder `site` + + +# Develop guide + +We use [mkdocs-material](https://squidfunk.github.io/mkdocs-material/) to build our docs. +Servel markdown extensions are really useful to write pretty documents such as +[admonitions](https://squidfunk.github.io/mkdocs-material/reference/admonitions/) and +[content-tabs](https://squidfunk.github.io/mkdocs-material/reference/content-tabs/). + +Servel plugins are introdused to makes mkdocs-material much powerful: + + +- [mkdocstrings](https://mkdocstrings.github.io/usage/) + automatic documentation from sources code. 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!important; + padding-top: 0 !important; +} + +/* Don't show permalink of hidden ToC entries. */ +h6.hidden-toc a.headerlink { + display: none; +} + +/* Avoid breaking parameters name, etc. in table cells. */ +td code { + word-break: normal !important; +} + +/* For pieces of Markdown rendered in table cells. */ +td p { + margin-top: 0 !important; + margin-bottom: 0 !important; +} diff --git a/doc/mkdocs/css/extra.css b/doc/mkdocs/css/extra.css new file mode 100644 index 000000000..ede6e6139 --- /dev/null +++ b/doc/mkdocs/css/extra.css @@ -0,0 +1,34 @@ +/* Remove default title on the page */ +.md-content__inner h1:first-child { + display: none; +} + +/* Adjust to 2px to align with the title */ +.md-logo { + padding-top: 6px; +} + +.btn { + border: none; + padding: 14px 28px; + cursor: pointer; + display: inline-block; + + background: #009688; + color: white; +} + +.btn:hover { + background: #00bfa5; + color: white; +} + +.center { + display: block; + margin-left: auto; + margin-right: auto; +} + +.text-center { + text-align: center; +} diff --git a/doc/mkdocs/css/landing.css b/doc/mkdocs/css/landing.css new file mode 100644 index 000000000..e0ebdb147 --- /dev/null +++ b/doc/mkdocs/css/landing.css @@ -0,0 +1,144 @@ +.tx-container { + background: + linear-gradient(to bottom, var(--md-primary-fg-color), #2196f3 100%, var(--md-default-bg-color) 100%) +} + +[data-md-color-scheme=slate] .tx-container { + background: + linear-gradient(to bottom, var(--md-primary-fg-color), #2196f3 100%, var(--md-default-bg-color) 100%) +} + +.tx-landing { + margin: 0 .8rem; + color: var(--md-primary-bg-color) +} + +.tx-landing h1 { + margin-bottom: 1rem; + color: currentColor; + font-weight: 700 +} + +@media screen and (max-width: 30em) { + .tx-landing h1 { + font-size: 1.4rem + } +} + +.tx-landing__content p a { + color: inherit; + text-decoration: underline; +} + +.tx-landing__testimonials { + width: 100%; + text-align: center; +} + +.tx-landing__content p a:hover { + color: darkblue; + text-decoration: underline; +} + +.tx-landing__logos { + display: flex; + flex-direction: row; + flex-wrap: wrap; + justify-content: center; +} + +.tx-landing__logos img { + height: 8vh; + max-height: 81px; /* max height of images */ + width: auto; + margin: 2vh; + vertical-align: middle; +} + +.tx-landing__quotes { + padding-bottom: 5em; + text-align: center; +} + +@media screen and (min-width: 60em) { + .tx-landing__quotes { + margin: 1em 5em; + } +} + +.tx-landing__quotes figure { + margin: 2em auto 2em auto; +} + +.tx-landing__quote { + display: flex; + border-radius: 1em; + padding: 1em 1em 0 1em; + background: var(--md-primary-fg-color); +} + +.tx-landing__quote blockquote { + border: 0; + color: #fff; +} + +.tx-landing__quote a img { + height: 6vh; + max-height: 81px; /* max height of images */ + display: block; + margin-left: auto; + margin-right: auto; +} + +@media screen and (min-width: 60em) { + .tx-container { + padding-bottom: 14vw + } + + .tx-landing { + display: flex; + align-items: stretch + } + + .tx-landing__content { + max-width: 24rem; + margin-top: 3.5rem; + } + + .tx-landing__image { + order: 1; + width: 38rem; + transform: translateX(4rem) + } +} + +@media screen and (min-width: 77em) { + .tx-landing__image { + transform: translateX(8rem) + } +} + +.tx-landing .md-button { + margin-top: .5rem; + margin-right: .5rem; + color: var(--md-primary-bg-color) +} + +.tx-landing .md-button:hover, .tx-landing .md-button:focus { + color: var(--md-default-bg-color); + background-color: #8bc34a; + border-color: #8bc34a +} + +.md-typeset lottie-player { + max-width: 100%; + height: auto; +} + +.md-announce a { + color: var(--md-primary-bg-color); +} + +.md-banner a { + color: var(--md-primary-bg-color); +} diff --git a/doc/mkdocs/css/termynal.css b/doc/mkdocs/css/termynal.css new file mode 100644 index 000000000..f02626e3d --- /dev/null +++ b/doc/mkdocs/css/termynal.css @@ -0,0 +1,110 @@ +/** + * termynal.js + * + * @author Ines Montani + * @version 0.0.1 + * @license MIT + */ + +:root { + --color-bg: #eee8d5; + --color-text: #073642; + --color-text-subtle: #cb4b16; + background: linear-gradient(to right, #3a1c71, #d76d77, #ffaf7b); +} + +[data-termynal] { + width: 750px; + max-width: 100%; + background: var(--color-bg); + color: var(--color-text); + font-size: 18px; + /* font-family: 'Fira Mono', Consolas, Menlo, Monaco, 'Courier New', Courier, monospace; */ + font-family: 'Roboto Mono', 'Fira Mono', Consolas, Menlo, Monaco, 'Courier New', Courier, monospace; + border-radius: 4px; + padding: 75px 45px 35px; + position: relative; + -webkit-box-sizing: border-box; + box-sizing: border-box; +} + +[data-termynal]:before { + content: ''; + position: absolute; + top: 15px; + left: 15px; + display: inline-block; + width: 15px; + height: 15px; + border-radius: 50%; + /* A little hack to display the window buttons in one pseudo element. */ + background: #d9515d; + -webkit-box-shadow: 25px 0 0 #f4c025, 50px 0 0 #3ec930; + box-shadow: 25px 0 0 #f4c025, 50px 0 0 #3ec930; +} + +[data-termynal]:after { + content: 'bash'; + position: absolute; + color: var(--color-text-subtle); + top: 5px; + left: 0; + width: 100%; + text-align: center; +} + +a[data-terminal-control] { + text-align: right; + display: block; + color: #aebbff; +} + +[data-ty] { + display: block; + line-height: 2; +} + +[data-ty]:before { + /* Set up defaults and ensure empty lines are displayed. */ + content: ''; + display: inline-block; + vertical-align: middle; +} + +[data-ty="input"]:before, +[data-ty-prompt]:before { + margin-right: 0.75em; + color: var(--color-text-subtle); +} + +[data-ty="input"]:before { + content: '$'; +} + +[data-ty][data-ty-prompt]:before { + content: attr(data-ty-prompt); +} + +[data-ty-cursor]:after { + content: attr(data-ty-cursor); + font-family: monospace; + margin-left: 0.5em; + -webkit-animation: blink 1s infinite; + animation: blink 1s infinite; +} + + +/* Cursor animation */ + +@-webkit-keyframes blink { + 50% { + opacity: 0; + } +} + +@keyframes blink { + 50% { + opacity: 0; + } +} + diff --git a/doc/mkdocs/docker/Dockerfile b/doc/mkdocs/docker/Dockerfile new file mode 100644 index 000000000..1b48139d7 --- /dev/null +++ b/doc/mkdocs/docker/Dockerfile @@ -0,0 +1,31 @@ +FROM python:3.9.2-alpine3.13 + +# Environment variables +ENV PACKAGES=/usr/local/lib/python3.9/site-packages +ENV PYTHONDONTWRITEBYTECODE=1 + +# Set build directory +WORKDIR /tmp + +COPY requirements.txt . + +RUN set -e ;\ + apk upgrade --update-cache -a ;\ + apk add --no-cache libstdc++ libffi-dev ;\ + apk add --no-cache --virtual .build gcc g++ musl-dev python3-dev cargo openssl-dev git;\ + pip install --no-cache-dir -r requirements.txt + +# clean +RUN apk del .build ;\ + rm -rf /tmp/* /root/.cache + +# Set working directory +WORKDIR /docs + +# Expose MkDocs development server port +EXPOSE 8000 + +ENV PYTHONPATH=$PYTHONPATH:/docs/python +# Start development server by default +ENTRYPOINT ["mkdocs"] +CMD ["serve", "--dev-addr=0.0.0.0:8000"] \ No newline at end of file diff --git a/doc/mkdocs/docker/README.md b/doc/mkdocs/docker/README.md new file mode 100644 index 000000000..5c5466b0a --- /dev/null +++ b/doc/mkdocs/docker/README.md @@ -0,0 +1,25 @@ +# Image for build FATE's documents + +This image is modified from [mkdocs-meterial](https://squidfunk.github.io/mkdocs-material/) with some plugins embeded. + +Usage + +Mount the folder where your mkdocs.yml resides as a volume into /docs: + +- Start development server on http://localhost:8000 + +```console +docker run --rm -it -p 8000:8000 -v ${PWD}:/docs sagewei0/mkdocs +``` + +- Build documentation + +```console +docker run --rm -it -v ${PWD}:/docs sagewei/mkdocs build +``` + +- Deploy documentation to GitHub Pages + +```console +docker run --rm -it -v ~/.ssh:/root/.ssh -v ${PWD}:/docs sagewei0/mkdocs gh-deploy +``` diff --git a/doc/mkdocs/js/custom.js b/doc/mkdocs/js/custom.js new file mode 100644 index 000000000..a0e16abb7 --- /dev/null +++ b/doc/mkdocs/js/custom.js @@ -0,0 +1,106 @@ +document.querySelectorAll(".use-termynal").forEach(node => { + node.style.display = "block"; + new Termynal(node, { + lineDelay: 500 + }); +}); +const progressLiteralStart = "---> 100%"; +const promptLiteralStart = "$ "; +const customPromptLiteralStart = "# "; +const termynalActivateClass = "termy"; +let termynals = []; + +function createTermynals() { + document + .querySelectorAll(`.${termynalActivateClass} .highlight`) + .forEach(node => { + const text = node.textContent; + const lines = text.split("\n"); + const useLines = []; + let buffer = []; + function saveBuffer() { + if (buffer.length) { + let isBlankSpace = true; + buffer.forEach(line => { + if (line) { + isBlankSpace = false; + } + }); + dataValue = {}; + if (isBlankSpace) { + dataValue["delay"] = 0; + } + if (buffer[buffer.length - 1] === "") { + // A last single
    won't have effect + // so put an additional one + buffer.push(""); + } + const bufferValue = buffer.join("
    "); + dataValue["value"] = bufferValue; + useLines.push(dataValue); + buffer = []; + } + } + for (let line of lines) { + if (line === progressLiteralStart) { + saveBuffer(); + useLines.push({ + type: "progress" + }); + } else if (line.startsWith(promptLiteralStart)) { + saveBuffer(); + const value = line.replace(promptLiteralStart, "").trimEnd(); + useLines.push({ + type: "input", + value: value + }); + } else if (line.startsWith("// ")) { + saveBuffer(); + const value = "💬 " + line.replace("// ", "").trimEnd(); + useLines.push({ + value: value, + class: "termynal-comment", + delay: 0 + }); + } else if (line.startsWith(customPromptLiteralStart)) { + saveBuffer(); + const promptStart = line.indexOf(promptLiteralStart); + if (promptStart === -1) { + console.error("Custom prompt found but no end delimiter", line) + } + const prompt = line.slice(0, promptStart).replace(customPromptLiteralStart, "") + let value = line.slice(promptStart + promptLiteralStart.length); + useLines.push({ + type: "input", + value: value, + prompt: prompt + }); + } else { + buffer.push(line); + } + } + saveBuffer(); + const div = document.createElement("div"); + node.replaceWith(div); + const termynal = new Termynal(div, { + lineData: useLines, + noInit: true, + lineDelay: 500 + }); + termynals.push(termynal); + }); +} + +function loadVisibleTermynals() { + termynals = termynals.filter(termynal => { + if (termynal.container.getBoundingClientRect().top - innerHeight <= 0) { + termynal.init(); + return false; + } + return true; + }); +} +window.addEventListener("scroll", loadVisibleTermynals); +createTermynals(); +loadVisibleTermynals(); + diff --git a/doc/mkdocs/js/lottie-player.js b/doc/mkdocs/js/lottie-player.js new file mode 100644 index 000000000..938688078 --- /dev/null +++ b/doc/mkdocs/js/lottie-player.js @@ -0,0 +1,181 @@ +!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports):"function"==typeof define&&define.amd?define(["exports"],e):e((t="undefined"!=typeof globalThis?globalThis:t||self)["lottie-player"]={})}(this,(function(exports){"use strict";function _typeof(t){return(_typeof="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t})(t)}var REACT_ELEMENT_TYPE;function _jsx(t,e,r,i){REACT_ELEMENT_TYPE||(REACT_ELEMENT_TYPE="function"==typeof Symbol&&Symbol.for&&Symbol.for("react.element")||60103);var a=t&&t.defaultProps,s=arguments.length-3;if(e||0===s||(e={children:void 0}),1===s)e.children=i;else if(s>1){for(var n=new Array(s),o=0;o=0||(a[r]=t[r]);return a}function _objectWithoutProperties(t,e){if(null==t)return{};var r,i,a=_objectWithoutPropertiesLoose(t,e);if(Object.getOwnPropertySymbols){var s=Object.getOwnPropertySymbols(t);for(i=0;i=0||Object.prototype.propertyIsEnumerable.call(t,r)&&(a[r]=t[r])}return a}function _assertThisInitialized(t){if(void 0===t)throw new ReferenceError("this hasn't been initialised - 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All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */var directives=new WeakMap,directive=t=>function(){var e=t(...arguments);return directives.set(e,!0),e},isDirective=t=>"function"==typeof t&&directives.has(t),noChange={},nothing={}; +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */ +class TemplateInstance{constructor(t,e,r){this.__parts=[],this.template=t,this.processor=e,this.options=r}update(t){var e=0;for(var r of this.__parts)void 0!==r&&r.setValue(t[e]),e++;for(var i of this.__parts)void 0!==i&&i.commit()}_clone(){for(var t,e=isCEPolyfill?this.template.element.content.cloneNode(!0):document.importNode(this.template.element.content,!0),r=[],i=this.template.parts,a=document.createTreeWalker(e,133,null,!1),s=0,n=0,o=a.nextNode();st}),commentMarker=" ".concat(marker," ");class TemplateResult{constructor(t,e,r,i){this.strings=t,this.values=e,this.type=r,this.processor=i}getHTML(){for(var t=this.strings.length-1,e="",r=!1,i=0;i-1||r)&&-1===a.indexOf("--\x3e",s+1);var n=lastAttributeNameRegex.exec(a);e+=null===n?a+(r?commentMarker:nodeMarker):a.substr(0,n.index)+n[1]+n[2]+boundAttributeSuffix+n[3]+marker}return e+=this.strings[t]}getTemplateElement(){var t=document.createElement("template"),e=this.getHTML();return void 0!==policy&&(e=policy.createHTML(e)),t.innerHTML=e,t}}class SVGTemplateResult extends TemplateResult{getHTML(){return"".concat(super.getHTML(),"")}getTemplateElement(){var t=super.getTemplateElement(),e=t.content,r=e.firstChild;return e.removeChild(r),reparentNodes(e,r.firstChild),t}} +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */var isPrimitive=t=>null===t||!("object"==typeof t||"function"==typeof t),isIterable=t=>Array.isArray(t)||!(!t||!t[Symbol.iterator]);class AttributeCommitter{constructor(t,e,r){this.dirty=!0,this.element=t,this.name=e,this.strings=r,this.parts=[];for(var i=0;i0&&void 0!==arguments[0]?arguments[0]:this.startNode;removeNodes(this.startNode.parentNode,t.nextSibling,this.endNode)}}class BooleanAttributePart{constructor(t,e,r){if(this.value=void 0,this.__pendingValue=void 0,2!==r.length||""!==r[0]||""!==r[1])throw new Error("Boolean attributes can only contain a single expression");this.element=t,this.name=e,this.strings=r}setValue(t){this.__pendingValue=t}commit(){for(;isDirective(this.__pendingValue);){var t=this.__pendingValue;this.__pendingValue=noChange,t(this)}if(this.__pendingValue!==noChange){var e=!!this.__pendingValue;this.value!==e&&(e?this.element.setAttribute(this.name,""):this.element.removeAttribute(this.name),this.value=e),this.__pendingValue=noChange}}}class PropertyCommitter extends AttributeCommitter{constructor(t,e,r){super(t,e,r),this.single=2===r.length&&""===r[0]&&""===r[1]}_createPart(){return new PropertyPart(this)}_getValue(){return this.single?this.parts[0].value:super._getValue()}commit(){this.dirty&&(this.dirty=!1,this.element[this.name]=this._getValue())}}class PropertyPart extends AttributePart{}var eventOptionsSupported=!1;(()=>{try{var t={get capture(){return eventOptionsSupported=!0,!1}};window.addEventListener("test",t,t),window.removeEventListener("test",t,t)}catch(t){}})();class EventPart{constructor(t,e,r){this.value=void 0,this.__pendingValue=void 0,this.element=t,this.eventName=e,this.eventContext=r,this.__boundHandleEvent=t=>this.handleEvent(t)}setValue(t){this.__pendingValue=t}commit(){for(;isDirective(this.__pendingValue);){var t=this.__pendingValue;this.__pendingValue=noChange,t(this)}if(this.__pendingValue!==noChange){var e=this.__pendingValue,r=this.value,i=null==e||null!=r&&(e.capture!==r.capture||e.once!==r.once||e.passive!==r.passive),a=null!=e&&(null==r||i);i&&this.element.removeEventListener(this.eventName,this.__boundHandleEvent,this.__options),a&&(this.__options=getOptions(e),this.element.addEventListener(this.eventName,this.__boundHandleEvent,this.__options)),this.value=e,this.__pendingValue=noChange}}handleEvent(t){"function"==typeof this.value?this.value.call(this.eventContext||this.element,t):this.value.handleEvent(t)}}var getOptions=t=>t&&(eventOptionsSupported?{capture:t.capture,passive:t.passive,once:t.once}:t.capture) +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */;function templateFactory(t){var e=templateCaches.get(t.type);void 0===e&&(e={stringsArray:new WeakMap,keyString:new Map},templateCaches.set(t.type,e));var r=e.stringsArray.get(t.strings);if(void 0!==r)return r;var i=t.strings.join(marker);return void 0===(r=e.keyString.get(i))&&(r=new Template(t,t.getTemplateElement()),e.keyString.set(i,r)),e.stringsArray.set(t.strings,r),r}var templateCaches=new Map,parts=new WeakMap,render$1=(t,e,r)=>{var i=parts.get(e);void 0===i&&(removeNodes(e,e.firstChild),parts.set(e,i=new NodePart(Object.assign({templateFactory:templateFactory},r))),i.appendInto(e)),i.setValue(t),i.commit()}; +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */ +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */ +class DefaultTemplateProcessor{handleAttributeExpressions(t,e,r,i){var a=e[0];return"."===a?new PropertyCommitter(t,e.slice(1),r).parts:"@"===a?[new EventPart(t,e.slice(1),i.eventContext)]:"?"===a?[new BooleanAttributePart(t,e.slice(1),r)]:new AttributeCommitter(t,e,r).parts}handleTextExpression(t){return new NodePart(t)}}var defaultTemplateProcessor=new DefaultTemplateProcessor; +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */"undefined"!=typeof window&&(window.litHtmlVersions||(window.litHtmlVersions=[])).push("1.3.0");var html=function(t){for(var e=arguments.length,r=new Array(e>1?e-1:0),i=1;i1?e-1:0),i=1;i"".concat(t,"--").concat(e),compatibleShadyCSSVersion=!0;void 0===window.ShadyCSS?compatibleShadyCSSVersion=!1:void 0===window.ShadyCSS.prepareTemplateDom&&(console.warn("Incompatible ShadyCSS version detected. Please update to at least @webcomponents/webcomponentsjs@2.0.2 and @webcomponents/shadycss@1.3.1."),compatibleShadyCSSVersion=!1);var shadyTemplateFactory=t=>e=>{var r=getTemplateCacheKey(e.type,t),i=templateCaches.get(r);void 0===i&&(i={stringsArray:new WeakMap,keyString:new Map},templateCaches.set(r,i));var a=i.stringsArray.get(e.strings);if(void 0!==a)return a;var s=e.strings.join(marker);if(void 0===(a=i.keyString.get(s))){var n=e.getTemplateElement();compatibleShadyCSSVersion&&window.ShadyCSS.prepareTemplateDom(n,t),a=new Template(e,n),i.keyString.set(s,a)}return i.stringsArray.set(e.strings,a),a},TEMPLATE_TYPES=["html","svg"],removeStylesFromLitTemplates=t=>{TEMPLATE_TYPES.forEach(e=>{var r=templateCaches.get(getTemplateCacheKey(e,t));void 0!==r&&r.keyString.forEach(t=>{var{element:{content:e}}=t,r=new Set;Array.from(e.querySelectorAll("style")).forEach(t=>{r.add(t)}),removeNodesFromTemplate(t,r)})})},shadyRenderSet=new Set,prepareTemplateStyles=(t,e,r)=>{shadyRenderSet.add(t);var i=r?r.element:document.createElement("template"),a=e.querySelectorAll("style"),{length:s}=a;if(0!==s){for(var n=document.createElement("style"),o=0;o{if(!r||"object"!=typeof r||!r.scopeName)throw new Error("The `scopeName` option is required.");var i=r.scopeName,a=parts.has(e),s=compatibleShadyCSSVersion&&11===e.nodeType&&!!e.host,n=s&&!shadyRenderSet.has(i),o=n?document.createDocumentFragment():e;if(render$1(t,o,Object.assign({templateFactory:shadyTemplateFactory(i)},r)),n){var h=parts.get(o);parts.delete(o);var l=h.value instanceof TemplateInstance?h.value.template:void 0;prepareTemplateStyles(i,o,l),removeNodes(e,e.firstChild),e.appendChild(o),parts.set(e,h)}!a&&s&&window.ShadyCSS.styleElement(e.host)},_a;window.JSCompiler_renameProperty=(t,e)=>t;var defaultConverter={toAttribute(t,e){switch(e){case Boolean:return t?"":null;case Object:case Array:return null==t?t:JSON.stringify(t)}return t},fromAttribute(t,e){switch(e){case Boolean:return null!==t;case Number:return null===t?null:Number(t);case Object:case Array:return JSON.parse(t)}return t}},notEqual=(t,e)=>e!==t&&(e==e||t==t),defaultPropertyDeclaration={attribute:!0,type:String,converter:defaultConverter,reflect:!1,hasChanged:notEqual},STATE_HAS_UPDATED=1,STATE_UPDATE_REQUESTED=4,STATE_IS_REFLECTING_TO_ATTRIBUTE=8,STATE_IS_REFLECTING_TO_PROPERTY=16,finalized="finalized";class UpdatingElement extends HTMLElement{constructor(){super(),this.initialize()}static get observedAttributes(){this.finalize();var t=[];return this._classProperties.forEach((e,r)=>{var i=this._attributeNameForProperty(r,e);void 0!==i&&(this._attributeToPropertyMap.set(i,r),t.push(i))}),t}static _ensureClassProperties(){if(!this.hasOwnProperty(JSCompiler_renameProperty("_classProperties",this))){this._classProperties=new Map;var t=Object.getPrototypeOf(this)._classProperties;void 0!==t&&t.forEach((t,e)=>this._classProperties.set(e,t))}}static createProperty(t){var e=arguments.length>1&&void 0!==arguments[1]?arguments[1]:defaultPropertyDeclaration;if(this._ensureClassProperties(),this._classProperties.set(t,e),!e.noAccessor&&!this.prototype.hasOwnProperty(t)){var r="symbol"==typeof t?Symbol():"__".concat(t),i=this.getPropertyDescriptor(t,r,e);void 0!==i&&Object.defineProperty(this.prototype,t,i)}}static getPropertyDescriptor(t,e,r){return{get(){return this[e]},set(i){var a=this[t];this[e]=i,this.requestUpdateInternal(t,a,r)},configurable:!0,enumerable:!0}}static getPropertyOptions(t){return this._classProperties&&this._classProperties.get(t)||defaultPropertyDeclaration}static finalize(){var t=Object.getPrototypeOf(this);if(t.hasOwnProperty(finalized)||t.finalize(),this[finalized]=!0,this._ensureClassProperties(),this._attributeToPropertyMap=new Map,this.hasOwnProperty(JSCompiler_renameProperty("properties",this))){var e=this.properties,r=[...Object.getOwnPropertyNames(e),..."function"==typeof Object.getOwnPropertySymbols?Object.getOwnPropertySymbols(e):[]];for(var i of r)this.createProperty(i,e[i])}}static _attributeNameForProperty(t,e){var r=e.attribute;return!1===r?void 0:"string"==typeof r?r:"string"==typeof t?t.toLowerCase():void 0}static _valueHasChanged(t,e){return(arguments.length>2&&void 0!==arguments[2]?arguments[2]:notEqual)(t,e)}static _propertyValueFromAttribute(t,e){var r=e.type,i=e.converter||defaultConverter,a="function"==typeof i?i:i.fromAttribute;return a?a(t,r):t}static _propertyValueToAttribute(t,e){if(void 0!==e.reflect){var r=e.type,i=e.converter;return(i&&i.toAttribute||defaultConverter.toAttribute)(t,r)}}initialize(){this._updateState=0,this._updatePromise=new Promise(t=>this._enableUpdatingResolver=t),this._changedProperties=new Map,this._saveInstanceProperties(),this.requestUpdateInternal()}_saveInstanceProperties(){this.constructor._classProperties.forEach((t,e)=>{if(this.hasOwnProperty(e)){var r=this[e];delete this[e],this._instanceProperties||(this._instanceProperties=new Map),this._instanceProperties.set(e,r)}})}_applyInstanceProperties(){this._instanceProperties.forEach((t,e)=>this[e]=t),this._instanceProperties=void 0}connectedCallback(){this.enableUpdating()}enableUpdating(){void 0!==this._enableUpdatingResolver&&(this._enableUpdatingResolver(),this._enableUpdatingResolver=void 0)}disconnectedCallback(){}attributeChangedCallback(t,e,r){e!==r&&this._attributeToProperty(t,r)}_propertyToAttribute(t,e){var r=arguments.length>2&&void 0!==arguments[2]?arguments[2]:defaultPropertyDeclaration,i=this.constructor,a=i._attributeNameForProperty(t,r);if(void 0!==a){var s=i._propertyValueToAttribute(e,r);if(void 0===s)return;this._updateState=this._updateState|STATE_IS_REFLECTING_TO_ATTRIBUTE,null==s?this.removeAttribute(a):this.setAttribute(a,s),this._updateState=this._updateState&~STATE_IS_REFLECTING_TO_ATTRIBUTE}}_attributeToProperty(t,e){if(!(this._updateState&STATE_IS_REFLECTING_TO_ATTRIBUTE)){var r=this.constructor,i=r._attributeToPropertyMap.get(t);if(void 0!==i){var a=r.getPropertyOptions(i);this._updateState=this._updateState|STATE_IS_REFLECTING_TO_PROPERTY,this[i]=r._propertyValueFromAttribute(e,a),this._updateState=this._updateState&~STATE_IS_REFLECTING_TO_PROPERTY}}}requestUpdateInternal(t,e,r){var i=!0;if(void 0!==t){var a=this.constructor;r=r||a.getPropertyOptions(t),a._valueHasChanged(this[t],e,r.hasChanged)?(this._changedProperties.has(t)||this._changedProperties.set(t,e),!0!==r.reflect||this._updateState&STATE_IS_REFLECTING_TO_PROPERTY||(void 0===this._reflectingProperties&&(this._reflectingProperties=new Map),this._reflectingProperties.set(t,r))):i=!1}!this._hasRequestedUpdate&&i&&(this._updatePromise=this._enqueueUpdate())}requestUpdate(t,e){return this.requestUpdateInternal(t,e),this.updateComplete}_enqueueUpdate(){var t=this;return _asyncToGenerator((function*(){t._updateState=t._updateState|STATE_UPDATE_REQUESTED;try{yield t._updatePromise}catch(t){}var e=t.performUpdate();return null!=e&&(yield e),!t._hasRequestedUpdate}))()}get _hasRequestedUpdate(){return this._updateState&STATE_UPDATE_REQUESTED}get hasUpdated(){return this._updateState&STATE_HAS_UPDATED}performUpdate(){if(this._hasRequestedUpdate){this._instanceProperties&&this._applyInstanceProperties();var t=!1,e=this._changedProperties;try{(t=this.shouldUpdate(e))?this.update(e):this._markUpdated()}catch(e){throw t=!1,this._markUpdated(),e}t&&(this._updateState&STATE_HAS_UPDATED||(this._updateState=this._updateState|STATE_HAS_UPDATED,this.firstUpdated(e)),this.updated(e))}}_markUpdated(){this._changedProperties=new Map,this._updateState=this._updateState&~STATE_UPDATE_REQUESTED}get updateComplete(){return this._getUpdateComplete()}_getUpdateComplete(){return this._updatePromise}shouldUpdate(t){return!0}update(t){void 0!==this._reflectingProperties&&this._reflectingProperties.size>0&&(this._reflectingProperties.forEach((t,e)=>this._propertyToAttribute(e,this[e],t)),this._reflectingProperties=void 0),this._markUpdated()}updated(t){}firstUpdated(t){}}_a=finalized,UpdatingElement[_a]=!0; +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */ +var legacyCustomElement=(t,e)=>(window.customElements.define(t,e),e),standardCustomElement=(t,e)=>{var{kind:r,elements:i}=e;return{kind:r,elements:i,finisher(e){window.customElements.define(t,e)}}},customElement=t=>e=>"function"==typeof e?legacyCustomElement(t,e):standardCustomElement(t,e),standardProperty=(t,e)=>"method"===e.kind&&e.descriptor&&!("value"in e.descriptor)?Object.assign(Object.assign({},e),{finisher(r){r.createProperty(e.key,t)}}):{kind:"field",key:Symbol(),placement:"own",descriptor:{},initializer(){"function"==typeof e.initializer&&(this[e.key]=e.initializer.call(this))},finisher(r){r.createProperty(e.key,t)}},legacyProperty=(t,e,r)=>{e.constructor.createProperty(r,t)};function property(t){return(e,r)=>void 0!==r?legacyProperty(t,e,r):standardProperty(t,e)}function internalProperty(t){return property({attribute:!1,hasChanged:null==t?void 0:t.hasChanged})}function query(t,e){return(r,i)=>{var a={get(){return this.renderRoot.querySelector(t)},enumerable:!0,configurable:!0};if(e){var s="symbol"==typeof i?Symbol():"__".concat(i);a.get=function(){return void 0===this[s]&&(this[s]=this.renderRoot.querySelector(t)),this[s]}}return void 0!==i?legacyQuery(a,r,i):standardQuery(a,r)}}function queryAsync(t){return(e,r)=>{var i={get(){var e=this;return _asyncToGenerator((function*(){return yield e.updateComplete,e.renderRoot.querySelector(t)}))()},enumerable:!0,configurable:!0};return void 0!==r?legacyQuery(i,e,r):standardQuery(i,e)}}function queryAll(t){return(e,r)=>{var i={get(){return this.renderRoot.querySelectorAll(t)},enumerable:!0,configurable:!0};return void 0!==r?legacyQuery(i,e,r):standardQuery(i,e)}}var legacyQuery=(t,e,r)=>{Object.defineProperty(e,r,t)},standardQuery=(t,e)=>({kind:"method",placement:"prototype",key:e.key,descriptor:t}),standardEventOptions=(t,e)=>Object.assign(Object.assign({},e),{finisher(r){Object.assign(r.prototype[e.key],t)}}),legacyEventOptions=(t,e,r)=>{Object.assign(e[r],t)};function eventOptions(t){return(e,r)=>void 0!==r?legacyEventOptions(t,e,r):standardEventOptions(t,e)}var ElementProto=Element.prototype,legacyMatches=ElementProto.msMatchesSelector||ElementProto.webkitMatchesSelector;function queryAssignedNodes(){var t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:"",e=arguments.length>1&&void 0!==arguments[1]&&arguments[1],r=arguments.length>2&&void 0!==arguments[2]?arguments[2]:"";return(i,a)=>{var s={get(){var i="slot".concat(t?"[name=".concat(t,"]"):":not([name])"),a=this.renderRoot.querySelector(i),s=a&&a.assignedNodes({flatten:e});return s&&r&&(s=s.filter(t=>t.nodeType===Node.ELEMENT_NODE&&t.matches?t.matches(r):legacyMatches.call(t,r))),s},enumerable:!0,configurable:!0};return void 0!==a?legacyQuery(s,i,a):standardQuery(s,i)}} +/** + @license + Copyright (c) 2019 The Polymer Project Authors. All rights reserved. + This code may only be used under the BSD style license found at + http://polymer.github.io/LICENSE.txt The complete set of authors may be found at + http://polymer.github.io/AUTHORS.txt The complete set of contributors may be + found at http://polymer.github.io/CONTRIBUTORS.txt Code distributed by Google as + part of the polymer project is also subject to an additional IP rights grant + found at http://polymer.github.io/PATENTS.txt + */var supportsAdoptingStyleSheets=window.ShadowRoot&&(void 0===window.ShadyCSS||window.ShadyCSS.nativeShadow)&&"adoptedStyleSheets"in Document.prototype&&"replace"in CSSStyleSheet.prototype,constructionToken=Symbol();class CSSResult{constructor(t,e){if(e!==constructionToken)throw new Error("CSSResult is not constructable. Use `unsafeCSS` or `css` instead.");this.cssText=t}get styleSheet(){return void 0===this._styleSheet&&(supportsAdoptingStyleSheets?(this._styleSheet=new CSSStyleSheet,this._styleSheet.replaceSync(this.cssText)):this._styleSheet=null),this._styleSheet}toString(){return this.cssText}}var unsafeCSS=t=>new CSSResult(String(t),constructionToken),textFromCSSResult=t=>{if(t instanceof CSSResult)return t.cssText;if("number"==typeof t)return t;throw new Error("Value passed to 'css' function must be a 'css' function result: ".concat(t,". Use 'unsafeCSS' to pass non-literal values, but\n take care to ensure page security."))},css=function(t){for(var e=arguments.length,r=new Array(e>1?e-1:0),i=1;ie+textFromCSSResult(r)+t[i+1],t[0]);return new CSSResult(a,constructionToken)}; +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */ +(window.litElementVersions||(window.litElementVersions=[])).push("2.4.0");var renderNotImplemented={};class LitElement extends UpdatingElement{static getStyles(){return this.styles}static _getUniqueStyles(){if(!this.hasOwnProperty(JSCompiler_renameProperty("_styles",this))){var t=this.getStyles();if(Array.isArray(t)){var e=(t,r)=>t.reduceRight((t,r)=>Array.isArray(r)?e(r,t):(t.add(r),t),r),r=e(t,new Set),i=[];r.forEach(t=>i.unshift(t)),this._styles=i}else this._styles=void 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e=this.render();super.update(t),e!==renderNotImplemented&&this.constructor.render(e,this.renderRoot,{scopeName:this.localName,eventContext:this}),this._needsShimAdoptedStyleSheets&&(this._needsShimAdoptedStyleSheets=!1,this.constructor._styles.forEach(t=>{var e=document.createElement("style");e.textContent=t.cssText,this.renderRoot.appendChild(e)}))}render(){return renderNotImplemented}}LitElement.finalized=!0,LitElement.render=render;var commonjsGlobal="undefined"!=typeof globalThis?globalThis:"undefined"!=typeof window?window:"undefined"!=typeof global?global:"undefined"!=typeof self?self:{};function createCommonjsModule(t,e,r){return t(r={path:e,exports:{},require:function(t,e){return commonjsRequire(t,null==e?r.path:e)}},r.exports),r.exports}function getCjsExportFromNamespace(t){return t&&t.default||t}function commonjsRequire(){throw new Error("Dynamic requires are not currently supported by @rollup/plugin-commonjs")}var 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new e(t,r,i)}}}();function ShapePath(){this.c=!1,this._length=0,this._maxLength=8,this.v=createSizedArray(this._maxLength),this.o=createSizedArray(this._maxLength),this.i=createSizedArray(this._maxLength)}ShapePath.prototype.setPathData=function(t,e){this.c=t,this.setLength(e);for(var r=0;r=this._maxLength&&this.doubleArrayLength(),r){case"v":s=this.v;break;case"i":s=this.i;break;case"o":s=this.o;break;default:s=[]}(!s[i]||s[i]&&!a)&&(s[i]=pointPool.newElement()),s[i][0]=t,s[i][1]=e},ShapePath.prototype.setTripleAt=function(t,e,r,i,a,s,n,o){this.setXYAt(t,e,"v",n,o),this.setXYAt(r,i,"o",n,o),this.setXYAt(a,s,"i",n,o)},ShapePath.prototype.reverse=function(){var t=new ShapePath;t.setPathData(this.c,this._length);var e=this.v,r=this.o,i=this.i,a=0;this.c&&(t.setTripleAt(e[0][0],e[0][1],i[0][0],i[0][1],r[0][0],r[0][1],0,!1),a=1);var s,n=this._length-1,o=this._length;for(s=a;s=d[d.length-1].t-this.offsetTime)i=d[d.length-1].s?d[d.length-1].s[0]:d[d.length-2].e[0],s=!0;else{for(var m,u,y=f,g=d.length-1,v=!0;v&&(m=d[y],!((u=d[y+1]).t-this.offsetTime>t));)y=u.t-this.offsetTime)p=1;else if(tr&&t>r)||(this._caching.lastIndex=i=1?s.push({s:t-1,e:e-1}):(s.push({s:t,e:1}),s.push({s:0,e:e-1}));var n,o,h=[],l=s.length;for(n=0;ni+r))p=o.s*a<=i?0:(o.s*a-i)/r,c=o.e*a>=i+r?1:(o.e*a-i)/r,h.push([p,c])}return h.length||h.push([0,0]),h},TrimModifier.prototype.releasePathsData=function(t){var e,r=t.length;for(e=0;e1?1+s:this.s.v<0?0+s:this.s.v+s)>(r=this.e.v>1?1+s:this.e.v<0?0+s:this.e.v+s)){var n=e;e=r,r=n}e=1e-4*Math.round(1e4*e),r=1e-4*Math.round(1e4*r),this.sValue=e,this.eValue=r}else e=this.sValue,r=this.eValue;var o,h,l,p,c,f=this.shapes.length,d=0;if(r===e)for(a=0;a=0;a-=1)if((m=this.shapes[a]).shape._mdf){for((u=m.localShapeCollection).releaseShapes(),2===this.m&&f>1?(g=this.calculateShapeEdges(e,r,m.totalShapeLength,_,d),_+=m.totalShapeLength):g=[[v,b]],h=g.length,o=0;o=1?y.push({s:m.totalShapeLength*(v-1),e:m.totalShapeLength*(b-1)}):(y.push({s:m.totalShapeLength*v,e:m.totalShapeLength}),y.push({s:0,e:m.totalShapeLength*(b-1)}));var P=this.addShapes(m,y[0]);if(y[0].s!==y[0].e){if(y.length>1)if(m.shape.paths.shapes[m.shape.paths._length-1].c){var S=P.pop();this.addPaths(P,u),P=this.addShapes(m,y[1],S)}else this.addPaths(P,u),P=this.addShapes(m,y[1]);this.addPaths(P,u)}}m.shape.paths=u}}},TrimModifier.prototype.addPaths=function(t,e){var r,i=t.length;for(r=0;re.e){r.c=!1;break}e.s<=m&&e.e>=m+n.addedLength?(this.addSegment(f[i].v[a-1],f[i].o[a-1],f[i].i[a],f[i].v[a],r,o,y),y=!1):(l=bez.getNewSegment(f[i].v[a-1],f[i].v[a],f[i].o[a-1],f[i].i[a],(e.s-m)/n.addedLength,(e.e-m)/n.addedLength,h[a-1]),this.addSegmentFromArray(l,r,o,y),y=!1,r.c=!1),m+=n.addedLength,o+=1}if(f[i].c&&h.length){if(n=h[a-1],m<=e.e){var g=h[a-1].addedLength;e.s<=m&&e.e>=m+g?(this.addSegment(f[i].v[a-1],f[i].o[a-1],f[i].i[0],f[i].v[0],r,o,y),y=!1):(l=bez.getNewSegment(f[i].v[a-1],f[i].v[0],f[i].o[a-1],f[i].i[0],(e.s-m)/g,(e.e-m)/g,h[a-1]),this.addSegmentFromArray(l,r,o,y),y=!1,r.c=!1)}else r.c=!1;m+=n.addedLength,o+=1}if(r._length&&(r.setXYAt(r.v[p][0],r.v[p][1],"i",p),r.setXYAt(r.v[r._length-1][0],r.v[r._length-1][1],"o",r._length-1)),m>e.e)break;i0;)r-=1,this._elements.unshift(e[r]);this.dynamicProperties.length?this.k=!0:this.getValue(!0)},RepeaterModifier.prototype.resetElements=function(t){var e,r=t.length;for(e=0;e0?Math.floor(f):Math.ceil(f),u=this.pMatrix.props,y=this.rMatrix.props,g=this.sMatrix.props;this.pMatrix.reset(),this.rMatrix.reset(),this.sMatrix.reset(),this.tMatrix.reset(),this.matrix.reset();var v,b,_=0;if(f>0){for(;_m;)this.applyTransforms(this.pMatrix,this.rMatrix,this.sMatrix,this.tr,1,!0),_-=1;d&&(this.applyTransforms(this.pMatrix,this.rMatrix,this.sMatrix,this.tr,-d,!0),_-=d)}for(i=1===this.data.m?0:this._currentCopies-1,a=1===this.data.m?1:-1,s=this._currentCopies;s;){if(b=(r=(e=this.elemsData[i].it)[e.length-1].transform.mProps.v.props).length,e[e.length-1].transform.mProps._mdf=!0,e[e.length-1].transform.op._mdf=!0,e[e.length-1].transform.op.v=1===this._currentCopies?this.so.v:this.so.v+(this.eo.v-this.so.v)*(i/(this._currentCopies-1)),0!==_){for((0!==i&&1===a||i!==this._currentCopies-1&&-1===a)&&this.applyTransforms(this.pMatrix,this.rMatrix,this.sMatrix,this.tr,1,!1),this.matrix.transform(y[0],y[1],y[2],y[3],y[4],y[5],y[6],y[7],y[8],y[9],y[10],y[11],y[12],y[13],y[14],y[15]),this.matrix.transform(g[0],g[1],g[2],g[3],g[4],g[5],g[6],g[7],g[8],g[9],g[10],g[11],g[12],g[13],g[14],g[15]),this.matrix.transform(u[0],u[1],u[2],u[3],u[4],u[5],u[6],u[7],u[8],u[9],u[10],u[11],u[12],u[13],u[14],u[15]),v=0;v.01)return!1;r+=1}return!0},GradientProperty.prototype.checkCollapsable=function(){if(this.o.length/2!=this.c.length/4)return!1;if(this.data.k.k[0].s)for(var t=0,e=this.data.k.k.length;t500)&&(this._imageLoaded(),clearInterval(r)),e+=1}.bind(this),50)}function s(t){var e={assetData:t},r=i(t,this.assetsPath,this.path);return assetLoader.load(r,function(t){e.img=t,this._footageLoaded()}.bind(this),function(){e.img={},this._footageLoaded()}.bind(this)),e}function n(){this._imageLoaded=e.bind(this),this._footageLoaded=r.bind(this),this.testImageLoaded=a.bind(this),this.createFootageData=s.bind(this),this.assetsPath="",this.path="",this.totalImages=0,this.totalFootages=0,this.loadedAssets=0,this.loadedFootagesCount=0,this.imagesLoadedCb=null,this.images=[]}return n.prototype={loadAssets:function(t,e){var r;this.imagesLoadedCb=e;var i=t.length;for(r=0;r=o+ot||!m?(v=(o+ot-l)/h.partialLength,B=d.point[0]+(h.point[0]-d.point[0])*v,N=d.point[1]+(h.point[1]-d.point[1])*v,x.translate(-P[0]*C[a].an*.005,-P[1]*V*.01),p=!1):m&&(l+=h.partialLength,(c+=1)>=m.length&&(c=0,u[f+=1]?m=u[f].points:_.v.c?(c=0,m=u[f=0].points):(l-=h.partialLength,m=null)),m&&(d=h,y=(h=m[c]).partialLength));L=C[a].an/2-C[a].add,x.translate(-L,0,0)}else L=C[a].an/2-C[a].add,x.translate(-L,0,0),x.translate(-P[0]*C[a].an*.005,-P[1]*V*.01,0);for(M=0;M1,this.kf&&this.addEffect(this.getKeyframeValue.bind(this)),this.kf},TextProperty.prototype.addEffect=function(t){this.effectsSequence.push(t),this.elem.addDynamicProperty(this)},TextProperty.prototype.getValue=function(t){if(this.elem.globalData.frameId!==this.frameId&&this.effectsSequence.length||t){this.currentData.t=this.data.d.k[this.keysIndex].s.t;var e=this.currentData,r=this.keysIndex;if(this.lock)this.setCurrentData(this.currentData);else{var i;this.lock=!0,this._mdf=!1;var a=this.effectsSequence.length,s=t||this.data.d.k[this.keysIndex].s;for(i=0;ie);)r+=1;return this.keysIndex!==r&&(this.keysIndex=r),this.data.d.k[this.keysIndex].s},TextProperty.prototype.buildFinalText=function(t){for(var e,r=FontManager.getCombinedCharacterCodes(),i=[],a=0,s=t.length;a=55296&&e<=56319&&(e=t.charCodeAt(a+1))>=56320&&e<=57343?(i.push(t.substr(a,2)),a+=1):i.push(t.charAt(a)),a+=1;return i},TextProperty.prototype.completeTextData=function(t){t.__complete=!0;var e,r,i,a,s,n,o,h=this.elem.globalData.fontManager,l=this.data,p=[],c=0,f=l.m.g,d=0,m=0,u=0,y=[],g=0,v=0,b=h.getFontByName(t.f),_=0,P=getFontProperties(b);t.fWeight=P.weight,t.fStyle=P.style,t.finalSize=t.s,t.finalText=this.buildFinalText(t.t),r=t.finalText.length,t.finalLineHeight=t.lh;var S,E=t.tr/1e3*t.finalSize;if(t.sz)for(var x,A,w=!0,C=t.sz[0],T=t.sz[1];w;){x=0,g=0,r=(A=this.buildFinalText(t.t)).length,E=t.tr/1e3*t.finalSize;var k=-1;for(e=0;eC&&" "!==A[e]?(-1===k?r+=1:e=k,x+=t.finalLineHeight||1.2*t.finalSize,A.splice(e,k===e?1:0,"\r"),k=-1,g=0):(g+=_,g+=E);x+=b.ascent*t.finalSize/100,this.canResize&&t.finalSize>this.minimumFontSize&&Tv?g:v,g=-2*E,a="",i=!0,u+=1):a=D,h.chars?(o=h.getCharData(D,b.fStyle,h.getFontByName(t.f).fFamily),_=i?0:o.w*t.finalSize/100):_=h.measureText(a,t.f,t.finalSize)," "===D?M+=_+E:(g+=_+E+M,M=0),p.push({l:_,an:_,add:d,n:i,anIndexes:[],val:a,line:u,animatorJustifyOffset:0}),2==f){if(d+=_,""===a||" "===a||e===r-1){for(""!==a&&" "!==a||(d-=_);m<=e;)p[m].an=d,p[m].ind=c,p[m].extra=_,m+=1;c+=1,d=0}}else if(3==f){if(d+=_,""===a||e===r-1){for(""===a&&(d-=_);m<=e;)p[m].an=d,p[m].ind=c,p[m].extra=_,m+=1;d=0,c+=1}}else p[c].ind=c,p[c].extra=0,c+=1;if(t.l=p,v=g>v?g:v,y.push(g),t.sz)t.boxWidth=t.sz[0],t.justifyOffset=0;else switch(t.boxWidth=v,t.j){case 1:t.justifyOffset=-t.boxWidth;break;case 2:t.justifyOffset=-t.boxWidth/2;break;default:t.justifyOffset=0}t.lineWidths=y;var F,I,R,V,O=l.a;n=O.length;var L=[];for(s=0;s0?a=this.ne.v/100:s=-this.ne.v/100,this.xe.v>0?n=1-this.xe.v/100:o=1+this.xe.v/100;var h=BezierFactory.getBezierEasing(a,s,n,o).get,l=0,p=this.finalS,c=this.finalE,f=this.data.sh;if(2===f)l=h(l=c===p?i>=c?1:0:t(0,e(.5/(c-p)+(i-p)/(c-p),1)));else if(3===f)l=h(l=c===p?i>=c?0:1:1-t(0,e(.5/(c-p)+(i-p)/(c-p),1)));else if(4===f)c===p?l=0:(l=t(0,e(.5/(c-p)+(i-p)/(c-p),1)))<.5?l*=2:l=1-2*(l-.5),l=h(l);else if(5===f){if(c===p)l=0;else{var d=c-p,m=-d/2+(i=e(t(0,i+.5-p),c-p)),u=d/2;l=Math.sqrt(1-m*m/(u*u))}l=h(l)}else 6===f?(c===p?l=0:(i=e(t(0,i+.5-p),c-p),l=(1+Math.cos(Math.PI+2*Math.PI*i/(c-p)))/2),l=h(l)):(i>=r(p)&&(l=t(0,e(i-p<0?e(c,1)-(p-i):c-i,1))),l=h(l));return l*this.a.v},getValue:function(t){this.iterateDynamicProperties(),this._mdf=t||this._mdf,this._currentTextLength=this.elem.textProperty.currentData.l.length||0,t&&2===this.data.r&&(this.e.v=this._currentTextLength);var e=2===this.data.r?1:100/this.data.totalChars,r=this.o.v/e,i=this.s.v/e+r,a=this.e.v/e+r;if(i>a){var s=i;i=a,a=s}this.finalS=i,this.finalE=a}},extendPrototype([DynamicPropertyContainer],i),{getTextSelectorProp:function(t,e,r){return new i(t,e,r)}}}(),poolFactory=function(t,e,r){var i=0,a=t,s=createSizedArray(a);return{newElement:function(){return i?s[i-=1]:e()},release:function(t){i===a&&(s=pooling.double(s),a*=2),r&&r(t),s[i]=t,i+=1}}},pooling={double:function(t){return t.concat(createSizedArray(t.length))}},pointPool=poolFactory(8,(function(){return createTypedArray("float32",2)})),shapePool=(factory=poolFactory(4,(function(){return new ShapePath}),(function(t){var e,r=t._length;for(e=0;e0&&(this.maskElement.setAttribute("id",y),this.element.maskedElement.setAttribute(v,"url("+locationHref+"#"+y+")"),s.appendChild(this.maskElement)),this.viewData.length&&this.element.addRenderableComponent(this)}function HierarchyElement(){}function FrameElement(){}function TransformElement(){}function RenderableElement(){}function RenderableDOMElement(){}function ProcessedElement(t,e){this.elem=t,this.pos=e}function SVGStyleData(t,e){this.data=t,this.type=t.ty,this.d="",this.lvl=e,this._mdf=!1,this.closed=!0===t.hd,this.pElem=createNS("path"),this.msElem=null}function SVGShapeData(t,e,r){this.caches=[],this.styles=[],this.transformers=t,this.lStr="",this.sh=r,this.lvl=e,this._isAnimated=!!r.k;for(var i=0,a=t.length;i=0;e-=1)this.elements[e]||(r=this.layers[e]).ip-r.st<=t-this.layers[e].st&&r.op-r.st>t-this.layers[e].st&&this.buildItem(e),this.completeLayers=!!this.elements[e]&&this.completeLayers;this.checkPendingElements()},BaseRenderer.prototype.createItem=function(t){switch(t.ty){case 2:return this.createImage(t);case 0:return this.createComp(t);case 1:return this.createSolid(t);case 3:return this.createNull(t);case 4:return this.createShape(t);case 5:return this.createText(t);case 6:return this.createAudio(t);case 13:return this.createCamera(t);case 15:return this.createFootage(t);default:return this.createNull(t)}},BaseRenderer.prototype.createCamera=function(){throw new Error("You're using a 3d camera. Try the html renderer.")},BaseRenderer.prototype.createAudio=function(t){return new AudioElement(t,this.globalData,this)},BaseRenderer.prototype.createFootage=function(t){return new FootageElement(t,this.globalData,this)},BaseRenderer.prototype.buildAllItems=function(){var t,e=this.layers.length;for(t=0;t=0;e-=1)(this.completeLayers||this.elements[e])&&this.elements[e].prepareFrame(t-this.layers[e].st);if(this.globalData._mdf)for(e=0;er&&"meet"===s||ir&&"slice"===s)?(t-this.transformCanvas.w*(e/this.transformCanvas.h))/2*this.renderConfig.dpr:"xMax"===o&&(ir&&"slice"===s)?(t-this.transformCanvas.w*(e/this.transformCanvas.h))*this.renderConfig.dpr:0,this.transformCanvas.ty="YMid"===h&&(i>r&&"meet"===s||ir&&"meet"===s||i=0;t-=1)this.elements[t]&&this.elements[t].destroy();this.elements.length=0,this.globalData.canvasContext=null,this.animationItem.container=null,this.destroyed=!0},CanvasRenderer.prototype.renderFrame=function(t,e){if((this.renderedFrame!==t||!0!==this.renderConfig.clearCanvas||e)&&!this.destroyed&&-1!==t){var r;this.renderedFrame=t,this.globalData.frameNum=t-this.animationItem._isFirstFrame,this.globalData.frameId+=1,this.globalData._mdf=!this.renderConfig.clearCanvas||e,this.globalData.projectInterface.currentFrame=t;var i=this.layers.length;for(this.completeLayers||this.checkLayers(t),r=0;r=0;r-=1)(this.completeLayers||this.elements[r])&&this.elements[r].renderFrame();!0!==this.renderConfig.clearCanvas&&this.restore()}}},CanvasRenderer.prototype.buildItem=function(t){var e=this.elements;if(!e[t]&&99!==this.layers[t].ty){var r=this.createItem(this.layers[t],this,this.globalData);e[t]=r,r.initExpressions()}},CanvasRenderer.prototype.checkPendingElements=function(){for(;this.pendingElements.length;){this.pendingElements.pop().checkParenting()}},CanvasRenderer.prototype.hide=function(){this.animationItem.container.style.display="none"},CanvasRenderer.prototype.show=function(){this.animationItem.container.style.display="block"},extendPrototype([BaseRenderer],HybridRenderer),HybridRenderer.prototype.buildItem=SVGRenderer.prototype.buildItem,HybridRenderer.prototype.checkPendingElements=function(){for(;this.pendingElements.length;){this.pendingElements.pop().checkParenting()}},HybridRenderer.prototype.appendElementInPos=function(t,e){var r=t.getBaseElement();if(r){var i=this.layers[e];if(i.ddd&&this.supports3d)this.addTo3dContainer(r,e);else if(this.threeDElements)this.addTo3dContainer(r,e);else{for(var a,s,n=0;n=t)return this.threeDElements[e].perspectiveElem;e+=1}return null},HybridRenderer.prototype.createThreeDContainer=function(t,e){var r,i,a=createTag("div");styleDiv(a);var s=createTag("div");if(styleDiv(s),"3d"===e){(r=a.style).width=this.globalData.compSize.w+"px",r.height=this.globalData.compSize.h+"px";r.webkitTransformOrigin="50% 50%",r.mozTransformOrigin="50% 50%",r.transformOrigin="50% 50%";var n="matrix3d(1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1)";(i=s.style).transform=n,i.webkitTransform=n}a.appendChild(s);var o={container:s,perspectiveElem:a,startPos:t,endPos:t,type:e};return this.threeDElements.push(o),o},HybridRenderer.prototype.build3dContainers=function(){var t,e,r=this.layers.length,i="";for(t=0;t=0;t-=1)this.resizerElem.appendChild(this.threeDElements[t].perspectiveElem)},HybridRenderer.prototype.addTo3dContainer=function(t,e){for(var r=0,i=this.threeDElements.length;rn?(t=a/this.globalData.compSize.w,e=a/this.globalData.compSize.w,r=0,i=(s-this.globalData.compSize.h*(a/this.globalData.compSize.w))/2):(t=s/this.globalData.compSize.h,e=s/this.globalData.compSize.h,r=(a-this.globalData.compSize.w*(s/this.globalData.compSize.h))/2,i=0);var o=this.resizerElem.style;o.webkitTransform="matrix3d("+t+",0,0,0,0,"+e+",0,0,0,0,1,0,"+r+","+i+",0,1)",o.transform=o.webkitTransform},HybridRenderer.prototype.renderFrame=SVGRenderer.prototype.renderFrame,HybridRenderer.prototype.hide=function(){this.resizerElem.style.display="none"},HybridRenderer.prototype.show=function(){this.resizerElem.style.display="block"},HybridRenderer.prototype.initItems=function(){if(this.buildAllItems(),this.camera)this.camera.setup();else{var t,e=this.globalData.compSize.w,r=this.globalData.compSize.h,i=this.threeDElements.length;for(t=0;t1&&(s+=" C"+e.o[i-1][0]+","+e.o[i-1][1]+" "+e.i[0][0]+","+e.i[0][1]+" "+e.v[0][0]+","+e.v[0][1]),r.lastPath!==s){var n="";r.elem&&(e.c&&(n=t.inv?this.solidPath+s:s),r.elem.setAttribute("d",n)),r.lastPath=s}},MaskElement.prototype.destroy=function(){this.element=null,this.globalData=null,this.maskElement=null,this.data=null,this.masksProperties=null},HierarchyElement.prototype={initHierarchy:function(){this.hierarchy=[],this._isParent=!1,this.checkParenting()},setHierarchy:function(t){this.hierarchy=t},setAsParent:function(){this._isParent=!0},checkParenting:function(){void 0!==this.data.parent&&this.comp.buildElementParenting(this,this.data.parent,[])}},FrameElement.prototype={initFrame:function(){this._isFirstFrame=!1,this.dynamicProperties=[],this._mdf=!1},prepareProperties:function(t,e){var r,i=this.dynamicProperties.length;for(r=0;rt?!0!==this.isInRange&&(this.globalData._mdf=!0,this._mdf=!0,this.isInRange=!0,this.show()):!1!==this.isInRange&&(this.globalData._mdf=!0,this.isInRange=!1,this.hide())},renderRenderable:function(){var t,e=this.renderableComponents.length;for(t=0;t0;)h=i.transformers[u].mProps._mdf||h,m-=1,u-=1;if(h)for(m=g-i.styles[p].lvl,u=i.transformers.length-1;m>0;)d=i.transformers[u].mProps.v.props,f.transform(d[0],d[1],d[2],d[3],d[4],d[5],d[6],d[7],d[8],d[9],d[10],d[11],d[12],d[13],d[14],d[15]),m-=1,u-=1}else f=t;if(n=(c=i.sh.paths)._length,h){for(o="",s=0;s=1?v=.99:v<=-1&&(v=-.99);var b=o*v,_=Math.cos(g+e.a.v)*b+p[0],P=Math.sin(g+e.a.v)*b+p[1];h.setAttribute("fx",_),h.setAttribute("fy",P),l&&!e.g._collapsable&&(e.of.setAttribute("fx",_),e.of.setAttribute("fy",P))}}function o(t,e,r){var i=e.style,a=e.d;a&&(a._mdf||r)&&a.dashStr&&(i.pElem.setAttribute("stroke-dasharray",a.dashStr),i.pElem.setAttribute("stroke-dashoffset",a.dashoffset[0])),e.c&&(e.c._mdf||r)&&i.pElem.setAttribute("stroke","rgb("+bmFloor(e.c.v[0])+","+bmFloor(e.c.v[1])+","+bmFloor(e.c.v[2])+")"),(e.o._mdf||r)&&i.pElem.setAttribute("stroke-opacity",e.o.v),(e.w._mdf||r)&&(i.pElem.setAttribute("stroke-width",e.w.v),i.msElem&&i.msElem.setAttribute("stroke-width",e.w.v))}return{createRenderFunction:function(t){switch(t.ty){case"fl":return a;case"gf":return n;case"gs":return s;case"st":return o;case"sh":case"el":case"rc":case"sr":return i;case"tr":return r;default:return null}}}}();function ShapeTransformManager(){this.sequences={},this.sequenceList=[],this.transform_key_count=0}function CVShapeData(t,e,r,i){this.styledShapes=[],this.tr=[0,0,0,0,0,0];var a,s=4;"rc"===e.ty?s=5:"el"===e.ty?s=6:"sr"===e.ty&&(s=7),this.sh=ShapePropertyFactory.getShapeProp(t,e,s,t);var n,o=r.length;for(a=0;a=0;i-=1)r=t.transforms[i].transform.mProps.v.props,t.finalTransform.transform(r[0],r[1],r[2],r[3],r[4],r[5],r[6],r[7],r[8],r[9],r[10],r[11],r[12],r[13],r[14],r[15]);t._mdf=s},processSequences:function(t){var e,r=this.sequenceList.length;for(e=0;e=0&&!this.shapeModifiers[t].processShapes(this._isFirstFrame);t-=1);}},lcEnum:{1:"butt",2:"round",3:"square"},ljEnum:{1:"miter",2:"round",3:"bevel"},searchProcessedElement:function(t){for(var e=this.processedElements,r=0,i=e.length;r=0;r-=1)(this.completeLayers||this.elements[r])&&(this.elements[r].prepareFrame(this.renderedFrame-this.layers[r].st),this.elements[r]._mdf&&(this._mdf=!0))}},ICompElement.prototype.renderInnerContent=function(){var t,e=this.layers.length;for(t=0;t.1)&&this.audio.seek(this._currentTime/this.globalData.frameRate):(this.audio.play(),this.audio.seek(this._currentTime/this.globalData.frameRate),this._isPlaying=!0))},AudioElement.prototype.show=function(){},AudioElement.prototype.hide=function(){this.audio.pause(),this._isPlaying=!1},AudioElement.prototype.pause=function(){this.audio.pause(),this._isPlaying=!1,this._canPlay=!1},AudioElement.prototype.resume=function(){this._canPlay=!0},AudioElement.prototype.setRate=function(t){this.audio.rate(t)},AudioElement.prototype.volume=function(t){this.audio.volume(t)},AudioElement.prototype.getBaseElement=function(){return null},AudioElement.prototype.destroy=function(){},AudioElement.prototype.sourceRectAtTime=function(){},AudioElement.prototype.initExpressions=function(){},FootageElement.prototype.prepareFrame=function(){},extendPrototype([RenderableElement,BaseElement,FrameElement],FootageElement),FootageElement.prototype.getBaseElement=function(){return null},FootageElement.prototype.renderFrame=function(){},FootageElement.prototype.destroy=function(){},FootageElement.prototype.initExpressions=function(){this.layerInterface=FootageInterface(this)},FootageElement.prototype.getFootageData=function(){return this.footageData},extendPrototype([SVGRenderer,ICompElement,SVGBaseElement],SVGCompElement),extendPrototype([BaseElement,TransformElement,SVGBaseElement,HierarchyElement,FrameElement,RenderableDOMElement,ITextElement],SVGTextLottieElement),SVGTextLottieElement.prototype.createContent=function(){this.data.singleShape&&!this.globalData.fontManager.chars&&(this.textContainer=createNS("text"))},SVGTextLottieElement.prototype.buildTextContents=function(t){for(var e=0,r=t.length,i=[],a="";et?this.textSpans[t]:createNS(h?"path":"text"),b<=t&&(n.setAttribute("stroke-linecap","butt"),n.setAttribute("stroke-linejoin","round"),n.setAttribute("stroke-miterlimit","4"),this.textSpans[t]=n,this.layerElement.appendChild(n)),n.style.display="inherit"),p.reset(),p.scale(r.finalSize/100,r.finalSize/100),f&&(o[t].n&&(d=-y,m+=r.yOffset,m+=u?1:0,u=!1),this.applyTextPropertiesToMatrix(r,p,o[t].line,d,m),d+=o[t].l||0,d+=y),h?(l=(g=(v=this.globalData.fontManager.getCharData(r.finalText[t],i.fStyle,this.globalData.fontManager.getFontByName(r.f).fFamily))&&v.data||{}).shapes?g.shapes[0].it:[],f?c+=this.createPathShape(p,l):n.setAttribute("d",this.createPathShape(p,l))):(f&&n.setAttribute("transform","translate("+p.props[12]+","+p.props[13]+")"),n.textContent=o[t].val,n.setAttributeNS("http://www.w3.org/XML/1998/namespace","xml:space","preserve"));f&&n&&n.setAttribute("d",c)}else{var _=this.textContainer,P="start";switch(r.j){case 1:P="end";break;case 2:P="middle";break;default:P="start"}_.setAttribute("text-anchor",P),_.setAttribute("letter-spacing",y);var S=this.buildTextContents(r.finalText);for(e=S.length,m=r.ps?r.ps[1]+r.ascent:0,t=0;t1&&o&&this.setShapesAsAnimated(n)}},SVGShapeElement.prototype.setShapesAsAnimated=function(t){var e,r=t.length;for(e=0;e=0;o-=1){if((f=this.searchProcessedElement(t[o]))?e[o]=r[f-1]:t[o]._render=n,"fl"===t[o].ty||"st"===t[o].ty||"gf"===t[o].ty||"gs"===t[o].ty)f?e[o].style.closed=!1:e[o]=this.createStyleElement(t[o],a),t[o]._render&&i.appendChild(e[o].style.pElem),u.push(e[o].style);else if("gr"===t[o].ty){if(f)for(l=e[o].it.length,h=0;h=l?d<0?i:a:i+f*Math.pow((s-t)/d,1/r),p[c]=n,c+=1,o+=256/255;return p.join(" ")},SVGProLevelsFilter.prototype.renderFrame=function(t){if(t||this.filterManager._mdf){var e,r=this.filterManager.effectElements;this.feFuncRComposed&&(t||r[3].p._mdf||r[4].p._mdf||r[5].p._mdf||r[6].p._mdf||r[7].p._mdf)&&(e=this.getTableValue(r[3].p.v,r[4].p.v,r[5].p.v,r[6].p.v,r[7].p.v),this.feFuncRComposed.setAttribute("tableValues",e),this.feFuncGComposed.setAttribute("tableValues",e),this.feFuncBComposed.setAttribute("tableValues",e)),this.feFuncR&&(t||r[10].p._mdf||r[11].p._mdf||r[12].p._mdf||r[13].p._mdf||r[14].p._mdf)&&(e=this.getTableValue(r[10].p.v,r[11].p.v,r[12].p.v,r[13].p.v,r[14].p.v),this.feFuncR.setAttribute("tableValues",e)),this.feFuncG&&(t||r[17].p._mdf||r[18].p._mdf||r[19].p._mdf||r[20].p._mdf||r[21].p._mdf)&&(e=this.getTableValue(r[17].p.v,r[18].p.v,r[19].p.v,r[20].p.v,r[21].p.v),this.feFuncG.setAttribute("tableValues",e)),this.feFuncB&&(t||r[24].p._mdf||r[25].p._mdf||r[26].p._mdf||r[27].p._mdf||r[28].p._mdf)&&(e=this.getTableValue(r[24].p.v,r[25].p.v,r[26].p.v,r[27].p.v,r[28].p.v),this.feFuncB.setAttribute("tableValues",e)),this.feFuncA&&(t||r[31].p._mdf||r[32].p._mdf||r[33].p._mdf||r[34].p._mdf||r[35].p._mdf)&&(e=this.getTableValue(r[31].p.v,r[32].p.v,r[33].p.v,r[34].p.v,r[35].p.v),this.feFuncA.setAttribute("tableValues",e))}},SVGDropShadowEffect.prototype.renderFrame=function(t){if(t||this.filterManager._mdf){if((t||this.filterManager.effectElements[4].p._mdf)&&this.feGaussianBlur.setAttribute("stdDeviation",this.filterManager.effectElements[4].p.v/4),t||this.filterManager.effectElements[0].p._mdf){var e=this.filterManager.effectElements[0].p.v;this.feFlood.setAttribute("flood-color",rgbToHex(Math.round(255*e[0]),Math.round(255*e[1]),Math.round(255*e[2])))}if((t||this.filterManager.effectElements[1].p._mdf)&&this.feFlood.setAttribute("flood-opacity",this.filterManager.effectElements[1].p.v/255),t||this.filterManager.effectElements[2].p._mdf||this.filterManager.effectElements[3].p._mdf){var r=this.filterManager.effectElements[3].p.v,i=(this.filterManager.effectElements[2].p.v-90)*degToRads,a=r*Math.cos(i),s=r*Math.sin(i);this.feOffset.setAttribute("dx",a),this.feOffset.setAttribute("dy",s)}}};var _svgMatteSymbols=[];function SVGMatte3Effect(t,e,r){this.initialized=!1,this.filterManager=e,this.filterElem=t,this.elem=r,r.matteElement=createNS("g"),r.matteElement.appendChild(r.layerElement),r.matteElement.appendChild(r.transformedElement),r.baseElement=r.matteElement}function SVGEffects(t){var e,r,i=t.data.ef?t.data.ef.length:0,a=createElementID(),s=filtersFactory.createFilter(a,!0),n=0;for(this.filters=[],e=0;eo&&"xMidYMid slice"===h||n=0;t-=1)(this.completeLayers||this.elements[t])&&this.elements[t].renderFrame()},CVCompElement.prototype.destroy=function(){var t;for(t=this.layers.length-1;t>=0;t-=1)this.elements[t]&&this.elements[t].destroy();this.layers=null,this.elements=null},CVMaskElement.prototype.renderFrame=function(){if(this.hasMasks){var t,e,r,i,a=this.element.finalTransform.mat,s=this.element.canvasContext,n=this.masksProperties.length;for(s.beginPath(),t=0;t=0;s-=1){if((h=this.searchProcessedElement(t[s]))?e[s]=r[h-1]:t[s]._shouldRender=i,"fl"===t[s].ty||"st"===t[s].ty||"gf"===t[s].ty||"gs"===t[s].ty)h?e[s].style.closed=!1:e[s]=this.createStyleElement(t[s],m),f.push(e[s].style);else if("gr"===t[s].ty){if(h)for(o=e[s].it.length,n=0;n=0;a-=1)"tr"===e[a].ty?(s=r[a].transform,this.renderShapeTransform(t,s)):"sh"===e[a].ty||"el"===e[a].ty||"rc"===e[a].ty||"sr"===e[a].ty?this.renderPath(e[a],r[a]):"fl"===e[a].ty?this.renderFill(e[a],r[a],s):"st"===e[a].ty?this.renderStroke(e[a],r[a],s):"gf"===e[a].ty||"gs"===e[a].ty?this.renderGradientFill(e[a],r[a],s):"gr"===e[a].ty?this.renderShape(s,e[a].it,r[a].it):e[a].ty;i&&this.drawLayer()},CVShapeElement.prototype.renderStyledShape=function(t,e){if(this._isFirstFrame||e._mdf||t.transforms._mdf){var r,i,a,s=t.trNodes,n=e.paths,o=n._length;s.length=0;var h=t.transforms.finalTransform;for(a=0;a=1?c=.99:c<=-1&&(c=-.99);var f=l*c,d=Math.cos(p+e.a.v)*f+o[0],m=Math.sin(p+e.a.v)*f+o[1];i=n.createRadialGradient(d,m,0,o[0],o[1],l)}var u=t.g.p,y=e.g.c,g=1;for(s=0;s0&&o<1&&c[f].push(this.calculateF(o,t,e,r,i,f)):(h=s*s-4*n*a)>=0&&((l=(-s+bmSqrt(h))/(2*a))>0&&l<1&&c[f].push(this.calculateF(l,t,e,r,i,f)),(p=(-s-bmSqrt(h))/(2*a))>0&&p<1&&c[f].push(this.calculateF(p,t,e,r,i,f))));this.shapeBoundingBox.left=bmMin.apply(null,c[0]),this.shapeBoundingBox.top=bmMin.apply(null,c[1]),this.shapeBoundingBox.right=bmMax.apply(null,c[0]),this.shapeBoundingBox.bottom=bmMax.apply(null,c[1])},HShapeElement.prototype.calculateF=function(t,e,r,i,a,s){return bmPow(1-t,3)*e[s]+3*bmPow(1-t,2)*t*r[s]+3*(1-t)*bmPow(t,2)*i[s]+bmPow(t,3)*a[s]},HShapeElement.prototype.calculateBoundingBox=function(t,e){var r,i=t.length;for(r=0;r=t.x+t.width&&this.currentBBox.height+this.currentBBox.y>=t.y+t.height},HShapeElement.prototype.renderInnerContent=function(){if(this._renderShapeFrame(),!this.hidden&&(this._isFirstFrame||this._mdf)){var t=this.tempBoundingBox,e=999999;if(t.x=e,t.xMax=-e,t.y=e,t.yMax=-e,this.calculateBoundingBox(this.itemsData,t),t.width=t.xMax=0;t-=1){var i=this.hierarchy[t].finalTransform.mProp;this.mat.translate(-i.p.v[0],-i.p.v[1],i.p.v[2]),this.mat.rotateX(-i.or.v[0]).rotateY(-i.or.v[1]).rotateZ(i.or.v[2]),this.mat.rotateX(-i.rx.v).rotateY(-i.ry.v).rotateZ(i.rz.v),this.mat.scale(1/i.s.v[0],1/i.s.v[1],1/i.s.v[2]),this.mat.translate(i.a.v[0],i.a.v[1],i.a.v[2])}if(this.p?this.mat.translate(-this.p.v[0],-this.p.v[1],this.p.v[2]):this.mat.translate(-this.px.v,-this.py.v,this.pz.v),this.a){var a;a=this.p?[this.p.v[0]-this.a.v[0],this.p.v[1]-this.a.v[1],this.p.v[2]-this.a.v[2]]:[this.px.v-this.a.v[0],this.py.v-this.a.v[1],this.pz.v-this.a.v[2]];var s=Math.sqrt(Math.pow(a[0],2)+Math.pow(a[1],2)+Math.pow(a[2],2)),n=[a[0]/s,a[1]/s,a[2]/s],o=Math.sqrt(n[2]*n[2]+n[0]*n[0]),h=Math.atan2(n[1],o),l=Math.atan2(n[0],-n[2]);this.mat.rotateY(l).rotateX(-h)}this.mat.rotateX(-this.rx.v).rotateY(-this.ry.v).rotateZ(this.rz.v),this.mat.rotateX(-this.or.v[0]).rotateY(-this.or.v[1]).rotateZ(this.or.v[2]),this.mat.translate(this.globalData.compSize.w/2,this.globalData.compSize.h/2,0),this.mat.translate(0,0,this.pe.v);var p=!this._prevMat.equals(this.mat);if((p||this.pe._mdf)&&this.comp.threeDElements){var c,f,d;for(e=this.comp.threeDElements.length,t=0;t=0;r-=1)e[r].animation.destroy(t)},t.freeze=function(){n=!0},t.unfreeze=function(){n=!1,m()},t.setVolume=function(t,r){var a;for(a=0;athis.animationData.op&&(this.animationData.op=t.op,this.totalFrames=Math.floor(t.op-this.animationData.ip));var e,r,i=this.animationData.layers,a=i.length,s=t.layers,n=s.length;for(r=0;rthis.timeCompleted&&(this.currentFrame=this.timeCompleted),this.trigger("enterFrame"),this.renderFrame()},AnimationItem.prototype.renderFrame=function(){if(!1!==this.isLoaded&&this.renderer)try{this.renderer.renderFrame(this.currentFrame+this.firstFrame)}catch(t){this.triggerRenderFrameError(t)}},AnimationItem.prototype.play=function(t){t&&this.name!==t||!0===this.isPaused&&(this.isPaused=!1,this.audioController.resume(),this._idle&&(this._idle=!1,this.trigger("_active")))},AnimationItem.prototype.pause=function(t){t&&this.name!==t||!1===this.isPaused&&(this.isPaused=!0,this._idle=!0,this.trigger("_idle"),this.audioController.pause())},AnimationItem.prototype.togglePause=function(t){t&&this.name!==t||(!0===this.isPaused?this.play():this.pause())},AnimationItem.prototype.stop=function(t){t&&this.name!==t||(this.pause(),this.playCount=0,this._completedLoop=!1,this.setCurrentRawFrameValue(0))},AnimationItem.prototype.getMarkerData=function(t){for(var e,r=0;r=this.totalFrames-1&&this.frameModifier>0?this.loop&&this.playCount!==this.loop?e>=this.totalFrames?(this.playCount+=1,this.checkSegments(e%this.totalFrames)||(this.setCurrentRawFrameValue(e%this.totalFrames),this._completedLoop=!0,this.trigger("loopComplete"))):this.setCurrentRawFrameValue(e):this.checkSegments(e>this.totalFrames?e%this.totalFrames:0)||(r=!0,e=this.totalFrames-1):e<0?this.checkSegments(e%this.totalFrames)||(!this.loop||this.playCount--<=0&&!0!==this.loop?(r=!0,e=0):(this.setCurrentRawFrameValue(this.totalFrames+e%this.totalFrames),this._completedLoop?this.trigger("loopComplete"):this._completedLoop=!0)):this.setCurrentRawFrameValue(e),r&&(this.setCurrentRawFrameValue(e),this.pause(),this.trigger("complete"))}},AnimationItem.prototype.adjustSegment=function(t,e){this.playCount=0,t[1]0&&(this.playSpeed<0?this.setSpeed(-this.playSpeed):this.setDirection(-1)),this.totalFrames=t[0]-t[1],this.timeCompleted=this.totalFrames,this.firstFrame=t[1],this.setCurrentRawFrameValue(this.totalFrames-.001-e)):t[1]>t[0]&&(this.frameModifier<0&&(this.playSpeed<0?this.setSpeed(-this.playSpeed):this.setDirection(1)),this.totalFrames=t[1]-t[0],this.timeCompleted=this.totalFrames,this.firstFrame=t[0],this.setCurrentRawFrameValue(.001+e)),this.trigger("segmentStart")},AnimationItem.prototype.setSegment=function(t,e){var r=-1;this.isPaused&&(this.currentRawFrame+this.firstFramee&&(r=e-t)),this.firstFrame=t,this.totalFrames=e-t,this.timeCompleted=this.totalFrames,-1!==r&&this.goToAndStop(r,!0)},AnimationItem.prototype.playSegments=function(t,e){if(e&&(this.segments.length=0),"object"==typeof t[0]){var r,i=t.length;for(r=0;rr){var i=r;r=e,e=i}return Math.min(Math.max(t,e),r)}function radiansToDegrees(t){return t/degToRads}var radians_to_degrees=radiansToDegrees;function degreesToRadians(t){return t*degToRads}var degrees_to_radians=radiansToDegrees,helperLengthArray=[0,0,0,0,0,0];function length(t,e){if("number"==typeof t||t instanceof Number)return e=e||0,Math.abs(t-e);var r;e||(e=helperLengthArray);var i=Math.min(t.length,e.length),a=0;for(r=0;r.5?l/(2-n-o):l/(n+o),n){case i:e=(a-s)/l+(a1&&(r-=1),r<1/6?t+6*(e-t)*r:r<.5?e:r<2/3?t+(e-t)*(2/3-r)*6:t}function hslToRgb(t){var e,r,i,a=t[0],s=t[1],n=t[2];if(0===s)e=n,i=n,r=n;else{var o=n<.5?n*(1+s):n+s-n*s,h=2*n-o;e=hue2rgb(h,o,a+1/3),r=hue2rgb(h,o,a),i=hue2rgb(h,o,a-1/3)}return[e,r,i,t[3]]}function linear(t,e,r,i,a){if(void 0!==i&&void 0!==a||(i=e,a=r,e=0,r=1),r=r)return a;var n,o=r===e?0:(t-e)/(r-e);if(!i.length)return i+(a-i)*o;var h=i.length,l=createTypedArray("float32",h);for(n=0;n1){for(i=0;i1?e=1:e<0&&(e=0);var n=t(e);if($bm_isInstanceOfArray(a)){var o,h=a.length,l=createTypedArray("float32",h);for(o=0;odata.k[e].t&&tdata.k[e+1].t-t?(r=e+2,i=data.k[e+1].t):(r=e+1,i=data.k[e].t);break}}-1===r&&(r=e+1,i=data.k[e].t)}else r=0,i=0;var s={};return s.index=r,s.time=i/elem.comp.globalData.frameRate,s}function key(t){var e,r,i;if(!data.k.length||"number"==typeof data.k[0])throw new Error("The property has no keyframe at index "+t);t-=1,e={time:data.k[t].t/elem.comp.globalData.frameRate,value:[]};var a=Object.prototype.hasOwnProperty.call(data.k[t],"s")?data.k[t].s:data.k[t-1].e;for(i=a.length,r=0;rl.length-1)&&(e=l.length-1),i=p-(a=l[l.length-1-e].t)),"pingpong"===t){if(Math.floor((h-a)/i)%2!=0)return this.getValueAtTime((i-(h-a)%i+a)/this.comp.globalData.frameRate,0)}else{if("offset"===t){var c=this.getValueAtTime(a/this.comp.globalData.frameRate,0),f=this.getValueAtTime(p/this.comp.globalData.frameRate,0),d=this.getValueAtTime(((h-a)%i+a)/this.comp.globalData.frameRate,0),m=Math.floor((h-a)/i);if(this.pv.length){for(n=(o=new Array(c.length)).length,s=0;s=p)return this.pv;if(r?a=p+(i=e?Math.abs(this.elem.comp.globalData.frameRate*e):Math.max(0,this.elem.data.op-p)):((!e||e>l.length-1)&&(e=l.length-1),i=(a=l[e].t)-p),"pingpong"===t){if(Math.floor((p-h)/i)%2==0)return this.getValueAtTime(((p-h)%i+p)/this.comp.globalData.frameRate,0)}else{if("offset"===t){var c=this.getValueAtTime(p/this.comp.globalData.frameRate,0),f=this.getValueAtTime(a/this.comp.globalData.frameRate,0),d=this.getValueAtTime((i-(p-h)%i+p)/this.comp.globalData.frameRate,0),m=Math.floor((p-h)/i)+1;if(this.pv.length){for(n=(o=new Array(c.length)).length,s=0;s1?(a+t-s)/(e-1):1,o=0,h=0;for(r=this.pv.length?createTypedArray("float32",this.pv.length):0;on){var p=o,c=r.c&&o===h-1?0:o+1,f=(n-l)/s[o].addedLength;i=bez.getPointInSegment(r.v[p],r.v[c],r.o[p],r.i[c],f,s[o]);break}l+=s[o].addedLength,o+=1}return i||(i=r.c?[r.v[0][0],r.v[0][1]]:[r.v[r._length-1][0],r.v[r._length-1][1]]),i},vectorOnPath:function(t,e,r){1==t?t=this.v.c:0==t&&(t=.999);var i=this.pointOnPath(t,e),a=this.pointOnPath(t+.001,e),s=a[0]-i[0],n=a[1]-i[1],o=Math.sqrt(Math.pow(s,2)+Math.pow(n,2));return 0===o?[0,0]:"tangent"===r?[s/o,n/o]:[-n/o,s/o]},tangentOnPath:function(t,e){return this.vectorOnPath(t,e,"tangent")},normalOnPath:function(t,e){return this.vectorOnPath(t,e,"normal")},setGroupProperty:expressionHelpers.setGroupProperty,getValueAtTime:expressionHelpers.getStaticValueAtTime},extendPrototype([l],o),extendPrototype([l],h),h.prototype.getValueAtTime=function(t){return this._cachingAtTime||(this._cachingAtTime={shapeValue:shapePool.clone(this.pv),lastIndex:0,lastTime:initialDefaultFrame}),t*=this.elem.globalData.frameRate,(t-=this.offsetTime)!==this._cachingAtTime.lastTime&&(this._cachingAtTime.lastIndex=this._cachingAtTime.lastTime1&&(defaultCurveSegments=t);roundValues(!(defaultCurveSegments>=50))}function inBrowser(){return"undefined"!=typeof navigator}function installPlugin(t,e){"expressions"===t&&(expressionsPlugin=e)}function getFactory(t){switch(t){case"propertyFactory":return PropertyFactory;case"shapePropertyFactory":return ShapePropertyFactory;case"matrix":return Matrix;default:return null}}function checkReady(){"complete"===document.readyState&&(clearInterval(readyStateCheckInterval),searchAnimations())}function getQueryVariable(t){for(var e=queryString.split("&"),r=0;rObject.prototype.hasOwnProperty.call(t,e))}function fromURL(t){return _fromURL.apply(this,arguments)}function _fromURL(){return(_fromURL=_asyncToGenerator((function*(t){if("string"!=typeof t)throw new Error("The url value must be a string");var e;try{var r=new URL(t),i=yield fetch(r.toString());e=yield i.json()}catch(t){throw new Error("An error occurred while trying to load the Lottie file from URL")}return e}))).apply(this,arguments)}exports.PlayerState=void 0,PlayerState=exports.PlayerState||(exports.PlayerState={}),PlayerState.Destroyed="destroyed",PlayerState.Error="error",PlayerState.Frozen="frozen",PlayerState.Loading="loading",PlayerState.Paused="paused",PlayerState.Playing="playing",PlayerState.Stopped="stopped",exports.PlayMode=void 0,PlayMode=exports.PlayMode||(exports.PlayMode={}),PlayMode.Bounce="bounce",PlayMode.Normal="normal",exports.PlayerEvents=void 0,PlayerEvents=exports.PlayerEvents||(exports.PlayerEvents={}),PlayerEvents.Complete="complete",PlayerEvents.Destroyed="destroyed",PlayerEvents.Error="error",PlayerEvents.Frame="frame",PlayerEvents.Freeze="freeze",PlayerEvents.Load="load",PlayerEvents.Loop="loop",PlayerEvents.Pause="pause",PlayerEvents.Play="play",PlayerEvents.Ready="ready",PlayerEvents.Rendered="rendered",PlayerEvents.Stop="stop",exports.LottiePlayer=class extends LitElement{constructor(){super(...arguments),this.autoplay=!1,this.background="transparent",this.controls=!1,this.currentState=exports.PlayerState.Loading,this.description="Lottie animation",this.direction=1,this.hover=!1,this.intermission=1,this.loop=!1,this.mode=exports.PlayMode.Normal,this.preserveAspectRatio="xMidYMid meet",this.renderer="svg",this.speed=1,this._io=void 0,this._counter=0}load(t){var e=this;return _asyncToGenerator((function*(){if(e.shadowRoot){var r={container:e.container,loop:!1,autoplay:!1,renderer:e.renderer,rendererSettings:{preserveAspectRatio:e.preserveAspectRatio,clearCanvas:!1,progressiveLoad:!0,hideOnTransparent:!0}};try{var i=parseSrc(t),a={},s="string"==typeof i?"path":"animationData";e._lottie&&e._lottie.destroy(),e._lottie=lottie.loadAnimation(Object.assign(Object.assign({},r),{[s]:i})),e._attachEventListeners(),"path"===s?(a=yield fromURL(i),s="animationData"):a=i,isLottie(a)||(e.currentState=exports.PlayerState.Error,e.dispatchEvent(new CustomEvent(exports.PlayerEvents.Error)))}catch(t){return e.currentState=exports.PlayerState.Error,void e.dispatchEvent(new CustomEvent(exports.PlayerEvents.Error))}}}))()}getLottie(){return this._lottie}play(){this._lottie&&(this._lottie.play(),this.currentState=exports.PlayerState.Playing,this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Play)))}pause(){this._lottie&&(this._lottie.pause(),this.currentState=exports.PlayerState.Paused,this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Pause)))}stop(){this._lottie&&(this._counter=0,this._lottie.stop(),this.currentState=exports.PlayerState.Stopped,this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Stop)))}destroy(){this._lottie&&(this._lottie.destroy(),this.currentState=exports.PlayerState.Destroyed,this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Destroyed)),this.remove())}seek(t){if(this._lottie){var e=/^(\d+)(%?)$/.exec(t.toString());if(e){var r="%"===e[2]?this._lottie.totalFrames*Number(e[1])/100:Number(e[1]);this.seeker=r,this.currentState===exports.PlayerState.Playing?this._lottie.goToAndPlay(r,!0):(this._lottie.goToAndStop(r,!0),this._lottie.pause())}}}snapshot(){var t=!(arguments.length>0&&void 0!==arguments[0])||arguments[0];if(this.shadowRoot){var e=this.shadowRoot.querySelector(".animation svg"),r=(new XMLSerializer).serializeToString(e);if(t){var i=document.createElement("a");i.href="data:image/svg+xml;charset=utf-8,".concat(encodeURIComponent(r)),i.download="download_".concat(this.seeker,".svg"),document.body.appendChild(i),i.click(),document.body.removeChild(i)}return r}}setSpeed(){var t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:1;this._lottie&&this._lottie.setSpeed(t)}setDirection(t){this._lottie&&this._lottie.setDirection(t)}setLooping(t){this._lottie&&(this.loop=t,this._lottie.loop=t)}togglePlay(){return this.currentState===exports.PlayerState.Playing?this.pause():this.play()}toggleLooping(){this.setLooping(!this.loop)}resize(){this._lottie&&this._lottie.resize()}static get styles(){return styles}disconnectedCallback(){this._io&&(this._io.disconnect(),this._io=void 0),document.removeEventListener("visibilitychange",()=>this._onVisibilityChange()),this.destroy()}render(){var t=this.controls?"main controls":"main",e=this.controls?"animation controls":"animation";return html(_templateObject||(_templateObject=_taggedTemplateLiteral([' \n \n ',"\n \n ","\n "])),t,this.description,e,this.background,this.currentState===exports.PlayerState.Error?html(_templateObject2||(_templateObject2=_taggedTemplateLiteral(['

    ⚠️
    ']))):void 0,this.controls?this.renderControls():void 0)}firstUpdated(){"IntersectionObserver"in window&&(this._io=new IntersectionObserver(t=>{t[0].isIntersecting?this.currentState===exports.PlayerState.Frozen&&this.play():this.currentState===exports.PlayerState.Playing&&this.freeze()}),this._io.observe(this.container)),void 0!==document.hidden&&document.addEventListener("visibilitychange",()=>this._onVisibilityChange()),this.src&&this.load(this.src),this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Rendered))}renderControls(){var t=this.currentState===exports.PlayerState.Playing,e=this.currentState===exports.PlayerState.Paused,r=this.currentState===exports.PlayerState.Stopped;return html(_templateObject3||(_templateObject3=_taggedTemplateLiteral(['\n \n \n ','\n \n \n \n \n \n \n \n \n \n \n \n '])),this.togglePlay,t||e?"active":"",html(t?_templateObject4||(_templateObject4=_taggedTemplateLiteral(['\n \n '])):_templateObject5||(_templateObject5=_taggedTemplateLiteral(['\n \n ']))),this.stop,r?"active":"",this.seeker,this._handleSeekChange,()=>{this._prevState=this.currentState,this.freeze()},()=>{this._prevState===exports.PlayerState.Playing&&this.play()},this.seeker,this.toggleLooping,this.loop?"active":"")}_onVisibilityChange(){!0===document.hidden&&this.currentState===exports.PlayerState.Playing?this.freeze():this.currentState===exports.PlayerState.Frozen&&this.play()}_handleSeekChange(t){if(this._lottie&&!isNaN(t.target.value)){var e=t.target.value/100*this._lottie.totalFrames;this.seek(e)}}_attachEventListeners(){this._lottie.addEventListener("enterFrame",()=>{this.seeker=this._lottie.currentFrame/this._lottie.totalFrames*100,this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Frame,{detail:{frame:this._lottie.currentFrame,seeker:this.seeker}}))}),this._lottie.addEventListener("complete",()=>{this.currentState===exports.PlayerState.Playing?!this.loop||this.count&&this._counter>=this.count?this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Complete)):this.mode===exports.PlayMode.Bounce?(this.count&&(this._counter+=.5),setTimeout(()=>{this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Loop)),this.currentState===exports.PlayerState.Playing&&(this._lottie.setDirection(-1*this._lottie.playDirection),this._lottie.play())},this.intermission)):(this.count&&(this._counter+=1),window.setTimeout(()=>{this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Loop)),this.currentState===exports.PlayerState.Playing&&(this._lottie.stop(),this._lottie.play())},this.intermission)):this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Complete))}),this._lottie.addEventListener("DOMLoaded",()=>{this.setSpeed(this.speed),this.setDirection(this.direction),this.autoplay&&this.play(),this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Ready))}),this._lottie.addEventListener("data_ready",()=>{this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Load))}),this._lottie.addEventListener("data_failed",()=>{this.currentState=exports.PlayerState.Error,this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Error))}),this.container.addEventListener("mouseenter",()=>{this.hover&&this.currentState!==exports.PlayerState.Playing&&this.play()}),this.container.addEventListener("mouseleave",()=>{this.hover&&this.currentState===exports.PlayerState.Playing&&this.stop()})}freeze(){this._lottie&&(this._lottie.pause(),this.currentState=exports.PlayerState.Frozen,this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Freeze)))}},__decorate([property({type:Boolean})],exports.LottiePlayer.prototype,"autoplay",void 0),__decorate([property({type:String,reflect:!0})],exports.LottiePlayer.prototype,"background",void 0),__decorate([property({type:Boolean})],exports.LottiePlayer.prototype,"controls",void 0),__decorate([property({type:Number})],exports.LottiePlayer.prototype,"count",void 0),__decorate([property({type:String})],exports.LottiePlayer.prototype,"currentState",void 0),__decorate([property({type:String})],exports.LottiePlayer.prototype,"description",void 0),__decorate([property({type:Number})],exports.LottiePlayer.prototype,"direction",void 0),__decorate([property({type:Boolean})],exports.LottiePlayer.prototype,"hover",void 0),__decorate([property()],exports.LottiePlayer.prototype,"intermission",void 0),__decorate([property({type:Boolean,reflect:!0})],exports.LottiePlayer.prototype,"loop",void 0),__decorate([property()],exports.LottiePlayer.prototype,"mode",void 0),__decorate([property({type:String})],exports.LottiePlayer.prototype,"preserveAspectRatio",void 0),__decorate([property({type:String})],exports.LottiePlayer.prototype,"renderer",void 0),__decorate([property()],exports.LottiePlayer.prototype,"seeker",void 0),__decorate([property({type:Number})],exports.LottiePlayer.prototype,"speed",void 0),__decorate([property({type:String})],exports.LottiePlayer.prototype,"src",void 0),__decorate([query(".animation")],exports.LottiePlayer.prototype,"container",void 0),exports.LottiePlayer=__decorate([customElement("lottie-player")],exports.LottiePlayer),exports.parseSrc=parseSrc,Object.defineProperty(exports,"__esModule",{value:!0})})); +//# sourceMappingURL=lottie-player.js.map diff --git a/doc/mkdocs/js/termynal.js b/doc/mkdocs/js/termynal.js new file mode 100644 index 000000000..147bf4e66 --- /dev/null +++ b/doc/mkdocs/js/termynal.js @@ -0,0 +1,265 @@ +/** + * termynal.js + * A lightweight, modern and extensible animated terminal window, using + * async/await. + * + * @author Ines Montani + * @version 0.0.1 + * @license MIT + */ + +'use strict'; + +/** Generate a terminal widget. */ +class Termynal { + /** + * Construct the widget's settings. + * @param {(string|Node)=} container - Query selector or container element. + * @param {Object=} options - Custom settings. + * @param {string} options.prefix - Prefix to use for data attributes. + * @param {number} options.startDelay - Delay before animation, in ms. + * @param {number} options.typeDelay - Delay between each typed character, in ms. + * @param {number} options.lineDelay - Delay between each line, in ms. + * @param {number} options.progressLength - Number of characters displayed as progress bar. + * @param {string} options.progressChar – Character to use for progress bar, defaults to █. + * @param {number} options.progressPercent - Max percent of progress. + * @param {string} options.cursor – Character to use for cursor, defaults to ▋. + * @param {Object[]} lineData - Dynamically loaded line data objects. + * @param {boolean} options.noInit - Don't initialise the animation. + */ + constructor(container = '#termynal', options = {}) { + this.container = (typeof container === 'string') ? document.querySelector(container) : container; + this.pfx = `data-${options.prefix || 'ty'}`; + this.originalStartDelay = this.startDelay = options.startDelay + || parseFloat(this.container.getAttribute(`${this.pfx}-startDelay`)) || 300; + this.originalTypeDelay = this.typeDelay = options.typeDelay + || parseFloat(this.container.getAttribute(`${this.pfx}-typeDelay`)) || 30; + this.originalLineDelay = this.lineDelay = options.lineDelay + || parseFloat(this.container.getAttribute(`${this.pfx}-lineDelay`)) || 1500; + this.progressLength = options.progressLength + || parseFloat(this.container.getAttribute(`${this.pfx}-progressLength`)) || 40; + this.progressChar = options.progressChar + || this.container.getAttribute(`${this.pfx}-progressChar`) || '█'; + this.progressPercent = options.progressPercent + || parseFloat(this.container.getAttribute(`${this.pfx}-progressPercent`)) || 100; + this.cursor = options.cursor + || this.container.getAttribute(`${this.pfx}-cursor`) || '▋'; + this.lineData = this.lineDataToElements(options.lineData || []); + this.loadLines() + if (!options.noInit) this.init() + } + + loadLines() { + // Load all the lines and create the container so that the size is fixed + // Otherwise it would be changing and the user viewport would be constantly + // moving as she/he scrolls + const finish = this.generateFinish() + finish.style.visibility = 'hidden' + this.container.appendChild(finish) + // Appends dynamically loaded lines to existing line elements. + this.lines = [...this.container.querySelectorAll(`[${this.pfx}]`)].concat(this.lineData); + for (let line of this.lines) { + line.style.visibility = 'hidden' + this.container.appendChild(line) + } + const restart = this.generateRestart() + restart.style.visibility = 'hidden' + this.container.appendChild(restart) + this.container.setAttribute('data-termynal', ''); + } + + /** + * Initialise the widget, get lines, clear container and start animation. + */ + init() { + /** + * Calculates width and height of Termynal container. + * If container is empty and lines are dynamically loaded, defaults to browser `auto` or CSS. + */ + const containerStyle = getComputedStyle(this.container); + this.container.style.width = containerStyle.width !== '0px' ? + containerStyle.width : undefined; + this.container.style.minHeight = containerStyle.height !== '0px' ? + containerStyle.height : undefined; + + this.container.setAttribute('data-termynal', ''); + this.container.innerHTML = ''; + for (let line of this.lines) { + line.style.visibility = 'visible' + } + this.start(); + } + + /** + * Start the animation and rener the lines depending on their data attributes. + */ + async start() { + this.addFinish() + await this._wait(this.startDelay); + + for (let line of this.lines) { + const type = line.getAttribute(this.pfx); + const delay = line.getAttribute(`${this.pfx}-delay`) || this.lineDelay; + + if (type == 'input') { + line.setAttribute(`${this.pfx}-cursor`, this.cursor); + await this.type(line); + await this._wait(delay); + } + + else if (type == 'progress') { + await this.progress(line); + await this._wait(delay); + } + + else { + this.container.appendChild(line); + await this._wait(delay); + } + + line.removeAttribute(`${this.pfx}-cursor`); + } + this.addRestart() + this.finishElement.style.visibility = 'hidden' + this.lineDelay = this.originalLineDelay + this.typeDelay = this.originalTypeDelay + this.startDelay = this.originalStartDelay + } + + generateRestart() { + const restart = document.createElement('a') + restart.onclick = (e) => { + e.preventDefault() + this.container.innerHTML = '' + this.init() + } + restart.href = '#' + restart.setAttribute('data-terminal-control', '') + restart.innerHTML = "restart ↻" + return restart + } + + generateFinish() { + const finish = document.createElement('a') + finish.onclick = (e) => { + e.preventDefault() + this.lineDelay = 0 + this.typeDelay = 0 + this.startDelay = 0 + } + finish.href = '#' + finish.setAttribute('data-terminal-control', '') + finish.innerHTML = "fast →" + this.finishElement = finish + return finish + } + + addRestart() { + const restart = this.generateRestart() + this.container.appendChild(restart) + } + + addFinish() { + const finish = this.generateFinish() + this.container.appendChild(finish) + } + + /** + * Animate a typed line. + * @param {Node} line - The line element to render. + */ + async type(line) { + const chars = [...line.textContent]; + line.textContent = ''; + this.container.appendChild(line); + + for (let char of chars) { + const delay = line.getAttribute(`${this.pfx}-typeDelay`) || this.typeDelay; + await this._wait(delay); + line.textContent += char; + } + } + + /** + * Animate a progress bar. + * @param {Node} line - The line element to render. + */ + async progress(line) { + const progressLength = line.getAttribute(`${this.pfx}-progressLength`) + || this.progressLength; + const progressChar = line.getAttribute(`${this.pfx}-progressChar`) + || this.progressChar; + const chars = progressChar.repeat(progressLength); + const progressPercent = line.getAttribute(`${this.pfx}-progressPercent`) + || this.progressPercent; + line.textContent = ''; + this.container.appendChild(line); + + for (let i = 1; i < chars.length + 1; i++) { + await this._wait(this.typeDelay); + const percent = Math.round(i / chars.length * 100); + line.textContent = `${chars.slice(0, i)} ${percent}%`; + if (percent>progressPercent) { + break; + } + } + } + + /** + * Helper function for animation delays, called with `await`. + * @param {number} time - Timeout, in ms. + */ + _wait(time) { + return new Promise(resolve => setTimeout(resolve, time)); + } + + /** + * Converts line data objects into line elements. + * + * @param {Object[]} lineData - Dynamically loaded lines. + * @param {Object} line - Line data object. + * @returns {Element[]} - Array of line elements. + */ + lineDataToElements(lineData) { + return lineData.map(line => { + let div = document.createElement('div'); + div.innerHTML = `${line.value || ''}`; + + return div.firstElementChild; + }); + } + + /** + * Helper function for generating attributes string. + * + * @param {Object} line - Line data object. + * @returns {string} - String of attributes. + */ + _attributes(line) { + let attrs = ''; + for (let prop in line) { + // Custom add class + if (prop === 'class') { + attrs += ` class=${line[prop]} ` + continue + } + if (prop === 'type') { + attrs += `${this.pfx}="${line[prop]}" ` + } else if (prop !== 'value') { + attrs += `${this.pfx}-${prop}="${line[prop]}" ` + } + } + + return attrs; + } +} + +/** +* HTML API: If current script has container(s) specified, initialise Termynal. +*/ +if (document.currentScript.hasAttribute('data-termynal-container')) { + const containers = document.currentScript.getAttribute('data-termynal-container'); + containers.split('|') + .forEach(container => new Termynal(container)) +} + diff --git a/doc/mkdocs/requirements.txt b/doc/mkdocs/requirements.txt new file mode 100644 index 000000000..e287604b2 --- /dev/null +++ b/doc/mkdocs/requirements.txt @@ -0,0 +1,7 @@ +mike +mkdocs-material +python-markdown-math +mkdocs-awesome-pages-plugin +mkdocs-render-swagger-plugin +mkdocs-static-i18n +git+https://github.com/jarviszeng-zjc/markdown-include-snippet.git@develop-0.1.0#egg=markdown-include-snippet diff --git a/doc/mkdocs/theme/README.md b/doc/mkdocs/theme/README.md new file mode 100644 index 000000000..d5ce5dcea --- /dev/null +++ b/doc/mkdocs/theme/README.md @@ -0,0 +1 @@ +Mostly copied from https://github.com/cirruslabs/cirrus-ci-docs/tree/master/theme diff --git a/doc/mkdocs/theme/overrides/home.html b/doc/mkdocs/theme/overrides/home.html new file mode 100644 index 000000000..a43f46c49 --- /dev/null +++ b/doc/mkdocs/theme/overrides/home.html @@ -0,0 +1,92 @@ +{% extends "base.html" %} + + +{% block tabs %} +{{ super() }} + + + + + +
    +
    +
    + +
    + + + + +
    + + +
    +

    {{page.title}}

    +

    FATE Flow Base on: +

      +
    • Shared-State Scheduling Architecture
      • +
    • Secure Multi-Party Communication
      • +
    +

    +

    Providing production-level service capabilities: +

      +
    • Data Access
      • +
    • Component Registry
      • +
    • Federated Job&Task Scheduling
      • +
    • Multi-Party Resource Coordination
      • +
    • Data Flow Tracking
      • +
    • Real-Time Monitoring
      • +
    • Federated Model Registry
      • +
    • Multi-Party Cooperation Authority Management
      • +
    • CLI, REST API, Python API
      • +
    +

    +     Learn More + GitHub + +
    +
    +
    +
    +{% endblock %} + + +{% block content %}{% endblock %} + + +{% block footer %}{% endblock %} diff --git a/doc/mkdocs/theme/overrides/home.zh.html b/doc/mkdocs/theme/overrides/home.zh.html new file mode 100644 index 000000000..b44cf65e0 --- /dev/null +++ b/doc/mkdocs/theme/overrides/home.zh.html @@ -0,0 +1,90 @@ +{% extends "base.html" %} + + +{% block tabs %} +{{ super() }} + + + + + +
    +
    +
    + +
    + + + + +
    + + +
    +

    {{page.title}}

    +

    FATE Flow 基于 +

      +
    • 共享状态调度架构
      • +
    • 多方安全通信
      • +
    +

    +

    实现了端到端的联邦学习作业调度生产级服务，支持 +

      +
    • 数据接入
      • +
    • 任务组件注册中心
      • +
    • 联合作业&任务调度
      • +
    • 多方资源协调
      • +
    • 数据流动追踪
      • +
    • 作业实时监测
      • +
    • 联合模型注册中心
      • +
    • 多方合作权限管理
      • +
    +

    + Learn More + GitHub +
    +
    +
    +
    +{% endblock %} + + +{% block content %}{% endblock %} + + +{% block footer %}{% endblock %} diff --git a/doc/quick_start.md b/doc/quick_start.md index 5b6e1f402..970e9288b 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -31,10 +31,10 @@ fate_flow status/start/stop/restart ``` #### 1.2 单机版部署 -参考[单机版部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/standalone-deploy/README.zh.md) +参考[单机版部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/standalone-deploy/README.md) #### 1.3 集群部署 -参考[allinone部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md) +参考[allinone部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.md) ### 2. 使用指南 fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 diff --git a/doc/quick_start.zh.md b/doc/quick_start.zh.md new file mode 100644 index 000000000..970e9288b --- /dev/null +++ b/doc/quick_start.zh.md @@ -0,0 +1,561 @@ +## 快速入门 + +### 1. 环境部署 +以下三种模式可根据需求自行选择一种 +#### 1.1 Pypi包安装 +说明：此方式的运行模式为单机模式 +##### 1.1.1 安装 +- [conda](https://docs.conda.io/projects/miniconda/en/latest/)环境准备及安装 +- 创建虚拟环境 +```shell +# fate的运行环境为python>=3.8 +conda create -n fate_env python=3.8 +conda activate fate_env +``` +- 安装fate flow及相关依赖 +```shell +pip install fate_client[fate,fate_flow]==2.0.0.b0 +``` + +##### 1.1.2 服务初始化 +```shell +fate_flow init --ip 127.0.0.1 --port 9380 --home $HOME_DIR +``` +- ip: 服务运行ip +- port：服务运行时的http端口 +- home: 数据存储目录。主要包括：数据/模型/日志/作业配置/sqlite.db等内容 + +##### 1.1.3 服务启停 +```shell +fate_flow status/start/stop/restart +``` + +#### 1.2 单机版部署 +参考[单机版部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/standalone-deploy/README.md) + +#### 1.3 集群部署 +参考[allinone部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.md) + +### 2. 使用指南 +fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 + +#### 2.1 数据上传 +在2.0-beta版本中，数据上传分为两步： +- upload: 将数据上传到FATE支持存储服务中 +- transformer: 将数据转化成dataframe +##### 2.1.1 upload +##### 2.1.1.1 配置及数据 + - 上传配置位于[examples-upload](../examples/upload)，上传数据位于[upload-data](../examples/data) + - 你也可以使用自己的数据，并修改upload配置中的"meta"信息。 +##### 2.1.1.2 上传guest方数据 +```shell +flow data upload -c examples/upload/upload_guest.json +``` +- 需要记录返回的name和namespace，作为transformer的参数。 +##### 2.1.1.3 上传host方数据 +```shell +flow data upload -c examples/upload/upload_host.json +``` +- 需要记录返回的name和namespace，作为transformer的参数。 +##### 2.1.1.4 上传结果 +```json +{ + "code": 0, + "data": { + "name": "36491bc8-3fef-11ee-be05-16b977118319", + "namespace": "upload" + }, + "job_id": "202308211451535620150", + "message": "success" +} +``` +其中"namespace"和"name"是这份数据在fate中的标识，以便下面后续transformer阶段使用时可直接引用。 + +##### 2.1.1.5 数据查询 +因为upload为异步操作，需要确认是否上传成功才可进行后续操作。 +```shell +flow table query --namespace upload --name 36491bc8-3fef-11ee-be05-16b977118319 +``` +上传成功信息如下： +```json +{ + "code": 0, + "data": { + "count": 569, + "data_type": "table", + "engine": "standalone", + "meta": { + "delimiter": ",", + "dtype": "'float32", + "header": "extend_sid,id,x0,x1,x2,x3,x4,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16,x17,x18,x19", + "input_format": "dense", + "label_type": "int", + "match_id_name": "id", + "match_id_range": 0, + "sample_id_name": "extend_sid", + "tag_value_delimiter": ":", + "tag_with_value": false, + "weight_type": "float32" + }, + "name": "36491bc8-3fef-11ee-be05-16b977118319", + "namespace": "upload", + "path": "xxx", + "source": { + "component": "upload", + "output_artifact_key": "data", + "output_index": null, + "party_task_id": "", + "task_id": "", + "task_name": "upload" + } + }, + "message": "success" +} + +``` +若返回的code为0即为上传成功。 + +##### 2.1.2 transformer +##### 2.1.2.1 配置 + - transformer配置位于[examples-transformer](../examples/transformer) +##### 2.1.2.2 transformer guest +- 配置路径位于： examples/transformer/transformer_guest.json +- 修改配置中"data_warehouse"的"namespace"和"name"：上面upload guest阶段的输出 +```shell +flow data transformer -c examples/transformer/transformer_guest.json +``` +##### 2.1.2.3 transformer host +- 配置路径位于： examples/transformer/transformer_host.json +- 修改配置中"data_warehouse"的"namespace"和"name"：上面upload host阶段的输出 +```shell +flow data transformer -c examples/transformer/transformer_host.json +``` +##### 2.1.2.4 transformer结果 +```json +{ + "code": 0, + "data": { + "name": "breast_hetero_guest", + "namespace": "experiment" + }, + "job_id": "202308211557455662860", + "message": "success" +} +``` +其中"namespace"和"name"是这份数据在fate中的标识，后续建模作业中使用。 + +##### 2.1.2.5 查看数据是否上传成功 + +因为transformer也是异步操作，需要确认是否上传成功才可进行后续操作。 +```shell +flow table query --namespace experiment --name breast_hetero_guest +``` +```shell +flow table query --namespace experiment --name breast_hetero_host +``` +若返回的code为0即为上传成功。 + +#### 2.2 开始FATE作业 +##### 2.2.1 提交作业 +当你的数据准备好后，可以开始提交作业给FATE Flow： +- 训练job配置example位于[lr-train](../examples/lr/train_lr.yaml); +- 预测job配置example位于[lr-predict](../examples/lr/predict_lr.yaml);预测任务需要修改"dag.conf.model_warehouse"成训练作业的输出模型。 +- 训练和预测job配置中站点id为"9998"和"9999"。如果你的部署环境为集群版，需要替换成真实的站点id；单机版可使用默认配置。 +- 如果想要使用自己的数据，可以更改配置中guest和host的data_warehouse的namespace和name +- 提交作业的命令为: +```shell +flow job submit -c examples/lr/train_lr.yaml +``` +- 提交成功返回结果: +```json +{ + "code": 0, + "data": { + "model_id": "202308211911505128750", + "model_version": "0" + }, + "job_id": "202308211911505128750", + "message": "success" +} + +``` +这里的"data"内容即为该作业的输出模型。 + +##### 2.2.2 查询作业 +在作业的运行过程时，你可以通过查询命令获取作业的运行状态 +```shell +flow job query -j $job_id +``` + +##### 2.2.3 停止作业 +在作业的运行过程时，你可以通过停止作业命令来终止当前作业 +```shell +flow job stop -j $job_id +``` + +##### 2.2.4 重跑作业 +在作业的运行过程时，如果运行失败，你可以通过重跑命令来重跑当前作业 +```shell +flow job rerun -j $job_id +``` + +#### 2.3 获取作业输出结果 +作业的输出包括数据、模型和指标 +##### 2.3.1 输出指标 +查询输出指标命令： +```shell +flow output query-metric -j $job_id -r $role -p $party_id -tn $task_name +``` +如使用上面的训练dag提交任务，可以使用`flow output query-metric -j 202308211911505128750 -r arbiter -p 9998 -tn lr_0`查询。 +查询结果如下: +```json +{ + "code": 0, + "data": [ + { + "data": [ + { + "metric": [ + 0.0 + ], + "step": 0, + "timestamp": 1692616428.253495 + } + ], + "groups": [ + { + "index": null, + "name": "default" + }, + { + "index": null, + "name": "train" + } + ], + "name": "lr_loss", + "step_axis": "iterations", + "type": "loss" + }, + { + "data": [ + { + "metric": [ + -0.07785049080848694 + ], + "step": 1, + "timestamp": 1692616432.9727712 + } + ], + "groups": [ + { + "index": null, + "name": "default" + }, + { + "index": null, + "name": "train" + } + ], + "name": "lr_loss", + "step_axis": "iterations", + "type": "loss" + } + ], + "message": "success" +} + +``` + + +##### 2.3.2 输出模型 +###### 2.3.2.1 查询模型 +```shell +flow output query-model -j $job_id -r $role -p $party_id -tn $task_name +``` +如使用上面的训练dag提交任务，可以使用`flow output query-model -j 202308211911505128750 -r host -p 9998 -tn lr_0`查询。 +查询结果如下： +```json +{ + "code": 0, + "data": { + "output_model": { + "data": { + "estimator": { + "end_epoch": 10, + "is_converged": false, + "lr_scheduler": { + "lr_params": { + "start_factor": 0.7, + "total_iters": 100 + }, + "lr_scheduler": { + "_get_lr_called_within_step": false, + "_last_lr": [ + 0.07269999999999996 + ], + "_step_count": 10, + "base_lrs": [ + 0.1 + ], + "end_factor": 1.0, + "last_epoch": 9, + "start_factor": 0.7, + "total_iters": 100, + "verbose": false + }, + "method": "linear" + }, + "optimizer": { + "alpha": 0.001, + "l1_penalty": false, + "l2_penalty": true, + "method": "sgd", + "model_parameter": [ + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ] + ], + "model_parameter_dtype": "float32", + "optim_param": { + "lr": 0.1 + }, + "optimizer": { + "param_groups": [ + { + "dampening": 0, + "differentiable": false, + "foreach": null, + "initial_lr": 0.1, + "lr": 0.07269999999999996, + "maximize": false, + "momentum": 0, + "nesterov": false, + "params": [ + 0 + ], + "weight_decay": 0 + } + ], + "state": {} + } + }, + "param": { + "coef_": [ + [ + -0.10828543454408646 + ], + [ + -0.07341302931308746 + ], + [ + -0.10850320011377335 + ], + [ + -0.10066638141870499 + ], + [ + -0.04595951363444328 + ], + [ + -0.07001449167728424 + ], + [ + -0.08949052542448044 + ], + [ + -0.10958756506443024 + ], + [ + -0.04012322425842285 + ], + [ + 0.02270071767270565 + ], + [ + -0.07198350876569748 + ], + [ + 0.00548586156219244 + ], + [ + -0.06599288433790207 + ], + [ + -0.06410090625286102 + ], + [ + 0.016374297440052032 + ], + [ + -0.01607361063361168 + ], + [ + -0.011447405442595482 + ], + [ + -0.04352564364671707 + ], + [ + 0.013161249458789825 + ], + [ + 0.013506329618394375 + ] + ], + "dtype": "float32", + "intercept_": null + } + } + }, + "meta": { + "batch_size": null, + "epochs": 10, + "init_param": { + "fill_val": 0.0, + "fit_intercept": false, + "method": "zeros", + "random_state": null + }, + "label_count": false, + "learning_rate_param": { + "method": "linear", + "scheduler_params": { + "start_factor": 0.7, + "total_iters": 100 + } + }, + "optimizer_param": { + "alpha": 0.001, + "method": "sgd", + "optimizer_params": { + "lr": 0.1 + }, + "penalty": "l2" + }, + "ovr": false + } + } + }, + "message": "success" +} + +``` + +###### 2.3.2.2 下载模型 +```shell +flow output download-model -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir +``` +如使用上面的训练dag提交任务，可以使用`flow output download-model -j 202308211911505128750 -r host -p 9998 -tn lr_0 -o ./`下载。 +下载结果如下： +```json +{ + "code": 0, + "directory": "./output_model_202308211911505128750_host_9998_lr_0", + "message": "download success, please check the path: ./output_model_202308211911505128750_host_9998_lr_0" +} + + +``` + + +##### 2.3.3 输出数据 +###### 2.3.3.1 查询数据表 +```shell +flow output query-data-table -j $job_id -r $role -p $party_id -tn $task_name +``` +如使用上面的训练dag提交任务，可以使用`flow output query-data-table -j 202308211911505128750 -r host -p 9998 -tn binning_0`查询。 +查询结果如下： +```json +{ + "train_output_data": [ + { + "name": "9e28049c401311ee85c716b977118319", + "namespace": "202308211911505128750_binning_0" + } + ] +} +``` + +###### 2.3.3.2 预览数据 +```shell +flow output display-data -j $job_id -r $role -p $party_id -tn $task_name +``` +如使用上面的训练dag提交任务，可以使用`flow output display-data -j 202308211911505128750 -r host -p 9998 -tn binning_0`预览输出数据。 + +###### 2.3.3.3 下载数据 +```shell +flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir +``` +如使用上面的训练dag提交任务，可以使用`flow output download-data -j 202308211911505128750 -r guest -p 9999 -tn lr_0 -o ./`下载输出数据。 +下载结果如下： +```json +{ + "code": 0, + "directory": "./output_data_202308211911505128750_guest_9999_lr_0", + "message": "download success, please check the path: ./output_data_202308211911505128750_guest_9999_lr_0" +} + +``` + +### 3.更多文档 +- [Restful-api](./swagger/swagger.json) +- [CLI](https://github.com/FederatedAI/FATE-Client/blob/dev-2.0.0-beta/python/fate_client/flow_cli/build/doc) +- [Pipeline](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/tutorial) +- [FATE算法](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/2.0/components) diff --git a/doc/swagger/index.md b/doc/swagger/index.md new file mode 100644 index 000000000..5bb1f36d4 --- /dev/null +++ b/doc/swagger/index.md @@ -0,0 +1,3 @@ +## Swagger API + +!!swagger swagger.yaml!! diff --git a/doc/system_conf.zh.md b/doc/system_conf.zh.md new file mode 100644 index 000000000..5d83c58cd --- /dev/null +++ b/doc/system_conf.zh.md @@ -0,0 +1,221 @@ +### 系统配置描述文档 +FATE Flow使用yaml定义系统配置，配置路径位于: conf/service_conf.yaml, 具体配置内容及其含义如下： + +| 配置项 | 说明 | 值 | +|----------------------|------|------------------------------| +| party_id | 本方站点id | 如: "9999", "10000 | +| use_registry | 是否使用注册中心，当前仅支持zookeeper模式，需要保证zookeeper的配置正确；
    注：若使用高可用模式，需保证该配置设置为true | true/false | +| encrypt | 加密模块 | 见[加密模块](#加密模块) | +| fateflow | FATE Flow服务的配置，主要包括端口、命令通道服务、代理等 | 见[FateFlow配置](#fateflow配置) | +| database | 数据库服务的配置信息 | 见[数据库配置](#数据库配置) | +| default_engines | 系统的引擎服务，主要包括计算、存储和通信引擎 | 见[引擎配置](#引擎配置) | +| default_provider | 组件的来源信息，主要包括提供方名称、组件版本和运行模式 | 见[默认注册算法配置](#默认注册算法配置) | +| federation | 通信服务池 | 见[通信引擎池](#通信引擎池) | +| computing | 计算服务池 | 见[计算引擎池](#计算引擎池) | +| storage | 存储服务池 | 见[存储引擎池](#存储配置) | +| hook_module | 钩子配置，当前支持客户端认证、站点端认证以及鉴权钩子 | 见[钩子模块配置](#钩子模块配置) | +| authentication | 认证&&鉴权开关 | 见[认证开关](#认证开关) | +| model_store | 模型存储配置 | 见[模型存储](#模型存储) | +| zookeeper | zookeeper服务的配置 | 见[zookeeper配置](#zookeeper配置) | + +#### 加密模块 +```yaml +key_0: + module: fate_flow.hub.encrypt.password_encrypt#pwdecrypt + private_path: private_key.pem +``` +该加密模块主要用于密码(如mysql密码)等内容加密： +- 其中"key_0"为加密模块的key(可以自定义名字)，便于其它配置中直接引用，多套加密模式共存。 + - module: 加密模块，拼接规则为：加密模块 + "#" + 加密函数。 + - private_path：密钥路径。如填相对路径，其根目录位于fate_flow/conf/ + +#### FateFlow配置 +```yaml +host: 127.0.0.1 +http_port: 9380 +grpc_port: 9360 +proxy_name: rollsite +nginx: + host: + http_port: + grpc_port: +``` +- host: 主机地址; +- http_port：http端口号; +- grpc_port: grpc端口号; +- proxy_name: 命令通道服务名，支持osx/rollsite/nginx。详细配置需要在[通信引擎池](#通信引擎池) 里面配置; +- nginx: 代理服务配置，用于负载均衡。 + +#### 数据库配置 +```yaml +engine: sqlite +decrypt_key: +mysql: + name: fate_flow + user: fate + passwd: fate + host: 127.0.0.1 + port: 3306 + max_connections: 100 + stale_timeout: 30 +sqlite: + path: +``` +- engine: 数据库引擎名字，如这里填"mysql"，则需要更新mysql的配置详细配置。 +- decrypt_key: 加密模块,需要从[加密模块](#加密模块)中选择。 若不配置，视为不使用密码加密；若使用，则需要将下面的passwd相应设置为密文。 +- mysql: mysql服务配置；若使用密码加密功能，需要将此配置中的"passwd"设置为密文，并在[加密模块](#加密模块)中配置密钥路径 +- sqlite: sqlite文件路径，默认路径为fate_flow/fate_flow_sqlite.db + +#### 引擎配置 +```yaml +default_engines: + computing: standalone + federation: standalone + storage: standalone +``` + +- computing: 计算引擎，支持"standalone"、"eggroll"、"spark" +- federation: 通信引擎，支持"standalone"、"rollsite"、"osx"、"rabbitmq"、"pulsar" +- storage: 存储引擎，支持"standalone"、"eggroll"、"hdfs" + +#### 默认注册算法配置 +- name: 算法名称 +- version: 算法版本，若不配置，则使用fateflow.env中的配置 +- device: 算法启动方式, local/docker/k8s等 + +#### 通信引擎池 +##### pulsar +```yaml +pulsar: + host: 192.168.0.5 + port: 6650 + mng_port: 8080 + cluster: standalone + tenant: fl-tenant + topic_ttl: 30 + # default conf/pulsar_route_table.yaml + route_table: + # mode: replication / client, default: replication + mode: replication + max_message_size: 1048576 +``` +##### nginx: +```yaml +nginx: + host: 127.0.0.1 + http_port: 9300 + grpc_port: 9310 + # http or grpc + protocol: http +``` + +##### rabbitmq +```yaml +nginx: + host: 127.0.0.1 + http_port: 9300 + grpc_port: 9310 + # http or grpc + protocol: http +``` + +##### rollsite +```yaml +rollsite: + host: 127.0.0.1 + port: 9370 +``` + +##### osx +```yaml + host: 127.0.0.1 + port: 9370 +``` + +#### 计算引擎池 +##### standalone +```yaml + cores: 32 +``` +- cores: 资源总数 + +##### eggroll +```yaml +eggroll: + cores: 32 + nodes: 2 +``` +- cores: 集群资源总数 +- nodes: 集群node-manager数量 + +##### spark +```yaml +eggroll: + home: + cores: 32 +``` +- home: spark home目录，如果不填，将使用"pyspark"作为计算引擎。 +- cores: 资源总数 + +#### 存储引擎池 +```yaml + hdfs: + name_node: hdfs://fate-cluster +``` + +## 钩子模块配置 +```yaml +hook_module: + client_authentication: fate_flow.hook.flow.client_authentication + site_authentication: fate_flow.hook.flow.site_authentication + permission: fate_flow.hook.flow.permission +``` +- client_authentication: 客户端认证钩子 +- site_authentication: 站点认证钩子 +- permission: 权限认证钩子 + +## 认证开关 +```yaml +authentication: + client: false + site: false + permission: false +``` + +## 模型存储 +```yaml +model_store: + engine: file + decrypt_key: + file: + path: + mysql: + name: fate_flow + user: fate + passwd: fate + host: 127.0.0.1 + port: 3306 + max_connections: 100 + stale_timeout: 30 + tencent_cos: + Region: + SecretId: + SecretKey: + Bucket: +``` +- engine: 模型存储引擎，支持"file"、"mysql"和"tencent_cos"。 +- decrypt_key: 加密模块,需要从[加密模块](#加密模块)中选择。 若不配置，视为不使用密码加密；若使用，则需要将下面的passwd相应设置为密文。 +- file: 模型存储目录，默认位于： fate_flow/model +- mysql: mysql服务配置；若使用密码加密功能，需要将此配置中的"passwd"设置为密文，并在[加密模块](#加密模块)中配置密钥路径 +- tencent_cos: 腾讯云密钥配置 + + +#### zookeeper配置 +```yaml +zookeeper: + hosts: + - 127.0.0.1:2181 + use_acl: true + user: fate + password: fate +``` \ No newline at end of file diff --git a/mkdocs.yml b/mkdocs.yml index 18d5dd94a..8b3f7a461 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -9,25 +9,9 @@ nav: - Home: index.md - Docs: #- ... | flat | *.md - - document_navigation.md - fate_flow.md - - fate_flow_data_access.md - - fate_flow_component_registry.md - - fate_flow_job_scheduling.md - - fate_flow_resource_management.md - - fate_flow_tracking.md - - fate_flow_monitoring.md - - fate_flow_model_registry.md - - fate_flow_authority_management.md - - fate_flow_permission_management.md - - fate_flow_server_operation.md - - fate_flow_service_registry.md - - fate_flow_model_migration.md - - fate_flow_client.md - - fate_flow_http_api_call_demo.md - - configuration_instruction.md - - system_operational.md - - faq.md + - quick_start.md + - system_conf.md - API: swagger/index.md theme: @@ -64,7 +48,13 @@ plugins: - i18n: default_language: en languages: - zh: 中文 + - locale: zh + name: 中文 + build: true + - locale: en + name: English + build: true + default: true - markdown-include-snippet: base_path: doc From 0cb27a58b7fe1ea6a1f3d35715f24bf7c22a59c0 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 8 Sep 2023 16:42:09 +0800 Subject: [PATCH 298/482] update examples Signed-off-by: zhihuiwan <15779896112@163.com> --- examples/lr/predict_lr.yaml | 110 ++++++++++++++++++++++++++++++------ examples/lr/train_lr.yaml | 56 ++++++++++-------- 2 files changed, 126 insertions(+), 40 deletions(-) diff --git a/examples/lr/predict_lr.yaml b/examples/lr/predict_lr.yaml index 7afee652b..fe3ed16d9 100644 --- a/examples/lr/predict_lr.yaml +++ b/examples/lr/predict_lr.yaml @@ -1,7 +1,7 @@ dag: conf: model_warehouse: - model_id: '202308211824193580540' + model_id: '202309081631313722080' model_version: '0' parties: - party_id: @@ -46,6 +46,64 @@ dag: - host stage: predict tasks: + binning_0: + component_ref: hetero_feature_binning + dependent_tasks: + - scale_0 + inputs: + data: + test_data: + task_output_artifact: + output_artifact_key: test_output_data + producer_task: scale_0 + model: + input_model: + model_warehouse: + output_artifact_key: output_model + producer_task: binning_0 + parameters: + adjustment_factor: 0.5 + bin_col: null + bin_idx: null + category_col: null + category_idx: null + local_only: false + method: quantile + n_bins: 10 + relative_error: 1.0e-06 + skip_metrics: false + split_pt_dict: null + transform_method: null + use_anonymous: false + parties: + - party_id: + - '9999' + role: guest + - party_id: + - '9998' + role: host + evaluation_0: + component_ref: evaluation + dependent_tasks: + - lr_0 + inputs: + data: + input_data: + task_output_artifact: + - output_artifact_key: test_output_data + producer_task: lr_0 + roles: + - guest + parameters: + default_eval_setting: binary + label_column_name: null + metrics: null + predict_column_name: null + parties: + - party_id: + - '9999' + role: guest + stage: default lr_0: component_ref: coordinated_lr dependent_tasks: @@ -71,20 +129,7 @@ dag: batch_size: null early_stop: diff epochs: 10 - init_param: - fit_intercept: true - method: zeros - learning_rate_scheduler: - method: linear - scheduler_params: - start_factor: 0.7 - total_iters: 100 - optimizer: - alpha: 0.001 - method: SGD - optimizer_params: - lr: 0.1 - penalty: l2 + floating_point_precision: 23 output_cv_data: true threshold: 0.5 tol: 0.0001 @@ -101,8 +146,8 @@ dag: - '9998' role: host stage: default - selection_0: - component_ref: hetero_feature_selection + scale_0: + component_ref: feature_scale dependent_tasks: - psi_0 inputs: @@ -111,6 +156,35 @@ dag: task_output_artifact: output_artifact_key: output_data producer_task: psi_0 + model: + input_model: + model_warehouse: + output_artifact_key: output_model + producer_task: scale_0 + parameters: + feature_range: null + method: standard + scale_col: null + scale_idx: null + strict_range: true + use_anonymous: false + parties: + - party_id: + - '9999' + role: guest + - party_id: + - '9998' + role: host + selection_0: + component_ref: hetero_feature_selection + dependent_tasks: + - scale_0 + inputs: + data: + test_data: + task_output_artifact: + output_artifact_key: test_output_data + producer_task: scale_0 model: input_model: model_warehouse: @@ -135,4 +209,4 @@ dag: - party_id: - '9998' role: host -schema_version: 2.0.0.alpha +schema_version: 2.0.0.beta diff --git a/examples/lr/train_lr.yaml b/examples/lr/train_lr.yaml index c9abd2308..b7d0384b4 100644 --- a/examples/lr/train_lr.yaml +++ b/examples/lr/train_lr.yaml @@ -45,13 +45,13 @@ dag: binning_0: component_ref: hetero_feature_binning dependent_tasks: - - psi_0 + - scale_0 inputs: data: train_data: task_output_artifact: - output_artifact_key: output_data - producer_task: psi_0 + output_artifact_key: train_output_data + producer_task: scale_0 model: {} parameters: adjustment_factor: 0.5 @@ -88,7 +88,7 @@ dag: - guest parameters: default_eval_setting: binary - label_column_name: y + label_column_name: null metrics: null predict_column_name: null parties: @@ -114,20 +114,7 @@ dag: batch_size: null early_stop: diff epochs: 10 - init_param: - fit_intercept: true - method: zeros - learning_rate_scheduler: - method: linear - scheduler_params: - start_factor: 0.7 - total_iters: 100 - optimizer: - alpha: 0.001 - method: SGD - optimizer_params: - lr: 0.1 - penalty: l2 + floating_point_precision: 23 output_cv_data: true threshold: 0.5 tol: 0.0001 @@ -144,10 +131,9 @@ dag: - '9998' role: host stage: default - selection_0: - component_ref: hetero_feature_selection + scale_0: + component_ref: feature_scale dependent_tasks: - - binning_0 - psi_0 inputs: data: @@ -155,6 +141,32 @@ dag: task_output_artifact: output_artifact_key: output_data producer_task: psi_0 + model: {} + parameters: + feature_range: null + method: standard + scale_col: null + scale_idx: null + strict_range: true + use_anonymous: false + parties: + - party_id: + - '9999' + role: guest + - party_id: + - '9998' + role: host + selection_0: + component_ref: hetero_feature_selection + dependent_tasks: + - binning_0 + - scale_0 + inputs: + data: + train_data: + task_output_artifact: + output_artifact_key: train_output_data + producer_task: scale_0 model: input_models: task_output_artifact: @@ -179,4 +191,4 @@ dag: - party_id: - '9998' role: host -schema_version: 2.0.0.alpha +schema_version: 2.0.0.beta From 1df2e6bff212f6e562aadc4dd816464fa9b56433 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 10:44:08 +0800 Subject: [PATCH 299/482] update doc.yml Signed-off-by: zhihuiwan <15779896112@163.com> --- .github/workflows/doc.yml | 15 +++++++-------- 1 file changed, 7 insertions(+), 8 deletions(-) diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml index ccbcd5b2a..903ca8789 100644 --- a/.github/workflows/doc.yml +++ b/.github/workflows/doc.yml @@ -4,8 +4,7 @@ on: push: branches: - 'main' - - 'develop-[0-9]+.[0-9]+.[0-9]+' - - 'build-doc-[0-9]+.[0-9]+.[0-9]+' + - 'develop-[0-9].[0-9].[0-9]' schedule: - cron: '0 8 * * *' @@ -13,12 +12,12 @@ on: workflow_dispatch: {} concurrency: - group: doc_generator_${{ github.ref_name }} + group: doc_generator_${{ github.ref }} # 使用 github.ref 代替 github.ref_name cancel-in-progress: true jobs: doc_generator: - name: generate doc on branch ${{ github.ref_name }} + name: generate doc on branch ${{ github.ref }} runs-on: ubuntu-latest steps: - name: check out the repo @@ -39,13 +38,13 @@ jobs: - name: build doc via mike shell: bash run: | - if [[ "${{ github.ref_name }}" == 'main' ]]; then + if [[ '${{ github.ref_name }}' == 'main' ]]; then VERSION=latest ALIAS='main master' - elif [[ "${{ github.ref_name }}" == 'develop-'* ]]; then + elif [[ '${{ github.ref_name }}' == 'develop-'* ]]; then VERSION="${{ github.ref_name | replace('develop-', '') }}" - elif [[ "${{ github.ref_name }}" == 'build-doc-'* ]]; then - VERSION="${{ github.ref_name | replace('build-doc-', '') }}" + elif [[ '${{ github.ref_name }}' == 'build-doc-'* ]]; then + VERSION='${{ github.ref_name | replace('build-doc-', '') }}' fi mike deploy --push --update-aliases "$VERSION" $ALIAS From 22195bdfbc3b7fce1f2863a2f2555e7277d427fb Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 10:45:38 +0800 Subject: [PATCH 300/482] update doc.yml Signed-off-by: zhihuiwan <15779896112@163.com> --- .github/workflows/doc.yml | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml index 903ca8789..8bd31381f 100644 --- a/.github/workflows/doc.yml +++ b/.github/workflows/doc.yml @@ -4,7 +4,8 @@ on: push: branches: - 'main' - - 'develop-[0-9].[0-9].[0-9]' + - 'develop-[0-9]+.[0-9]+.[0-9]+' + - 'build-doc-[0-9]+.[0-9]+.[0-9]+' schedule: - cron: '0 8 * * *' @@ -12,12 +13,12 @@ on: workflow_dispatch: {} concurrency: - group: doc_generator_${{ github.ref }} # 使用 github.ref 代替 github.ref_name + group: doc_generator_${{ github.ref_name }} cancel-in-progress: true jobs: doc_generator: - name: generate doc on branch ${{ github.ref }} + name: generate doc on branch ${{ github.ref_name }} runs-on: ubuntu-latest steps: - name: check out the repo From 27a088460f1cf8c37c3f538f64621e6d02b5b01f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 10:48:24 +0800 Subject: [PATCH 301/482] update doc.yml Signed-off-by: zhihuiwan <15779896112@163.com> --- .github/workflows/doc.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml index 8bd31381f..60f44ef7e 100644 --- a/.github/workflows/doc.yml +++ b/.github/workflows/doc.yml @@ -43,7 +43,7 @@ jobs: VERSION=latest ALIAS='main master' elif [[ '${{ github.ref_name }}' == 'develop-'* ]]; then - VERSION="${{ github.ref_name | replace('develop-', '') }}" + VERSION='${{ github.ref_name | replace('develop-', '') }}' elif [[ '${{ github.ref_name }}' == 'build-doc-'* ]]; then VERSION='${{ github.ref_name | replace('build-doc-', '') }}' fi From 620ab7898646f953ffeb9b9f49c269710e114ac9 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 10:56:21 +0800 Subject: [PATCH 302/482] update doc.yml Signed-off-by: zhihuiwan <15779896112@163.com> --- .github/workflows/doc.yml | 14 +++++--------- 1 file changed, 5 insertions(+), 9 deletions(-) diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml index 60f44ef7e..842f7ea89 100644 --- a/.github/workflows/doc.yml +++ b/.github/workflows/doc.yml @@ -39,14 +39,10 @@ jobs: - name: build doc via mike shell: bash run: | - if [[ '${{ github.ref_name }}' == 'main' ]]; then - VERSION=latest - ALIAS='main master' - elif [[ '${{ github.ref_name }}' == 'develop-'* ]]; then - VERSION='${{ github.ref_name | replace('develop-', '') }}' - elif [[ '${{ github.ref_name }}' == 'build-doc-'* ]]; then - VERSION='${{ github.ref_name | replace('build-doc-', '') }}' - fi - + VERSION='${{ github.ref_name }}' + [ "$VERSION" == main ] && { VERSION=latest; ALIAS='main master'; } + VERSION="${VERSION#develop-}" + VERSION="${VERSION#build-doc-}" + mike deploy --push --update-aliases "$VERSION" $ALIAS mike set-default --push latest From df88c2408abda2f2d81647c08cc7e52a450d83d9 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 11:01:01 +0800 Subject: [PATCH 303/482] update png Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/images/fate_arch.png | Bin 0 -> 354931 bytes doc/images/fate_deploy_directory.png | Bin 0 -> 247468 bytes doc/images/fate_flow_arch.png | Bin 0 -> 355893 bytes doc/images/fate_flow_authorization.png | Bin 0 -> 138469 bytes doc/images/fate_flow_component_dsl.png | Bin 0 -> 77828 bytes doc/images/fate_flow_component_registry.png | Bin 0 -> 298810 bytes doc/images/fate_flow_dag.png | Bin 0 -> 91996 bytes doc/images/fate_flow_detector.png | Bin 0 -> 69880 bytes doc/images/fate_flow_dsl.png | Bin 0 -> 300942 bytes doc/images/fate_flow_inputoutput.png | Bin 0 -> 187270 bytes doc/images/fate_flow_logical_arch.png | Bin 0 -> 450147 bytes doc/images/fate_flow_major_feature.png | Bin 0 -> 169718 bytes doc/images/fate_flow_model_storage.png | Bin 0 -> 159813 bytes doc/images/fate_flow_pipelined_model.png | Bin 0 -> 208964 bytes doc/images/fate_flow_resource_process.png | Bin 0 -> 100651 bytes doc/images/fate_flow_scheduling_arch.png | Bin 0 -> 218949 bytes doc/images/federated_learning_pipeline.png | Bin 0 -> 111344 bytes 17 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 doc/images/fate_arch.png create mode 100644 doc/images/fate_deploy_directory.png create mode 100644 doc/images/fate_flow_arch.png create mode 100644 doc/images/fate_flow_authorization.png create mode 100644 doc/images/fate_flow_component_dsl.png create mode 100644 doc/images/fate_flow_component_registry.png create mode 100644 doc/images/fate_flow_dag.png create mode 100644 doc/images/fate_flow_detector.png create mode 100644 doc/images/fate_flow_dsl.png create mode 100644 doc/images/fate_flow_inputoutput.png create mode 100644 doc/images/fate_flow_logical_arch.png create mode 100644 doc/images/fate_flow_major_feature.png create mode 100644 doc/images/fate_flow_model_storage.png create mode 100644 doc/images/fate_flow_pipelined_model.png create mode 100644 doc/images/fate_flow_resource_process.png create mode 100644 doc/images/fate_flow_scheduling_arch.png create mode 100644 doc/images/federated_learning_pipeline.png diff --git a/doc/images/fate_arch.png b/doc/images/fate_arch.png new file mode 100644 index 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zNkRw!lAaqwH~*?Kk2yz5vlpd`rsUS?wS5-@1+CrRhh~^Oqlwi;0TbQUD8}!J#LL0? z%?Jga`bsoSSUNYyViUlpZ_QO-XMBtTC6E8mISp`oGgf|i%W#)E9kY=?3WG@d@6P9iQ%vVas zuc%tR8vt6M{v1jW`F<(YnWW(Y^>*a(Sj~Tl6%qtjvd3WrQ)tHLeHj?Cju@aBtuHArjoz4ZT?W_IK$6 zD4y!nVaBSxqoYA~*FQmJ4vyx{+@U)~`_-ZU?)_)@JWpy`IRbRTlg^iux10XrF0&if K*YQ_fqy7hUkr_S! literal 0 HcmV?d00001 From 428d43105384142184cb75067a456ba3f50a10af Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 11:12:03 +0800 Subject: [PATCH 304/482] on push branches Signed-off-by: zhihuiwan <15779896112@163.com> --- .github/workflows/doc.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml index 842f7ea89..39457a1a7 100644 --- a/.github/workflows/doc.yml +++ b/.github/workflows/doc.yml @@ -5,7 +5,7 @@ on: branches: - 'main' - 'develop-[0-9]+.[0-9]+.[0-9]+' - - 'build-doc-[0-9]+.[0-9]+.[0-9]+' + - 'build-doc-[0-9]+.[0-9]+.[0-9]+-[a-zA-Z]+' schedule: - cron: '0 8 * * *' From 0f8cf253699390591dba316dc3de0ba9490be00c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 11:24:07 +0800 Subject: [PATCH 305/482] update swagger Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/swagger/swagger.json | 2179 -------------------------------------- doc/swagger/swagger.yaml | 1999 ++++++++++++++++++++++++++++++++++ 2 files changed, 1999 insertions(+), 2179 deletions(-) delete mode 100644 doc/swagger/swagger.json create mode 100644 doc/swagger/swagger.yaml diff --git a/doc/swagger/swagger.json b/doc/swagger/swagger.json deleted file mode 100644 index e10bc5837..000000000 --- a/doc/swagger/swagger.json +++ /dev/null @@ -1,2179 +0,0 @@ -{ - "swagger": "2.0", - "basePath": "/v2", - "paths": { - "/client/client/create": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_client_CreateClientApp", - "parameters": [ - { - "description": "App name for the client", - "name": "app_name", - "type": "string", - "in": "formData" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/client/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_client_DeleteClientApp", - "parameters": [ - { - "description": "App ID for the client", - "name": "app_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/client/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_client_QueryClientApp", - "parameters": [ - { - "description": "App ID for the client", - "name": "app_id", - "type": "string", - "in": "query" - }, - { - "description": "App name for the client", - "name": "app_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/partner/create": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_client_CreatePartnerApp", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "App ID for the site", - "name": "app_id", - "type": "string", - "in": "query" - }, - { - "description": "App token for the site", - "name": "app_token", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/partner/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_client_DeletePartnerApp", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/partner/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_client_QueryPartnerApp", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/site/create": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_client_CreateSiteApp", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/site/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_client_DeleteSiteApp", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/client/site/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_client_QuerySiteApp", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "client" - ] - } - }, - "/data/component/dataframe/transformer": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_data_TransformerData", - "parameters": [ - { - "description": "Data output, content like: {name: xxx, namespace: xxx}", - "name": "data_warehouse", - "type": "string", - "in": "query" - }, - { - "description": "Namespace of the data table", - "name": "namespace", - "type": "string", - "in": "query" - }, - { - "description": "Name of the data table", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "Whether to destroy data if it already exists", - "name": "drop", - "type": "string", - "in": "query" - } - ], - "tags": [ - "data" - ] - } - }, - "/data/component/download": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_data_DownloadData", - "parameters": [ - { - "description": "Name of the data table", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "Namespace of the data table", - "name": "namespace", - "type": "string", - "in": "query" - }, - { - "description": "File path on the server", - "name": "path", - "type": "string", - "in": "query" - } - ], - "tags": [ - "data" - ] - } - }, - "/data/component/upload": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_data_UploadData", - "parameters": [ - { - "description": "File path on the server", - "name": "file", - "type": "string", - "in": "query" - }, - { - "description": "Whether the first row of the file is the data's head", - "name": "head", - "type": "string", - "in": "query" - }, - { - "description": "Number of data partitions", - "name": "partitions", - "type": "string", - "in": "query" - }, - { - "description": "Metadata of the data", - "name": "meta", - "type": "string", - "in": "query" - }, - { - "description": "Whether to automatically fill a column as data row ID", - "name": "extend_sid", - "type": "string", - "in": "query" - }, - { - "description": "Namespace of the data table", - "name": "namespace", - "type": "string", - "in": "query" - }, - { - "description": "Name of the data table", - "name": "name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "data" - ] - } - }, - "/data/download": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_data_Download", - "parameters": [ - { - "description": "Name of the data table", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "Namespace of the data table", - "name": "namespace", - "type": "string", - "in": "query" - }, - { - "description": "Whether the first row of the file is the data's head", - "name": "header", - "type": "string", - "in": "query" - }, - { - "description": "File path on the server", - "name": "path", - "type": "string", - "in": "query" - }, - { - "description": "Down Type:sync,async", - "name": "types", - "type": "string", - "in": "query" - } - ], - "tags": [ - "data" - ] - } - }, - "/job/clean": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_job_CleanJob", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/dag/dependency": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_job_DagDependency", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/list/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_job_QueryJobList", - "parameters": [ - { - "description": "Limit of rows or entries", - "name": "limit", - "type": "string", - "in": "query" - }, - { - "description": "Page number", - "name": "page", - "type": "string", - "in": "query" - }, - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Description information", - "name": "description", - "type": "string", - "in": "query" - }, - { - "description": "Participant information", - "name": "partner", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Status of the job or task", - "name": "status", - "type": "string", - "in": "query" - }, - { - "description": "Field name for sorting", - "name": "order_by", - "type": "string", - "in": "query" - }, - { - "description": "Sorting order: asc/desc", - "name": "order", - "type": "string", - "in": "query" - }, - { - "description": "Username provided by the upper-level system", - "name": "user_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/log/download": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_job_DownloadJobLogs", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/notes/add": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_job_AddNotes", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Tags and customizable information for tasks", - "name": "notes", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_job_QueryJob", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Status of the job or task", - "name": "status", - "type": "string", - "in": "query" - }, - { - "description": "Username provided by the upper-level system", - "name": "user_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/queue/clean": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_job_CleanQueue", - "tags": [ - "job" - ] - } - }, - "/job/rerun": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_job_RequestRerunJob", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/stop": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_job_RequestStopJob", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/submit": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_job_SubmitJob", - "parameters": [ - { - "description": "Definition and configuration of jobs, including the configuration of multiple tasks", - "name": "dag_schema", - "type": "string", - "in": "query" - }, - { - "description": "Username provided by the upper-level system", - "name": "user_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/task/list/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_job_QueryTaskList", - "parameters": [ - { - "description": "Limit of rows or entries", - "name": "limit", - "type": "string", - "in": "query" - }, - { - "description": "Page number", - "name": "page", - "type": "string", - "in": "query" - }, - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - }, - { - "description": "Field name for sorting", - "name": "order_by", - "type": "string", - "in": "query" - }, - { - "description": "Sorting order: asc/desc", - "name": "order", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/job/task/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_job_QueryTask", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Status of the job or task", - "name": "status", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - }, - { - "description": "Task ID", - "name": "task_id", - "type": "string", - "in": "query" - }, - { - "description": "Task version", - "name": "task_version", - "type": "string", - "in": "query" - } - ], - "tags": [ - "job" - ] - } - }, - "/log/count": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_log_Count", - "parameters": [ - { - "description": "Log level or type", - "name": "log_type", - "type": "string", - "in": "query" - }, - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - }, - { - "description": "Instance ID of the FATE Flow service", - "name": "instance_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "log" - ] - } - }, - "/log/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_log_Get", - "parameters": [ - { - "description": "Log level or type", - "name": "log_type", - "type": "string", - "in": "query" - }, - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - }, - { - "description": "Starting line number", - "name": "begin", - "type": "string", - "in": "query" - }, - { - "description": "Ending line number", - "name": "end", - "type": "string", - "in": "query" - }, - { - "description": "Instance ID of the FATE Flow service", - "name": "instance_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "log" - ] - } - }, - "/model/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_model_DeleteModel", - "parameters": [ - { - "description": "Model ID", - "name": "model_id", - "type": "string", - "in": "query" - }, - { - "description": "Model version", - "name": "model_version", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - }, - { - "description": "Primary key for output data or model of the task", - "name": "output_key", - "type": "string", - "in": "query" - } - ], - "tags": [ - "model" - ] - } - }, - "/model/export": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_model_Export", - "parameters": [ - { - "description": "Model ID", - "name": "model_id", - "type": "string", - "in": "query" - }, - { - "description": "Model version", - "name": "model_version", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Directory path on the server", - "name": "path", - "type": "string", - "in": "query" - } - ], - "tags": [ - "model" - ] - } - }, - "/model/import": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_model_ImportModel", - "parameters": [ - { - "description": "Model ID", - "name": "model_id", - "type": "string", - "in": "query" - }, - { - "description": "Model version", - "name": "model_version", - "type": "string", - "in": "query" - } - ], - "tags": [ - "model" - ] - } - }, - "/model/load": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_model_Load", - "tags": [ - "model" - ] - } - }, - "/model/migrate": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_model_Migrate", - "tags": [ - "model" - ] - } - }, - "/model/restore": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_model_Restore", - "tags": [ - "model" - ] - } - }, - "/model/store": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_model_Store", - "tags": [ - "model" - ] - } - }, - "/output/data/display": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_output_OutputDataDisplay", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/data/download": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_output_OutputDataDownload", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - }, - { - "description": "Primary key for output data or model of the task", - "name": "output_key", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/data/table": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_output_OutputDataTable", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/metric/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_output_DeleteMetric", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/metric/key/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_output_QueryMetricKey", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/metric/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_output_QueryMetric", - "parameters": [ - { - "description": "Site ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - }, - { - "description": "Filter conditions", - "name": "filters", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/model/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_output_DeleteModel", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/model/download": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_output_Download", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/output/model/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_output_QueryModel", - "parameters": [ - { - "description": "Job ID", - "name": "job_id", - "type": "string", - "in": "query" - }, - { - "description": "Role of the participant: guest/host/arbiter/local", - "name": "role", - "type": "string", - "in": "query" - }, - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Task name", - "name": "task_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "output" - ] - } - }, - "/permission/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_permission_Delete", - "parameters": [ - { - "description": "App ID", - "name": "app_id", - "type": "string", - "in": "query" - }, - { - "description": "Permission name", - "name": "role", - "type": "string", - "in": "query" - } - ], - "tags": [ - "permission" - ] - } - }, - "/permission/grant": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_permission_Grant", - "parameters": [ - { - "description": "App ID", - "name": "app_id", - "type": "string", - "in": "query" - }, - { - "description": "Permission name", - "name": "role", - "type": "string", - "in": "query" - } - ], - "tags": [ - "permission" - ] - } - }, - "/permission/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_permission_Query", - "parameters": [ - { - "description": "App ID", - "name": "app_id", - "type": "string", - "in": "query" - } - ], - "tags": [ - "permission" - ] - } - }, - "/permission/resource/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_permission_DeleteResourcePermission", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Component name", - "name": "component", - "type": "string", - "in": "query" - }, - { - "description": "List of datasets", - "name": "dataset", - "type": "string", - "in": "query" - } - ], - "tags": [ - "permission" - ] - } - }, - "/permission/resource/grant": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_permission_GrantResourcePermission", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Component name", - "name": "component", - "type": "string", - "in": "query" - }, - { - "description": "List of datasets", - "name": "dataset", - "type": "string", - "in": "query" - } - ], - "tags": [ - "permission" - ] - } - }, - "/permission/resource/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_permission_QueryResourcePrivilege", - "parameters": [ - { - "description": "Site ID", - "name": "party_id", - "type": "string", - "in": "query" - }, - { - "description": "Component name", - "name": "component", - "type": "string", - "in": "query" - }, - { - "description": "List of datasets", - "name": "dataset", - "type": "string", - "in": "query" - } - ], - "tags": [ - "permission" - ] - } - }, - "/permission/role/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_permission_QueryRoles", - "tags": [ - "permission" - ] - } - }, - "/provider/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_provider_Delete", - "parameters": [ - { - "description": "Component provider name", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "Component running mode", - "name": "device", - "type": "string", - "in": "query" - }, - { - "description": "Component version", - "name": "version", - "type": "string", - "in": "query" - }, - { - "description": "Registered algorithm full name, provider + ':' + version + '@' + running mode, e.g., fate:2.0.0@local", - "name": "provider_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "provider" - ] - } - }, - "/provider/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_provider_Query", - "parameters": [ - { - "description": "Component provider name", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "Component running mode", - "name": "device", - "type": "string", - "in": "query" - }, - { - "description": "Component version", - "name": "version", - "type": "string", - "in": "query" - }, - { - "description": "Registered algorithm full name, provider + ':' + version + '@' + running mode, e.g., fate:2.0.0@local", - "name": "provider_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "provider" - ] - } - }, - "/provider/register": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_provider_Register", - "parameters": [ - { - "description": "Component provider name", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "Component running mode", - "name": "device", - "type": "string", - "in": "query" - }, - { - "description": "Component version", - "name": "version", - "type": "string", - "in": "query" - }, - { - "description": "Detailed information about component registration", - "name": "metadata", - "type": "string", - "in": "query" - } - ], - "tags": [ - "provider" - ] - } - }, - "/server/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_server_DeleteServer", - "parameters": [ - { - "description": "Server name", - "name": "server_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "server" - ] - } - }, - "/server/fateflow": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_server_FateFlowServerInfo", - "tags": [ - "server" - ] - } - }, - "/server/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_server_QueryServer", - "parameters": [ - { - "description": "Server name", - "name": "server_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "server" - ] - } - }, - "/server/query/all": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_server_QueryAll", - "tags": [ - "server" - ] - } - }, - "/server/registry": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_server_RegisterServer", - "parameters": [ - { - "description": "Server name", - "name": "server_name", - "type": "string", - "in": "query" - }, - { - "description": "Host IP", - "name": "host", - "type": "string", - "in": "query" - }, - { - "description": "Service port", - "name": "port", - "type": "string", - "in": "query" - }, - { - "description": "Protocol: http/https", - "name": "protocol", - "type": "string", - "in": "query" - } - ], - "tags": [ - "server" - ] - } - }, - "/server/service/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_server_DeleteService", - "parameters": [ - { - "description": "Server name", - "name": "server_name", - "type": "string", - "in": "query" - }, - { - "description": "Service name", - "name": "service_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "server" - ] - } - }, - "/server/service/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_server_QueryService", - "parameters": [ - { - "description": "Server name", - "name": "server_name", - "type": "string", - "in": "query" - }, - { - "description": "Service name", - "name": "service_name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "server" - ] - } - }, - "/server/service/registry": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_server_RegistryService", - "parameters": [ - { - "description": "Server name", - "name": "server_name", - "type": "string", - "in": "query" - }, - { - "description": "Service name", - "name": "service_name", - "type": "string", - "in": "query" - }, - { - "description": "Service path", - "name": "uri", - "type": "string", - "in": "query" - }, - { - "description": "Request method: POST/GET, etc.", - "name": "method", - "type": "string", - "in": "query" - }, - { - "description": "Request header parameters", - "name": "params", - "type": "string", - "in": "query" - }, - { - "description": "Request body parameters", - "name": "data", - "type": "string", - "in": "query" - }, - { - "description": "Request headers", - "name": "headers", - "type": "string", - "in": "query" - }, - { - "description": "Protocol: http/https", - "name": "protocol", - "type": "string", - "in": "query" - } - ], - "tags": [ - "server" - ] - } - }, - "/site/info/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_site_QuerySiteInfo", - "tags": [ - "site" - ] - } - }, - "/table/bind/path": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_table_BindPath", - "parameters": [ - { - "description": "Namespace of the data table", - "name": "namespace", - "type": "string", - "in": "query" - }, - { - "description": "Name of the data table", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "File path on the server", - "name": "path", - "type": "string", - "in": "query" - } - ], - "tags": [ - "table" - ] - } - }, - "/table/delete": { - "post": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "post_table_DeleteTable", - "parameters": [ - { - "description": "Namespace of the data table", - "name": "namespace", - "type": "string", - "in": "query" - }, - { - "description": "Name of the data table", - "name": "name", - "type": "string", - "in": "query" - } - ], - "tags": [ - "table" - ] - } - }, - "/table/query": { - "get": { - "responses": { - "200": { - "description": "Success" - } - }, - "operationId": "get_table_QueryTable", - "parameters": [ - { - "description": "Namespace of the data table", - "name": "namespace", - "type": "string", - "in": "query" - }, - { - "description": "Name of the data table", - "name": "name", - "type": "string", - "in": "query" - }, - { - "description": "Whether to return preview data", - "name": "display", - "type": "string", - "in": "query" - } - ], - "tags": [ - "table" - ] - } - } - }, - "info": { - "title": "FATE Flow restful api", - "version": "2.0.0-beta" - }, - "produces": [ - "application/json" - ], - "consumes": [ - "application/json" - ], - "tags": [ - { - "name": "permission", - "description": "permission-Related Operations" - }, - { - "name": "log", - "description": "log-Related Operations" - }, - { - "name": "site", - "description": "site-Related Operations" - }, - { - "name": "table", - "description": "table-Related Operations" - }, - { - "name": "provider", - "description": "provider-Related Operations" - }, - { - "name": "model", - "description": "model-Related Operations" - }, - { - "name": "server", - "description": "server-Related Operations" - }, - { - "name": "data", - "description": "data-Related Operations" - }, - { - "name": "client", - "description": "client-Related Operations" - }, - { - "name": "output", - "description": "output-Related Operations" - }, - { - "name": "job", - "description": "job-Related Operations" - } - ], - "responses": { - "ParseError": { - "description": "When a mask can't be parsed" - }, - "MaskError": { - "description": "When any error occurs on mask" - } - } -} \ No newline at end of file diff --git a/doc/swagger/swagger.yaml b/doc/swagger/swagger.yaml new file mode 100644 index 000000000..03cbaba00 --- /dev/null +++ b/doc/swagger/swagger.yaml @@ -0,0 +1,1999 @@ +swagger: '2.0' +basePath: /v2 +paths: + /client/client/create: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseClientInfo' + operationId: post_create_client_app + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqAppName' + tags: + - client + /client/client/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseStatus' + operationId: post_delete_client_app + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqAppId' + tags: + - client + /client/client/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseClientInfo' + operationId: get_client_QueryClientApp + parameters: + - required: false + description: App ID for the client + in: query + name: app_id + type: string + - required: false + description: App name for the client + in: query + name: app_name + type: string + tags: + - client + /client/partner/create: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponsePartnerInfo' + operationId: post_create_partner_app + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqPartnerCreate' + tags: + - client + /client/partner/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseStatus' + operationId: post_delete_partner_app + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqPartyId' + tags: + - client + /client/partner/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseClientInfo' + operationId: get_client_QueryPartnerApp + parameters: + - required: false + description: Site ID + in: query + name: party_id + type: string + tags: + - client + /client/site/create: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseClientInfo' + operationId: post_create_site_app + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqPartyId' + tags: + - client + /client/site/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseStatus' + operationId: post_delete_site_app + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqPartyId' + tags: + - client + /client/site/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseClientInfo' + operationId: get_client_QuerySiteApp + parameters: + - required: true + description: Site ID + in: query + name: party_id + type: string + tags: + - client + /data/component/dataframe/transformer: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseUploadData' + operationId: post_transformer_data + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqTransformerData' + tags: + - data + /data/component/download: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseComponentDownload' + operationId: post_download_data + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqComponentDownload' + tags: + - data + /data/component/upload: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseUploadData' + operationId: post_upload_data + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqComponentUpload' + tags: + - data + /data/download: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseUploadData' + operationId: get_data_Download + parameters: + - required: true + description: Name of the data table + in: query + name: name + type: string + - required: true + description: Namespace of the data table + in: query + name: namespace + type: string + - required: false + description: Whether the first row of the file is the data's head + in: query + name: header + type: string + tags: + - data + /job/clean: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseJobClean' + operationId: post_clean_job + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqJobId' + tags: + - job + /job/dag/dependency: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonDictModel' + operationId: get_job_DagDependency + parameters: + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + tags: + - job + /job/list/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonDictModel' + operationId: get_job_QueryJobList + parameters: + - required: false + description: Limit of rows or entries + in: query + name: limit + type: string + - required: false + description: Page number + in: query + name: page + type: string + - required: false + description: Job ID + in: query + name: job_id + type: string + - required: false + description: Description information + in: query + name: description + type: string + - required: false + description: Participant information + in: query + name: partner + type: string + - required: false + description: Site ID + in: query + name: party_id + type: string + - required: false + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: false + description: Status of the job or task + in: query + name: status + type: string + - required: false + description: Field name for sorting + in: query + name: order_by + type: string + - required: false + description: 'Sorting order: asc/desc' + in: query + name: order + type: string + - required: false + description: Username provided by the upper-level system + in: header + name: user_name + type: string + tags: + - job + /job/log/download: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_download_job_logs + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqJobId' + produces: + - application/gzip + tags: + - job + /job/notes/add: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_add_notes + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqNodesAdd' + tags: + - job + /job/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonListToDictModel' + operationId: get_job_QueryJob + parameters: + - required: false + description: Job ID + in: query + name: job_id + type: string + - required: false + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: false + description: Site ID + in: query + name: party_id + type: string + - required: false + description: Status of the job or task + in: query + name: status + type: string + - required: false + description: Username provided by the upper-level system + in: header + name: user_name + type: string + tags: + - job + /job/queue/clean: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseJobClean' + operationId: post_clean_queue + tags: + - job + /job/rerun: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_request_rerun_job + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqJobId' + tags: + - job + /job/stop: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_request_stop_job + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqJobId' + tags: + - job + /job/submit: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseJobSubmit' + operationId: post_submit_job + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqSubmitJob' + tags: + - job + /job/task/list/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonDictModel' + operationId: get_job_QueryTaskList + parameters: + - required: false + description: Limit of rows or entries + in: query + name: limit + type: string + - required: false + description: Page number + in: query + name: page + type: string + - required: false + description: Job ID + in: query + name: job_id + type: string + - required: false + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: false + description: Site ID + in: query + name: party_id + type: string + - required: false + description: Task name + in: query + name: task_name + type: string + - required: false + description: Field name for sorting + in: query + name: order_by + type: string + - required: false + description: 'Sorting order: asc/desc' + in: query + name: order + type: string + tags: + - job + /job/task/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonListToDictModel' + operationId: get_job_QueryTask + parameters: + - required: false + description: Job ID + in: query + name: job_id + type: string + - required: false + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: false + description: Site ID + in: query + name: party_id + type: string + - required: false + description: Status of the job or task + in: query + name: status + type: string + - required: false + description: Task name + in: query + name: task_name + type: string + - required: false + description: Task ID + in: query + name: task_id + type: string + - required: false + description: Task version + in: query + name: task_version + type: string + tags: + - job + /log/count: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonDataModel' + operationId: get_log_Count + parameters: + - required: true + description: Log level or type + in: query + name: log_type + type: string + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: false + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: false + description: Site ID + in: query + name: party_id + type: string + - required: false + description: Task name + in: query + name: task_name + type: string + - required: false + description: Instance ID of the FATE Flow service + in: query + name: instance_id + type: string + tags: + - log + /log/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonListDictModel' + operationId: get_log_Get + parameters: + - required: true + description: Log level or type + in: query + name: log_type + type: string + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: false + description: Task name + in: query + name: task_name + type: string + - required: false + description: Starting line number + in: query + name: begin + type: string + - required: false + description: Ending line number + in: query + name: end + type: string + - required: false + description: Instance ID of the FATE Flow service + in: query + name: instance_id + type: string + tags: + - log + /model/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ModelDelete' + operationId: post_delete_model + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqModelDelete' + tags: + - model + /model/export: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_export + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqModelExport' + tags: + - model + /model/import: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_import_model + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqModelImport' + tags: + - model + /model/load: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_load + tags: + - model + /model/migrate: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_migrate + tags: + - model + /model/restore: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_restore + tags: + - model + /model/store: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_store + tags: + - model + /output/data/display: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseTableDisplay' + operationId: get_output_OutputDataDisplay + parameters: + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: true + description: Task name + in: query + name: task_name + type: string + tags: + - output + /output/data/download: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: get_output_OutputDataDownload + parameters: + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: true + description: Task name + in: query + name: task_name + type: string + - required: false + description: Primary key for output data or model of the task + in: query + name: output_key + type: string + produces: + - application/gzip + tags: + - output + /output/data/table: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseDataTable' + operationId: get_output_OutputDataTable + parameters: + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: true + description: Task name + in: query + name: task_name + type: string + tags: + - output + /output/metric/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseDeleteMetric' + operationId: post_delete_metric + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqMetricDelete' + tags: + - output + /output/metric/key/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/OutputQuery' + operationId: get_output_QueryMetricKey + parameters: + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: true + description: Task name + in: query + name: task_name + type: string + tags: + - output + /output/metric/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonDictModel' + operationId: get_output_QueryMetric + parameters: + - required: true + description: Site ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: true + description: Task name + in: query + name: task_name + type: string + - required: false + description: Filter conditions + in: query + name: filters + type: string + tags: + - output + /output/model/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_output_delete_model + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqMetricDelete' + tags: + - output + /output/model/download: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: get_output_Download + parameters: + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: true + description: Task name + in: query + name: task_name + type: string + produces: + - application/x-tar + tags: + - output + /output/model/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseFateFlow' + operationId: get_output_QueryModel + parameters: + - required: true + description: Job ID + in: query + name: job_id + type: string + - required: true + description: 'Role of the participant: guest/host/arbiter/local' + in: query + name: role + type: string + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: true + description: Task name + in: query + name: task_name + type: string + tags: + - output + /permission/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseGrantPermission' + operationId: post_delete + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqGrant' + tags: + - permission + /permission/grant: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseGrantPermission' + operationId: post_grant + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqGrant' + tags: + - permission + /permission/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponsePermissionModel' + operationId: get_permission_Query + parameters: + - required: true + description: App ID + in: query + name: app_id + type: string + tags: + - permission + /permission/resource/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_delete_resource_permission + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqResourceGrant' + tags: + - permission + /permission/resource/grant: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_grant_resource_permission + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqResourceGrant' + tags: + - permission + /permission/resource/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseResourceModel' + operationId: get_permission_QueryResourcePrivilege + parameters: + - required: true + description: Site ID + in: query + name: party_id + type: string + - required: false + description: Component name + in: query + name: component + type: string + - required: false + description: List of datasets + in: query + name: dataset + type: string + tags: + - permission + /permission/role/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonListModel' + operationId: get_permission_QueryRoles + tags: + - permission + /provider/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseGrantPermission' + operationId: post_provider_Delete + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqProviderDelete' + tags: + - provider + /provider/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonDictModel' + operationId: get_provider_Query + parameters: + - required: false + description: Component provider name + in: query + name: name + type: string + - required: false + description: Component running mode + in: query + name: device + type: string + - required: false + description: Component version + in: query + name: version + type: string + - required: false + description: >- + Registered algorithm full name, provider + ':' + version + '@' + + running mode, e.g., fate:2.0.0@local + in: query + name: provider_name + type: string + tags: + - provider + /provider/register: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_register + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqProviderRegister' + tags: + - provider + /server/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_delete_server + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqServerDelete' + tags: + - server + /server/fateflow: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseFateFlow' + operationId: get_server_FateFlowServerInfo + tags: + - server + /server/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonListModel' + operationId: get_server_QueryServer + parameters: + - required: true + description: Server name + in: query + name: server_name + type: string + tags: + - server + /server/query/all: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseFateFlow' + operationId: get_server_QueryAll + tags: + - server + /server/registry: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseServerRegister' + operationId: post_register_server + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqServerRegistry' + tags: + - server + /server/service/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_delete_service + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqServiceRegistry' + tags: + - server + /server/service/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseFateFlow' + operationId: get_server_QueryService + parameters: + - required: true + description: Server name + in: query + name: server_name + type: string + - required: true + description: Service name + in: query + name: service_name + type: string + tags: + - server + /server/service/registry: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_registry_service + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqServiceRegistry' + tags: + - server + /site/info/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseFateFlow' + operationId: get_site_QuerySiteInfo + tags: + - site + /table/bind/path: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_bind_path + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqBindPath' + tags: + - table + /table/delete: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/CommonModel' + operationId: post_delete_table + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqServiceRegistry' + tags: + - table + /table/query: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseFateFlow' + operationId: get_table_QueryTable + parameters: + - required: true + description: Namespace of the data table + in: query + name: namespace + type: string + - required: true + description: Name of the data table + in: query + name: name + type: string + - required: false + description: Whether to return preview data + in: query + name: display + type: string + tags: + - table +info: + title: FATE Flow restful api + version: 2.0.0-beta +produces: + - application/json +consumes: + - application/json +tags: + - name: client + description: client-Related Operations + - name: data + description: data-Related Operations + - name: job + description: job-Related Operations + - name: log + description: log-Related Operations + - name: model + description: model-Related Operations + - name: output + description: output-Related Operations + - name: permission + description: permission-Related Operations + - name: provider + description: provider-Related Operations + - name: server + description: server-Related Operations + - name: site + description: site-Related Operations + - name: table + description: table-Related Operations +definitions: + ReqAppName: + required: + - app_name + properties: + app_name: + type: string + description: App name for the client + type: object + ResponseClientInfo: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/ClientInfo' + type: object + CommonModel: + properties: + message: + type: string + code: + type: integer + type: object + ClientInfo: + properties: + app_name: + type: string + app_id: + type: string + app_token: + type: string + app_type: + type: string + type: object + ReqAppId: + required: + - app_id + properties: + app_id: + type: string + description: App ID for the client + type: object + ResponseStatus: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/Status' + type: object + Status: + properties: + status: + type: integer + type: object + ReqPartyId: + required: + - party_id + properties: + party_id: + type: string + description: Site ID + type: object + ReqPartnerCreate: + required: + - app_id + - app_token + - party_id + properties: + party_id: + type: string + description: Site ID + app_id: + type: string + description: App ID for the site + app_token: + type: string + description: App token for the site + type: object + ResponsePartnerInfo: + properties: + message: + type: string + code: + type: integer + x-mask: '{data}' + type: object + ReqComponentUpload: + required: + - file + - head + - partitions + properties: + file: + type: string + description: File path on the server + head: + type: boolean + description: Whether the first row of the file is the data's head + partitions: + type: integer + description: Number of data partitions + meta: + type: object + description: Metadata of the data + extend_sid: + type: boolean + description: Whether to automatically fill a column as data row ID + namespace: + type: string + description: Namespace of the data table + name: + type: string + description: Name of the data table + type: object + ResponseUploadData: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/dataInfo' + job_id: + type: string + type: object + dataInfo: + properties: + name: + type: string + namespace: + type: string + type: object + ReqComponentDownload: + required: + - name + - namespace + properties: + namespace: + type: string + description: Namespace of the data table + name: + type: string + description: Name of the data table + path: + type: string + description: File path on the server + type: object + ResponseComponentDownload: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/ComponentInfo' + job_id: + type: string + type: object + ComponentInfo: + properties: + name: + type: string + namespace: + type: string + path: + type: string + type: object + ReqTransformerData: + required: + - name + - namespace + properties: + data_warehouse: + type: object + description: 'Data output, content like: {name: xxx, namespace: xxx}' + namespace: + type: string + description: Namespace of the data table + name: + type: string + description: Name of the data table + drop: + type: boolean + description: Whether to destroy data if it already exists + type: object + ReqSubmitJob: + required: + - dag_schema + properties: + dag_schema: + type: object + description: >- + Definition and configuration of jobs, including the configuration of + multiple tasks + user_name: + type: string + description: Name of the data table + type: object + ResponseJobSubmit: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/JobInfo' + job_id: + type: string + type: object + JobInfo: + properties: + model_id: + type: string + model_version: + type: string + type: object + CommonListToDictModel: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + type: array + items: + type: object + type: object + ReqJobId: + required: + - job_id + properties: + job_id: + type: string + description: Job ID + type: object + CommonDictModel: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + type: object + type: object + ResponseJobClean: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/queueInfo' + type: object + queueInfo: + properties: + job_id: + type: string + type: object + ReqNodesAdd: + required: + - job_id + - notes + - party_id + - role + properties: + job_id: + type: string + description: Job ID + role: + type: string + description: 'Role of the participant: guest/host/arbiter/local' + party_id: + type: string + description: Site ID + notes: + type: string + description: Tags and customizable information for tasks + type: object + CommonDataModel: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + type: integer + type: object + CommonListDictModel: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + type: array + items: + type: object + type: object + ReqModelExport: + required: + - model_id + - model_version + - party_id + - path + - role + properties: + model_id: + type: string + description: Model ID + model_version: + type: string + description: Model version + party_id: + type: string + description: Site ID + role: + type: string + description: 'Role of the participant: guest/host/arbiter/local' + path: + type: string + description: Directory path on the server + type: object + ReqModelImport: + required: + - model_id + - model_version + properties: + model_id: + type: string + description: Model ID + model_version: + type: string + description: Model version + type: object + ReqModelDelete: + allOf: + - $ref: '#/definitions/ReqModelImport' + - properties: + role: + type: string + description: 'Role of the participant: guest/host/arbiter/local' + party_id: + type: string + description: Site ID + task_name: + type: string + description: Task name + output_key: + type: string + description: Primary key for output data or model of the task + type: object + ModelDelete: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/Delete' + type: object + Delete: + properties: + count: + type: boolean + type: object + OutputQuery: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/MetricKeyInfo' + type: object + MetricKeyInfo: + properties: + name: + type: string + step_axis: + type: string + type: + type: string + groups: + type: array + items: + type: object + type: object + ReqMetricDelete: + required: + - job_id + - role + - task_name + properties: + job_id: + type: string + description: Job ID + role: + type: string + description: 'Role of the participant: guest/host/arbiter/local' + task_name: + type: string + description: Task name + type: object + ResponseDeleteMetric: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + type: boolean + type: object + ResponseFateFlow: + properties: + code: + type: integer + message: + type: string + data: + type: object + type: object + ResponseDataTable: + properties: + train_out_data: + type: array + items: + $ref: '#/definitions/dataInfo' + type: object + ResponseTableDisplay: + properties: + train_out_data: + type: array + items: + type: array + items: + type: string + type: object + ReqGrant: + required: + - app_id + - role + properties: + app_id: + type: string + description: App ID + role: + type: string + description: Permission name + type: object + ResponseGrantPermission: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/GrantInfo' + type: object + GrantInfo: + properties: + status: + type: boolean + type: object + ResponsePermissionModel: + properties: + data: + $ref: '#/definitions/PermissionInfo' + type: object + PermissionInfo: + properties: + client: + type: array + items: + type: object + type: object + CommonListModel: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + type: array + items: + type: string + type: object + ReqResourceGrant: + required: + - party_id + properties: + party_id: + type: string + description: Site ID + component: + type: string + description: Component name + dataset: + type: array + items: + type: object + type: object + ResponseResourceModel: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + type: object + type: object + ReqProviderRegister: + required: + - device + - metadata + - name + - version + properties: + name: + type: string + description: Component provider name + device: + type: string + description: Component running mode + version: + type: string + description: Component version + metadata: + type: string + description: Detailed information about component registration + type: object + ReqProviderDelete: + properties: + name: + type: string + description: Component provider name + device: + type: string + description: Component running mode + version: + type: string + description: Component version + provider_name: + type: string + description: >- + Registered algorithm full name, provider + ':' + version + '@' + + running mode, e.g., fate:2.0.0@local + type: object + ReqServerRegistry: + required: + - host + - port + - server_name + properties: + server_name: + type: string + description: Server name + host: + type: string + description: Host IP + port: + type: string + description: Service port + protocol: + type: string + description: 'Protocol: http/https' + type: object + ResponseServerRegister: + allOf: + - $ref: '#/definitions/CommonModel' + - properties: + data: + $ref: '#/definitions/RegisterInfo' + type: object + RegisterInfo: + properties: + host: + type: string + port: + type: string + protocol: + type: string + server_name: + type: string + type: object + ReqServerDelete: + required: + - server_name + properties: + server_name: + type: string + description: Server name + type: object + ReqServiceRegistry: + required: + - name + - namespace + properties: + namespace: + type: string + description: Namespace of the data table + name: + type: string + description: Name of the data table + type: object + ReqBindPath: + required: + - name + - namespace + - path + properties: + namespace: + type: string + description: Namespace of the data table + name: + type: string + description: Name of the data table + path: + type: string + description: File path on the server + type: object +responses: + ParseError: + description: When a mask can't be parsed + MaskError: + description: When any error occurs on mask \ No newline at end of file From 6f97f8ea191e1c266178105fed3b7a33e4e12692 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 15:23:49 +0800 Subject: [PATCH 306/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 484 +++++++++++------------------------------- doc/quick_start.zh.md | 84 ++++---- doc/system_conf.md | 145 ++++++------- doc/system_conf.zh.md | 36 ++-- 4 files changed, 257 insertions(+), 492 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index 970e9288b..8dd73a2e0 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -1,63 +1,70 @@ -## 快速入门 - -### 1. 环境部署 -以下三种模式可根据需求自行选择一种 -#### 1.1 Pypi包安装 -说明：此方式的运行模式为单机模式 -##### 1.1.1 安装 -- [conda](https://docs.conda.io/projects/miniconda/en/latest/)环境准备及安装 -- 创建虚拟环境 +# Quick Start + +## 1. Environment Setup +You can choose one of the following three deployment modes based on your requirements: + +### 1.1 Pypi Package Installation +Note: This mode operates in a single-machine mode. + +#### 1.1.1 Installation +- Prepare and install [conda](https://docs.conda.io/projects/miniconda/en/latest/) environment. +- Create a virtual environment: ```shell -# fate的运行环境为python>=3.8 +# FATE requires Python >= 3.8 conda create -n fate_env python=3.8 conda activate fate_env ``` -- 安装fate flow及相关依赖 +- Install FATE Flow and related dependencies: ```shell pip install fate_client[fate,fate_flow]==2.0.0.b0 ``` -##### 1.1.2 服务初始化 +#### 1.1.2 Service Initialization ```shell fate_flow init --ip 127.0.0.1 --port 9380 --home $HOME_DIR ``` -- ip: 服务运行ip -- port：服务运行时的http端口 -- home: 数据存储目录。主要包括：数据/模型/日志/作业配置/sqlite.db等内容 +- `ip`: The IP address where the service runs. +- `port`: The HTTP port the service runs on. +- `home`: The data storage directory, including data, models, logs, job configurations, and SQLite databases. -##### 1.1.3 服务启停 +#### 1.1.3 Service Start/Stop ```shell fate_flow status/start/stop/restart ``` -#### 1.2 单机版部署 -参考[单机版部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/standalone-deploy/README.md) +### 1.2 Standalone Deployment +Refer to [Standalone Deployment](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/standalone-deploy/README.md). + +### 1.3 Cluster Deployment +Refer to [All-in-one Deployment](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.md). + +## 2. User Guide +FATE provides client tools including SDK, CLI, and Pipeline. If you don't have FATE Client deployed in your environment, you can download it using `pip install fate_client`. The following operations are based on CLI. + +### 2.1 Data Upload +In version 2.0-beta, data uploading is a two-step process: -#### 1.3 集群部署 -参考[allinone部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.md) +- **upload**: Uploads data to FATE-supported storage services. +- **transformer**: Transforms data into a DataFrame. -### 2. 使用指南 -fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 +#### 2.1.1 upload +##### 2.1.1.1 Configuration and Data +- Upload configuration can be found at [examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/upload), and the data is located at [upload-data](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/data). +- You can also use your own data and modify the "meta" information in the upload configuration. -#### 2.1 数据上传 -在2.0-beta版本中，数据上传分为两步： -- upload: 将数据上传到FATE支持存储服务中 -- transformer: 将数据转化成dataframe -##### 2.1.1 upload -##### 2.1.1.1 配置及数据 - - 上传配置位于[examples-upload](../examples/upload)，上传数据位于[upload-data](../examples/data) - - 你也可以使用自己的数据，并修改upload配置中的"meta"信息。 -##### 2.1.1.2 上传guest方数据 +##### 2.1.1.2 Upload Guest Data ```shell flow data upload -c examples/upload/upload_guest.json ``` -- 需要记录返回的name和namespace，作为transformer的参数。 -##### 2.1.1.3 上传host方数据 +- Record the returned "name" and "namespace" for use in the transformer phase. + +##### 2.1.1.3 Upload Host Data ```shell flow data upload -c examples/upload/upload_host.json ``` -- 需要记录返回的name和namespace，作为transformer的参数。 -##### 2.1.1.4 上传结果 +- Record the returned "name" and "namespace" for use in the transformer phase. + +##### 2.1.1.4 Upload Result ```json { "code": 0, @@ -69,68 +76,34 @@ flow data upload -c examples/upload/upload_host.json "message": "success" } ``` -其中"namespace"和"name"是这份数据在fate中的标识，以便下面后续transformer阶段使用时可直接引用。 +Where "namespace" and "name" identify the data in FATE for future reference in the transformer phase. -##### 2.1.1.5 数据查询 -因为upload为异步操作，需要确认是否上传成功才可进行后续操作。 +##### 2.1.1.5 Data Query +Since upload is an asynchronous operation, you need to confirm if it was successful before proceeding to the next step. ```shell flow table query --namespace upload --name 36491bc8-3fef-11ee-be05-16b977118319 ``` -上传成功信息如下： -```json -{ - "code": 0, - "data": { - "count": 569, - "data_type": "table", - "engine": "standalone", - "meta": { - "delimiter": ",", - "dtype": "'float32", - "header": "extend_sid,id,x0,x1,x2,x3,x4,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16,x17,x18,x19", - "input_format": "dense", - "label_type": "int", - "match_id_name": "id", - "match_id_range": 0, - "sample_id_name": "extend_sid", - "tag_value_delimiter": ":", - "tag_with_value": false, - "weight_type": "float32" - }, - "name": "36491bc8-3fef-11ee-be05-16b977118319", - "namespace": "upload", - "path": "xxx", - "source": { - "component": "upload", - "output_artifact_key": "data", - "output_index": null, - "party_task_id": "", - "task_id": "", - "task_name": "upload" - } - }, - "message": "success" -} +If the returned code is 0, the upload was successful. -``` -若返回的code为0即为上传成功。 - -##### 2.1.2 transformer -##### 2.1.2.1 配置 - - transformer配置位于[examples-transformer](../examples/transformer) -##### 2.1.2.2 transformer guest -- 配置路径位于： examples/transformer/transformer_guest.json -- 修改配置中"data_warehouse"的"namespace"和"name"：上面upload guest阶段的输出 +#### 2.1.2 Transformer +##### 2.1.2.1 Configuration +- Transformer configuration can be found at [examples-transformer](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/transformer). + +##### 2.1.2.2 Transform Guest Data +- Configuration path: examples/transformer/transformer_guest.json +- Modify the "namespace" and "name" in the "data_warehouse" section to match the output from the guest data upload. ```shell flow data transformer -c examples/transformer/transformer_guest.json ``` -##### 2.1.2.3 transformer host -- 配置路径位于： examples/transformer/transformer_host.json -- 修改配置中"data_warehouse"的"namespace"和"name"：上面upload host阶段的输出 + +##### 2.1.2.3 Transform Host Data +- Configuration path: examples/transformer/transformer_host.json +- Modify the "namespace" and "name" in the "data_warehouse" section to match the output from the host data upload. ```shell flow data transformer -c examples/transformer/transformer_host.json ``` -##### 2.1.2.4 transformer结果 + +##### 2.1.2.4 Transformer Result ```json { "code": 0, @@ -142,31 +115,31 @@ flow data transformer -c examples/transformer/transformer_host.json "message": "success" } ``` -其中"namespace"和"name"是这份数据在fate中的标识，后续建模作业中使用。 - -##### 2.1.2.5 查看数据是否上传成功 +Where "namespace" and "name" identify the data in FATE for future modeling jobs. -因为transformer也是异步操作，需要确认是否上传成功才可进行后续操作。 +##### 2.1.2.5 Check if Data Upload Was Successful +Since the transformer is also an asynchronous operation, you need to confirm if it was successful before proceeding. ```shell -flow table query --namespace experiment --name breast_hetero_guest +flow table query --namespace experiment --name breast_hetero_guest ``` ```shell -flow table query --namespace experiment --name breast_hetero_host +flow table query --namespace experiment --name breast_hetero_host ``` -若返回的code为0即为上传成功。 - -#### 2.2 开始FATE作业 -##### 2.2.1 提交作业 -当你的数据准备好后，可以开始提交作业给FATE Flow： -- 训练job配置example位于[lr-train](../examples/lr/train_lr.yaml); -- 预测job配置example位于[lr-predict](../examples/lr/predict_lr.yaml);预测任务需要修改"dag.conf.model_warehouse"成训练作业的输出模型。 -- 训练和预测job配置中站点id为"9998"和"9999"。如果你的部署环境为集群版，需要替换成真实的站点id；单机版可使用默认配置。 -- 如果想要使用自己的数据，可以更改配置中guest和host的data_warehouse的namespace和name -- 提交作业的命令为: +If the returned code is 0, the upload was successful. + +### 2.2 Starting FATE Jobs +#### 2.2.1 Submitting a Job +Once your data is prepared, you can start submitting jobs to FATE Flow: + +- The configuration for training jobs can be found in [lr-train](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/train_lr.yaml). +- The configuration for prediction jobs can be found in [lr-predict](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/predict_lr.yaml). To use it, modify the "dag.conf.model_warehouse" to point to the output model of your training job. +- In the training and prediction job configurations, the site IDs are set to "9998" and "9999." If your deployment environment is the cluster version, you need to replace them with the actual site IDs. For the standalone version, you can use the default configuration. +- If you want to use your own data, you can change the "namespace" and "name" of "data_warehouse" for both the guest and host in the configuration. +- To submit a job, use the following command: ```shell flow job submit -c examples/lr/train_lr.yaml ``` -- 提交成功返回结果: +- A successful submission will return the following result: ```json { "code": 0, @@ -177,37 +150,37 @@ flow job submit -c examples/lr/train_lr.yaml "job_id": "202308211911505128750", "message": "success" } - ``` -这里的"data"内容即为该作业的输出模型。 +The "data" section here contains the output model of the job. -##### 2.2.2 查询作业 -在作业的运行过程时，你可以通过查询命令获取作业的运行状态 +#### 2.2.2 Querying a Job +While a job is running, you can check its status using the query command: ```shell flow job query -j $job_id ``` -##### 2.2.3 停止作业 -在作业的运行过程时，你可以通过停止作业命令来终止当前作业 +#### 2.2.3 Stopping a Job +During job execution, you can stop the current job using the stop command: ```shell flow job stop -j $job_id ``` -##### 2.2.4 重跑作业 -在作业的运行过程时，如果运行失败，你可以通过重跑命令来重跑当前作业 +#### 2.2.4 Rerunning a Job +If a job fails during execution, you can rerun it using the rerun command: ```shell flow job rerun -j $job_id ``` -#### 2.3 获取作业输出结果 -作业的输出包括数据、模型和指标 -##### 2.3.1 输出指标 -查询输出指标命令： +### 2.3 Obtaining Job Outputs +Job outputs include data, models, and metrics. + +#### 2.3.1 Output Metrics +To query output metrics, use the following command: ```shell flow output query-metric -j $job_id -r $role -p $party_id -tn $task_name ``` -如使用上面的训练dag提交任务，可以使用`flow output query-metric -j 202308211911505128750 -r arbiter -p 9998 -tn lr_0`查询。 -查询结果如下: +For example, if you used the training DAG from above, you can use `flow output query-metric -j 202308211911505128750 -r arbiter -p 9998 -tn lr_0` to query metrics. +The query result will look like this: ```json { "code": 0, @@ -263,265 +236,62 @@ flow output query-metric -j $job_id -r $role -p $party_id -tn $task_name ], "message": "success" } - ``` - -##### 2.3.2 输出模型 -###### 2.3.2.1 查询模型 +#### 2.3.2 Output Models +##### 2.3.2.1 Querying Models +To query output models, use the following command: ```shell flow output query-model -j $job_id -r $role -p $party_id -tn $task_name ``` -如使用上面的训练dag提交任务，可以使用`flow output query-model -j 202308211911505128750 -r host -p 9998 -tn lr_0`查询。 -查询结果如下： +For example, if you used the training DAG from above, you can use `flow output query-model -j 202308211911505128750 -r host -p 9998 -tn lr_0` to query models. +The query result will be similar to this: + ```json { "code": 0, - "data": { - "output_model": { - "data": { - "estimator": { - "end_epoch": 10, - "is_converged": false, - "lr_scheduler": { - "lr_params": { - "start_factor": 0.7, - "total_iters": 100 - }, - "lr_scheduler": { - "_get_lr_called_within_step": false, - "_last_lr": [ - 0.07269999999999996 - ], - "_step_count": 10, - "base_lrs": [ - 0.1 - ], - "end_factor": 1.0, - "last_epoch": 9, - "start_factor": 0.7, - "total_iters": 100, - "verbose": false - }, - "method": "linear" - }, - "optimizer": { - "alpha": 0.001, - "l1_penalty": false, - "l2_penalty": true, - "method": "sgd", - "model_parameter": [ - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ], - [ - 0.0 - ] - ], - "model_parameter_dtype": "float32", - "optim_param": { - "lr": 0.1 - }, - "optimizer": { - "param_groups": [ - { - "dampening": 0, - "differentiable": false, - "foreach": null, - "initial_lr": 0.1, - "lr": 0.07269999999999996, - "maximize": false, - "momentum": 0, - "nesterov": false, - "params": [ - 0 - ], - "weight_decay": 0 - } - ], - "state": {} - } - }, - "param": { - "coef_": [ - [ - -0.10828543454408646 - ], - [ - -0.07341302931308746 - ], - [ - -0.10850320011377335 - ], - [ - -0.10066638141870499 - ], - [ - -0.04595951363444328 - ], - [ - -0.07001449167728424 - ], - [ - -0.08949052542448044 - ], - [ - -0.10958756506443024 - ], - [ - -0.04012322425842285 - ], - [ - 0.02270071767270565 - ], - [ - -0.07198350876569748 - ], - [ - 0.00548586156219244 - ], - [ - -0.06599288433790207 - ], - [ - -0.06410090625286102 - ], - [ - 0.016374297440052032 - ], - [ - -0.01607361063361168 - ], - [ - -0.011447405442595482 - ], - [ - -0.04352564364671707 - ], - [ - 0.013161249458789825 - ], - [ - 0.013506329618394375 - ] - ], - "dtype": "float32", - "intercept_": null - } - } + "data": [ + { + "model": { + "file": "202308211911505128750_host_9998_lr_0", + "namespace": "202308211911505128750_host_9998_lr_0" }, - "meta": { - "batch_size": null, - "epochs": 10, - "init_param": { - "fill_val": 0.0, - "fit_intercept": false, - "method": "zeros", - "random_state": null - }, - "label_count": false, - "learning_rate_param": { - "method": "linear", - "scheduler_params": { - "start_factor": 0.7, - "total_iters": 100 - } - }, - "optimizer_param": { - "alpha": 0.001, - "method": "sgd", - "optimizer_params": { - "lr": 0.1 - }, - "penalty": "l2" - }, - "ovr": false - } + "name": "HeteroLRHost_9998_0", + "namespace": "202308211911505128750_host_9998_lr_0", + "role": "host", + "party_id": "9998", + "work_mode": 1 } - }, + ], "message": "success" } - ``` -###### 2.3.2.2 下载模型 +##### 2.3.2.2 Downloading Models +To download models, use the following command: ```shell flow output download-model -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir ``` -如使用上面的训练dag提交任务，可以使用`flow output download-model -j 202308211911505128750 -r host -p 9998 -tn lr_0 -o ./`下载。 -下载结果如下： +For example, if you used the training DAG from above, you can use `flow output download-model -j 202308211911505128750 -r host -p 9998 -tn lr_0 -o ./` to download the model. +The download result will be similar to this: + ```json { "code": 0, "directory": "./output_model_202308211911505128750_host_9998_lr_0", "message": "download success, please check the path: ./output_model_202308211911505128750_host_9998_lr_0" } - - ``` - -##### 2.3.3 输出数据 -###### 2.3.3.1 查询数据表 +#### 2.3.3 Output Data +##### 2.3.3.1 Querying Data Tables +To query output data tables, use the following command: ```shell flow output query-data-table -j $job_id -r $role -p $party_id -tn $task_name ``` -如使用上面的训练dag提交任务，可以使用`flow output query-data-table -j 202308211911505128750 -r host -p 9998 -tn binning_0`查询。 -查询结果如下： +For example, if you used the training DAG from above, you can use `flow output query-data-table -j 202308211911505128750 -r host -p 9998 -tn binning_0` to query data tables. +The query result will be similar to this: + ```json { "train_output_data": [ @@ -533,29 +303,29 @@ flow output query-data-table -j $job_id -r $role -p $party_id -tn $task_name } ``` -###### 2.3.3.2 预览数据 +##### 2.3.3.2 Preview Data ```shell flow output display-data -j $job_id -r $role -p $party_id -tn $task_name ``` -如使用上面的训练dag提交任务，可以使用`flow output display-data -j 202308211911505128750 -r host -p 9998 -tn binning_0`预览输出数据。 +To preview output data using the above training DAG submission, you can use the following command: `flow output display-data -j 202308211911505128750 -r host -p 9998 -tn binning_0`. -###### 2.3.3.3 下载数据 +##### 2.3.3.3 Download Data ```shell flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir ``` -如使用上面的训练dag提交任务，可以使用`flow output download-data -j 202308211911505128750 -r guest -p 9999 -tn lr_0 -o ./`下载输出数据。 -下载结果如下： +To download output data using the above training DAG submission, you can use the following command: `flow output download-data -j 202308211911505128750 -r guest -p 9999 -tn lr_0 -o ./`. + +The download result will be as follows: ```json { "code": 0, "directory": "./output_data_202308211911505128750_guest_9999_lr_0", "message": "download success, please check the path: ./output_data_202308211911505128750_guest_9999_lr_0" } - ``` -### 3.更多文档 -- [Restful-api](./swagger/swagger.json) +## 3. More Documentation +- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/doc/swagger/swagger.yaml) - [CLI](https://github.com/FederatedAI/FATE-Client/blob/dev-2.0.0-beta/python/fate_client/flow_cli/build/doc) - [Pipeline](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/tutorial) -- [FATE算法](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/2.0/components) +- [FATE Algorithms](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/2.0/components) \ No newline at end of file diff --git a/doc/quick_start.zh.md b/doc/quick_start.zh.md index 970e9288b..8363e0932 100644 --- a/doc/quick_start.zh.md +++ b/doc/quick_start.zh.md @@ -1,10 +1,10 @@ -## 快速入门 +# 快速入门 -### 1. 环境部署 +## 1. 环境部署 以下三种模式可根据需求自行选择一种 -#### 1.1 Pypi包安装 +### 1.1 Pypi包安装 说明：此方式的运行模式为单机模式 -##### 1.1.1 安装 +#### 1.1.1 安装 - [conda](https://docs.conda.io/projects/miniconda/en/latest/)环境准备及安装 - 创建虚拟环境 ```shell @@ -17,7 +17,7 @@ conda activate fate_env pip install fate_client[fate,fate_flow]==2.0.0.b0 ``` -##### 1.1.2 服务初始化 +#### 1.1.2 服务初始化 ```shell fate_flow init --ip 127.0.0.1 --port 9380 --home $HOME_DIR ``` @@ -25,39 +25,39 @@ fate_flow init --ip 127.0.0.1 --port 9380 --home $HOME_DIR - port：服务运行时的http端口 - home: 数据存储目录。主要包括：数据/模型/日志/作业配置/sqlite.db等内容 -##### 1.1.3 服务启停 +#### 1.1.3 服务启停 ```shell fate_flow status/start/stop/restart ``` -#### 1.2 单机版部署 +### 1.2 单机版部署 参考[单机版部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/standalone-deploy/README.md) -#### 1.3 集群部署 +### 1.3 集群部署 参考[allinone部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.md) -### 2. 使用指南 +## 2. 使用指南 fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 -#### 2.1 数据上传 +### 2.1 数据上传 在2.0-beta版本中，数据上传分为两步： - upload: 将数据上传到FATE支持存储服务中 - transformer: 将数据转化成dataframe -##### 2.1.1 upload -##### 2.1.1.1 配置及数据 - - 上传配置位于[examples-upload](../examples/upload)，上传数据位于[upload-data](../examples/data) +#### 2.1.1 upload +#### 2.1.1.1 配置及数据 + - 上传配置位于[examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/upload)，上传数据位于[upload-data](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/data) - 你也可以使用自己的数据，并修改upload配置中的"meta"信息。 -##### 2.1.1.2 上传guest方数据 +#### 2.1.1.2 上传guest方数据 ```shell flow data upload -c examples/upload/upload_guest.json ``` - 需要记录返回的name和namespace，作为transformer的参数。 -##### 2.1.1.3 上传host方数据 +#### 2.1.1.3 上传host方数据 ```shell flow data upload -c examples/upload/upload_host.json ``` - 需要记录返回的name和namespace，作为transformer的参数。 -##### 2.1.1.4 上传结果 +#### 2.1.1.4 上传结果 ```json { "code": 0, @@ -71,7 +71,7 @@ flow data upload -c examples/upload/upload_host.json ``` 其中"namespace"和"name"是这份数据在fate中的标识，以便下面后续transformer阶段使用时可直接引用。 -##### 2.1.1.5 数据查询 +#### 2.1.1.5 数据查询 因为upload为异步操作，需要确认是否上传成功才可进行后续操作。 ```shell flow table query --namespace upload --name 36491bc8-3fef-11ee-be05-16b977118319 @@ -115,22 +115,22 @@ flow table query --namespace upload --name 36491bc8-3fef-11ee-be05-16b977118319 ``` 若返回的code为0即为上传成功。 -##### 2.1.2 transformer -##### 2.1.2.1 配置 - - transformer配置位于[examples-transformer](../examples/transformer) -##### 2.1.2.2 transformer guest +#### 2.1.2 transformer +#### 2.1.2.1 配置 + - transformer配置位于[examples-transformer](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/transformer) +#### 2.1.2.2 transformer guest - 配置路径位于： examples/transformer/transformer_guest.json - 修改配置中"data_warehouse"的"namespace"和"name"：上面upload guest阶段的输出 ```shell flow data transformer -c examples/transformer/transformer_guest.json ``` -##### 2.1.2.3 transformer host +#### 2.1.2.3 transformer host - 配置路径位于： examples/transformer/transformer_host.json - 修改配置中"data_warehouse"的"namespace"和"name"：上面upload host阶段的输出 ```shell flow data transformer -c examples/transformer/transformer_host.json ``` -##### 2.1.2.4 transformer结果 +#### 2.1.2.4 transformer结果 ```json { "code": 0, @@ -144,7 +144,7 @@ flow data transformer -c examples/transformer/transformer_host.json ``` 其中"namespace"和"name"是这份数据在fate中的标识，后续建模作业中使用。 -##### 2.1.2.5 查看数据是否上传成功 +#### 2.1.2.5 查看数据是否上传成功 因为transformer也是异步操作，需要确认是否上传成功才可进行后续操作。 ```shell @@ -155,11 +155,11 @@ flow table query --namespace experiment --name breast_hetero_host ``` 若返回的code为0即为上传成功。 -#### 2.2 开始FATE作业 -##### 2.2.1 提交作业 +### 2.2 开始FATE作业 +#### 2.2.1 提交作业 当你的数据准备好后，可以开始提交作业给FATE Flow： -- 训练job配置example位于[lr-train](../examples/lr/train_lr.yaml); -- 预测job配置example位于[lr-predict](../examples/lr/predict_lr.yaml);预测任务需要修改"dag.conf.model_warehouse"成训练作业的输出模型。 +- 训练job配置example位于[lr-train](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/train_lr.yaml); +- 预测job配置example位于[lr-predict](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/predict_lr.yaml);预测任务需要修改"dag.conf.model_warehouse"成训练作业的输出模型。 - 训练和预测job配置中站点id为"9998"和"9999"。如果你的部署环境为集群版，需要替换成真实的站点id；单机版可使用默认配置。 - 如果想要使用自己的数据，可以更改配置中guest和host的data_warehouse的namespace和name - 提交作业的命令为: @@ -181,27 +181,27 @@ flow job submit -c examples/lr/train_lr.yaml ``` 这里的"data"内容即为该作业的输出模型。 -##### 2.2.2 查询作业 +#### 2.2.2 查询作业 在作业的运行过程时，你可以通过查询命令获取作业的运行状态 ```shell flow job query -j $job_id ``` -##### 2.2.3 停止作业 +#### 2.2.3 停止作业 在作业的运行过程时，你可以通过停止作业命令来终止当前作业 ```shell flow job stop -j $job_id ``` -##### 2.2.4 重跑作业 +#### 2.2.4 重跑作业 在作业的运行过程时，如果运行失败，你可以通过重跑命令来重跑当前作业 ```shell flow job rerun -j $job_id ``` -#### 2.3 获取作业输出结果 +### 2.3 获取作业输出结果 作业的输出包括数据、模型和指标 -##### 2.3.1 输出指标 +#### 2.3.1 输出指标 查询输出指标命令： ```shell flow output query-metric -j $job_id -r $role -p $party_id -tn $task_name @@ -267,8 +267,8 @@ flow output query-metric -j $job_id -r $role -p $party_id -tn $task_name ``` -##### 2.3.2 输出模型 -###### 2.3.2.1 查询模型 +#### 2.3.2 输出模型 +##### 2.3.2.1 查询模型 ```shell flow output query-model -j $job_id -r $role -p $party_id -tn $task_name ``` @@ -498,7 +498,7 @@ flow output query-model -j $job_id -r $role -p $party_id -tn $task_name ``` -###### 2.3.2.2 下载模型 +##### 2.3.2.2 下载模型 ```shell flow output download-model -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir ``` @@ -515,8 +515,8 @@ flow output download-model -j $job_id -r $role -p $party_id -tn $task_name -o $d ``` -##### 2.3.3 输出数据 -###### 2.3.3.1 查询数据表 +#### 2.3.3 输出数据 +##### 2.3.3.1 查询数据表 ```shell flow output query-data-table -j $job_id -r $role -p $party_id -tn $task_name ``` @@ -533,13 +533,13 @@ flow output query-data-table -j $job_id -r $role -p $party_id -tn $task_name } ``` -###### 2.3.3.2 预览数据 +##### 2.3.3.2 预览数据 ```shell flow output display-data -j $job_id -r $role -p $party_id -tn $task_name ``` 如使用上面的训练dag提交任务，可以使用`flow output display-data -j 202308211911505128750 -r host -p 9998 -tn binning_0`预览输出数据。 -###### 2.3.3.3 下载数据 +##### 2.3.3.3 下载数据 ```shell flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir ``` @@ -554,8 +554,8 @@ flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $do ``` -### 3.更多文档 -- [Restful-api](./swagger/swagger.json) +## 3.更多文档 +- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/doc/swagger/swagger.yaml) - [CLI](https://github.com/FederatedAI/FATE-Client/blob/dev-2.0.0-beta/python/fate_client/flow_cli/build/doc) - [Pipeline](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/tutorial) - [FATE算法](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/2.0/components) diff --git a/doc/system_conf.md b/doc/system_conf.md index 5d83c58cd..8df23fc64 100644 --- a/doc/system_conf.md +++ b/doc/system_conf.md @@ -1,35 +1,35 @@ -### 系统配置描述文档 -FATE Flow使用yaml定义系统配置，配置路径位于: conf/service_conf.yaml, 具体配置内容及其含义如下： +# System Configuration +FATE Flow uses YAML to define system configurations, and the configuration file is located at: `conf/service_conf.yaml`. The specific configuration contents and their meanings are as follows: -| 配置项 | 说明 | 值 | +| Configuration Item | Description | Values | |----------------------|------|------------------------------| -| party_id | 本方站点id | 如: "9999", "10000 | -| use_registry | 是否使用注册中心，当前仅支持zookeeper模式，需要保证zookeeper的配置正确；
    注：若使用高可用模式，需保证该配置设置为true | true/false | -| encrypt | 加密模块 | 见[加密模块](#加密模块) | -| fateflow | FATE Flow服务的配置，主要包括端口、命令通道服务、代理等 | 见[FateFlow配置](#fateflow配置) | -| database | 数据库服务的配置信息 | 见[数据库配置](#数据库配置) | -| default_engines | 系统的引擎服务，主要包括计算、存储和通信引擎 | 见[引擎配置](#引擎配置) | -| default_provider | 组件的来源信息，主要包括提供方名称、组件版本和运行模式 | 见[默认注册算法配置](#默认注册算法配置) | -| federation | 通信服务池 | 见[通信引擎池](#通信引擎池) | -| computing | 计算服务池 | 见[计算引擎池](#计算引擎池) | -| storage | 存储服务池 | 见[存储引擎池](#存储配置) | -| hook_module | 钩子配置，当前支持客户端认证、站点端认证以及鉴权钩子 | 见[钩子模块配置](#钩子模块配置) | -| authentication | 认证&&鉴权开关 | 见[认证开关](#认证开关) | -| model_store | 模型存储配置 | 见[模型存储](#模型存储) | -| zookeeper | zookeeper服务的配置 | 见[zookeeper配置](#zookeeper配置) | - -#### 加密模块 +| party_id | Local site ID | For example, "9999", "10000" | +| use_registry | Whether to use a registry center; currently, only ZooKeeper mode is supported, and it requires correct ZooKeeper configuration. Note: If using high availability mode, ensure this configuration is set to true. | true/false | +| encrypt | Encryption module | See [Encryption Module](#encryption-module) | +| fateflow | Configuration for the FATE Flow service, including ports, command channel service, and proxy | See [FateFlow Configuration](#fateflow-configuration) | +| database | Configuration information for the database service | See [Database Configuration](#database-configuration) | +| default_engines | System's engine services, including computing, storage, and communication engines | See [Engine Configuration](#engine-configuration) | +| default_provider | Component source information, including provider name, component version, and execution mode | See [Default Registered Algorithm Configuration](#default-registered-algorithm-configuration) | +| federation | Communication service pool | See [Communication Engine Pool](#communication-engine-pool) | +| computing | Computing service pool | See [Computing Engine Pool](#computing-engine-pool) | +| storage | Storage service pool | See [Storage Engine Pool](#storage-configuration) | +| hook_module | Hook configuration, currently supports client authentication, site authentication, and authorization hooks | See [Hook Module Configuration](#hook-module-configuration) | +| authentication | Authentication and authorization switches | See [Authentication Switch](#authentication-switch) | +| model_store | Model storage configuration | See [Model Storage](#model-storage) | +| zookeeper | ZooKeeper service configuration | See [ZooKeeper Configuration](#zookeeper-configuration) | + +## Encryption Module ```yaml key_0: module: fate_flow.hub.encrypt.password_encrypt#pwdecrypt private_path: private_key.pem ``` -该加密模块主要用于密码(如mysql密码)等内容加密： -- 其中"key_0"为加密模块的key(可以自定义名字)，便于其它配置中直接引用，多套加密模式共存。 - - module: 加密模块，拼接规则为：加密模块 + "#" + 加密函数。 - - private_path：密钥路径。如填相对路径，其根目录位于fate_flow/conf/ +This encryption module is primarily used for encrypting passwords (e.g., MySQL passwords): +- "key_0" is the key for the encryption module (you can customize the name), making it easier to reference in other configurations when multiple encryption modes coexist. + - module: The encryption module, formatted as "encryption module" + "#" + "encryption function." + - private_path: The path to the encryption key. If you provide a relative path, its root directory is `fate_flow/conf/`. -#### FateFlow配置 +## FateFlow Configuration ```yaml host: 127.0.0.1 http_port: 9380 @@ -40,13 +40,13 @@ nginx: http_port: grpc_port: ``` -- host: 主机地址; -- http_port：http端口号; -- grpc_port: grpc端口号; -- proxy_name: 命令通道服务名，支持osx/rollsite/nginx。详细配置需要在[通信引擎池](#通信引擎池) 里面配置; -- nginx: 代理服务配置，用于负载均衡。 +- host: Host address. +- http_port: HTTP port number. +- grpc_port: gRPC port number. +- proxy_name: Command channel service name, supporting osx/rollsite/nginx. Detailed configurations need to be set within [Communication Engine Pool](#communication-engine-pool). +- nginx: Proxy service configuration for load balancing. -#### 数据库配置 +## Database Configuration ```yaml engine: sqlite decrypt_key: @@ -61,12 +61,12 @@ mysql: sqlite: path: ``` -- engine: 数据库引擎名字，如这里填"mysql"，则需要更新mysql的配置详细配置。 -- decrypt_key: 加密模块,需要从[加密模块](#加密模块)中选择。 若不配置，视为不使用密码加密；若使用，则需要将下面的passwd相应设置为密文。 -- mysql: mysql服务配置；若使用密码加密功能，需要将此配置中的"passwd"设置为密文，并在[加密模块](#加密模块)中配置密钥路径 -- sqlite: sqlite文件路径，默认路径为fate_flow/fate_flow_sqlite.db +- engine: Database engine name. If set to "mysql" here, update the detailed MySQL configuration. +- decrypt_key: Encryption module, selected from [Encryption Module](#encryption-module). If not configured, it's considered to not use password encryption. If used, you need to set the "passwd" below to ciphertext and configure the key path in [Encryption Module](#encryption-module). +- mysql: MySQL service configuration. If using password encryption functionality, set the "passwd" in this configuration to ciphertext and configure the key path in [Encryption Module](#encryption-module). +- sqlite: SQLite file path, default path is `fate_flow/fate_flow_sqlite.db`. -#### 引擎配置 +## Engine Configuration ```yaml default_engines: computing: standalone @@ -74,17 +74,17 @@ default_engines: storage: standalone ``` -- computing: 计算引擎，支持"standalone"、"eggroll"、"spark" -- federation: 通信引擎，支持"standalone"、"rollsite"、"osx"、"rabbitmq"、"pulsar" -- storage: 存储引擎，支持"standalone"、"eggroll"、"hdfs" +- computing: Computing engine, supports "standalone," "eggroll," "spark." +- federation: Communication engine, supports "standalone," "rollsite," "osx," "rabbitmq," "pulsar." +- storage: Storage engine, supports "standalone," "eggroll," "hdfs." -#### 默认注册算法配置 -- name: 算法名称 -- version: 算法版本，若不配置，则使用fateflow.env中的配置 -- device: 算法启动方式, local/docker/k8s等 +## Default Registered Algorithm Configuration +- name: Algorithm name. +- version: Algorithm version. If not configured, it uses the configuration in `fateflow.env`. +- device: Algorithm launch mode, local/docker/k8s, etc. -#### 通信引擎池 -##### pulsar +## Communication Engine Pool +### Pulsar ```yaml pulsar: host: 192.168.0.5 @@ -93,88 +93,84 @@ pulsar: cluster: standalone tenant: fl-tenant topic_ttl: 30 - # default conf/pulsar_route_table.yaml route_table: - # mode: replication / client, default: replication mode: replication max_message_size: 1048576 ``` -##### nginx: +### Nginx: ```yaml nginx: host: 127.0.0.1 http_port: 9300 grpc_port: 9310 - # http or grpc protocol: http ``` -##### rabbitmq +### RabbitMQ ```yaml nginx: host: 127.0.0.1 http_port: 9300 grpc_port: 9310 - # http or grpc protocol: http ``` -##### rollsite +### Rollsite ```yaml rollsite: host: 127.0.0.1 port: 9370 ``` -##### osx +### OSx ```yaml host: 127.0.0.1 port: 9370 ``` -#### 计算引擎池 -##### standalone +## Computing Engine Pool +### Standalone ```yaml cores: 32 ``` -- cores: 资源总数 +- cores: Total resources. -##### eggroll +### Eggroll ```yaml eggroll: cores: 32 nodes: 2 ``` -- cores: 集群资源总数 -- nodes: 集群node-manager数量 +- cores: Total cluster resources. +- nodes: Number of node managers in the cluster. -##### spark +### Spark ```yaml eggroll: home: cores: 32 ``` -- home: spark home目录，如果不填，将使用"pyspark"作为计算引擎。 -- cores: 资源总数 +- home: Spark home directory. If not filled, "pyspark" will be used as the computing engine. +- cores: Total resources. -#### 存储引擎池 +## Storage Engine Pool ```yaml hdfs: name_node: hdfs://fate-cluster ``` -## 钩子模块配置 +## Hook Module Configuration ```yaml hook_module: client_authentication: fate_flow.hook.flow.client_authentication site_authentication: fate_flow.hook.flow.site_authentication permission: fate_flow.hook.flow.permission ``` -- client_authentication: 客户端认证钩子 -- site_authentication: 站点认证钩子 -- permission: 权限认证钩子 +- client_authentication: Client authentication hook. +- site_authentication: Site authentication hook. +- permission: Permission authentication hook. -## 认证开关 +## Authentication Switch ```yaml authentication: client: false @@ -182,7 +178,7 @@ authentication: permission: false ``` -## 模型存储 +## Model Storage ```yaml model_store: engine: file @@ -203,14 +199,13 @@ model_store: SecretKey: Bucket: ``` -- engine: 模型存储引擎，支持"file"、"mysql"和"tencent_cos"。 -- decrypt_key: 加密模块,需要从[加密模块](#加密模块)中选择。 若不配置，视为不使用密码加密；若使用，则需要将下面的passwd相应设置为密文。 -- file: 模型存储目录，默认位于： fate_flow/model -- mysql: mysql服务配置；若使用密码加密功能，需要将此配置中的"passwd"设置为密文，并在[加密模块](#加密模块)中配置密钥路径 -- tencent_cos: 腾讯云密钥配置 +- engine: Model storage engine, supports "file," "mysql", and "tencent_cos". +- decrypt_key: Encryption module, needs to be selected from [Encryption Module](#encryption-module). If not configured, it is assumed to not use password encryption. If used, you need to set the "passwd" below accordingly to ciphertext and configure the key path in [Encryption Module](#encryption-module). +- file: Model storage directory, default location is `fate_flow/model`. +- mysql: MySQL service configuration; if using password encryption functionality, you need to set the "passwd" in this configuration to ciphertext and configure the key path in [Encryption Module](#encryption-module). +- tencent_cos: Tencent Cloud key configuration. - -#### zookeeper配置 +## ZooKeeper Configuration ```yaml zookeeper: hosts: diff --git a/doc/system_conf.zh.md b/doc/system_conf.zh.md index 5d83c58cd..c0b4ef846 100644 --- a/doc/system_conf.zh.md +++ b/doc/system_conf.zh.md @@ -1,4 +1,4 @@ -### 系统配置描述文档 +# 系统配置描述文档 FATE Flow使用yaml定义系统配置，配置路径位于: conf/service_conf.yaml, 具体配置内容及其含义如下： | 配置项 | 说明 | 值 | @@ -18,7 +18,7 @@ FATE Flow使用yaml定义系统配置，配置路径位于: conf/service_conf.ya | model_store | 模型存储配置 | 见[模型存储](#模型存储) | | zookeeper | zookeeper服务的配置 | 见[zookeeper配置](#zookeeper配置) | -#### 加密模块 +## 加密模块 ```yaml key_0: module: fate_flow.hub.encrypt.password_encrypt#pwdecrypt @@ -29,7 +29,7 @@ key_0: - module: 加密模块，拼接规则为：加密模块 + "#" + 加密函数。 - private_path：密钥路径。如填相对路径，其根目录位于fate_flow/conf/ -#### FateFlow配置 +## FateFlow配置 ```yaml host: 127.0.0.1 http_port: 9380 @@ -46,7 +46,7 @@ nginx: - proxy_name: 命令通道服务名，支持osx/rollsite/nginx。详细配置需要在[通信引擎池](#通信引擎池) 里面配置; - nginx: 代理服务配置，用于负载均衡。 -#### 数据库配置 +## 数据库配置 ```yaml engine: sqlite decrypt_key: @@ -66,7 +66,7 @@ sqlite: - mysql: mysql服务配置；若使用密码加密功能，需要将此配置中的"passwd"设置为密文，并在[加密模块](#加密模块)中配置密钥路径 - sqlite: sqlite文件路径，默认路径为fate_flow/fate_flow_sqlite.db -#### 引擎配置 +## 引擎配置 ```yaml default_engines: computing: standalone @@ -78,13 +78,13 @@ default_engines: - federation: 通信引擎，支持"standalone"、"rollsite"、"osx"、"rabbitmq"、"pulsar" - storage: 存储引擎，支持"standalone"、"eggroll"、"hdfs" -#### 默认注册算法配置 +## 默认注册算法配置 - name: 算法名称 - version: 算法版本，若不配置，则使用fateflow.env中的配置 - device: 算法启动方式, local/docker/k8s等 -#### 通信引擎池 -##### pulsar +## 通信引擎池 +### pulsar ```yaml pulsar: host: 192.168.0.5 @@ -99,7 +99,7 @@ pulsar: mode: replication max_message_size: 1048576 ``` -##### nginx: +### nginx: ```yaml nginx: host: 127.0.0.1 @@ -109,7 +109,7 @@ nginx: protocol: http ``` -##### rabbitmq +### rabbitmq ```yaml nginx: host: 127.0.0.1 @@ -119,27 +119,27 @@ nginx: protocol: http ``` -##### rollsite +### rollsite ```yaml rollsite: host: 127.0.0.1 port: 9370 ``` -##### osx +### osx ```yaml host: 127.0.0.1 port: 9370 ``` -#### 计算引擎池 -##### standalone +## 计算引擎池 +### standalone ```yaml cores: 32 ``` - cores: 资源总数 -##### eggroll +### eggroll ```yaml eggroll: cores: 32 @@ -148,7 +148,7 @@ eggroll: - cores: 集群资源总数 - nodes: 集群node-manager数量 -##### spark +### spark ```yaml eggroll: home: @@ -157,7 +157,7 @@ eggroll: - home: spark home目录，如果不填，将使用"pyspark"作为计算引擎。 - cores: 资源总数 -#### 存储引擎池 +## 存储引擎池 ```yaml hdfs: name_node: hdfs://fate-cluster @@ -210,7 +210,7 @@ model_store: - tencent_cos: 腾讯云密钥配置 -#### zookeeper配置 +## zookeeper配置 ```yaml zookeeper: hosts: From b0c8c624e295da92dc713e57c057f3ab88b1b788 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 19:49:41 +0800 Subject: [PATCH 307/482] init adapter Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/adapter/__init__.py | 20 ++++ .../fate_flow/adapter/interconn/__init__.py | 1 + .../adapter/interconn/apps/__init__.py | 1 + .../adapter/interconn/apps/interconn_app.py | 95 +++++++++++++++++++ .../adapter/interconn/apps/platform_app.py | 64 +++++++++++++ python/fate_flow/apps/__init__.py | 16 ++-- python/fate_flow/runtime/system_settings.py | 1 - 7 files changed, 191 insertions(+), 7 deletions(-) create mode 100644 python/fate_flow/adapter/__init__.py create mode 100644 python/fate_flow/adapter/interconn/__init__.py create mode 100644 python/fate_flow/adapter/interconn/apps/__init__.py create mode 100644 python/fate_flow/adapter/interconn/apps/interconn_app.py create mode 100644 python/fate_flow/adapter/interconn/apps/platform_app.py diff --git a/python/fate_flow/adapter/__init__.py b/python/fate_flow/adapter/__init__.py new file mode 100644 index 000000000..a2753fffe --- /dev/null +++ b/python/fate_flow/adapter/__init__.py @@ -0,0 +1,20 @@ +import os +from importlib import import_module +from pathlib import Path + + +def load_adapter_name(): + return [ + name for name in os.listdir(Path(__file__).parent) + if os.path.isdir(os.path.join(Path(__file__).parent, name)) and not name.endswith("__") + ] + + +def load_adapter_apps(register_page, get_app_module, search_pages_path): + adapter_list = load_adapter_name() + urls_dict = {} + for name in adapter_list: + path = Path(__file__).parent / name / "apps" + version = getattr(import_module(get_app_module(path)), "__version__", None) + urls_dict[name] = [register_page(path, prefix=version) for path in search_pages_path(path)] + return urls_dict diff --git a/python/fate_flow/adapter/interconn/__init__.py b/python/fate_flow/adapter/interconn/__init__.py new file mode 100644 index 000000000..1285e0e71 --- /dev/null +++ b/python/fate_flow/adapter/interconn/__init__.py @@ -0,0 +1 @@ +__all__ = ["apps"] \ No newline at end of file diff --git a/python/fate_flow/adapter/interconn/apps/__init__.py b/python/fate_flow/adapter/interconn/apps/__init__.py new file mode 100644 index 000000000..abf7137df --- /dev/null +++ b/python/fate_flow/adapter/interconn/apps/__init__.py @@ -0,0 +1 @@ +__version__ = "v1" diff --git a/python/fate_flow/adapter/interconn/apps/interconn_app.py b/python/fate_flow/adapter/interconn/apps/interconn_app.py new file mode 100644 index 000000000..c5aef25e2 --- /dev/null +++ b/python/fate_flow/adapter/interconn/apps/interconn_app.py @@ -0,0 +1,95 @@ +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from webargs import fields + +from fate_flow.utils.api_utils import API + +page_name = 'interconn' + + +@manager.route('/schedule/job/create_all', methods=['POST']) +@API.Input.json(flow_id=fields.String(required=False)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(dag=fields.Dict(required=True)) +@API.Input.json(config=fields.Dict(required=True)) +@API.Input.json(old_job_id=fields.String(required=False)) +def create_job_all(job_id, dag, config, flow_id=None, old_job_id=None): + return API.Output.json() + + +@manager.route('/schedule/job/create', methods=['POST']) +@API.Input.json(flow_id=fields.String(required=False)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(dag=fields.Dict(required=True)) +@API.Input.json(config=fields.Dict(required=True)) +@API.Input.json(old_job_id=fields.String(required=False)) +def create_job(job_id, dag, config, flow_id=None, old_job_id=None): + return API.Output.json() + + +@manager.route('/schedule/job/start', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +def start_job(): + return API.Output.json() + + +@manager.route('/schedule/task/start', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(task_name=fields.String(required=True)) +def start_task(job_id, task_id, task_name): + return API.Output.json() + + +@manager.route('/schedule/job/stop_all', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(task_name=fields.String(required=False)) +def stop_job_all(job_id, task_name=None): + return API.Output.json() + + +@manager.route('/schedule/job/stop', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(task_name=fields.String(required=False)) +def stop_job(job_id, task_name=None): + return API.Output.json() + + +@manager.route('/schedule/job/status_all', methods=['GET']) +@API.Input.params(job_id=fields.String(required=True)) +def get_job_status_all(job_id): + return API.Output.json(job_status="", status=[]) + + +@manager.route('/schedule/job/audit_confirm', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(status=fields.String(required=True)) +def audit_confirm(job_id, status): + return API.Output.json() + + +@manager.route('/schedule/task/poll', methods=['POST']) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +def poll_task(task_id, role): + return API.Output.json(status="") + + +@manager.route('/schedule/task/callback', methods=['POST']) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(status=fields.String(required=True)) +def callback_task(task_id, role, status): + return API.Output.json() diff --git a/python/fate_flow/adapter/interconn/apps/platform_app.py b/python/fate_flow/adapter/interconn/apps/platform_app.py new file mode 100644 index 000000000..ac98f911d --- /dev/null +++ b/python/fate_flow/adapter/interconn/apps/platform_app.py @@ -0,0 +1,64 @@ +from webargs import fields + +from fate_flow.utils.api_utils import API + +page_name = 'platform' + + +@manager.route('/schedule/job/create_all', methods=['POST']) +@API.Input.json(flow_id=fields.String(required=False)) +@API.Input.json(dag=fields.Dict(required=True)) +@API.Input.json(config=fields.Dict(required=True)) +@API.Input.json(old_job_id=fields.String(required=False)) +def create_job(dag, config, flow_id=None, old_job_id=None): + return API.Output.json(job_id="") + + +@manager.route('/schedule/job/stop_all', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +def stop_job(job_id): + return API.Output.json() + + +@manager.route('/schedule/job/stop_task', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(task_name=fields.String(required=True)) +def stop_task(job_id, task_name): + return API.Output.json() + + +# options +@manager.route('/schedule/job/query_job_list', methods=['POST']) +@API.Input.json(flow_id=fields.String(required=True)) +def query_job_list(flow_id): + return API.Output.json(job_list=[{}]) + + +@manager.route('/schedule/job/status_all', methods=['GET']) +@API.Input.params(job_id=fields.String(required=True)) +def get_job_status(job_id): + return API.Output.json(status=[{}]) + + +@manager.route('/schedule/task/get_log_line', methods=['GET']) +@API.Input.params(task_id=fields.String(required=True)) +@API.Input.params(log_level=fields.String(required=True)) +def get_log_line(task_id, log_level): + return API.Output.json(num=0) + + +@manager.route('/schedule/task/get_log', methods=['GET']) +@API.Input.params(task_id=fields.String(required=True)) +@API.Input.params(log_level=fields.String(required=True)) +@API.Input.params(start=fields.Int(required=True)) +@API.Input.params(length=fields.Int(required=False)) +def get_log(task_id, log_level, start, length=None): + return API.Output.json(data=[]) + + +@manager.route('/schedule/task/callback', methods=['POST']) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(status=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +def task_callback(task_id, status, role): + return API.Output.json() diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index c9dfac117..80cae0399 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -24,13 +24,14 @@ from flask import Blueprint, Flask, request from werkzeug.wrappers.request import Request +from fate_flow.adapter import load_adapter_apps from fate_flow.controller.app_controller import PermissionController from fate_flow.entity.code import ReturnCode from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import AuthenticationParameters from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import API_VERSION, CLIENT_AUTHENTICATION, SITE_AUTHENTICATION, \ - ADMIN_PAGE, PARTY_ID, INTERCONN_API_VERSION + ADMIN_PAGE, PARTY_ID from fate_flow.utils.api_utils import API from fate_flow.utils.base_utils import CustomJSONEncoder @@ -38,7 +39,6 @@ __all__ = ['app'] app_list = ["client", "partner", "scheduler", "worker"] -interop_app_list = ["interop"] Request.json = property(lambda self: self.get_json(force=True, silent=True)) @@ -53,10 +53,15 @@ def search_pages_path(pages_dir): return [path for path in pages_dir.glob('*_app.py') if not path.name.startswith('.')] -def register_page(page_path, func=None, prefix=API_VERSION): +def get_app_module(page_path): page_name = page_path.stem.rstrip('app').rstrip("_") - module_name = '.'.join(page_path.parts[page_path.parts.index('apps')-1:-1] + (page_name, )) + module_name = '.'.join(page_path.parts[page_path.parts.index('fate_flow')+2:-1] + (page_name, )) + return module_name + +def register_page(page_path, func=None, prefix=API_VERSION): + page_name = page_path.stem.rstrip('app').rstrip("_") + module_name = '.'.join(page_path.parts[page_path.parts.index('fate_flow')+2:-1] + (page_name, )) spec = spec_from_file_location(module_name, page_path) page = module_from_spec(spec) page.app = app @@ -115,8 +120,7 @@ def init_apps(): } for key in app_list: urls_dict[key] = [register_page(path, before_request_func.get(key)) for path in search_pages_path(Path(__file__).parent / key)] - for key in interop_app_list: - urls_dict[key] = [register_page(path, prefix=INTERCONN_API_VERSION) for path in search_pages_path(Path(__file__).parent / key)] + urls_dict.update(load_adapter_apps(register_page, get_app_module, search_pages_path)) if CLIENT_AUTHENTICATION or SITE_AUTHENTICATION: _init_permission_group(urls=urls_dict) diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index dd1aaff55..eb79a2230 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -27,7 +27,6 @@ # Server API_VERSION = "v2" -INTERCONN_API_VERSION = "v1" FATE_FLOW_SERVICE_NAME = "fateflow" SERVER_MODULE = "fate_flow_server.py" CASBIN_TABLE_NAME = "fate_casbin" From 633e3f16fb36fe74380025fad2c3855bbd6cb54c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 15:43:08 +0800 Subject: [PATCH 308/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 4 ++-- doc/quick_start.zh.md | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index 8dd73a2e0..76d19c5df 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -33,10 +33,10 @@ fate_flow status/start/stop/restart ``` ### 1.2 Standalone Deployment -Refer to [Standalone Deployment](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/standalone-deploy/README.md). +Refer to [Standalone Deployment](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/standalone-deploy/README.zh.md). ### 1.3 Cluster Deployment -Refer to [All-in-one Deployment](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.md). +Refer to [All-in-one Deployment](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md). ## 2. User Guide FATE provides client tools including SDK, CLI, and Pipeline. If you don't have FATE Client deployed in your environment, you can download it using `pip install fate_client`. The following operations are based on CLI. diff --git a/doc/quick_start.zh.md b/doc/quick_start.zh.md index 8363e0932..141669dc7 100644 --- a/doc/quick_start.zh.md +++ b/doc/quick_start.zh.md @@ -31,10 +31,10 @@ fate_flow status/start/stop/restart ``` ### 1.2 单机版部署 -参考[单机版部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/standalone-deploy/README.md) +参考[单机版部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/standalone-deploy/README.zh.md) ### 1.3 集群部署 -参考[allinone部署](https://github.com/FederatedAI/FATE/blob/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.md) +参考[allinone部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md) ## 2. 使用指南 fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 From 4d062f11882aa848759ad0aabea1dd8232077df8 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 11 Sep 2023 20:06:04 +0800 Subject: [PATCH 309/482] update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-flow.txt | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt index bde0640ec..de6a6a9c5 100644 --- a/python/requirements-flow.txt +++ b/python/requirements-flow.txt @@ -5,14 +5,13 @@ grpcio==1.46.3 grpcio-tools==1.46.3 requests<2.26.0 urllib3==1.26.5 -ruamel-yaml==0.16.10 +ruamel-yaml==0.16 cachetools==3.0.0 filelock==3.3.1 pydantic==1.10.12 webargs peewee==3.9.3 python-dotenv==0.13.0 -ruamel-yaml==0.16.10 pyyaml==5.4.1 networkx psutil>=5.7.0 From 6cf85924eb317e0da739021606dc26def9a2e03b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 12 Sep 2023 17:25:21 +0800 Subject: [PATCH 310/482] update adapter db Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/adapter/__init__.py | 37 +++++++++++- .../adapter/interconn/apps/__init__.py | 5 ++ .../adapter/interconn/controller/__init__.py | 0 .../adapter/interconn/db/__init__.py | 16 ++++++ .../interconn/examples/job/submit.json | 57 +++++++++++++++++++ .../adapter/interconn/scheduler/__init__.py | 0 python/fate_flow/apps/__init__.py | 3 +- 7 files changed, 114 insertions(+), 4 deletions(-) create mode 100644 python/fate_flow/adapter/interconn/controller/__init__.py create mode 100644 python/fate_flow/adapter/interconn/db/__init__.py create mode 100644 python/fate_flow/adapter/interconn/examples/job/submit.json create mode 100644 python/fate_flow/adapter/interconn/scheduler/__init__.py diff --git a/python/fate_flow/adapter/__init__.py b/python/fate_flow/adapter/__init__.py index a2753fffe..0c408db7c 100644 --- a/python/fate_flow/adapter/__init__.py +++ b/python/fate_flow/adapter/__init__.py @@ -10,11 +10,42 @@ def load_adapter_name(): ] -def load_adapter_apps(register_page, get_app_module, search_pages_path): - adapter_list = load_adapter_name() +adapter_list = load_adapter_name() + + +def get_app_module(page_path): + page_name = page_path.stem.rstrip('app').rstrip("_") + return ".".join([get_module(page_path), page_name]) + + +def get_module(page_path): + module_name = '.'.join(page_path.parts[page_path.parts.index('fate_flow') + 2:-1]) + return module_name + + +def load_adapter_db(): + """ + import the package to create a table. + """ + for name in adapter_list: + path = Path(__file__).parent / name / "db" + adapter_module = get_module(path) + try: + import_module(".".join([adapter_module, "db"])) + except Exception as e: + # 'db' is not an essential package. + pass + + +def load_adapter_apps(register_page, search_pages_path): urls_dict = {} for name in adapter_list: path = Path(__file__).parent / name / "apps" version = getattr(import_module(get_app_module(path)), "__version__", None) - urls_dict[name] = [register_page(path, prefix=version) for path in search_pages_path(path)] + before_request_func = getattr(import_module(get_app_module(path)), "before_request", None) + urls_dict[name] = [register_page(path, func=before_request_func, prefix=version) for path in search_pages_path(path)] return urls_dict + + +def init_adapter(): + load_adapter_db() diff --git a/python/fate_flow/adapter/interconn/apps/__init__.py b/python/fate_flow/adapter/interconn/apps/__init__.py index abf7137df..5cb457445 100644 --- a/python/fate_flow/adapter/interconn/apps/__init__.py +++ b/python/fate_flow/adapter/interconn/apps/__init__.py @@ -1 +1,6 @@ __version__ = "v1" + + +def before_request(): + # 签名、认证 + pass diff --git a/python/fate_flow/adapter/interconn/controller/__init__.py b/python/fate_flow/adapter/interconn/controller/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/fate_flow/adapter/interconn/db/__init__.py b/python/fate_flow/adapter/interconn/db/__init__.py new file mode 100644 index 000000000..a80163eed --- /dev/null +++ b/python/fate_flow/adapter/interconn/db/__init__.py @@ -0,0 +1,16 @@ +from peewee import CompositeKey, CharField, TextField + +from fate_flow.db import DataBaseModel, JSONField + + +class AdapterJob(DataBaseModel): + f_job_id = CharField(max_length=25, index=True) + f_user_name = CharField(max_length=500, null=True, default='') + f_description = TextField(null=True, default='') + f_tag = CharField(max_length=50, null=True, default='') + f_dag = JSONField() + f_parties = JSONField() + + class Meta: + db_table = "t_adapter_job" + primary_key = CompositeKey('f_job_id') diff --git a/python/fate_flow/adapter/interconn/examples/job/submit.json b/python/fate_flow/adapter/interconn/examples/job/submit.json new file mode 100644 index 000000000..5c833396c --- /dev/null +++ b/python/fate_flow/adapter/interconn/examples/job/submit.json @@ -0,0 +1,57 @@ +{ + "flow_id": "string", + "dag": { + "version": "string", + "components": [ + { + "name": "string", + "code": "string", + "version": "string", + "module_name": "string", + "input": [ + { + "key": null, + "type": null + } + ], + "output": [ + { + "key": null, + "type": null + } + ] + } + ] + }, + "config": { + "version": "string", + "initiator": { + "role": "string", + "node_id": "string" + }, + "role": { + "guest": [ + "string" + ], + "host": [ + "string" + ], + "arbiter": [ + "string" + ] + }, + "job_params": { + "common": {}, + "guest": {}, + "host": {}, + "arbiter": {} + }, + "task_params": { + "common": {}, + "guest": {}, + "host": {}, + "arbiter": {} + } + }, + "old_job_id": "string" +} \ No newline at end of file diff --git a/python/fate_flow/adapter/interconn/scheduler/__init__.py b/python/fate_flow/adapter/interconn/scheduler/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index 80cae0399..efb9be0e9 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -120,7 +120,8 @@ def init_apps(): } for key in app_list: urls_dict[key] = [register_page(path, before_request_func.get(key)) for path in search_pages_path(Path(__file__).parent / key)] - urls_dict.update(load_adapter_apps(register_page, get_app_module, search_pages_path)) + # adapter extend apps + urls_dict.update(load_adapter_apps(register_page, search_pages_path)) if CLIENT_AUTHENTICATION or SITE_AUTHENTICATION: _init_permission_group(urls=urls_dict) From 17924555d0b7a2019cdd0665bfedee4df2df3904 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 12 Sep 2023 17:25:33 +0800 Subject: [PATCH 311/482] update adapter db Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/fate_flow_server.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index 6b1ceb62f..f7c32c3b0 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -20,6 +20,8 @@ import grpc from werkzeug.serving import run_simple + +from fate_flow.adapter import init_adapter from fate_flow.apps import app from fate_flow.controller.config_manager import ConfigManager from fate_flow.hook import HookManager @@ -57,6 +59,8 @@ def server_init(): # set signal signal.signal(signal.SIGCHLD, process_utils.wait_child_process) + init_adapter() + # init db init_flow_db() From 3d117d81f8bc0c29e20bce1c334b4d5055aefc75 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Wed, 13 Sep 2023 17:26:16 +0800 Subject: [PATCH 312/482] add windows of setup fate flow Signed-off-by: chengtcc <864261919@qq.com> Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/commands/server_cli.py | 23 +++- python/fate_flow/commands/service.py | 170 ++++++++++++++++++++++++ python/fate_flow/fate_flow_server.py | 3 +- python/setup.py | 10 +- 4 files changed, 195 insertions(+), 11 deletions(-) create mode 100644 python/fate_flow/commands/service.py diff --git a/python/fate_flow/commands/server_cli.py b/python/fate_flow/commands/server_cli.py index 7cb4fe97c..ef6ae3816 100644 --- a/python/fate_flow/commands/server_cli.py +++ b/python/fate_flow/commands/server_cli.py @@ -15,11 +15,12 @@ # import os import subprocess - +import platform import click from ruamel import yaml import fate_flow +from fate_flow.commands.service import manage_fate_service CONTEXT_SETTINGS = dict(help_option_names=['-h', '--help']) HOME = os.path.dirname(fate_flow.__file__) @@ -71,7 +72,10 @@ def start(**kwargs): fate_flow start """ - run_command("start") + if platform.system().lower() == 'windows': + manage_fate_service(HOME, "start") + else: + run_command("start") @flow_server_cli.command('status', short_help='Query fate flow server status') @@ -86,7 +90,10 @@ def status(**kwargs): fate_flow status """ - run_command("status") + if platform.system().lower() == 'windows': + manage_fate_service(HOME, "status") + else: + run_command("status") @flow_server_cli.command('stop', short_help='Stop run flow server') @@ -101,7 +108,10 @@ def stop(**kwargs): fate_flow stop """ - run_command("stop") + if platform.system().lower() == 'windows': + manage_fate_service(HOME, "stop") + else: + run_command("stop") @flow_server_cli.command('restart', short_help='Restart fate flow server') @@ -116,7 +126,10 @@ def restart(**kwargs): fate_flow restart """ - run_command("restart") + if platform.system().lower() == 'windows': + manage_fate_service(HOME, "restart") + else: + run_command("restart") @flow_server_cli.command('version', short_help='Flow Server Version Command') diff --git a/python/fate_flow/commands/service.py b/python/fate_flow/commands/service.py new file mode 100644 index 000000000..6ea6cf3db --- /dev/null +++ b/python/fate_flow/commands/service.py @@ -0,0 +1,170 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import argparse +import os +import subprocess +import time +from ruamel import yaml + + +def load_yaml_conf(conf_path): + with open(conf_path) as f: + return yaml.safe_load(f) + + +def make_logs_dir(log_dir): + if not os.path.exists(log_dir): + os.makedirs(log_dir) + + +def manage_fate_service(project_base, action): + parser = argparse.ArgumentParser(description='FATE Service Manager') + parser.add_argument('project_base', type=str, help='path to the FATE project directory') + parser.add_argument('action', choices=['start', 'stop', 'status', 'restart'], help='action to perform') + + args = parser.parse_args([project_base, action]) + print(f'project_base:{args.project_base},action:{args.action}') + http_port, grpc_port = get_ports(args.project_base) + if args.action == 'start': + start_service(args.project_base) + get_service_status(http_port, grpc_port) + elif args.action == 'stop': + stop_service(http_port, grpc_port) + elif args.action == 'status': + get_service_status(http_port, grpc_port) + elif args.action == 'restart': + stop_service(http_port, grpc_port) + time.sleep(2) + start_service(args.project_base) + get_service_status(http_port, grpc_port) + + +def get_ports(project_base): + service_conf_path = os.path.join(project_base, 'conf/service_conf.yaml') + if not os.path.isfile(service_conf_path): + print(f'service conf not found: {service_conf_path}') + exit(1) + + config = load_yaml_conf(service_conf_path) + http_port = config.get('fateflow').get('http_port') + grpc_port = config.get('fateflow').get('grpc_port') + print(f'fate flow http port: {http_port}, grpc port: {grpc_port}\n') + return http_port, grpc_port + + +def get_pid(http_port, grpc_port): + netstat_command = ["netstat", "-ano"] + output = subprocess.run(netstat_command, capture_output=True, text=True).stdout + + pid = None + lines = output.split('\n') + for line in lines: + parts = line.split() + if len(parts) >= 5: + protocol = parts[0] + local_address = parts[1] + state = parts[3] + if state == 'LISTENING' and ':' in local_address: + port = local_address.split(':')[-1] + _pid = parts[-1] + if port == str(http_port) or port == str(grpc_port): + pid = _pid + break + return pid + + +def get_service_status(http_port, grpc_port): + pid = get_pid(http_port, grpc_port) + if pid: + task_list = subprocess.getoutput(f"tasklist /FI \"PID eq {pid}\"") + print(f"status: {task_list}") + + print(f'LISTENING on port {http_port}:') + print(subprocess.getoutput(f'netstat -ano | findstr :{http_port}')) + + print(f'LISTENING on port {grpc_port}:') + print(subprocess.getoutput(f'netstat -ano | findstr :{grpc_port}')) + else: + print('service not running') + + +def start_service(project_base): + http_port = None + grpc_port = None + + service_conf_path = os.path.join(project_base, 'conf/service_conf.yaml') + if os.path.isfile(service_conf_path): + config = load_yaml_conf(service_conf_path) + http_port = config.get('fateflow').get('http_port') + grpc_port = config.get('fateflow').get('grpc_port') + + if not http_port or not grpc_port: + print(f'service conf not found or missing port information: {service_conf_path}') + exit(1) + + pid = get_pid(http_port, grpc_port) + if pid: + print(f'service already started. pid: {pid}') + return + + log_dir = os.path.join(project_base, 'logs') + make_logs_dir(log_dir) + + command = ['python', os.path.join(project_base, 'fate_flow_server.py')] + # print(f'command:{command}') + stdout = open(os.path.join(log_dir, 'console.log'), 'a') + stderr = open(os.path.join(log_dir, 'error.log'), 'a') + + subprocess.Popen(command, stdout=stdout, stderr=stderr) + + for _ in range(100): + time.sleep(0.1) + pid = get_pid(http_port, grpc_port) + if pid: + print(f'service started successfully. pid: {pid}') + return + + pid = get_pid(http_port, grpc_port) + if pid: + print(f'service started successfully. pid: {pid}') + else: + print( + f'service start failed, please check {os.path.join(log_dir, "error.log")} and {os.path.join(log_dir, "console.log")}') + + +def stop_service(http_port, grpc_port): + pid = get_pid(http_port, grpc_port) + if not pid: + print('service not running') + return + task_list = subprocess.getoutput(f"tasklist /FI \"PID eq {pid}\"") + print(f'killing: {task_list}') + + try: + subprocess.run(['taskkill', '/F', '/PID', str(pid)]) + time.sleep(1) + except subprocess.CalledProcessError: + print('failed to kill the process') + return + + if get_pid(http_port, grpc_port): + print('failed to stop the service') + else: + print('service stopped successfully') + + + + diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index f7c32c3b0..334390984 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -57,7 +57,8 @@ def server_init(): LoggerFactory.LEVEL = LOG_LEVEL # set signal - signal.signal(signal.SIGCHLD, process_utils.wait_child_process) + if "win" not in sys.platform.lower(): + signal.signal(signal.SIGCHLD, process_utils.wait_child_process) init_adapter() diff --git a/python/setup.py b/python/setup.py index 008a8d29b..36d1a7417 100644 --- a/python/setup.py +++ b/python/setup.py @@ -6,13 +6,12 @@ packages = find_packages(".") install_requires = [ - "apsw<=3.10", + "apsw==3.38.5.post1", "Flask==2.2.5", "grpcio==1.46.3", "grpcio-tools==1.46.3", "requests<2.26.0", - "urllib3", - "ruamel-yaml", + "urllib3==1.26.5", "cachetools", "filelock", "pydantic", @@ -28,7 +27,8 @@ "kazoo", "shortuuid", "cos-python-sdk-v5", - "typing-extensions" + "typing-extensions", + "ruamel-yaml==0.16", ] extras_require = { "rabbitmq": ["pika==1.2.1"], @@ -63,7 +63,7 @@ entry_points = {"console_scripts": ["fate_flow = fate_flow.commands.server_cli:flow_server_cli"]} if os.path.exists(readme_path): - with open(readme_path, "r") as f: + with open(readme_path, "r", encoding='utf-8') as f: long_description = f.read() else: long_description = "fate flow" From 55bf35d10c1b359fea0f008bccacf7e48a7cc3e1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 13 Sep 2023 14:31:19 +0800 Subject: [PATCH 313/482] fix fate on spark Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/backend/_base.py | 2 +- python/fate_flow/manager/service/worker_manager.py | 4 +++- python/fate_flow/utils/process_utils.py | 3 ++- 3 files changed, 6 insertions(+), 3 deletions(-) diff --git a/python/fate_flow/engine/backend/_base.py b/python/fate_flow/engine/backend/_base.py index 19a821553..f98b10ad3 100644 --- a/python/fate_flow/engine/backend/_base.py +++ b/python/fate_flow/engine/backend/_base.py @@ -100,7 +100,7 @@ def generate_component_run_cmd(provider_name, conf_path, output_path=""): else: raise ValueError(f"load provider {provider_name} failed") - + os.environ.pop("FATE_TASK_CONFIG", None) common_cmd = [ module_file_path, "component", diff --git a/python/fate_flow/manager/service/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py index fd808da2f..bbd887e78 100644 --- a/python/fate_flow/manager/service/worker_manager.py +++ b/python/fate_flow/manager/service/worker_manager.py @@ -52,6 +52,8 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa extra_env.update(params_env) if executable: process_cmd = executable + # fix spark stderr + stderr = None else: process_cmd = [os.getenv("EXECUTOR_ENV") or sys.executable or "python3"] process_cmd.extend(common_cmd) @@ -72,7 +74,7 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa else: if sync: _code = p.wait() - _e = p.stderr.read() + _e = p.stderr.read() if p.stderr else None if _e and _code: logging.error(f"process {worker_name.value} run error[code:{_code}]\n: {_e.decode()}") return p diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index 0d95a6cc4..8fa085290 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -14,6 +14,7 @@ # limitations under the License. # import errno +import json import os import subprocess import time @@ -64,7 +65,7 @@ def run_subprocess( if name.endswith("PATH") and subprocess_env.get(name) is not None: value += ':' + subprocess_env[name] subprocess_env[name] = value - logger.info(f"RUN ENV: {subprocess_env}") + logger.info(f"RUN ENV：{json.dumps(subprocess_env)}") p = subprocess.Popen(process_cmd, stdout=std, stderr=stderr, From 31959176090c55c0f7650b1ef1950dbc7c06af96 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 13 Sep 2023 14:32:29 +0800 Subject: [PATCH 314/482] server cli warn Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/commands/server_cli.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/python/fate_flow/commands/server_cli.py b/python/fate_flow/commands/server_cli.py index ef6ae3816..b0147e98a 100644 --- a/python/fate_flow/commands/server_cli.py +++ b/python/fate_flow/commands/server_cli.py @@ -167,6 +167,9 @@ def init_server(ip, port, home): print(f"port: {port}") config["fateflow"]["http_port"] = port if home: + if not os.path.isabs(home): + raise RuntimeError(f"Please use an absolute path: {home}") + os.makedirs(home, exist_ok=True) print(f"home: {home}") replace_settings(home) From b63c44e183b4e290d142b00f8bd8a847635dbc6f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 13 Sep 2023 15:36:10 +0800 Subject: [PATCH 315/482] fix log bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/service/worker_manager.py | 4 ---- 1 file changed, 4 deletions(-) diff --git a/python/fate_flow/manager/service/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py index bbd887e78..a68ad26d3 100644 --- a/python/fate_flow/manager/service/worker_manager.py +++ b/python/fate_flow/manager/service/worker_manager.py @@ -36,8 +36,6 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa extra_env: dict = None, record=False, stderr=None, sync=False, **kwargs): if not extra_env: extra_env = {} - if sync: - stderr = subprocess.PIPE worker_id = uuid1().hex config_dir, std_dir = cls.get_process_dirs( job_id=task_info.get("job_id"), @@ -52,8 +50,6 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa extra_env.update(params_env) if executable: process_cmd = executable - # fix spark stderr - stderr = None else: process_cmd = [os.getenv("EXECUTOR_ENV") or sys.executable or "python3"] process_cmd.extend(common_cmd) From 12bc631407609a2c2e2405b7d6f927bd49427c44 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 13 Sep 2023 17:14:51 +0800 Subject: [PATCH 316/482] update spark home Signed-off-by: zhihuiwan <15779896112@163.com> --- bin/init_env.sh | 1 + python/fate_flow/engine/backend/_spark.py | 7 ++----- 2 files changed, 3 insertions(+), 5 deletions(-) diff --git a/bin/init_env.sh b/bin/init_env.sh index 5c9010bb0..4fe16242f 100644 --- a/bin/init_env.sh +++ b/bin/init_env.sh @@ -22,6 +22,7 @@ export FATE_PYTHONPATH= export EGGROLL_HOME= export PYTHONPATH= export FATE_ENV= +export SPARK_HOME= export FATE_LOG_LEVEL=DEBUG diff --git a/python/fate_flow/engine/backend/_spark.py b/python/fate_flow/engine/backend/_spark.py index a6eb456ab..5d49f2b4f 100644 --- a/python/fate_flow/engine/backend/_spark.py +++ b/python/fate_flow/engine/backend/_spark.py @@ -15,17 +15,14 @@ # import os -from fate_flow.db.db_models import Task from fate_flow.engine.backend._base import LocalEngine -from fate_flow.entity.code import KillProcessRetCode -from fate_flow.entity.types import TaskStatus, WorkerName +from fate_flow.entity.types import WorkerName from fate_flow.manager.service.worker_manager import WorkerManager -from fate_flow.utils import job_utils, process_utils class SparkEngine(LocalEngine): def run(self, task_info, run_parameters, conf_path, output_path, engine_run, provider_name, **kwargs): - spark_home = None + spark_home = os.environ.get("SPARK_HOME", None) if not spark_home: try: import pyspark From 8ff61c68ffad726ca4984822a328f69817ae3e42 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 15 Sep 2023 17:42:55 +0800 Subject: [PATCH 317/482] update quick start Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 20 ++++++++++---------- doc/quick_start.zh.md | 20 ++++++++++---------- 2 files changed, 20 insertions(+), 20 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index 76d19c5df..8c0149225 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -33,10 +33,10 @@ fate_flow status/start/stop/restart ``` ### 1.2 Standalone Deployment -Refer to [Standalone Deployment](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/standalone-deploy/README.zh.md). +Refer to [Standalone Deployment](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/deploy/standalone-deploy/README.zh.md). ### 1.3 Cluster Deployment -Refer to [All-in-one Deployment](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md). +Refer to [Allinone Deployment](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md). ## 2. User Guide FATE provides client tools including SDK, CLI, and Pipeline. If you don't have FATE Client deployed in your environment, you can download it using `pip install fate_client`. The following operations are based on CLI. @@ -49,7 +49,7 @@ In version 2.0-beta, data uploading is a two-step process: #### 2.1.1 upload ##### 2.1.1.1 Configuration and Data -- Upload configuration can be found at [examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/upload), and the data is located at [upload-data](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/data). +- Upload configuration can be found at [examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/upload), and the data is located at [upload-data](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/data). - You can also use your own data and modify the "meta" information in the upload configuration. ##### 2.1.1.2 Upload Guest Data @@ -87,7 +87,7 @@ If the returned code is 0, the upload was successful. #### 2.1.2 Transformer ##### 2.1.2.1 Configuration -- Transformer configuration can be found at [examples-transformer](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/transformer). +- Transformer configuration can be found at [examples-transformer](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/transformer). ##### 2.1.2.2 Transform Guest Data - Configuration path: examples/transformer/transformer_guest.json @@ -131,8 +131,8 @@ If the returned code is 0, the upload was successful. #### 2.2.1 Submitting a Job Once your data is prepared, you can start submitting jobs to FATE Flow: -- The configuration for training jobs can be found in [lr-train](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/train_lr.yaml). -- The configuration for prediction jobs can be found in [lr-predict](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/predict_lr.yaml). To use it, modify the "dag.conf.model_warehouse" to point to the output model of your training job. +- The configuration for training jobs can be found in [lr-train](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/lr/train_lr.yaml). +- The configuration for prediction jobs can be found in [lr-predict](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/lr/predict_lr.yaml). To use it, modify the "dag.conf.model_warehouse" to point to the output model of your training job. - In the training and prediction job configurations, the site IDs are set to "9998" and "9999." If your deployment environment is the cluster version, you need to replace them with the actual site IDs. For the standalone version, you can use the default configuration. - If you want to use your own data, you can change the "namespace" and "name" of "data_warehouse" for both the guest and host in the configuration. - To submit a job, use the following command: @@ -325,7 +325,7 @@ The download result will be as follows: ``` ## 3. More Documentation -- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/doc/swagger/swagger.yaml) -- [CLI](https://github.com/FederatedAI/FATE-Client/blob/dev-2.0.0-beta/python/fate_client/flow_cli/build/doc) -- [Pipeline](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/tutorial) -- [FATE Algorithms](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/2.0/components) \ No newline at end of file +- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/doc/swagger/swagger.yaml) +- [CLI](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0-beta/python/fate_client/flow_cli/build/doc) +- [Pipeline](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/tutorial) +- [FATE Algorithms](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/components) \ No newline at end of file diff --git a/doc/quick_start.zh.md b/doc/quick_start.zh.md index 141669dc7..969d46913 100644 --- a/doc/quick_start.zh.md +++ b/doc/quick_start.zh.md @@ -31,10 +31,10 @@ fate_flow status/start/stop/restart ``` ### 1.2 单机版部署 -参考[单机版部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/standalone-deploy/README.zh.md) +参考[单机版部署](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/deploy/standalone-deploy/README.zh.md) ### 1.3 集群部署 -参考[allinone部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md) +参考[allinone部署](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md) ## 2. 使用指南 fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 @@ -45,7 +45,7 @@ fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部 - transformer: 将数据转化成dataframe #### 2.1.1 upload #### 2.1.1.1 配置及数据 - - 上传配置位于[examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/upload)，上传数据位于[upload-data](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/data) + - 上传配置位于[examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/upload)，上传数据位于[upload-data](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/data) - 你也可以使用自己的数据，并修改upload配置中的"meta"信息。 #### 2.1.1.2 上传guest方数据 ```shell @@ -117,7 +117,7 @@ flow table query --namespace upload --name 36491bc8-3fef-11ee-be05-16b977118319 #### 2.1.2 transformer #### 2.1.2.1 配置 - - transformer配置位于[examples-transformer](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/transformer) + - transformer配置位于[examples-transformer](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/transformer) #### 2.1.2.2 transformer guest - 配置路径位于： examples/transformer/transformer_guest.json - 修改配置中"data_warehouse"的"namespace"和"name"：上面upload guest阶段的输出 @@ -158,8 +158,8 @@ flow table query --namespace experiment --name breast_hetero_host ### 2.2 开始FATE作业 #### 2.2.1 提交作业 当你的数据准备好后，可以开始提交作业给FATE Flow： -- 训练job配置example位于[lr-train](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/train_lr.yaml); -- 预测job配置example位于[lr-predict](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/examples/lr/predict_lr.yaml);预测任务需要修改"dag.conf.model_warehouse"成训练作业的输出模型。 +- 训练job配置example位于[lr-train](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/lr/train_lr.yaml); +- 预测job配置example位于[lr-predict](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/lr/predict_lr.yaml);预测任务需要修改"dag.conf.model_warehouse"成训练作业的输出模型。 - 训练和预测job配置中站点id为"9998"和"9999"。如果你的部署环境为集群版，需要替换成真实的站点id；单机版可使用默认配置。 - 如果想要使用自己的数据，可以更改配置中guest和host的data_warehouse的namespace和name - 提交作业的命令为: @@ -555,7 +555,7 @@ flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $do ``` ## 3.更多文档 -- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0-beta/doc/swagger/swagger.yaml) -- [CLI](https://github.com/FederatedAI/FATE-Client/blob/dev-2.0.0-beta/python/fate_client/flow_cli/build/doc) -- [Pipeline](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/tutorial) -- [FATE算法](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/2.0/components) +- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/doc/swagger/swagger.yaml) +- [CLI](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0-beta/python/fate_client/flow_cli/build/doc) +- [Pipeline](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/tutorial) +- [FATE算法](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/components) From fcea9e82106988209b12c39cca3e0b516fbff80b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 15 Sep 2023 17:49:08 +0800 Subject: [PATCH 318/482] update quick start Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 3 ++- doc/quick_start.zh.md | 3 ++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index 8c0149225..bfd79833c 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -328,4 +328,5 @@ The download result will be as follows: - [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/doc/swagger/swagger.yaml) - [CLI](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0-beta/python/fate_client/flow_cli/build/doc) - [Pipeline](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/tutorial) -- [FATE Algorithms](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/components) \ No newline at end of file +- [FATE Quick Start](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/quick_start.md) +- [FATE Algorithms](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/fate) \ No newline at end of file diff --git a/doc/quick_start.zh.md b/doc/quick_start.zh.md index 969d46913..90176526b 100644 --- a/doc/quick_start.zh.md +++ b/doc/quick_start.zh.md @@ -558,4 +558,5 @@ flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $do - [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/doc/swagger/swagger.yaml) - [CLI](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0-beta/python/fate_client/flow_cli/build/doc) - [Pipeline](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/tutorial) -- [FATE算法](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/components) +- [FATE快速开始](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/quick_start.md) +- [FATE算法](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/fate) From cbdab4818b68dfcb4e91f68b6d868d69e7729a49 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 15 Sep 2023 18:15:08 +0800 Subject: [PATCH 319/482] update release Signed-off-by: zhihuiwan <15779896112@163.com> --- RELEASE.md | 11 +++++++++++ 1 file changed, 11 insertions(+) diff --git a/RELEASE.md b/RELEASE.md index 422623e48..7530fbd6e 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -1,3 +1,14 @@ +## Release 2.0.0-beta +### Major Features and Improvements +* Migrated functions: data upload/download, process scheduling, component output data/model/metric management, multi-storage adaptation for models, authentication, authorization, feature anonymization, multi-computing/storage/communication engine adaptation, and system high availability +* Optimized process scheduling, with scheduling separated and customizable, and added priority scheduling +* Optimized algorithm component scheduling, dividing execution steps into preprocessing, running, and post-processing +* Optimized multi-version algorithm component registration, supporting registration for mode of components +* Optimized client authentication logic, supporting permission management for multiple clients +* Optimized RESTful interface, making parameter fields and types, return fields, and status codes clearer +* Decoupling the system layer from the algorithm layer, with system configuration moved from the FATE repository to the Flow repository +* Published FATE Flow package to PyPI and added service-level CLI for service management + ## Release 2.0.0-alpha ### Feature Highlights * Adapted to new scalable and standardized federated DSL IR From 5b1b72fb0752077ad4b1b66279575c96a57b7bd4 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 20 Oct 2023 14:34:29 +0800 Subject: [PATCH 320/482] update fate flow Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/provider_app.py | 9 +- python/fate_flow/apps/desc.py | 1 + python/fate_flow/apps/desc_zh.py | 1 + python/fate_flow/apps/partner/partner_app.py | 14 +- .../fate_flow/apps/scheduler/scheduler_app.py | 12 +- .../federated.py} | 0 python/fate_flow/controller/job_controller.py | 62 +- .../fate_flow/controller/task_controller.py | 28 +- python/fate_flow/db/base_models.py | 2 +- python/fate_flow/db/db_models.py | 9 +- python/fate_flow/db/schedule_models.py | 2 + python/fate_flow/detection/detector.py | 2 +- python/fate_flow/engine/devices/__init__.py | 2 +- python/fate_flow/engine/devices/_container.py | 39 +- python/fate_flow/entity/spec/dag/__init__.py | 4 +- python/fate_flow/entity/spec/dag/_artifact.py | 1 + python/fate_flow/entity/spec/dag/_job.py | 14 +- python/fate_flow/entity/spec/dag/_output.py | 24 + python/fate_flow/entity/types/_api.py | 5 + python/fate_flow/fate_flow_server.py | 2 +- python/fate_flow/hub/flow_hub.py | 14 +- python/fate_flow/hub/parser/__init__.py | 9 +- python/fate_flow/hub/parser/fate/_parser.py | 215 +++++- python/fate_flow/hub/provider/__init__.py | 10 +- python/fate_flow/hub/provider/docker.py | 65 ++ .../hub/provider/{fate.py => local.py} | 4 + python/fate_flow/hub/scheduler/__init__.py | 65 -- .../hub/scheduler/fate/_scheduler.py | 640 ----------------- .../manager/container/docker_manager.py | 30 +- .../manager/service/provider_manager.py | 38 +- python/fate_flow/operation/base_saver.py | 25 +- python/fate_flow/operation/job_saver.py | 12 +- python/fate_flow/runtime/runtime_config.py | 9 +- python/fate_flow/scheduler/__init__.py | 24 +- python/fate_flow/scheduler/job_scheduler.py | 651 +++++++++++++++++- python/fate_flow/utils/api_utils.py | 2 +- python/fate_flow/utils/job_utils.py | 33 +- python/fate_flow/utils/log_utils.py | 4 +- python/ofx/api/models/scheduler.py | 42 -- 39 files changed, 1178 insertions(+), 947 deletions(-) rename python/fate_flow/{scheduler/federated_scheduler.py => controller/federated.py} (100%) create mode 100644 python/fate_flow/hub/provider/docker.py rename python/fate_flow/hub/provider/{fate.py => local.py} (94%) delete mode 100644 python/fate_flow/hub/scheduler/__init__.py delete mode 100644 python/fate_flow/hub/scheduler/fate/_scheduler.py delete mode 100644 python/ofx/api/models/scheduler.py diff --git a/python/fate_flow/apps/client/provider_app.py b/python/fate_flow/apps/client/provider_app.py index 82ff5d845..c5f7dd962 100644 --- a/python/fate_flow/apps/client/provider_app.py +++ b/python/fate_flow/apps/client/provider_app.py @@ -15,7 +15,8 @@ # from webargs import fields -from fate_flow.apps.desc import PROVIDER_NAME, DEVICE, VERSION, COMPONENT_METADATA, PROVIDER_ALL_NAME +from fate_flow.apps.desc import PROVIDER_NAME, DEVICE, VERSION, COMPONENT_METADATA, PROVIDER_ALL_NAME, \ + COMPONENTS_DESCRIPTION, PROTOCOL from fate_flow.errors.server_error import DeviceNotSupported from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.utils.api_utils import API @@ -26,10 +27,12 @@ @API.Input.json(device=fields.String(required=True), desc=DEVICE) @API.Input.json(version=fields.String(required=True), desc=VERSION) @API.Input.json(metadata=fields.Dict(required=True), desc=COMPONENT_METADATA) -def register(name, device, version, metadata): +@API.Input.json(protocol=fields.String(required=False), desc=PROTOCOL) +@API.Input.json(components_description=fields.Dict(required=False), desc=COMPONENTS_DESCRIPTION) +def register(name, device, version, metadata, components_description=None, protocol=None): provider = ProviderManager.get_provider(name=name, device=device, version=version, metadata=metadata, check=True) if provider: - operator_type = ProviderManager.register_provider(provider) + operator_type = ProviderManager.register_provider(provider, components_description, protocol) return API.Output.json(message=f"{operator_type} success") else: return API.Output.fate_flow_exception(DeviceNotSupported(device=device)) diff --git a/python/fate_flow/apps/desc.py b/python/fate_flow/apps/desc.py index e746a9d6b..9834c08cd 100644 --- a/python/fate_flow/apps/desc.py +++ b/python/fate_flow/apps/desc.py @@ -71,6 +71,7 @@ DEVICE = "Component running mode" VERSION = "Component version" COMPONENT_METADATA = "Detailed information about component registration" +COMPONENTS_DESCRIPTION = "Components description" PROVIDER_ALL_NAME = "Registered algorithm full name, provider + ':' + version + '@' + running mode, e.g., fate:2.0.0@local" # permission diff --git a/python/fate_flow/apps/desc_zh.py b/python/fate_flow/apps/desc_zh.py index 56593fcc6..a82b4602e 100644 --- a/python/fate_flow/apps/desc_zh.py +++ b/python/fate_flow/apps/desc_zh.py @@ -70,6 +70,7 @@ DEVICE = "组件运行模式" VERSION = "组件版本" COMPONENT_METADATA = "组件注册详细信息" +COMPONENTS_DESCRIPTION = "组件描述" PROVIDER_ALL_NAME = "注册的算法全名，提供方+':'+版本+'@'+运行模式，如: fate:2.0.0@local" # permission diff --git a/python/fate_flow/apps/partner/partner_app.py b/python/fate_flow/apps/partner/partner_app.py index f12e9dbad..3a6e146a0 100644 --- a/python/fate_flow/apps/partner/partner_app.py +++ b/python/fate_flow/apps/partner/partner_app.py @@ -30,14 +30,15 @@ @manager.route('/job/create', methods=['POST']) -@API.Input.json(dag_schema=fields.Dict(required=True)) +@API.Input.json(dag=fields.Dict(required=True)) +@API.Input.json(schema_version=fields.String(required=True)) @API.Input.json(job_id=fields.String(required=True)) @API.Input.json(role=fields.String(required=True)) @API.Input.json(party_id=fields.String(required=True)) @create_job_request_check -def partner_create_job(dag_schema, job_id, role, party_id): +def partner_create_job(dag, schema_version, job_id, role, party_id): try: - JobController.create_job(dag_schema, job_id, role, party_id) + JobController.create_job(dag, schema_version, job_id, role, party_id) return API.Output.json() except Exception as e: stat_logger.exception(e) @@ -178,7 +179,12 @@ def return_task_resource(job_id, role, party_id, task_id, task_version): @API.Input.json(task_version=fields.Integer(required=True)) @task_request_proxy(filter_local=True) def start_task(job_id, role, party_id, task_id, task_version): - if TaskController.start_task(job_id, role, party_id, task_id, task_version): + task = JobSaver.query_task(task_id=task_id, task_version=task_version, role=role, party_id=party_id)[0] + if not task: + return API.Output.fate_flow_exception( + NoFoundTask(job_id=job_id, role=role, party_id=party_id, task_id=task_id, task_version=task_version) + ) + if TaskController.start_task(task): return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') else: return API.Output.fate_flow_exception(StartTaskFailed( diff --git a/python/fate_flow/apps/scheduler/scheduler_app.py b/python/fate_flow/apps/scheduler/scheduler_app.py index 6e0cf614c..bf2d32e55 100644 --- a/python/fate_flow/apps/scheduler/scheduler_app.py +++ b/python/fate_flow/apps/scheduler/scheduler_app.py @@ -14,6 +14,7 @@ # limitations under the License. from webargs import fields +from fate_flow.entity.spec.dag import DAGSchema from fate_flow.errors.server_error import UpdateTaskFailed from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.scheduler.job_scheduler import DAGScheduler @@ -23,9 +24,11 @@ @manager.route('/job/create', methods=['POST']) -@API.Input.json(dag_schema=fields.Dict(required=True)) -def create_job(dag_schema): - submit_result = DAGScheduler.submit(dag_schema) +@API.Input.json(dag=fields.Dict(required=True)) +@API.Input.json(schema_version=fields.String(required=True)) +def create_job(dag, schema_version): + dag = DAGSchema(dag=dag, schema_version=schema_version) + submit_result = DAGScheduler.create_all_job(dag.dict()) return API.Output.json(**submit_result) @@ -57,8 +60,7 @@ def report_task(job_id, role, party_id, task_id, task_version, status=None): @API.Input.json(job_id=fields.String(required=True)) @API.Input.json(stop_status=fields.String(required=False)) def stop_job(job_id, stop_status=None): - retcode, retmsg = DAGScheduler.stop_job(job_id=job_id, - stop_status=stop_status) + retcode, retmsg = DAGScheduler.stop_job(job_id, stop_status) return API.Output.json(code=retcode, message=retmsg) diff --git a/python/fate_flow/scheduler/federated_scheduler.py b/python/fate_flow/controller/federated.py similarity index 100% rename from python/fate_flow/scheduler/federated_scheduler.py rename to python/fate_flow/controller/federated.py diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 08db997e8..300c015eb 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -19,18 +19,18 @@ from fate_flow.controller.task_controller import TaskController from fate_flow.db import Job from fate_flow.engine.storage import Session -from fate_flow.entity.spec.dag import DAGSchema, JobConfSpec, InheritConfSpec +from fate_flow.entity.spec.dag import DAGSchema, InheritConfSpec from fate_flow.entity.types import EndStatus, JobStatus, TaskStatus from fate_flow.entity.code import ReturnCode -from fate_flow.errors.server_error import NoFoundJob, InheritanceFailed +from fate_flow.errors.server_error import NoFoundJob from fate_flow.manager.metric.metric_manager import OutputMetric from fate_flow.manager.model.model_manager import PipelinedModel from fate_flow.manager.model.model_meta import ModelMeta from fate_flow.manager.service.output_manager import OutputDataTracking from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver -from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.scheduler.federated_scheduler import FederatedScheduler +from fate_flow.controller.federated import FederatedScheduler +from fate_flow.scheduler.job_scheduler import DAGScheduler from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.job_utils import get_job_log_directory, save_job_dag from fate_flow.utils.log_utils import schedule_logger @@ -39,18 +39,19 @@ class JobController(object): @classmethod def request_create_job(cls, dag_schema: dict, user_name: str = None, is_local=False): - dag_schema = DAGSchema(**dag_schema) - RuntimeConfig.SCHEDULER.check_job_parameters(dag_schema, is_local) + schema = DAGSchema(**dag_schema) + parser = DAGScheduler.dag_parser(schema) + parser.check_job_params(schema) + parser.update_job_default_params(schema, is_local=is_local) response = FederatedScheduler.request_create_job( - party_id=dag_schema.dag.conf.scheduler_party_id, - initiator_party_id=dag_schema.dag.conf.initiator_party_id, - command_body={ - "dag_schema": dag_schema.dict(exclude_defaults=True) - }) + party_id=schema.dag.conf.scheduler_party_id, + initiator_party_id=schema.dag.conf.initiator_party_id, + command_body=schema.dict() + ) if user_name and response.get("code") == ReturnCode.Base.SUCCESS: JobSaver.update_job_user(job_id=response.get("job_id"), user_name=user_name) if response and isinstance(response, dict) and response.get("code") == ReturnCode.Base.SUCCESS: - save_job_dag(job_id=response.get("job_id"), dag=dag_schema.dict(exclude_defaults=True)) + save_job_dag(job_id=response.get("job_id"), dag=dag_schema) return response @classmethod @@ -78,9 +79,10 @@ def request_rerun_job(cls, job): return response @classmethod - def create_job(cls, dag_schema: dict, job_id: str, role: str, party_id: str): + def create_job(cls, dag, schema_version, job_id: str, role: str, party_id: str): + # create job and task schedule_logger(job_id).info(f"start create job {job_id} {role} {party_id}") - dag_schema = DAGSchema(**dag_schema) + dag_schema = DAGSchema(dag=dag, schema_version=schema_version) job_info = { "job_id": job_id, "role": role, @@ -94,11 +96,12 @@ def create_job(cls, dag_schema: dict, job_id: str, role: str, party_id: str): "model_id": dag_schema.dag.conf.model_id, "model_version": dag_schema.dag.conf.model_version } - party_parameters, task_run, task_cores = RuntimeConfig.SCHEDULER.adapt_party_parameters(dag_schema, role) + party_parameters, task_run, task_cores = DAGScheduler.adapt_party_parameters(dag_schema, role) schedule_logger(job_id).info(f"party_job_parameters: {party_parameters}") schedule_logger(job_id).info(f"role {role} party_id {party_id} task run: {task_run}, task cores {task_cores}") job_info.update(party_parameters) JobSaver.create_job(job_info=job_info) + # create task TaskController.create_tasks(job_id, role, party_id, dag_schema, task_run=task_run, task_cores=task_cores) @classmethod @@ -326,35 +329,6 @@ def add_notes(job_id, role, party_id, notes): class JobInheritance: - @classmethod - def check(cls, inheritance: InheritConfSpec = None): - if not inheritance: - return - if not inheritance.task_list: - raise InheritanceFailed( - task_list=inheritance.task_list, - position="dag_schema.dag.conf.inheritance.task_list" - ) - inheritance_jobs = JobSaver.query_job(job_id=inheritance.job_id) - inheritance_tasks = JobSaver.query_task(job_id=inheritance.job_id) - if not inheritance_jobs: - raise InheritanceFailed(job_id=inheritance.job_id, detail=f"no found job {inheritance.job_id}") - task_status = {} - for task in inheritance_tasks: - task_status[task.f_task_name] = task.f_status - - for task_name in inheritance.task_list: - if task_name not in task_status.keys(): - raise InheritanceFailed(job_id=inheritance.job_id, task_name=task_name, detail="no found task name") - elif task_status[task_name] not in [TaskStatus.SUCCESS, TaskStatus.PASS]: - raise InheritanceFailed( - job_id=inheritance.job_id, - task_name=task_name, - task_status=task_status[task_name], - detail=f"task status need in [{TaskStatus.SUCCESS}, {TaskStatus.PASS}]" - ) - # todo: parsing and judging whether job can be inherited - @classmethod def load(cls, job: Job): # load inheritance: data、model、metric、logs diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index 5f193f20f..616593e06 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -20,19 +20,19 @@ from fate_flow.db.db_models import Task from fate_flow.db.schedule_models import ScheduleTask, ScheduleJob, ScheduleTaskStatus -from fate_flow.engine.devices import build_engine +from fate_flow.engine.devices import build_engine, EngineABC from fate_flow.entity.spec.dag import DAGSchema, LauncherSpec from fate_flow.hub.flow_hub import FlowHub from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.manager.service.worker_manager import WorkerManager from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.scheduler.federated_scheduler import FederatedScheduler +from fate_flow.controller.federated import FederatedScheduler from fate_flow.entity.types import EndStatus, TaskStatus, FederatedCommunicationType, LauncherType from fate_flow.entity.code import FederatedSchedulingStatusCode from fate_flow.operation.job_saver import JobSaver, ScheduleJobSaver from fate_flow.utils import job_utils -from fate_flow.utils.base_utils import current_timestamp, json_dumps +from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.log_utils import schedule_logger @@ -101,7 +101,9 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, cls.update_local(task) cls.update_launcher_config(task, task_parser.task_runtime_launcher, task_parameters) task.f_component_parameters = task_parameters.dict() - JobSaver.create_task(task.to_human_model_dict()) + status = JobSaver.create_task(task.to_human_model_dict()) + schedule_logger(job_id).info(task.to_human_model_dict()) + schedule_logger(job_id).info(status) @staticmethod def update_local(task): @@ -153,7 +155,12 @@ def create_scheduler_tasks_status(cls, job_id, dag_schema, task_version=0, auto_ schedule_logger(job_id).info("create schedule task status success") @classmethod - def start_task(cls, job_id, role, party_id, task_id, task_version): + def start_task(cls, task: Task): + job_id = task.f_job_id + role = task.f_role + party_id = task.f_party_id + task_id = task.f_task_id + task_version = task.f_task_version schedule_logger(job_id).info( f"try to start task {task_id} {task_version} on {role} {party_id} executor subprocess") task_executor_process_start_status = False @@ -166,7 +173,6 @@ def start_task(cls, job_id, role, party_id, task_id, task_version): } is_failed = False try: - task = JobSaver.query_task(task_id=task_id, task_version=task_version, role=role, party_id=party_id)[0] run_parameters = task.f_component_parameters schedule_logger(job_id).info(f"task run parameters: {run_parameters}") task_executor_process_start_status = False @@ -178,7 +184,7 @@ def start_task(cls, job_id, role, party_id, task_id, task_version): run_parameters_path = os.path.join(config_dir, 'preprocess_parameters.yaml') with open(run_parameters_path, 'w') as fw: yaml.dump(run_parameters, fw) - backend_engine = build_engine(task.f_provider_name) + backend_engine = cls.build_task_engine(task.f_provider_name) run_info = backend_engine.run(task=task, run_parameters=run_parameters, run_parameters_path=run_parameters_path, @@ -331,7 +337,7 @@ def stop_task(cls, task: Task, stop_status): def kill_task(cls, task: Task): kill_status = False try: - backend_engine = build_engine(task.f_provider_name) + backend_engine = cls.build_task_engine(task.f_provider_name) if backend_engine: backend_engine.kill(task) backend_engine.cleanup(task) @@ -353,10 +359,14 @@ def kill_task(cls, task: Task): @classmethod def clean_task(cls, task): try: - backend_engine = build_engine(task.f_provider_name) + backend_engine = cls.build_task_engine(task.f_provider_name) if backend_engine: schedule_logger(task.f_job_id).info(f"start clean task:[{task.f_task_id} {task.f_task_version}]") backend_engine.cleanup(task) WorkerManager.kill_task_all_workers(task) except Exception as e: schedule_logger(task.f_job_id).exception(e) + + @classmethod + def build_task_engine(cls, provider_name) -> EngineABC: + return build_engine(provider_name) diff --git a/python/fate_flow/db/base_models.py b/python/fate_flow/db/base_models.py index 9a9f23161..4884d5e2b 100644 --- a/python/fate_flow/db/base_models.py +++ b/python/fate_flow/db/base_models.py @@ -427,7 +427,7 @@ def _create_entity(cls, entity_model, entity_info: dict) -> object: # sql_logger(job_id=entity_info.get("job_id", "fate_flow")).warning(e) # else: # raise Exception("Create {} failed:\n{}".format(entity_model, e)) - pass + raise Exception(e) except Exception as e: raise Exception("Create {} failed:\n{}".format(entity_model, e)) diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index b3826d1dd..01c4cf904 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -17,9 +17,12 @@ from peewee import CharField, TextField, BigIntegerField, IntegerField, BooleanField, CompositeKey, BigAutoField from fate_flow.db.base_models import DataBaseModel, JSONField +from fate_flow.entity.types import PROTOCOL class Job(DataBaseModel): + f_protocol = CharField(max_length=50, default=PROTOCOL.FATE_FLOW) + f_flow_id = CharField(max_length=25, default='') f_job_id = CharField(max_length=25, index=True) f_user_name = CharField(max_length=500, null=True, default='') f_description = TextField(null=True, default='') @@ -60,6 +63,7 @@ class Meta: class Task(DataBaseModel): + f_protocol = CharField(max_length=50, default=PROTOCOL.FATE_FLOW) f_job_id = CharField(max_length=25, index=True) f_role = CharField(max_length=50, index=True) f_party_id = CharField(max_length=50, index=True) @@ -204,16 +208,17 @@ class Meta: class ComponentInfo(DataBaseModel): f_provider_name = CharField(max_length=100) + f_protocol = CharField(max_length=20, default=PROTOCOL.FATE_FLOW) f_name = CharField(max_length=20, index=True) f_version = CharField(max_length=20) f_device = CharField(max_length=20) f_component_name = CharField(max_length=50) f_component_entrypoint = JSONField(null=True) - f_component_params = JSONField(null=True) + f_component_description = JSONField(null=True) class Meta: db_table = "t_component_info" - primary_key = CompositeKey("f_provider_name", "f_component_name") + primary_key = CompositeKey("f_provider_name", "f_component_name", "f_protocol") class PipelineModelMeta(DataBaseModel): diff --git a/python/fate_flow/db/schedule_models.py b/python/fate_flow/db/schedule_models.py index 14d974746..d293107d2 100644 --- a/python/fate_flow/db/schedule_models.py +++ b/python/fate_flow/db/schedule_models.py @@ -16,9 +16,11 @@ from peewee import CharField, TextField, IntegerField, BooleanField, BigIntegerField, CompositeKey from fate_flow.db.base_models import DataBaseModel, JSONField +from fate_flow.entity.types import PROTOCOL class ScheduleJob(DataBaseModel): + f_protocol = CharField(max_length=50, default=PROTOCOL.FATE_FLOW) f_job_id = CharField(max_length=25, index=True) f_priority = IntegerField(default=0) f_tag = CharField(max_length=50, null=True, default='') diff --git a/python/fate_flow/detection/detector.py b/python/fate_flow/detection/detector.py index 410f8f753..cc87bf5f9 100644 --- a/python/fate_flow/detection/detector.py +++ b/python/fate_flow/detection/detector.py @@ -19,7 +19,7 @@ from fate_flow.entity.types import TaskStatus, JobStatus from fate_flow.operation.job_saver import JobSaver from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.scheduler.federated_scheduler import FederatedScheduler +from fate_flow.controller.federated import FederatedScheduler from fate_flow.utils.cron import Cron from fate_flow.utils.log_utils import detect_logger diff --git a/python/fate_flow/engine/devices/__init__.py b/python/fate_flow/engine/devices/__init__.py index a88fd885c..0267ecbf8 100644 --- a/python/fate_flow/engine/devices/__init__.py +++ b/python/fate_flow/engine/devices/__init__.py @@ -12,6 +12,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +from fate_flow.engine.devices._base import EngineABC from fate_flow.entity.types import ProviderDevice from fate_flow.manager.service.provider_manager import ProviderManager @@ -31,4 +32,3 @@ def build_engine(provider_name: str): raise ValueError(f'engine device "{provider.device}" is not supported') return engine_session - diff --git a/python/fate_flow/engine/devices/_container.py b/python/fate_flow/engine/devices/_container.py index 214660241..55f220abd 100644 --- a/python/fate_flow/engine/devices/_container.py +++ b/python/fate_flow/engine/devices/_container.py @@ -18,12 +18,13 @@ from fate_flow.db.db_models import Task from fate_flow.engine.devices._base import EngineABC from fate_flow.entity.types import ProviderDevice +from fate_flow.runtime.component_provider import ComponentProvider from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.utils.log_utils import schedule_logger class ContainerdEngine(EngineABC): - def __init__(self, provider): + def __init__(self, provider: ComponentProvider): if provider.device == ProviderDevice.DOCKER: from fate_flow.manager.container.docker_manager import DockerManager self.manager = DockerManager(provider) @@ -37,35 +38,29 @@ def __init__(self, provider): def _get_name(task: Task): return f'{task.f_role}-{task.f_party_id}-{task.f_task_id}-{task.f_task_version}' - @staticmethod - def _get_command(task: Task): - return [ - '-m', - 'fate.components', - 'component', - 'execute', - '--process-tag', - task.f_execution_id, - '--env-name', - 'FATE_TASK_CONFIG', - ] + @classmethod + def _flatten_dict(cls, data, parent_key='', sep='.'): + items = {} + for key, value in data.items(): + new_key = f"{parent_key}{sep}{key}" if parent_key else key + if isinstance(value, dict): + items.update(cls._flatten_dict(value, new_key, sep=sep)) + else: + items[new_key] = value + return items - @staticmethod - def _get_environment(task: Task, run_parameters): - return { - 'FATE_JOB_ID': task.f_job_id, - 'FATE_TASK_CONFIG': yaml.dump(run_parameters), - } + @classmethod + def _get_environment(cls, task: Task, run_parameters): + return cls._flatten_dict(run_parameters) def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): name = self._get_name(task) - cmd = self._get_command(task) + cmd = None env = self._get_environment(task, run_parameters) schedule_logger(job_id=task.f_job_id).info(f"start run container {name}, cmd: {cmd}, env: {env}") self.manager.start(name, cmd, env) return { - 'run_ip': RuntimeConfig.JOB_SERVER_HOST, - 'cmd': cmd + 'run_ip': RuntimeConfig.JOB_SERVER_HOST } def kill(self, task: Task): diff --git a/python/fate_flow/entity/spec/dag/__init__.py b/python/fate_flow/entity/spec/dag/__init__.py index b8c5585c6..1cf7a3754 100644 --- a/python/fate_flow/entity/spec/dag/__init__.py +++ b/python/fate_flow/entity/spec/dag/__init__.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.entity.spec.dag._output import ComponentOutputMeta, MetricData +from fate_flow.entity.spec.dag._output import ComponentOutputMeta, MetricData, OutputArtifactType, OutputArtifactSpec, OutputArtifacts from fate_flow.entity.spec.dag._party import PartySpec from fate_flow.entity.spec.dag._job import DAGSchema, DAGSpec, JobConfSpec, TaskConfSpec, TaskSpec, PartyTaskSpec, \ InheritConfSpec, PartyTaskRefSpec @@ -22,7 +22,7 @@ from fate_flow.entity.spec.dag._artifact import RuntimeTaskOutputChannelSpec, DataWarehouseChannelSpec, \ ModelWarehouseChannelSpec, SourceInputArtifactSpec, RuntimeInputArtifacts, FlowRuntimeInputArtifacts,\ ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ - ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ArtifactSource + ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ArtifactSource, SourceInputArtifacts from fate_flow.entity.spec.dag._component import ComponentSpec, ComponentIOArtifactsTypeSpec from fate_flow.entity.spec.dag._computing import EggrollComputingSpec, SparkComputingSpec, StandaloneComputingSpec from fate_flow.entity.spec.dag._federation import StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, \ diff --git a/python/fate_flow/entity/spec/dag/_artifact.py b/python/fate_flow/entity/spec/dag/_artifact.py index 2b862eb6f..212402f22 100644 --- a/python/fate_flow/entity/spec/dag/_artifact.py +++ b/python/fate_flow/entity/spec/dag/_artifact.py @@ -127,6 +127,7 @@ def load_uri(cls, engine, address): class RuntimeTaskOutputChannelSpec(pydantic.BaseModel): producer_task: str output_artifact_key: str + output_artifact_type_alias: Optional[str] # protocol = "bfia" using roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] class Config: diff --git a/python/fate_flow/entity/spec/dag/_job.py b/python/fate_flow/entity/spec/dag/_job.py index 2f522ac37..8d6d0cfab 100644 --- a/python/fate_flow/entity/spec/dag/_job.py +++ b/python/fate_flow/entity/spec/dag/_job.py @@ -13,10 +13,11 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from typing import Optional, Union, Literal, Dict, List, Any +from typing import Optional, Union, Literal, Dict, List, Any, Tuple from pydantic import BaseModel +from fate_flow.entity.spec.dag._output import OutputArtifacts from fate_flow.entity.spec.dag._party import PartySpec from fate_flow.entity.spec.dag._artifact import RuntimeInputArtifacts, SourceInputArtifacts @@ -26,6 +27,7 @@ class TaskSpec(BaseModel): dependent_tasks: Optional[List[str]] parameters: Optional[Dict[Any, Any]] inputs: Optional[RuntimeInputArtifacts] + outputs: Optional[OutputArtifacts] parties: Optional[List[PartySpec]] conf: Optional[Dict[Any, Any]] stage: Optional[Union[Literal["train", "predict", "default", "cross_validation"]]] @@ -84,8 +86,16 @@ class DAGSpec(BaseModel): stage: Optional[Union[Literal["train", "predict", "default", "cross_validation"]]] tasks: Dict[str, TaskSpec] party_tasks: Optional[Dict[str, PartyTaskSpec]] + """ + BFIA PROTOCOL EXTRA + """ + flow_id: Optional[str] + old_job_id: Optional[str] + initiator: Optional[Tuple[Union[Literal["guest", "host", "arbiter", "local"]], str]] + class DAGSchema(BaseModel): - dag: DAGSpec + dag: Union[DAGSpec, Any] schema_version: str + kind: str = "fate" diff --git a/python/fate_flow/entity/spec/dag/_output.py b/python/fate_flow/entity/spec/dag/_output.py index ce182e751..2a711d6b0 100644 --- a/python/fate_flow/entity/spec/dag/_output.py +++ b/python/fate_flow/entity/spec/dag/_output.py @@ -100,3 +100,27 @@ class Status(pydantic.BaseModel): exceptions: typing.Optional[str] status: Status io_meta: typing.Optional[IOMeta] + + +class OutputArtifactSpec(pydantic.BaseModel): + output_artifact_key_alias: str + output_artifact_type_alias: str + roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] + + +class OutputArtifacts(pydantic.BaseModel): + data: Optional[Dict[str, Union[OutputArtifactSpec, List[OutputArtifactSpec]]]] + model: Optional[Dict[str, Union[OutputArtifactSpec, List[OutputArtifactSpec]]]] + metric: Optional[Dict[str, Union[OutputArtifactSpec, List[OutputArtifactSpec]]]] + + +class OutputArtifactType(object): + DATA = "data" + MODEL = "model" + METRIC = "metric" + + @classmethod + def types(cls): + for _type in [cls.DATA, cls.MODEL, cls.METRIC]: + yield _type + diff --git a/python/fate_flow/entity/types/_api.py b/python/fate_flow/entity/types/_api.py index 14775030d..7604df18f 100644 --- a/python/fate_flow/entity/types/_api.py +++ b/python/fate_flow/entity/types/_api.py @@ -16,3 +16,8 @@ class AppType: SITE = "site" CLIENT = "client" + + +class PROTOCOL: + FATE_FLOW = "fate" + BFIA = "bfia" diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index 334390984..37559e1dd 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -33,11 +33,11 @@ from fate_flow.detection.detector import Detector, FederatedDetector from fate_flow.entity.types import ProcessRole from fate_flow.scheduler import init_scheduler -from fate_flow.scheduler.job_scheduler import DAGScheduler from fate_flow.runtime.system_settings import ( GRPC_PORT, GRPC_SERVER_MAX_WORKERS, HOST, HTTP_PORT , GRPC_OPTIONS, FATE_FLOW_LOG_DIR, LOG_LEVEL, ) +from fate_flow.scheduler.job_scheduler import DAGScheduler from fate_flow.utils import process_utils from fate_flow.utils.grpc_utils import UnaryService, UnaryServiceOSX from fate_flow.utils.log import LoggerFactory, getLogger diff --git a/python/fate_flow/hub/flow_hub.py b/python/fate_flow/hub/flow_hub.py index f66561d94..10dc16f05 100644 --- a/python/fate_flow/hub/flow_hub.py +++ b/python/fate_flow/hub/flow_hub.py @@ -16,6 +16,7 @@ from importlib import import_module from fate_flow.entity.types import ProviderName, ProviderDevice +from fate_flow.hub.parser import JobParserABC from fate_flow.runtime.component_provider import ComponentProvider from fate_flow.runtime.system_settings import DEFAULT_JOB_PARSER_MODULE, DEFAULT_JOB_SCHEDULER_MODULE, \ DEFAULT_COMPONENTS_WRAPS_MODULE @@ -23,17 +24,11 @@ class FlowHub: @staticmethod - def load_job_parser(dag, module_name=DEFAULT_JOB_PARSER_MODULE): + def load_job_parser(dag, module_name=DEFAULT_JOB_PARSER_MODULE) -> JobParserABC: class_name = module_name.split(".")[-1] module = ".".join(module_name.split(".")[:-1]) return getattr(import_module(module), class_name)(dag) - @staticmethod - def load_job_scheduler(module_name=DEFAULT_JOB_SCHEDULER_MODULE): - class_name = module_name.split(".")[-1] - module = ".".join(module_name.split(".")[:-1]) - return getattr(import_module(module), class_name)() - @staticmethod def load_components_wraps(config, module_name=None): if not module_name: @@ -46,8 +41,11 @@ def load_components_wraps(config, module_name=None): def load_provider_entrypoint(provider: ComponentProvider): entrypoint = None if provider.name == ProviderName.FATE and provider.device == ProviderDevice.LOCAL: - from fate_flow.hub.provider.fate import LocalFateEntrypoint + from fate_flow.hub.provider.local import LocalFateEntrypoint entrypoint = LocalFateEntrypoint(provider) + elif provider.device == ProviderDevice.DOCKER: + from fate_flow.hub.provider.docker import DockerEntrypoint + entrypoint = DockerEntrypoint(provider) return entrypoint @staticmethod diff --git a/python/fate_flow/hub/parser/__init__.py b/python/fate_flow/hub/parser/__init__.py index 7431348bb..ca37de1e7 100644 --- a/python/fate_flow/hub/parser/__init__.py +++ b/python/fate_flow/hub/parser/__init__.py @@ -34,7 +34,6 @@ def task_parameters(self): class JobParserABC(metaclass=ABCMeta): - @property @abc.abstractmethod def topological_sort(self): ... @@ -63,3 +62,11 @@ def dataset_list(self, role, party_id): @abc.abstractmethod def role_parameters(self, role, party_id): ... + + @abc.abstractmethod + def check_job_params(self, **kwargs): + ... + + @abc.abstractmethod + def update_job_default_params(self, **kwargs): + ... diff --git a/python/fate_flow/hub/parser/fate/_parser.py b/python/fate_flow/hub/parser/fate/_parser.py index fd4b84bb4..4518c271b 100644 --- a/python/fate_flow/hub/parser/fate/_parser.py +++ b/python/fate_flow/hub/parser/fate/_parser.py @@ -23,13 +23,15 @@ RuntimeTaskOutputChannelSpec, ComponentSpec, EggrollComputingSpec, SparkComputingSpec, StandaloneComputingSpec, \ StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, \ PulsarFederationSpec, RabbitMQFederationSpec, FlowLogger, MLMDSpec, TaskRuntimeConfSpec, \ - DAGSchema, DAGSpec, PreTaskConfigSpec, FlowRuntimeInputArtifacts + DAGSchema, DAGSpec, PreTaskConfigSpec, FlowRuntimeInputArtifacts, JobConfSpec, OutputArtifactType from fate_flow.entity.types import EngineType, FederationEngine, DataSet, InputArtifactType, ArtifactSourceType, \ ComputingEngine +from fate_flow.errors.server_error import JobParamsError +from fate_flow.manager.model.model_meta import ModelMeta from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.runtime.system_settings import ENGINES, PROXY, FATE_FLOW_CONF_PATH, HOST, HTTP_PORT, PROTOCOL, \ - API_VERSION + API_VERSION, PARTY_ID, LOCAL_PARTY_ID from fate_flow.utils import job_utils, file_utils from .. import TaskParserABC, JobParserABC @@ -42,6 +44,7 @@ def __init__(self): self._component_ref = None self._component_spec = None self._upstream_inputs = dict() + self._outputs = dict() self._stage = None self._conf = None @@ -85,6 +88,14 @@ def upstream_inputs(self): def upstream_inputs(self, upstream_inputs): self._upstream_inputs = upstream_inputs + @property + def outputs(self): + return self._outputs + + @outputs.setter + def outputs(self, outputs): + self._outputs = outputs + @property def component_spec(self): return self._component_spec @@ -115,8 +126,8 @@ def conf(self, conf): class TaskParser(TaskParserABC): - def __init__(self, task_node, job_id, task_name, role, party_id, task_id="", execution_id="", model_id="", - model_version="", task_version=None, parties=None, provider=None): + def __init__(self, task_node, job_id, task_name, role=None, party_id=None, task_id="", execution_id="", model_id="", + model_version="", task_version=None, parties=None, provider=None, **kwargs): self.task_node = task_node self.model_id = model_id self.model_version = model_version @@ -326,15 +337,14 @@ def task_parameters(self) -> PreTaskConfigSpec: ) -class JobParser(JobParserABC): - def __init__(self, dag_conf): +class DagParser(object): + def __init__(self): self._dag = nx.DiGraph() self._links = dict() self._task_parameters = dict() self._task_parties = dict() self._tasks = dict() self._conf = dict() - self.parse_dag(dag_schema=dag_conf) def parse_dag(self, dag_schema: DAGSchema, component_specs: Dict[str, ComponentSpec] = None): dag_spec = dag_schema.dag @@ -360,9 +370,11 @@ def parse_dag(self, dag_schema: DAGSchema, component_specs: Dict[str, ComponentS self._tasks[name].component_ref = component_ref if component_specs: self._tasks[name].component_spec = component_specs[name] + self._init_task_runtime_parameters_and_conf(name, dag_schema, task_conf) self._init_upstream_inputs(name, dag_schema.dag) + self._init_outputs(name, dag_schema.dag) def _init_upstream_inputs(self, name, dag: DAGSpec): task_spec = dag.tasks[name] @@ -416,8 +428,7 @@ def _get_upstream_inputs(self, name, task_spec): if isinstance(channel_spec_list, list): inputs = [] for channel in channel_spec_list: - model_warehouse_channel = ModelWarehouseChannelSpec( - **channel.dict(exclude_defaults=True)) + model_warehouse_channel = ModelWarehouseChannelSpec(**channel.dict(exclude_defaults=True)) if model_warehouse_channel.model_id is None: model_warehouse_channel.model_id = \ self._conf.get("model_warehouse", {}).get("model_id", None) @@ -453,25 +464,42 @@ def _get_upstream_inputs(self, name, task_spec): dependent_task = channel_spec.producer_task self._add_edge(dependent_task, name) - upstream_inputs = self.check_and_add_runtime_roles(upstream_inputs, runtime_roles) + upstream_inputs = self.check_and_add_runtime_roles(upstream_inputs, runtime_roles, artifact_type="input") return upstream_inputs - @staticmethod - def check_and_add_runtime_roles(upstream_inputs, runtime_roles): - correct_inputs = copy.deepcopy(upstream_inputs) - for input_type in InputArtifactType.types(): - if input_type not in upstream_inputs: + def _init_outputs(self, name, dag: DAGSpec): + task_spec = dag.tasks[name] + + if not task_spec.outputs: + return + + runtime_roles = self._tasks[name].runtime_roles + outputs = dict() + + """ + role.party_id.output_type.output_artifact + role.party_id.output_type.output_artifact.roles = runtime_roles + """ + for output_type, outputs_dict in iter(task_spec.outputs): + if not outputs_dict: continue - for input_key, channel_list in upstream_inputs[input_type].items(): - if isinstance(channel_list, list): - for idx, channel in enumerate(channel_list): - if channel.roles is None: - correct_inputs[input_type][input_key][idx].roles = runtime_roles - else: - if channel_list.roles is None: - correct_inputs[input_type][input_key].roles = runtime_roles - return correct_inputs + if output_type not in outputs: + outputs[output_type] = dict() + + for output_key, output_artifact in outputs_dict.items(): + outputs[output_type][output_key] = output_artifact + + outputs = self.check_and_add_runtime_roles(outputs, runtime_roles, artifact_type="output") + party_outputs = dict() + for party_spec in dag.parties: + if party_spec.role not in party_outputs: + party_outputs[party_spec.role] = dict() + + for party_id in party_spec.party_id: + party_outputs[party_spec.role][party_id] = copy.deepcopy(outputs) + + self._tasks[name].outputs = party_outputs def _add_edge(self, src, dst, attrs=None): if not attrs: @@ -519,6 +547,7 @@ def _init_task_runtime_parameters_and_conf(self, task_name: str, dag_schema: DAG party_parties = party_tasks_spec.parties party_task_spec = party_tasks_spec.tasks[task_name] + if party_task_spec.conf: for party in party_parties: if party.role in task_parameters: @@ -537,15 +566,99 @@ def _init_task_runtime_parameters_and_conf(self, task_name: str, dag_schema: DAG self._tasks[task_name].runtime_parties = task_runtime_parties self._tasks[task_name].conf = task_conf + def get_runtime_roles_on_party(self, task_name, party_id): + task: TaskNodeInfo = self._tasks[task_name] + task_runtime_parties = task.runtime_parties + + runtime_roles = set() + for party_spec in task_runtime_parties: + if party_spec.party_id == party_id: + runtime_roles.add(party_spec.role) + + return list(runtime_roles) + def get_task_node(self, task_name): return self._tasks[task_name] + def get_need_revisit_tasks(self, visited_tasks, failed_tasks): + """ + visited_tasks: already visited tasks + failed_tasks: failed tasks + + this function finds tasks need to rerun, a task need to rerun if is upstreams is failed + """ + invalid_tasks = set(self.topological_sort()) - set(visited_tasks) + invalid_tasks |= set(failed_tasks) + + revisit_tasks = [] + for task_to_check in visited_tasks: + if task_to_check in invalid_tasks: + revisit_tasks.append(task_to_check) + continue + + task_valid = True + task_stack = {task_to_check} + stack = [task_to_check] + + while len(stack) > 0 and task_valid: + task = stack.pop() + pre_tasks = self.predecessors(task) + + for pre_task in pre_tasks: + if pre_task in task_stack: + continue + if pre_task in invalid_tasks: + task_valid = False + break + + task_stack.add(pre_task) + stack.append(pre_task) + + if not task_valid: + revisit_tasks.append(task_to_check) + + return revisit_tasks + def topological_sort(self): return nx.topological_sort(self._dag) + def predecessors(self, task): + return set(self._dag.predecessors(task)) + + def successors(self, task): + return self._dag.successors(task) + + def get_edge_attr(self, src, dst): + return self._dag.edges[src, dst] + + @staticmethod + def check_and_add_runtime_roles(artifacts, runtime_roles, artifact_type): + correct_artifacts = copy.deepcopy(artifacts) + if artifact_type == "input": + types = InputArtifactType.types() + else: + types = OutputArtifactType.types() + + for t in types: + if t not in artifacts: + continue + for _key, channel_list in artifacts[t].items(): + if isinstance(channel_list, list): + for idx, channel in enumerate(channel_list): + if channel.roles is None: + correct_artifacts[t][_key][idx].roles = runtime_roles + else: + if channel_list.roles is None: + correct_artifacts[t][_key].roles = runtime_roles + + return correct_artifacts + + @property + def conf(self): + return self._conf + @classmethod def infer_dependent_tasks(cls, input_artifacts): - print(input_artifacts) if not input_artifacts: return [] @@ -566,6 +679,26 @@ def infer_dependent_tasks(cls, input_artifacts): return dependent_task_list + @classmethod + def translate_dag(cls, src, dst, adapter_map, *args, **kwargs): + translate_func = adapter_map[src][dst] + return translate_func(*args, **kwargs) + + +class JobParser(JobParserABC): + def __init__(self, dag_conf): + self.dag_parser = DagParser() + self.dag_parser.parse_dag(dag_conf) + + def get_task_node(self, task_name): + return self.dag_parser.get_task_node(task_name) + + def topological_sort(self): + return self.dag_parser.topological_sort() + + def infer_dependent_tasks(self, input_artifacts): + return self.dag_parser.infer_dependent_tasks(input_artifacts) + @property def task_parser(self): return TaskParser @@ -610,6 +743,38 @@ def role_parameters(self, role, party_id): _dict[task_node.component_ref] = task_node.runtime_parameters.get(role, {}).get(party_id, {}) return _dict + @classmethod + def update_job_default_params(cls, dag_schema: DAGSchema, is_local: bool = False): + if not dag_schema.dag.conf: + dag_schema.dag.conf = JobConfSpec() + dag_schema.dag.conf.initiator_party_id = PARTY_ID + if not dag_schema.dag.conf.scheduler_party_id: + if not is_local: + dag_schema.dag.conf.scheduler_party_id = PARTY_ID + else: + dag_schema.dag.conf.scheduler_party_id = LOCAL_PARTY_ID + if not dag_schema.dag.conf.computing_partitions: + dag_schema.dag.conf.computing_partitions = JobDefaultConfig.computing_partitions + return dag_schema + + @classmethod + def check_job_params(cls, dag_schema: DAGSchema): + # check inheritance + job_utils.inheritance_check(dag_schema.dag.conf.inheritance) + + # check model warehouse + model_warehouse = dag_schema.dag.conf.model_warehouse + if model_warehouse: + if not ModelMeta.query(model_id=model_warehouse.model_id, model_version=model_warehouse.model_version): + raise JobParamsError( + model_id=model_warehouse.model_id, + model_version=model_warehouse.model_version, + position="dag_schema.dag.conf.model_warehouse" + ) + + def get_runtime_roles_on_party(self, task_name, party_id): + return self.dag_parser.get_runtime_roles_on_party(task_name, party_id) + class Party(BaseModel): role: str diff --git a/python/fate_flow/hub/provider/__init__.py b/python/fate_flow/hub/provider/__init__.py index 1b32724e6..fcb06a784 100644 --- a/python/fate_flow/hub/provider/__init__.py +++ b/python/fate_flow/hub/provider/__init__.py @@ -13,10 +13,16 @@ # See the License for the specific language governing permissions and # limitations under the License. import abc -from typing import Dict +from typing import List, Dict class EntrypointABC: + @property @abc.abstractmethod - def component_list(self) -> Dict: + def component_list(self) -> List: + ... + + @property + @abc.abstractmethod + def component_description(self) -> Dict: ... diff --git a/python/fate_flow/hub/provider/docker.py b/python/fate_flow/hub/provider/docker.py new file mode 100644 index 000000000..e623392fa --- /dev/null +++ b/python/fate_flow/hub/provider/docker.py @@ -0,0 +1,65 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import re +from abc import ABC + +from fate_flow.hub.provider import EntrypointABC +from fate_flow.manager.container.docker_manager import DockerManager + + +class DockerEntrypoint(EntrypointABC, ABC): + def __init__(self, provider): + self.provider = provider + self.manager = DockerManager(provider) + + @property + def component_list(self): + return self.component_dict.keys() + + @property + def component_dict(self): + labels = self.manager.get_labels() + _dict = {} + pattern = r'^component\.\d*\.name$' + for key, cpn_name in labels.items(): + if re.match(pattern, key): + _k = key.rstrip(".name") + _dict[key] = cpn_name + return _dict + + @property + def component_description(self): + desc_dict = {} + labels = self.manager.get_labels() + for _key, cpn_name in self.component_dict.items(): + # _key = "component.n" + desc_dict[cpn_name] = {} + for key, value in labels.items(): + # key = "component.n.xxx" + if key.endswith(_key): + + desc_dict[cpn_name][key.lstrip(f"{_key}.")] = value + + return {} + + @staticmethod + def _get_params(key): + if key.endswith("parameter"): + pass + + @staticmethod + def _get_items(key, type): + if key.endswith(type): + pass diff --git a/python/fate_flow/hub/provider/fate.py b/python/fate_flow/hub/provider/local.py similarity index 94% rename from python/fate_flow/hub/provider/fate.py rename to python/fate_flow/hub/provider/local.py index 6977d8525..6da73575f 100644 --- a/python/fate_flow/hub/provider/fate.py +++ b/python/fate_flow/hub/provider/local.py @@ -31,3 +31,7 @@ def component_list(self): _list = components.get('buildin', []) _list.extend(components.get("thirdparty", [])) return _list + + @property + def component_description(self): + return {} diff --git a/python/fate_flow/hub/scheduler/__init__.py b/python/fate_flow/hub/scheduler/__init__.py deleted file mode 100644 index 13e79cd27..000000000 --- a/python/fate_flow/hub/scheduler/__init__.py +++ /dev/null @@ -1,65 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import abc -from typing import Dict - - -class JobSchedulerABC: - @classmethod - def submit(cls, dag_schema) -> Dict: - """ - description： - Create a job to all parties and set the job status to waiting - :param dag_schema: job config; - - """ - - @abc.abstractmethod - def run_do(self): - """ - description： - Scheduling various status job, including: waiting、running、ready、rerun、end、etc. - """ - - @classmethod - def stop_job(cls, job_id: str, stop_status: str): - """ - description： - Stop a job to all parties and set the job status to end status - :param job_id: job id - :param stop_status: In which state to stop the task. - - """ - - @classmethod - def rerun_job(cls, job_id: str, auto: bool, tasks=None): - """ - description： - rerun a job - :param job_id: job id - :param auto: Whether the scheduler automatically rerun - :param tasks: Specified rerun task list. - - """ - - @classmethod - def adapt_party_parameters(cls, dag_schema, role): - """ - """ - - @classmethod - def check_job_parameters(cls, dag_schema, is_local): - """ - """ diff --git a/python/fate_flow/hub/scheduler/fate/_scheduler.py b/python/fate_flow/hub/scheduler/fate/_scheduler.py deleted file mode 100644 index c6b57d142..000000000 --- a/python/fate_flow/hub/scheduler/fate/_scheduler.py +++ /dev/null @@ -1,640 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -from copy import deepcopy - -from pydantic import typing - -from fate_flow.controller.job_controller import JobInheritance -from fate_flow.controller.task_controller import TaskController -from fate_flow.entity.code import SchedulingStatusCode, FederatedSchedulingStatusCode -from fate_flow.entity.spec.dag import DAGSchema, JobConfSpec -from fate_flow.db.schedule_models import ScheduleJob, ScheduleTaskStatus -from fate_flow.entity.types import StatusSet, JobStatus, TaskStatus, EndStatus, InterruptStatus, ResourceOperation, \ - FederatedCommunicationType, AutoRerunStatus, ComputingEngine, EngineType -from fate_flow.entity.code import ReturnCode -from fate_flow.errors.server_error import NoFoundJob, JobParamsError -from fate_flow.hub.flow_hub import FlowHub -from fate_flow.hub.scheduler import JobSchedulerABC -from fate_flow.manager.model.model_meta import ModelMeta -from fate_flow.operation.job_saver import ScheduleJobSaver -from fate_flow.runtime.job_default_config import JobDefaultConfig -from fate_flow.runtime.system_settings import ENGINES, COMPUTING_CONF, IGNORE_RESOURCE_ROLES, PARTY_ID, LOCAL_PARTY_ID -from fate_flow.scheduler.federated_scheduler import FederatedScheduler -from fate_flow.utils import job_utils, schedule_utils, wraps_utils -from fate_flow.utils.base_utils import json_dumps -from fate_flow.utils.log_utils import schedule_logger, exception_to_trace_string - - -class DAGScheduler(JobSchedulerABC): - @classmethod - def check_job_parameters(cls, dag_schema: DAGSchema, is_local: bool = False): - if not dag_schema.dag.conf: - dag_schema.dag.conf = JobConfSpec() - dag_schema.dag.conf.initiator_party_id = PARTY_ID - if not dag_schema.dag.conf.scheduler_party_id: - if not is_local: - dag_schema.dag.conf.scheduler_party_id = PARTY_ID - else: - dag_schema.dag.conf.scheduler_party_id = LOCAL_PARTY_ID - if not dag_schema.dag.conf.computing_partitions: - dag_schema.dag.conf.computing_partitions = JobDefaultConfig.computing_partitions - - # check inheritance - JobInheritance.check(dag_schema.dag.conf.inheritance) - - # check model warehouse - model_warehouse = dag_schema.dag.conf.model_warehouse - if model_warehouse: - if not ModelMeta.query(model_id=model_warehouse.model_id, model_version=model_warehouse.model_version): - raise JobParamsError( - model_id=model_warehouse.model_id, - model_version=model_warehouse.model_version, - position="dag_schema.dag.conf.model_warehouse" - ) - - @classmethod - def submit(cls, dag_schema): - dag_schema = DAGSchema(**dag_schema) - job_id = job_utils.generate_job_id() - schedule_logger(job_id).info( - f"submit job, dag {dag_schema.dag.dict()}, schema version {dag_schema.schema_version}") - submit_result = { - "job_id": job_id, - "data": {} - } - try: - job = ScheduleJob() - job.f_job_id = job_id - job.f_parties = [party.dict() for party in dag_schema.dag.parties] - job.f_initiator_party_id = dag_schema.dag.conf.initiator_party_id - job.f_scheduler_party_id = dag_schema.dag.conf.scheduler_party_id - if dag_schema.dag.conf.priority: - job.f_priority = dag_schema.dag.conf.priority - cls.fill_default_job_parameters(job_id, dag_schema) - job.f_dag = dag_schema.dict() - submit_result["data"].update({ - "model_id": dag_schema.dag.conf.model_id, - "model_version": dag_schema.dag.conf.model_version - }) - job.f_status = StatusSet.READY - ScheduleJobSaver.create_job(job.to_human_model_dict()) - status_code, response = FederatedScheduler.create_job( - job_id, job.f_parties, job.f_initiator_party_id, {"dag_schema": dag_schema.dict(), "job_id": job_id} - ) - if status_code != FederatedSchedulingStatusCode.SUCCESS: - job.f_status = JobStatus.FAILED - FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, job_info={ - "job_id": job.f_job_id, - "status": job.f_status - }) - raise Exception("create job failed", response) - else: - job.f_status = JobStatus.WAITING - TaskController.create_schedule_tasks(job, dag_schema) - status_code, response = FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, - job_info={"job_id": job.f_job_id, - "status": job.f_status}) - if status_code != FederatedSchedulingStatusCode.SUCCESS: - raise Exception(f"set job to waiting status failed: {response}") - ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": job.f_status}) - schedule_logger(job_id).info(f"submit job successfully, job id is {job.f_job_id}") - result = { - "code": ReturnCode.Base.SUCCESS, - "message": "success" - } - submit_result.update(result) - except Exception as e: - schedule_logger(job_id).exception(e) - submit_result["code"] = ReturnCode.Job.CREATE_JOB_FAILED - submit_result["message"] = exception_to_trace_string(e) - return submit_result - - @classmethod - def fill_default_job_parameters(cls, job_id: str, dag_schema: DAGSchema): - if not dag_schema.dag.conf.sync_type: - dag_schema.dag.conf.sync_type = JobDefaultConfig.sync_type - if not dag_schema.dag.conf.model_id or not dag_schema.dag.conf.model_id: - dag_schema.dag.conf.model_id, dag_schema.dag.conf.model_version = job_utils.generate_model_info(job_id) - if not dag_schema.dag.conf.auto_retries: - dag_schema.dag.conf.auto_retries = JobDefaultConfig.auto_retries - - @classmethod - def adapt_party_parameters(cls, dag_schema: DAGSchema, role): - cores, task_run, task_cores = cls.calculate_resource(dag_schema, role) - job_info = {"cores": cores, "remaining_cores": cores} - if dag_schema.dag.conf.inheritance: - job_info.update({"inheritance": dag_schema.dag.conf.inheritance.dict()}) - return job_info, task_run, task_cores - - @classmethod - def calculate_resource(cls, dag_schema: DAGSchema, role): - cores = dag_schema.dag.conf.cores if dag_schema.dag.conf.cores else JobDefaultConfig.job_cores - if dag_schema.dag.conf.task and dag_schema.dag.conf.task.run: - task_run = dag_schema.dag.conf.task.run - else: - task_run = {} - task_cores = cores - default_task_run = deepcopy(JobDefaultConfig.task_run.get(ENGINES.get(EngineType.COMPUTING), {})) - if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.SPARK: - if "num-executors" not in task_run: - task_run["num-executors"] = default_task_run.get("num-executors") - if "executor-cores" not in task_run: - task_run["executor-cores"] = default_task_run.get("executor-cores") - if role in IGNORE_RESOURCE_ROLES: - task_run["num-executors"] = 1 - task_run["executor-cores"] = 1 - task_cores = int(task_run.get("num-executors")) * (task_run.get("executor-cores")) - if task_cores > cores: - cores = task_cores - if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.EGGROLL: - if "eggroll.session.processors.per.node" not in task_run: - task_run["eggroll.session.processors.per.node"] = \ - default_task_run.get("eggroll.session.processors.per.node") - task_cores = int(task_run.get("eggroll.session.processors.per.node")) * COMPUTING_CONF.get( - ComputingEngine.EGGROLL).get("nodes") - if task_cores > cores: - cores = task_cores - if role in IGNORE_RESOURCE_ROLES: - task_run["eggroll.session.processors.per.node"] = 1 - if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.STANDALONE: - if "cores" not in task_run: - task_run["cores"] = default_task_run.get("cores") - task_cores = int(task_run.get("cores")) - if task_cores > cores: - cores = task_cores - if role in IGNORE_RESOURCE_ROLES: - task_run["cores"] = 1 - if role in IGNORE_RESOURCE_ROLES: - cores = 0 - task_cores = 0 - return cores, task_run, task_cores - - def run_do(self): - # waiting - schedule_logger().info("start schedule waiting jobs") - # order by create_time and priority - jobs = ScheduleJobSaver.query_job( - status=JobStatus.WAITING, - order_by=["priority", "create_time"], - reverse=[True, False] - ) - schedule_logger().info(f"have {len(jobs)} waiting jobs") - if len(jobs): - job = jobs[0] - schedule_logger().info(f"schedule waiting job {job.f_job_id}") - try: - self.schedule_waiting_jobs(job=job, lock=True) - except Exception as e: - schedule_logger(job.f_job_id).exception(e) - schedule_logger(job.f_job_id).error("schedule waiting job failed") - schedule_logger().info("schedule waiting jobs finished") - - # running - schedule_logger().info("start schedule running jobs") - jobs = ScheduleJobSaver.query_job(status=JobStatus.RUNNING, order_by="create_time", reverse=False) - schedule_logger().info(f"have {len(jobs)} running jobs") - for job in jobs: - schedule_logger().info(f"schedule running job {job.f_job_id}") - try: - self.schedule_running_job(job=job, lock=True) - except Exception as e: - schedule_logger(job.f_job_id).exception(e) - schedule_logger(job.f_job_id).error("schedule job failed") - schedule_logger().info("schedule running jobs finished") - - # ready - schedule_logger().info("start schedule ready jobs") - jobs = ScheduleJobSaver.query_job(ready_signal=True, order_by="create_time", reverse=False) - schedule_logger().info(f"have {len(jobs)} ready jobs") - for job in jobs: - schedule_logger().info(f"schedule ready job {job.f_job_id}") - try: - pass - except Exception as e: - schedule_logger(job.f_job_id).exception(e) - schedule_logger(job.f_job_id).error(f"schedule ready job failed:\n{e}") - schedule_logger().info("schedule ready jobs finished") - - # rerun - schedule_logger().info("start schedule rerun jobs") - jobs = ScheduleJobSaver.query_job(rerun_signal=True, order_by="create_time", reverse=False) - schedule_logger().info(f"have {len(jobs)} rerun jobs") - for job in jobs: - schedule_logger(job.f_job_id).info(f"schedule rerun job {job.f_job_id}") - try: - self.schedule_rerun_job(job=job) - except Exception as e: - schedule_logger(job.f_job_id).exception(e) - schedule_logger(job.f_job_id).error("schedule job failed") - schedule_logger().info("schedule rerun jobs finished") - - @classmethod - def apply_job_resource(cls, job): - apply_status_code, federated_response = FederatedScheduler.resource_for_job( - job_id=job.f_job_id, - roles=job.f_parties, - operation_type=ResourceOperation.APPLY.value - ) - if apply_status_code == FederatedSchedulingStatusCode.SUCCESS: - return True - else: - cls.rollback_job_resource(job, federated_response) - return False - - @classmethod - def rollback_job_resource(cls, job, federated_response): - rollback_party = [] - failed_party = [] - for dest_role in federated_response.keys(): - for dest_party_id in federated_response[dest_role].keys(): - retcode = federated_response[dest_role][dest_party_id]["code"] - if retcode == ReturnCode.Base.SUCCESS: - rollback_party.append({"role": dest_role, "party_id": [dest_party_id]}) - else: - failed_party.append({"role": dest_role, "party_id": [dest_party_id]}) - schedule_logger(job.f_job_id).info("job apply resource failed on {}, rollback {}".format(failed_party, - rollback_party)) - if rollback_party: - return_status_code, federated_response = FederatedScheduler.resource_for_job( - job_id=job.f_job_id, - roles=rollback_party, - operation_type=ResourceOperation.RETURN.value - ) - if return_status_code != FederatedSchedulingStatusCode.SUCCESS: - schedule_logger(job.f_job_id).info(f"job return resource failed:\n{federated_response}") - else: - schedule_logger(job.f_job_id).info("job no party should be rollback resource") - - @classmethod - @wraps_utils.schedule_lock - def schedule_waiting_jobs(cls, job: ScheduleJob): - if job.f_cancel_signal: - FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, - job_info={"job_id": job.f_job_id, "status": JobStatus.CANCELED}) - ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": JobStatus.CANCELED}) - schedule_logger(job.f_job_id).info("job have cancel signal") - return - status = cls.apply_job_resource(job) - if status: - cls.start_job(job_id=job.f_job_id, roles=job.f_parties) - - @wraps_utils.schedule_lock - def schedule_running_job(self, job: ScheduleJob, force_sync_status=False): - schedule_logger(job.f_job_id).info("scheduling running job") - task_scheduling_status_code, auto_rerun_tasks, tasks = TaskScheduler.schedule(job=job) - tasks_status = dict([(task.f_task_name, task.f_status) for task in tasks]) - schedule_logger(job_id=job.f_job_id).info(f"task_scheduling_status_code: {task_scheduling_status_code}, " - f"tasks_status: {tasks_status.values()}") - new_job_status = self.calculate_job_status(task_scheduling_status_code=task_scheduling_status_code, - tasks_status=tasks_status.values()) - if new_job_status == JobStatus.WAITING and job.f_cancel_signal: - new_job_status = JobStatus.CANCELED - total, finished_count = self.calculate_job_progress(tasks_status=tasks_status) - new_progress = float(finished_count) / total * 100 - schedule_logger(job.f_job_id).info( - f"job status is {new_job_status}, calculate by task status list: {tasks_status}") - if new_job_status != job.f_status or new_progress != job.f_progress: - # Make sure to update separately, because these two fields update with anti-weight logic - if int(new_progress) - job.f_progress > 0: - job.f_progress = new_progress - FederatedScheduler.update_job(job_id=job.f_job_id, - roles=job.f_parties, - command_body={"job_id": job.f_job_id, "progress": job.f_progress}) - self.update_job_on_scheduler(schedule_job=job, update_fields=["progress"]) - if new_job_status != job.f_status: - job.f_status = new_job_status - FederatedScheduler.sync_job_status( - job_id=job.f_job_id, roles=job.f_parties, - job_info={"job_id": job.f_job_id, "status": new_job_status} - ) - self.update_job_on_scheduler(schedule_job=job, update_fields=["status"]) - if EndStatus.contains(job.f_status): - self.finish(job=job, end_status=job.f_status) - if auto_rerun_tasks: - schedule_logger(job.f_job_id).info("job have auto rerun tasks") - self.rerun_job(job_id=job.f_job_id, tasks=auto_rerun_tasks, auto=True) - if force_sync_status: - FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_roles, status=job.f_status, - job_info=job.to_human_model_dict()) - schedule_logger(job.f_job_id).info("finish scheduling running job") - - @wraps_utils.schedule_lock - def schedule_rerun_job(self, job): - if EndStatus.contains(job.f_status): - job.f_status = JobStatus.WAITING - schedule_logger(job.f_job_id).info("job has been finished, set waiting to rerun") - status, response = FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, - job_info={"job_id": job.f_job_id, - "status": job.f_status}) - if status == FederatedSchedulingStatusCode.SUCCESS: - schedule_utils.rerun_signal(job_id=job.f_job_id, set_or_reset=False) - schedule_logger(job.f_job_id).info("job set waiting to rerun successfully") - else: - schedule_logger(job.f_job_id).warning("job set waiting to rerun failed") - ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": job.f_status}) - else: - schedule_utils.rerun_signal(job_id=job.f_job_id, set_or_reset=False) - self.schedule_running_job(job) - - @classmethod - def calculate_job_status(cls, task_scheduling_status_code, tasks_status): - tmp_status_set = set(tasks_status) - if TaskStatus.PASS in tmp_status_set: - tmp_status_set.remove(TaskStatus.PASS) - tmp_status_set.add(TaskStatus.SUCCESS) - if len(tmp_status_set) == 1: - return tmp_status_set.pop() - else: - if TaskStatus.RUNNING in tmp_status_set: - return JobStatus.RUNNING - if TaskStatus.WAITING in tmp_status_set: - if task_scheduling_status_code == SchedulingStatusCode.HAVE_NEXT: - return JobStatus.RUNNING - else: - pass - for status in sorted(InterruptStatus.status_list(), key=lambda s: StatusSet.get_level(status=s), - reverse=True): - if status in tmp_status_set: - return status - if tmp_status_set == {TaskStatus.WAITING, - TaskStatus.SUCCESS} and task_scheduling_status_code == SchedulingStatusCode.NO_NEXT: - return JobStatus.CANCELED - - raise Exception("calculate job status failed, all task status: {}".format(tasks_status)) - - @classmethod - def calculate_job_progress(cls, tasks_status): - total = 0 - finished_count = 0 - for task_status in tasks_status.values(): - total += 1 - if EndStatus.contains(task_status): - finished_count += 1 - return total, finished_count - - @classmethod - def start_job(cls, job_id, roles): - schedule_logger(job_id).info(f"start job {job_id}") - status_code, response = FederatedScheduler.start_job(job_id, roles) - schedule_logger(job_id).info(f"start job {job_id} status code: {status_code}, response: {response}") - ScheduleJobSaver.update_job_status(job_info={"job_id": job_id, "status": StatusSet.RUNNING}) - - @classmethod - def stop_job(cls, job_id, stop_status): - schedule_logger(job_id).info(f"request stop job with {stop_status}") - jobs = ScheduleJobSaver.query_job(job_id=job_id) - if len(jobs) > 0: - if stop_status == JobStatus.CANCELED: - schedule_logger(job_id).info("cancel job") - set_cancel_status = schedule_utils.cancel_signal(job_id=job_id, set_or_reset=True) - schedule_logger(job_id).info(f"set job cancel signal {set_cancel_status}") - job = jobs[0] - job.f_status = stop_status - schedule_logger(job_id).info(f"request stop job with {stop_status} to all party") - status_code, response = FederatedScheduler.stop_job(job_id=job_id, roles=job.f_parties) - if status_code == FederatedSchedulingStatusCode.SUCCESS: - schedule_logger(job_id).info(f"stop job with {stop_status} successfully") - return ReturnCode.Base.SUCCESS, "success" - else: - tasks_group = ScheduleJobSaver.get_status_tasks_asc(job_id=job.f_job_id) - for task in tasks_group.values(): - TaskScheduler.collect_task_of_all_party(job, task=task, set_status=stop_status) - schedule_logger(job_id).info(f"stop job with {stop_status} failed, {response}") - return ReturnCode.Job.KILL_FAILED, json_dumps(response) - else: - raise NoFoundJob(job_id=job_id) - - @classmethod - def update_job_on_scheduler(cls, schedule_job: ScheduleJob, update_fields: list): - schedule_logger(schedule_job.f_job_id).info(f"try to update job {update_fields} on scheduler") - jobs = ScheduleJobSaver.query_job(job_id=schedule_job.f_job_id) - if not jobs: - raise Exception("Failed to update job status on scheduler") - job_info = schedule_job.to_human_model_dict(only_primary_with=update_fields) - for field in update_fields: - job_info[field] = getattr(schedule_job, "f_%s" % field) - if "status" in update_fields: - ScheduleJobSaver.update_job_status(job_info=job_info) - ScheduleJobSaver.update_job(job_info=job_info) - schedule_logger(schedule_job.f_job_id).info(f"update job {update_fields} on scheduler finished") - - @classmethod - def rerun_job(cls, job_id, auto, tasks: typing.List[ScheduleTaskStatus] = None): - schedule_logger(job_id).info(f"try to rerun job {job_id}") - jobs = ScheduleJobSaver.query_job(job_id=job_id) - if not jobs: - raise RuntimeError(f"can not found job {job_id}") - job = jobs[0] - if tasks: - schedule_logger(job_id).info(f"require {[task.f_task_name for task in tasks]} to rerun") - else: - # todo: get_need_revisit_nodes - tasks = ScheduleJobSaver.query_task(job_id=job_id, status=TaskStatus.CANCELED, scheduler_status=True) - job_can_rerun = any([TaskController.prepare_rerun_task( - job=job, task=task, auto=auto, force=False, - ) for task in tasks]) - schedule_logger(job_id).info("job set rerun signal") - status = schedule_utils.rerun_signal(job_id=job_id, set_or_reset=True) - schedule_logger(job_id).info(f"job set rerun signal {'successfully' if status else 'failed'}") - return True - - @classmethod - def finish(cls, job, end_status): - schedule_logger(job.f_job_id).info(f"job finished with {end_status}, do something...") - cls.stop_job(job_id=job.f_job_id, stop_status=end_status) - # todo: clean job - schedule_logger(job.f_job_id).info(f"job finished with {end_status}, done") - - -class TaskScheduler(object): - @classmethod - def schedule(cls, job): - schedule_logger(job.f_job_id).info("scheduling job tasks") - dag_schema = DAGSchema(**job.f_dag) - job_parser = FlowHub.load_job_parser(DAGSchema(**job.f_dag)) - tasks_group = ScheduleJobSaver.get_status_tasks_asc(job_id=job.f_job_id) - waiting_tasks = {} - auto_rerun_tasks = [] - job_interrupt = False - canceled = job.f_cancel_signal - for task in tasks_group.values(): - if task.f_sync_type == FederatedCommunicationType.POLL: - cls.collect_task_of_all_party(job=job, task=task) - else: - pass - new_task_status = cls.get_federated_task_status(job_id=task.f_job_id, task_id=task.f_task_id, - task_version=task.f_task_version) - task_interrupt = False - task_status_have_update = False - if new_task_status != task.f_status: - task_status_have_update = True - schedule_logger(job.f_job_id).info(f"sync task status {task.f_status} to {new_task_status}") - task.f_status = new_task_status - FederatedScheduler.sync_task_status(task_id=task.f_task_id, command_body={"status": task.f_status}) - ScheduleJobSaver.update_task_status(task.to_human_model_dict(), scheduler_status=True) - if InterruptStatus.contains(new_task_status): - task_interrupt = True - job_interrupt = True - if task.f_status == TaskStatus.WAITING: - waiting_tasks[task.f_task_name] = task - elif task_status_have_update and EndStatus.contains(task.f_status) or task_interrupt: - schedule_logger(task.f_job_id).info(f"stop task with status: {task.f_status}") - FederatedScheduler.stop_task(task_id=task.f_task_id, command_body={"status": task.f_status}) - if not canceled and AutoRerunStatus.contains(task.f_status): - if task.f_auto_retries > 0: - auto_rerun_tasks.append(task) - schedule_logger(job.f_job_id).info(f"task {task.f_task_id} {task.f_status} will be retried") - else: - schedule_logger(job.f_job_id).info(f"task {task.f_task_id} {task.f_status} has no retry count") - - scheduling_status_code = SchedulingStatusCode.NO_NEXT - schedule_logger(job.f_job_id).info(f"canceled status {canceled}, job interrupt status {job_interrupt}") - if not canceled and not job_interrupt: - for task_id, waiting_task in waiting_tasks.items(): - dependent_tasks = job_parser.infer_dependent_tasks( - dag_schema.dag.tasks[waiting_task.f_task_name].inputs - ) - schedule_logger(job.f_job_id).info(f"task {waiting_task.f_task_name} dependent tasks:{dependent_tasks}") - for task_name in dependent_tasks: - dependent_task = tasks_group[task_name] - if dependent_task.f_status != TaskStatus.SUCCESS: - break - else: - scheduling_status_code = SchedulingStatusCode.HAVE_NEXT - status_code = cls.start_task(job=job, task=waiting_task) - if status_code == SchedulingStatusCode.NO_RESOURCE: - schedule_logger(job.f_job_id).info( - f"task {waiting_task.f_task_id} can not apply resource, wait for the next round of scheduling") - break - elif status_code == SchedulingStatusCode.FAILED: - schedule_logger(job.f_job_id).info(f"task status code: {status_code}") - scheduling_status_code = SchedulingStatusCode.FAILED - waiting_task.f_status = StatusSet.FAILED - FederatedScheduler.sync_task_status(task_id=waiting_task.f_task_id, command_body={ - "status": waiting_task.f_status}) - break - else: - schedule_logger(job.f_job_id).info("have cancel signal, pass start job tasks") - schedule_logger(job.f_job_id).info("finish scheduling job tasks") - return scheduling_status_code, auto_rerun_tasks, tasks_group.values() - - @classmethod - def start_task(cls, job, task): - schedule_logger(task.f_job_id).info("try to start task {} {}".format(task.f_task_id, task.f_task_version)) - # apply resource for task - apply_status = cls.apply_task_resource(task, job) - if not apply_status: - return SchedulingStatusCode.NO_RESOURCE - task.f_status = TaskStatus.RUNNING - ScheduleJobSaver.update_task_status( - task_info=task.to_human_model_dict(only_primary_with=["status"]), scheduler_status=True - ) - schedule_logger(task.f_job_id).info("start task {} {}".format(task.f_task_id, task.f_task_version)) - FederatedScheduler.sync_task_status(task_id=task.f_task_id, command_body={"status": task.f_status}) - ScheduleJobSaver.update_task_status(task.to_human_model_dict(), scheduler_status=True) - status_code, response = FederatedScheduler.start_task(task_id=task.f_task_id) - if status_code == FederatedSchedulingStatusCode.SUCCESS: - return SchedulingStatusCode.SUCCESS - else: - return SchedulingStatusCode.FAILED - - @classmethod - def apply_task_resource(cls, task, job): - apply_status_code, federated_response = FederatedScheduler.resource_for_task( - task_id=task.f_task_id, - operation_type=ResourceOperation.APPLY.value - ) - if apply_status_code == FederatedSchedulingStatusCode.SUCCESS: - return True - else: - # rollback resource - rollback_party = [] - failed_party = [] - for dest_role in federated_response.keys(): - for dest_party_id in federated_response[dest_role].keys(): - retcode = federated_response[dest_role][dest_party_id]["code"] - if retcode == ReturnCode.Base.SUCCESS: - rollback_party.append({"role": dest_role, "party_id": [dest_party_id]}) - else: - failed_party.append({"role": dest_role, "party_id": [dest_party_id]}) - schedule_logger(job.f_job_id).info("task apply resource failed on {}, rollback {}".format(failed_party, - rollback_party)) - if rollback_party: - return_status_code, federated_response = FederatedScheduler.resource_for_task( - task_id=task.f_task_id, - roles=rollback_party, - operation_type=ResourceOperation.RETURN.value - ) - if return_status_code != FederatedSchedulingStatusCode.SUCCESS: - schedule_logger(job.f_job_id).info(f"task return resource failed:\n{federated_response}") - else: - schedule_logger(job.f_job_id).info("task no party should be rollback resource") - return False - - @classmethod - def collect_task_of_all_party(cls, job, task, set_status=None): - tasks_on_all_party = ScheduleJobSaver.query_task(task_id=task.f_task_id, task_version=task.f_task_version) - # tasks_status_on_all = set([task.f_status for task in tasks_on_all_party]) - # if not len(tasks_status_on_all) > 1 and TaskStatus.RUNNING not in tasks_status_on_all: - # return - status, federated_response = FederatedScheduler.collect_task(task_id=task.f_task_id) - if status != FederatedSchedulingStatusCode.SUCCESS: - schedule_logger(job.f_job_id).warning(f"collect task {task.f_task_id} {task.f_task_version} failed") - for _role in federated_response.keys(): - for _party_id, party_response in federated_response[_role].items(): - if party_response["code"] == ReturnCode.Base.SUCCESS: - schedule_logger(job.f_job_id).info( - f"collect party id {_party_id} task info: {party_response['data']}") - ScheduleJobSaver.update_task_status(task_info=party_response["data"]) - elif set_status: - tmp_task_info = { - "job_id": task.f_job_id, - "task_id": task.f_task_id, - "task_version": task.f_task_version, - "role": _role, - "party_id": _party_id, - "party_status": set_status - } - ScheduleJobSaver.update_task_status(task_info=tmp_task_info) - - @classmethod - def get_federated_task_status(cls, job_id, task_id, task_version): - tasks_on_all_party = ScheduleJobSaver.query_task(task_id=task_id, task_version=task_version) - tasks_party_status = [task.f_status for task in tasks_on_all_party] - status = cls.calculate_multi_party_task_status(tasks_party_status) - schedule_logger(job_id=job_id).info( - "task {} {} status is {}, calculate by task party status list: {}".format(task_id, task_version, status, - tasks_party_status)) - return status - - @classmethod - def calculate_multi_party_task_status(cls, tasks_party_status): - tmp_status_set = set(tasks_party_status) - if TaskStatus.PASS in tmp_status_set: - tmp_status_set.remove(TaskStatus.PASS) - tmp_status_set.add(TaskStatus.SUCCESS) - if len(tmp_status_set) == 1: - return tmp_status_set.pop() - else: - for status in sorted(InterruptStatus.status_list(), key=lambda s: StatusSet.get_level(status=s), - reverse=False): - if status in tmp_status_set: - return status - if TaskStatus.RUNNING in tmp_status_set: - return TaskStatus.RUNNING - if TaskStatus.SUCCESS in tmp_status_set: - return TaskStatus.RUNNING - raise Exception("Calculate task status failed: {}".format(tasks_party_status)) diff --git a/python/fate_flow/manager/container/docker_manager.py b/python/fate_flow/manager/container/docker_manager.py index 3161fc0cb..fb5eee909 100644 --- a/python/fate_flow/manager/container/docker_manager.py +++ b/python/fate_flow/manager/container/docker_manager.py @@ -22,23 +22,9 @@ def __init__(self, provider: ComponentProvider): self.provider = provider self.client = docker.DockerClient(base_url=provider.metadata.base_url) - def start(self, name, command, environment, auto_remove=False, detach=True, network_mode="host"): - # todo: delete volumes - # volumes = { - # LOG_DIRECTORY: { - # 'bind': LOG_DIRECTORY, - # 'mode': 'rw', - # }, - # eggroll_conf_dir: { - # 'bind': self.provider.metadata.eggroll_conf_dir, - # 'mode': 'ro', - # }, - # LOCAL_DATA_STORE_PATH: { - # 'bind': LOCAL_DATA_STORE_PATH, - # 'mode': 'rw', - # } - # } - volumes = {} + def start(self, name, command, environment, auto_remove=False, detach=True, network_mode="host", volumes=None): + if not volumes: + volumes = {} self.client.containers.run( self.provider.metadata.image, command, auto_remove=auto_remove, detach=detach, @@ -51,7 +37,7 @@ def stop(self, name): container = self.client.containers.get(name) except docker.errors.NotFound: return - container.remove(force=True) + return container.remove(force=True) def is_running(self, name): try: @@ -59,3 +45,11 @@ def is_running(self, name): except docker.errors.NotFound: return False return container.status == 'running' + + def get_labels(self): + image = self.client.images.get(self.provider.metadata.image) + return image.labels + + def get_env(self): + image = self.client.images.get(self.provider.metadata.image) + return image.attrs.get("Config").get("Env") diff --git a/python/fate_flow/manager/service/provider_manager.py b/python/fate_flow/manager/service/provider_manager.py index 7f7ff9e5b..1eaa1a28e 100644 --- a/python/fate_flow/manager/service/provider_manager.py +++ b/python/fate_flow/manager/service/provider_manager.py @@ -20,7 +20,7 @@ from fate_flow.db import ProviderInfo, ComponentInfo from fate_flow.db.base_models import DB, BaseModelOperate from fate_flow.entity.spec.flow import ProviderSpec, LocalProviderSpec, DockerProviderSpec, K8sProviderSpec -from fate_flow.entity.types import ProviderDevice +from fate_flow.entity.types import ProviderDevice, PROTOCOL from fate_flow.hub.flow_hub import FlowHub from fate_flow.hub.provider import EntrypointABC from fate_flow.runtime.system_settings import DEFAULT_FATE_PROVIDER_PATH, DEFAULT_PROVIDER, FATE_FLOW_PROVIDER_PATH @@ -31,6 +31,7 @@ stat_logger = getLogger("fate_flow_stat") + class ProviderManager(BaseModelOperate): @classmethod def get_provider_by_provider_name(cls, provider_name) -> ComponentProvider: @@ -56,7 +57,9 @@ def get_provider(cls, name, device, version, metadata, check=False) -> Union[Com @classmethod @DB.connection_context() - def register_provider(cls, provider: ComponentProvider): + def register_provider(cls, provider: ComponentProvider, components_description=None, protocol=PROTOCOL.FATE_FLOW): + if not components_description: + components_description = {} provider_info = ProviderInfo() provider_info.f_provider_name = provider.provider_name provider_info.f_name = provider.name @@ -65,18 +68,25 @@ def register_provider(cls, provider: ComponentProvider): provider_info.f_metadata = provider.metadata.dict() operator_type = cls.safe_save(ProviderInfo, defaults=provider_info.to_dict(), f_provider_name=provider.provider_name) - # todo: load entrypoint、components、params... - # load components - cls.register_component(provider) + cls.register_component(provider, components_description, protocol) return operator_type @classmethod - def register_component(cls, provider: ComponentProvider): - entrypoint = cls.load_entrypoint(provider) + def register_component(cls, provider: ComponentProvider, components_description, protocol): + if not protocol: + protocol = PROTOCOL.FATE_FLOW + + if not components_description: + components_description = {} + component_list = [] - if entrypoint: - component_list = entrypoint.component_list + if components_description: + component_list = components_description.keys() + else: + entrypoint = cls.load_entrypoint(provider) + if entrypoint: + component_list = entrypoint.component_list for component_name in component_list: component = ComponentInfo() component.f_provider_name = provider.provider_name @@ -84,6 +94,8 @@ def register_component(cls, provider: ComponentProvider): component.f_device = provider.device component.f_version = provider.version component.f_component_name = component_name + component.f_protocol = protocol + component.f_component_description = components_description.get(component_name) cls.safe_save(ComponentInfo, defaults=component.to_dict(), **component.to_dict()) @classmethod @@ -119,6 +131,14 @@ def get_all_components(cls): component_list = cls._query(ComponentInfo, force=True) return list(set([component.f_component_name for component in component_list])) + @classmethod + @filter_parameters() + def query_component_description(cls, **kwargs): + descriptions = {} + for info in cls._query(ComponentInfo, **kwargs): + descriptions[info.f_component_name] = info.f_component_description + return descriptions + @classmethod def get_fate_flow_provider(cls): return cls.get_provider( diff --git a/python/fate_flow/operation/base_saver.py b/python/fate_flow/operation/base_saver.py index 542782f80..2dde7e452 100644 --- a/python/fate_flow/operation/base_saver.py +++ b/python/fate_flow/operation/base_saver.py @@ -64,7 +64,7 @@ def _update_job_status(cls, job_obj, job_info): update_status = cls._update_status(job_obj, job_info) if update_status: schedule_logger(job_info["job_id"]).info("update job status successfully") - if EndStatus.contains(job_info.get("status")): + if cls.end_status_contains(job_info.get("status")): new_job_info = {} # only update tag for k in ["job_id", "role", "party_id", "tag"]: @@ -137,19 +137,20 @@ def _update_status(cls, entity_model, entity_info: dict): if status_field in ["status", "party_status"]: # update end time if hasattr(obj, "f_start_time") and obj.f_start_time: - update_info["end_time"] = current_timestamp() - update_info['elapsed'] = update_info['end_time'] - obj.f_start_time + if cls.end_status_contains(entity_info.get(status_field)): + update_info["end_time"] = current_timestamp() + update_info['elapsed'] = update_info['end_time'] - obj.f_start_time update_info[status_field] = entity_info[status_field] old_status = getattr(obj, f"f_{status_field}") new_status = update_info[status_field] if_pass = False if isinstance(obj, Task) or isinstance(obj, ScheduleTask) or isinstance(obj, ScheduleTaskStatus): - if TaskStatus.StateTransitionRule.if_pass(src_status=old_status, dest_status=new_status): + if cls.check_task_status(old_status, new_status): if_pass = True elif isinstance(obj, Job) or isinstance(obj, ScheduleJob): - if JobStatus.StateTransitionRule.if_pass(src_status=old_status, dest_status=new_status): + if cls.check_job_status(old_status, new_status): if_pass = True - if EndStatus.contains(new_status) and new_status not in {JobStatus.SUCCESS, JobStatus.CANCELED}: + if cls.end_status_contains(new_status) and new_status not in {JobStatus.SUCCESS, JobStatus.CANCELED}: if isinstance(obj, ScheduleJob): update_filters.append(ScheduleJob.f_rerun_signal==False) if if_pass: @@ -160,6 +161,18 @@ def _update_status(cls, entity_model, entity_info: dict): return cls.execute_update(old_obj=obj, model=entity_model, update_info=update_info, update_filters=update_filters) + @classmethod + def check_task_status(cls, old_status, dest_status): + return TaskStatus.StateTransitionRule.if_pass(src_status=old_status, dest_status=dest_status) + + @classmethod + def check_job_status(cls, old_status, dest_status): + return JobStatus.StateTransitionRule.if_pass(src_status=old_status, dest_status=dest_status) + + @classmethod + def end_status_contains(cls, status): + return EndStatus.contains(status) + @classmethod @DB.connection_context() def update_entity_table(cls, entity_model, entity_info, filters: list = None): diff --git a/python/fate_flow/operation/job_saver.py b/python/fate_flow/operation/job_saver.py index fd52e4e09..b961e9872 100644 --- a/python/fate_flow/operation/job_saver.py +++ b/python/fate_flow/operation/job_saver.py @@ -17,7 +17,7 @@ from fate_flow.db.base_models import DB from fate_flow.db.db_models import Job, Task -from fate_flow.entity.code import ReturnCode +from fate_flow.entity.types import PROTOCOL from fate_flow.errors.server_error import NoFoundTask from fate_flow.operation.base_saver import BaseSaver from fate_flow.db.schedule_models import ScheduleJob, ScheduleTask, ScheduleTaskStatus @@ -64,8 +64,10 @@ def list_task(cls, limit, offset, query, order_by): return cls._list(Task, limit, offset, query, order_by) @classmethod - def query_task(cls, only_latest=True, reverse=None, order_by=None, **kwargs): - return cls._query_task(Task, only_latest=only_latest, reverse=reverse, order_by=order_by, **kwargs) + def query_task(cls, only_latest=True, reverse=None, order_by=None, protocol=PROTOCOL.FATE_FLOW, **kwargs): + return cls._query_task( + Task, only_latest=only_latest, reverse=reverse, order_by=order_by, protocol=protocol, **kwargs + ) @classmethod def query_task_by_execution_id(cls, execution_id): @@ -109,8 +111,8 @@ def update_job(cls, job_info): return cls._update_job(ScheduleJob, job_info) @classmethod - def query_job(cls, reverse=None, order_by=None, **kwargs): - return cls._query_job(ScheduleJob, reverse, order_by, **kwargs) + def query_job(cls, reverse=None, order_by=None, protocol=PROTOCOL.FATE_FLOW, **kwargs): + return cls._query_job(ScheduleJob, reverse, order_by, protocol=protocol, **kwargs) @classmethod def query_task(cls, only_latest=True, reverse=None, order_by=None, scheduler_status=False, **kwargs): diff --git a/python/fate_flow/runtime/runtime_config.py b/python/fate_flow/runtime/runtime_config.py index 4ebe79e6b..920830755 100644 --- a/python/fate_flow/runtime/runtime_config.py +++ b/python/fate_flow/runtime/runtime_config.py @@ -13,20 +13,17 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from ofx.api.client import FlowSchedulerApi from fate_flow.entity.types import ProcessRole from fate_flow.runtime.reload_config_base import ReloadConfigBase from fate_flow.utils.version import get_versions -from fate_flow.hub.scheduler import JobSchedulerABC class RuntimeConfig(ReloadConfigBase): HTTP_PORT = None JOB_SERVER_HOST = None PROCESS_ROLE = None - SCHEDULE_CLIENT: FlowSchedulerApi = None - SCHEDULER: JobSchedulerABC = None + SCHEDULE_CLIENT = None CLIENT_ROLE = list() SERVICE_DB = None ENV = dict() @@ -65,10 +62,6 @@ def set_process_role(cls, process_role: ProcessRole): def set_schedule_client(cls, schedule_client): cls.SCHEDULE_CLIENT = schedule_client - @classmethod - def set_scheduler(cls, scheduler): - cls.SCHEDULER = scheduler - @classmethod def set_client_roles(cls, *roles): for role in roles: diff --git a/python/fate_flow/scheduler/__init__.py b/python/fate_flow/scheduler/__init__.py index 05077f7c2..b00e1402d 100644 --- a/python/fate_flow/scheduler/__init__.py +++ b/python/fate_flow/scheduler/__init__.py @@ -12,21 +12,29 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.hub.flow_hub import FlowHub -from ofx.api.client import FlowSchedulerApi +from fate_flow.scheduler.job_scheduler import SchedulerABC from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import HOST, HTTP_PORT, PROXY_PROTOCOL, API_VERSION, HTTP_REQUEST_TIMEOUT from fate_flow.utils.api_utils import get_federated_proxy_address, generate_headers +from ofx.api.client import FlowSchedulerApi def init_scheduler(): remote_host, remote_port, remote_protocol, grpc_channel = get_federated_proxy_address() protocol = remote_protocol if remote_protocol else PROXY_PROTOCOL - RuntimeConfig.set_schedule_client(FlowSchedulerApi(host=HOST, port=HTTP_PORT, - api_version=API_VERSION, timeout=HTTP_REQUEST_TIMEOUT, - remote_protocol=protocol, remote_host=remote_host, - remote_port=remote_port, grpc_channel=grpc_channel, - callback=generate_headers)) - RuntimeConfig.set_scheduler(FlowHub.load_job_scheduler()) + # schedule client + RuntimeConfig.set_schedule_client( + FlowSchedulerApi( + host=HOST, + port=HTTP_PORT, + api_version=API_VERSION, + timeout=HTTP_REQUEST_TIMEOUT, + remote_protocol=protocol, + remote_host=remote_host, + remote_port=remote_port, + grpc_channel=grpc_channel, + callback=generate_headers) + ) + diff --git a/python/fate_flow/scheduler/job_scheduler.py b/python/fate_flow/scheduler/job_scheduler.py index 1e48c9ea3..1fd8788c7 100644 --- a/python/fate_flow/scheduler/job_scheduler.py +++ b/python/fate_flow/scheduler/job_scheduler.py @@ -12,26 +12,659 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -# +import abc +from copy import deepcopy + from pydantic import typing -from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.db.schedule_models import ScheduleTaskStatus +from fate_flow.controller.task_controller import TaskController +from fate_flow.entity.code import SchedulingStatusCode, FederatedSchedulingStatusCode +from fate_flow.entity.spec.dag import DAGSchema +from fate_flow.db.schedule_models import ScheduleJob, ScheduleTaskStatus +from fate_flow.entity.types import StatusSet, JobStatus, TaskStatus, EndStatus, InterruptStatus, ResourceOperation, \ + FederatedCommunicationType, AutoRerunStatus, ComputingEngine, EngineType, PROTOCOL +from fate_flow.entity.code import ReturnCode +from fate_flow.errors.server_error import NoFoundJob +from fate_flow.hub.flow_hub import FlowHub +from fate_flow.hub.parser import JobParserABC +from fate_flow.hub.parser.fate import JobParser +from fate_flow.operation.job_saver import ScheduleJobSaver +from fate_flow.runtime.job_default_config import JobDefaultConfig +from fate_flow.runtime.system_settings import ENGINES, COMPUTING_CONF, IGNORE_RESOURCE_ROLES, PARTY_ID, LOCAL_PARTY_ID +from fate_flow.controller.federated import FederatedScheduler +from fate_flow.utils import schedule_utils, wraps_utils, job_utils +from fate_flow.utils.base_utils import json_dumps from fate_flow.utils.cron import Cron +from fate_flow.utils.log_utils import schedule_logger, exception_to_trace_string + + +class SchedulerABC(Cron): + @abc.abstractmethod + def run_do(self): + """ + description： + Scheduling various status job, including: waiting、running、ready、rerun、end、etc. + """ + + @classmethod + def create_all_job(cls, dag, **kwargs): + ... + + @classmethod + def stop_job(cls, job_id: str, stop_status: str): + """ + description： + Stop a job to all parties and set the job status to end status + :param job_id: job id + :param stop_status: In which state to stop the task. + + """ + + @classmethod + def rerun_job(cls, job_id: str, auto: bool, tasks=None): + """ + description： + rerun a job + :param job_id: job id + :param auto: Whether the scheduler automatically rerun + :param tasks: Specified rerun task list. + """ -class DAGScheduler(Cron): @classmethod - def submit(cls, dag_schema): - return RuntimeConfig.SCHEDULER.submit(dag_schema) + def adapt_party_parameters(cls, dag_schema, role): + """ + """ + + @staticmethod + def get_name(): + return "base" + + +class DAGScheduler(SchedulerABC): + @staticmethod + def get_name(): + return PROTOCOL.FATE_FLOW + + @classmethod + def dag_parser(cls, dag): + return JobParser(dag) + + @classmethod + def adapt_party_parameters(cls, dag_schema: DAGSchema, role): + cores, task_run, task_cores = cls.calculate_resource(dag_schema, role) + job_info = {"cores": cores, "remaining_cores": cores} + if dag_schema.dag.conf.inheritance: + job_info.update({"inheritance": dag_schema.dag.conf.inheritance.dict()}) + return job_info, task_run, task_cores + + @classmethod + def calculate_resource(cls, dag_schema: DAGSchema, role): + cores = dag_schema.dag.conf.cores if dag_schema.dag.conf.cores else JobDefaultConfig.job_cores + if dag_schema.dag.conf.task and dag_schema.dag.conf.task.run: + task_run = dag_schema.dag.conf.task.run + else: + task_run = {} + task_cores = cores + default_task_run = deepcopy(JobDefaultConfig.task_run.get(ENGINES.get(EngineType.COMPUTING), {})) + if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.SPARK: + if "num-executors" not in task_run: + task_run["num-executors"] = default_task_run.get("num-executors") + if "executor-cores" not in task_run: + task_run["executor-cores"] = default_task_run.get("executor-cores") + if role in IGNORE_RESOURCE_ROLES: + task_run["num-executors"] = 1 + task_run["executor-cores"] = 1 + task_cores = int(task_run.get("num-executors")) * (task_run.get("executor-cores")) + if task_cores > cores: + cores = task_cores + if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.EGGROLL: + if "eggroll.session.processors.per.node" not in task_run: + task_run["eggroll.session.processors.per.node"] = \ + default_task_run.get("eggroll.session.processors.per.node") + task_cores = int(task_run.get("eggroll.session.processors.per.node")) * COMPUTING_CONF.get( + ComputingEngine.EGGROLL).get("nodes") + if task_cores > cores: + cores = task_cores + if role in IGNORE_RESOURCE_ROLES: + task_run["eggroll.session.processors.per.node"] = 1 + if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.STANDALONE: + if "cores" not in task_run: + task_run["cores"] = default_task_run.get("cores") + task_cores = int(task_run.get("cores")) + if task_cores > cores: + cores = task_cores + if role in IGNORE_RESOURCE_ROLES: + task_run["cores"] = 1 + if role in IGNORE_RESOURCE_ROLES: + cores = 0 + task_cores = 0 + return cores, task_run, task_cores def run_do(self): - return RuntimeConfig.SCHEDULER.run_do() + # waiting + schedule_logger().info("start schedule waiting jobs") + # order by create_time and priority + jobs = ScheduleJobSaver.query_job( + status=JobStatus.WAITING, + order_by=["priority", "create_time"], + reverse=[True, False] + ) + schedule_logger().info(f"have {len(jobs)} waiting jobs") + if len(jobs): + job = jobs[0] + schedule_logger().info(f"schedule waiting job {job.f_job_id}") + try: + self.schedule_waiting_jobs(job=job, lock=True) + except Exception as e: + schedule_logger(job.f_job_id).exception(e) + schedule_logger(job.f_job_id).error("schedule waiting job failed") + schedule_logger().info("schedule waiting jobs finished") + + # running + schedule_logger().info("start schedule running jobs") + jobs = ScheduleJobSaver.query_job(status=JobStatus.RUNNING, order_by="create_time", reverse=False) + schedule_logger().info(f"have {len(jobs)} running jobs") + for job in jobs: + schedule_logger().info(f"schedule running job {job.f_job_id}") + try: + self.schedule_running_job(job=job, lock=True) + except Exception as e: + schedule_logger(job.f_job_id).exception(e) + schedule_logger(job.f_job_id).error("schedule job failed") + schedule_logger().info("schedule running jobs finished") + + # ready + schedule_logger().info("start schedule ready jobs") + jobs = ScheduleJobSaver.query_job(ready_signal=True, order_by="create_time", reverse=False) + schedule_logger().info(f"have {len(jobs)} ready jobs") + for job in jobs: + schedule_logger().info(f"schedule ready job {job.f_job_id}") + try: + pass + except Exception as e: + schedule_logger(job.f_job_id).exception(e) + schedule_logger(job.f_job_id).error(f"schedule ready job failed:\n{e}") + schedule_logger().info("schedule ready jobs finished") + + # rerun + schedule_logger().info("start schedule rerun jobs") + jobs = ScheduleJobSaver.query_job(rerun_signal=True, order_by="create_time", reverse=False) + schedule_logger().info(f"have {len(jobs)} rerun jobs") + for job in jobs: + schedule_logger(job.f_job_id).info(f"schedule rerun job {job.f_job_id}") + try: + self.schedule_rerun_job(job=job) + except Exception as e: + schedule_logger(job.f_job_id).exception(e) + schedule_logger(job.f_job_id).error("schedule job failed") + schedule_logger().info("schedule rerun jobs finished") + + @classmethod + def apply_job_resource(cls, job): + apply_status_code, federated_response = FederatedScheduler.resource_for_job( + job_id=job.f_job_id, + roles=job.f_parties, + operation_type=ResourceOperation.APPLY.value + ) + if apply_status_code == FederatedSchedulingStatusCode.SUCCESS: + return True + else: + cls.rollback_job_resource(job, federated_response) + return False + + @classmethod + def rollback_job_resource(cls, job, federated_response): + rollback_party = [] + failed_party = [] + for dest_role in federated_response.keys(): + for dest_party_id in federated_response[dest_role].keys(): + retcode = federated_response[dest_role][dest_party_id]["code"] + if retcode == ReturnCode.Base.SUCCESS: + rollback_party.append({"role": dest_role, "party_id": [dest_party_id]}) + else: + failed_party.append({"role": dest_role, "party_id": [dest_party_id]}) + schedule_logger(job.f_job_id).info("job apply resource failed on {}, rollback {}".format(failed_party, + rollback_party)) + if rollback_party: + return_status_code, federated_response = FederatedScheduler.resource_for_job( + job_id=job.f_job_id, + roles=rollback_party, + operation_type=ResourceOperation.RETURN.value + ) + if return_status_code != FederatedSchedulingStatusCode.SUCCESS: + schedule_logger(job.f_job_id).info(f"job return resource failed:\n{federated_response}") + else: + schedule_logger(job.f_job_id).info("job no party should be rollback resource") + + @classmethod + @wraps_utils.schedule_lock + def schedule_waiting_jobs(cls, job: ScheduleJob): + if job.f_cancel_signal: + FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, + job_info={"job_id": job.f_job_id, "status": JobStatus.CANCELED}) + ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": JobStatus.CANCELED}) + schedule_logger(job.f_job_id).info("job have cancel signal") + return + status = cls.apply_job_resource(job) + if status: + cls.start_job(job_id=job.f_job_id, roles=job.f_parties) + + @wraps_utils.schedule_lock + def schedule_running_job(self, job: ScheduleJob, force_sync_status=False): + schedule_logger(job.f_job_id).info("scheduling running job") + task_scheduling_status_code, auto_rerun_tasks, tasks = TaskScheduler.schedule(job=job) + tasks_status = dict([(task.f_task_name, task.f_status) for task in tasks]) + schedule_logger(job_id=job.f_job_id).info(f"task_scheduling_status_code: {task_scheduling_status_code}, " + f"tasks_status: {tasks_status.values()}") + new_job_status = self.calculate_job_status(task_scheduling_status_code=task_scheduling_status_code, + tasks_status=tasks_status.values()) + if new_job_status == JobStatus.WAITING and job.f_cancel_signal: + new_job_status = JobStatus.CANCELED + total, finished_count = self.calculate_job_progress(tasks_status=tasks_status) + new_progress = float(finished_count) / total * 100 + schedule_logger(job.f_job_id).info( + f"job status is {new_job_status}, calculate by task status list: {tasks_status}") + if new_job_status != job.f_status or new_progress != job.f_progress: + # Make sure to update separately, because these two fields update with anti-weight logic + if int(new_progress) - job.f_progress > 0: + job.f_progress = new_progress + FederatedScheduler.update_job(job_id=job.f_job_id, + roles=job.f_parties, + command_body={"job_id": job.f_job_id, "progress": job.f_progress}) + self.update_job_on_scheduler(schedule_job=job, update_fields=["progress"]) + if new_job_status != job.f_status: + job.f_status = new_job_status + FederatedScheduler.sync_job_status( + job_id=job.f_job_id, roles=job.f_parties, + job_info={"job_id": job.f_job_id, "status": new_job_status} + ) + self.update_job_on_scheduler(schedule_job=job, update_fields=["status"]) + if EndStatus.contains(job.f_status): + self.finish(job=job, end_status=job.f_status) + if auto_rerun_tasks: + schedule_logger(job.f_job_id).info("job have auto rerun tasks") + self.rerun_job(job_id=job.f_job_id, tasks=auto_rerun_tasks, auto=True) + if force_sync_status: + FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_roles, status=job.f_status, + job_info=job.to_human_model_dict()) + schedule_logger(job.f_job_id).info("finish scheduling running job") + + @wraps_utils.schedule_lock + def schedule_rerun_job(self, job): + if EndStatus.contains(job.f_status): + job.f_status = JobStatus.WAITING + schedule_logger(job.f_job_id).info("job has been finished, set waiting to rerun") + status, response = FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, + job_info={"job_id": job.f_job_id, + "status": job.f_status}) + if status == FederatedSchedulingStatusCode.SUCCESS: + schedule_utils.rerun_signal(job_id=job.f_job_id, set_or_reset=False) + schedule_logger(job.f_job_id).info("job set waiting to rerun successfully") + else: + schedule_logger(job.f_job_id).warning("job set waiting to rerun failed") + ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": job.f_status}) + else: + schedule_utils.rerun_signal(job_id=job.f_job_id, set_or_reset=False) + self.schedule_running_job(job) + + @classmethod + def calculate_job_status(cls, task_scheduling_status_code, tasks_status): + tmp_status_set = set(tasks_status) + if TaskStatus.PASS in tmp_status_set: + tmp_status_set.remove(TaskStatus.PASS) + tmp_status_set.add(TaskStatus.SUCCESS) + if len(tmp_status_set) == 1: + return tmp_status_set.pop() + else: + if TaskStatus.RUNNING in tmp_status_set: + return JobStatus.RUNNING + if TaskStatus.WAITING in tmp_status_set: + if task_scheduling_status_code == SchedulingStatusCode.HAVE_NEXT: + return JobStatus.RUNNING + else: + pass + for status in sorted(InterruptStatus.status_list(), key=lambda s: StatusSet.get_level(status=s), + reverse=True): + if status in tmp_status_set: + return status + if tmp_status_set == {TaskStatus.WAITING, + TaskStatus.SUCCESS} and task_scheduling_status_code == SchedulingStatusCode.NO_NEXT: + return JobStatus.CANCELED + + raise Exception("calculate job status failed, all task status: {}".format(tasks_status)) + + @classmethod + def calculate_job_progress(cls, tasks_status): + total = 0 + finished_count = 0 + for task_status in tasks_status.values(): + total += 1 + if EndStatus.contains(task_status): + finished_count += 1 + return total, finished_count + + @classmethod + def start_job(cls, job_id, roles): + schedule_logger(job_id).info(f"start job {job_id}") + status_code, response = FederatedScheduler.start_job(job_id, roles) + schedule_logger(job_id).info(f"start job {job_id} status code: {status_code}, response: {response}") + ScheduleJobSaver.update_job_status(job_info={"job_id": job_id, "status": StatusSet.RUNNING}) @classmethod def stop_job(cls, job_id, stop_status): - return RuntimeConfig.SCHEDULER.stop_job(job_id, stop_status) + schedule_logger(job_id).info(f"request stop job with {stop_status}") + jobs = ScheduleJobSaver.query_job(job_id=job_id) + if len(jobs) > 0: + if stop_status == JobStatus.CANCELED: + schedule_logger(job_id).info("cancel job") + set_cancel_status = schedule_utils.cancel_signal(job_id=job_id, set_or_reset=True) + schedule_logger(job_id).info(f"set job cancel signal {set_cancel_status}") + job = jobs[0] + job.f_status = stop_status + schedule_logger(job_id).info(f"request stop job with {stop_status} to all party") + status_code, response = FederatedScheduler.stop_job(job_id=job_id, roles=job.f_parties) + if status_code == FederatedSchedulingStatusCode.SUCCESS: + schedule_logger(job_id).info(f"stop job with {stop_status} successfully") + return ReturnCode.Base.SUCCESS, "success" + else: + tasks_group = ScheduleJobSaver.get_status_tasks_asc(job_id=job.f_job_id) + for task in tasks_group.values(): + TaskScheduler.collect_task_of_all_party(job, task=task, set_status=stop_status) + schedule_logger(job_id).info(f"stop job with {stop_status} failed, {response}") + return ReturnCode.Job.KILL_FAILED, json_dumps(response) + else: + raise NoFoundJob(job_id=job_id) + + @classmethod + def update_job_on_scheduler(cls, schedule_job: ScheduleJob, update_fields: list): + schedule_logger(schedule_job.f_job_id).info(f"try to update job {update_fields} on scheduler") + jobs = ScheduleJobSaver.query_job(job_id=schedule_job.f_job_id) + if not jobs: + raise Exception("Failed to update job status on scheduler") + job_info = schedule_job.to_human_model_dict(only_primary_with=update_fields) + for field in update_fields: + job_info[field] = getattr(schedule_job, "f_%s" % field) + if "status" in update_fields: + ScheduleJobSaver.update_job_status(job_info=job_info) + ScheduleJobSaver.update_job(job_info=job_info) + schedule_logger(schedule_job.f_job_id).info(f"update job {update_fields} on scheduler finished") @classmethod def rerun_job(cls, job_id, auto, tasks: typing.List[ScheduleTaskStatus] = None): - return RuntimeConfig.SCHEDULER.rerun_job(job_id, auto, tasks) + schedule_logger(job_id).info(f"try to rerun job {job_id}") + jobs = ScheduleJobSaver.query_job(job_id=job_id) + if not jobs: + raise RuntimeError(f"can not found job {job_id}") + job = jobs[0] + if tasks: + schedule_logger(job_id).info(f"require {[task.f_task_name for task in tasks]} to rerun") + else: + # todo: get_need_revisit_nodes + tasks = ScheduleJobSaver.query_task(job_id=job_id, status=TaskStatus.CANCELED, scheduler_status=True) + job_can_rerun = any([TaskController.prepare_rerun_task( + job=job, task=task, auto=auto, force=False, + ) for task in tasks]) + schedule_logger(job_id).info("job set rerun signal") + status = schedule_utils.rerun_signal(job_id=job_id, set_or_reset=True) + schedule_logger(job_id).info(f"job set rerun signal {'successfully' if status else 'failed'}") + return True + + @classmethod + def finish(cls, job, end_status): + schedule_logger(job.f_job_id).info(f"job finished with {end_status}, do something...") + cls.stop_job(job_id=job.f_job_id, stop_status=end_status) + # todo: clean job + schedule_logger(job.f_job_id).info(f"job finished with {end_status}, done") + + @classmethod + def create_all_job(cls, dag, job_id=None): + dag_schema = DAGSchema(**dag) + if not job_id: + job_id = job_utils.generate_job_id() + schedule_logger(job_id).info( + f"submit job, dag {dag_schema.dag.dict()}, schema version {dag_schema.schema_version}") + submit_result = { + "job_id": job_id, + "data": {} + } + try: + job = ScheduleJob() + job.f_job_id = job_id + job.f_parties = [party.dict() for party in dag_schema.dag.parties] + job.f_initiator_party_id = dag_schema.dag.conf.initiator_party_id + job.f_scheduler_party_id = dag_schema.dag.conf.scheduler_party_id + if dag_schema.dag.conf.priority: + job.f_priority = dag_schema.dag.conf.priority + cls.fill_default_job_parameters(job_id, dag_schema) + job.f_dag = dag_schema.dict() + submit_result["data"].update({ + "model_id": dag_schema.dag.conf.model_id, + "model_version": dag_schema.dag.conf.model_version + }) + job.f_status = StatusSet.READY + ScheduleJobSaver.create_job(job.to_human_model_dict()) + body = dag_schema.dict() + body.update({ + "job_id": job_id + }) + status_code, response = FederatedScheduler.create_job( + job_id, job.f_parties, job.f_initiator_party_id, body + ) + if status_code != FederatedSchedulingStatusCode.SUCCESS: + job.f_status = JobStatus.FAILED + FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, job_info={ + "job_id": job.f_job_id, + "status": job.f_status + }) + raise Exception("create job failed", response) + else: + job.f_status = JobStatus.WAITING + TaskController.create_schedule_tasks(job, dag_schema) + status_code, response = FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, + job_info={"job_id": job.f_job_id, + "status": job.f_status}) + if status_code != FederatedSchedulingStatusCode.SUCCESS: + raise Exception(f"set job to waiting status failed: {response}") + ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": job.f_status}) + schedule_logger(job_id).info(f"submit job successfully, job id is {job.f_job_id}") + result = { + "code": ReturnCode.Base.SUCCESS, + "message": "success" + } + submit_result.update(result) + except Exception as e: + schedule_logger(job_id).exception(e) + submit_result["code"] = ReturnCode.Job.CREATE_JOB_FAILED + submit_result["message"] = exception_to_trace_string(e) + return submit_result + + @classmethod + def fill_default_job_parameters(cls, job_id: str, dag_schema: DAGSchema): + if not dag_schema.dag.conf.sync_type: + dag_schema.dag.conf.sync_type = JobDefaultConfig.sync_type + if not dag_schema.dag.conf.model_id or not dag_schema.dag.conf.model_id: + dag_schema.dag.conf.model_id, dag_schema.dag.conf.model_version = job_utils.generate_model_info(job_id) + if not dag_schema.dag.conf.auto_retries: + dag_schema.dag.conf.auto_retries = JobDefaultConfig.auto_retries + + +class TaskScheduler(object): + @classmethod + def schedule(cls, job): + schedule_logger(job.f_job_id).info("scheduling job tasks") + dag_schema = DAGSchema(**job.f_dag) + job_parser = FlowHub.load_job_parser(DAGSchema(**job.f_dag)) + tasks_group = ScheduleJobSaver.get_status_tasks_asc(job_id=job.f_job_id) + waiting_tasks = {} + auto_rerun_tasks = [] + job_interrupt = False + canceled = job.f_cancel_signal + for task in tasks_group.values(): + if task.f_sync_type == FederatedCommunicationType.POLL: + cls.collect_task_of_all_party(job=job, task=task) + else: + pass + new_task_status = cls.get_federated_task_status(job_id=task.f_job_id, task_id=task.f_task_id, + task_version=task.f_task_version) + task_interrupt = False + task_status_have_update = False + if new_task_status != task.f_status: + task_status_have_update = True + schedule_logger(job.f_job_id).info(f"sync task status {task.f_status} to {new_task_status}") + task.f_status = new_task_status + FederatedScheduler.sync_task_status(task_id=task.f_task_id, command_body={"status": task.f_status}) + ScheduleJobSaver.update_task_status(task.to_human_model_dict(), scheduler_status=True) + if InterruptStatus.contains(new_task_status): + task_interrupt = True + job_interrupt = True + if task.f_status == TaskStatus.WAITING: + waiting_tasks[task.f_task_name] = task + elif task_status_have_update and EndStatus.contains(task.f_status) or task_interrupt: + schedule_logger(task.f_job_id).info(f"stop task with status: {task.f_status}") + FederatedScheduler.stop_task(task_id=task.f_task_id, command_body={"status": task.f_status}) + if not canceled and AutoRerunStatus.contains(task.f_status): + if task.f_auto_retries > 0: + auto_rerun_tasks.append(task) + schedule_logger(job.f_job_id).info(f"task {task.f_task_id} {task.f_status} will be retried") + else: + schedule_logger(job.f_job_id).info(f"task {task.f_task_id} {task.f_status} has no retry count") + + scheduling_status_code = SchedulingStatusCode.NO_NEXT + schedule_logger(job.f_job_id).info(f"canceled status {canceled}, job interrupt status {job_interrupt}") + if not canceled and not job_interrupt: + for task_id, waiting_task in waiting_tasks.items(): + dependent_tasks = job_parser.infer_dependent_tasks( + dag_schema.dag.tasks[waiting_task.f_task_name].inputs + ) + schedule_logger(job.f_job_id).info(f"task {waiting_task.f_task_name} dependent tasks:{dependent_tasks}") + for task_name in dependent_tasks: + dependent_task = tasks_group[task_name] + if dependent_task.f_status != TaskStatus.SUCCESS: + break + else: + scheduling_status_code = SchedulingStatusCode.HAVE_NEXT + status_code = cls.start_task(job=job, task=waiting_task) + if status_code == SchedulingStatusCode.NO_RESOURCE: + schedule_logger(job.f_job_id).info( + f"task {waiting_task.f_task_id} can not apply resource, wait for the next round of scheduling") + break + elif status_code == SchedulingStatusCode.FAILED: + schedule_logger(job.f_job_id).info(f"task status code: {status_code}") + scheduling_status_code = SchedulingStatusCode.FAILED + waiting_task.f_status = StatusSet.FAILED + FederatedScheduler.sync_task_status(task_id=waiting_task.f_task_id, command_body={ + "status": waiting_task.f_status}) + break + else: + schedule_logger(job.f_job_id).info("have cancel signal, pass start job tasks") + schedule_logger(job.f_job_id).info("finish scheduling job tasks") + return scheduling_status_code, auto_rerun_tasks, tasks_group.values() + + @classmethod + def start_task(cls, job, task): + schedule_logger(task.f_job_id).info("try to start task {} {}".format(task.f_task_id, task.f_task_version)) + # apply resource for task + apply_status = cls.apply_task_resource(task, job) + if not apply_status: + return SchedulingStatusCode.NO_RESOURCE + task.f_status = TaskStatus.RUNNING + ScheduleJobSaver.update_task_status( + task_info=task.to_human_model_dict(only_primary_with=["status"]), scheduler_status=True + ) + schedule_logger(task.f_job_id).info("start task {} {}".format(task.f_task_id, task.f_task_version)) + FederatedScheduler.sync_task_status(task_id=task.f_task_id, command_body={"status": task.f_status}) + ScheduleJobSaver.update_task_status(task.to_human_model_dict(), scheduler_status=True) + status_code, response = FederatedScheduler.start_task(task_id=task.f_task_id) + if status_code == FederatedSchedulingStatusCode.SUCCESS: + return SchedulingStatusCode.SUCCESS + else: + return SchedulingStatusCode.FAILED + + @classmethod + def apply_task_resource(cls, task, job): + apply_status_code, federated_response = FederatedScheduler.resource_for_task( + task_id=task.f_task_id, + operation_type=ResourceOperation.APPLY.value + ) + if apply_status_code == FederatedSchedulingStatusCode.SUCCESS: + return True + else: + # rollback resource + rollback_party = [] + failed_party = [] + for dest_role in federated_response.keys(): + for dest_party_id in federated_response[dest_role].keys(): + retcode = federated_response[dest_role][dest_party_id]["code"] + if retcode == ReturnCode.Base.SUCCESS: + rollback_party.append({"role": dest_role, "party_id": [dest_party_id]}) + else: + failed_party.append({"role": dest_role, "party_id": [dest_party_id]}) + schedule_logger(job.f_job_id).info("task apply resource failed on {}, rollback {}".format(failed_party, + rollback_party)) + if rollback_party: + return_status_code, federated_response = FederatedScheduler.resource_for_task( + task_id=task.f_task_id, + roles=rollback_party, + operation_type=ResourceOperation.RETURN.value + ) + if return_status_code != FederatedSchedulingStatusCode.SUCCESS: + schedule_logger(job.f_job_id).info(f"task return resource failed:\n{federated_response}") + else: + schedule_logger(job.f_job_id).info("task no party should be rollback resource") + return False + + @classmethod + def collect_task_of_all_party(cls, job, task, set_status=None): + tasks_on_all_party = ScheduleJobSaver.query_task(task_id=task.f_task_id, task_version=task.f_task_version) + # tasks_status_on_all = set([task.f_status for task in tasks_on_all_party]) + # if not len(tasks_status_on_all) > 1 and TaskStatus.RUNNING not in tasks_status_on_all: + # return + status, federated_response = FederatedScheduler.collect_task(task_id=task.f_task_id) + if status != FederatedSchedulingStatusCode.SUCCESS: + schedule_logger(job.f_job_id).warning(f"collect task {task.f_task_id} {task.f_task_version} failed") + for _role in federated_response.keys(): + for _party_id, party_response in federated_response[_role].items(): + if party_response["code"] == ReturnCode.Base.SUCCESS: + schedule_logger(job.f_job_id).info( + f"collect party id {_party_id} task info: {party_response['data']}") + ScheduleJobSaver.update_task_status(task_info=party_response["data"]) + elif set_status: + tmp_task_info = { + "job_id": task.f_job_id, + "task_id": task.f_task_id, + "task_version": task.f_task_version, + "role": _role, + "party_id": _party_id, + "party_status": set_status + } + ScheduleJobSaver.update_task_status(task_info=tmp_task_info) + + @classmethod + def get_federated_task_status(cls, job_id, task_id, task_version): + tasks_on_all_party = ScheduleJobSaver.query_task(task_id=task_id, task_version=task_version) + tasks_party_status = [task.f_status for task in tasks_on_all_party] + status = cls.calculate_multi_party_task_status(tasks_party_status) + schedule_logger(job_id=job_id).info( + "task {} {} status is {}, calculate by task party status list: {}".format(task_id, task_version, status, + tasks_party_status)) + return status + + @classmethod + def calculate_multi_party_task_status(cls, tasks_party_status): + tmp_status_set = set(tasks_party_status) + if TaskStatus.PASS in tmp_status_set: + tmp_status_set.remove(TaskStatus.PASS) + tmp_status_set.add(TaskStatus.SUCCESS) + if len(tmp_status_set) == 1: + return tmp_status_set.pop() + else: + for status in sorted(InterruptStatus.status_list(), key=lambda s: StatusSet.get_level(status=s), + reverse=False): + if status in tmp_status_set: + return status + if TaskStatus.RUNNING in tmp_status_set: + return TaskStatus.RUNNING + if TaskStatus.SUCCESS in tmp_status_set: + return TaskStatus.RUNNING + raise Exception("Calculate task status failed: {}".format(tasks_party_status)) diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index 025aed286..b36410953 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -130,7 +130,7 @@ def get_federated_proxy_address(): if PROXY_NAME == CoordinationProxyService.OSX: host = PROXY.get(PROXY_NAME).get("host") port = PROXY.get(PROXY_NAME).get("port") - protocol = CoordinationCommunicationProtocol.GRPC + protocol = CoordinationCommunicationProtocol.HTTP elif PROXY_NAME == CoordinationProxyService.ROLLSITE: host = PROXY.get(PROXY_NAME).get("host") diff --git a/python/fate_flow/utils/job_utils.py b/python/fate_flow/utils/job_utils.py index 692239ea3..b37e266d1 100644 --- a/python/fate_flow/utils/job_utils.py +++ b/python/fate_flow/utils/job_utils.py @@ -20,7 +20,10 @@ from fate_flow.db.base_models import DB from fate_flow.db.db_models import Job, Task -from fate_flow.entity.spec.dag import DAGSchema +from fate_flow.entity.spec.dag import InheritConfSpec +from fate_flow.entity.types import TaskStatus +from fate_flow.errors.server_error import InheritanceFailed +from fate_flow.operation.job_saver import JobSaver from fate_flow.runtime.system_settings import LOG_DIR, JOB_DIR, WORKERS_DIR from fate_flow.utils.base_utils import fate_uuid @@ -141,3 +144,31 @@ def save_job_dag(job_id, dag): os.makedirs(os.path.dirname(job_conf_file), exist_ok=True) with open(job_conf_file, "w") as f: f.write(yaml.dump(dag)) + + +def inheritance_check(inheritance: InheritConfSpec = None): + if not inheritance: + return + if not inheritance.task_list: + raise InheritanceFailed( + task_list=inheritance.task_list, + position="dag_schema.dag.conf.inheritance.task_list" + ) + inheritance_jobs = JobSaver.query_job(job_id=inheritance.job_id) + inheritance_tasks = JobSaver.query_task(job_id=inheritance.job_id) + if not inheritance_jobs: + raise InheritanceFailed(job_id=inheritance.job_id, detail=f"no found job {inheritance.job_id}") + task_status = {} + for task in inheritance_tasks: + task_status[task.f_task_name] = task.f_status + + for task_name in inheritance.task_list: + if task_name not in task_status.keys(): + raise InheritanceFailed(job_id=inheritance.job_id, task_name=task_name, detail="no found task name") + elif task_status[task_name] not in [TaskStatus.SUCCESS, TaskStatus.PASS]: + raise InheritanceFailed( + job_id=inheritance.job_id, + task_name=task_name, + task_status=task_status[task_name], + detail=f"task status need in [{TaskStatus.SUCCESS}, {TaskStatus.PASS}]" + ) diff --git a/python/fate_flow/utils/log_utils.py b/python/fate_flow/utils/log_utils.py index 0e119489d..01991524e 100644 --- a/python/fate_flow/utils/log_utils.py +++ b/python/fate_flow/utils/log_utils.py @@ -97,9 +97,9 @@ def get_job_logger(job_id, log_type): return logger -def schedule_logger(job_id=None, delete=False): +def schedule_logger(job_id=None, delete=False, name="fate_flow_schedule"): if not job_id: - return getLogger("fate_flow_schedule") + return getLogger(name) else: if delete: with LoggerFactory.lock: diff --git a/python/ofx/api/models/scheduler.py b/python/ofx/api/models/scheduler.py deleted file mode 100644 index 0547c98b1..000000000 --- a/python/ofx/api/models/scheduler.py +++ /dev/null @@ -1,42 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -from .resource import BaseAPI - - -class Scheduler(BaseAPI): - def create_job(self, party_id, initiator_party_id, command_body): - return self.scheduler_command(command="job/create", - party_id=party_id, - initiator_party_id=initiator_party_id, - command_body=command_body - ) - - def stop_job(self, party_id, command_body): - return self.scheduler_command(command="job/stop", - party_id=party_id, - command_body=command_body - ) - - def rerun_job(self, party_id, command_body): - return self.scheduler_command(command="job/rerun", - party_id=party_id, - command_body=command_body - ) - - def report_task(self, party_id, command_body): - return self.scheduler_command(command="task/report", - party_id=party_id, - command_body=command_body - ) From 7072aa6fb39376d20f71632c0c13fa12bd34519d Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 20 Oct 2023 14:36:20 +0800 Subject: [PATCH 321/482] update Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/adapter/bfia/__init__.py | 5 + .../{interconn => bfia}/apps/__init__.py | 0 .../adapter/bfia/apps/interconn_app.py | 143 ++++++++ .../adapter/bfia/apps/platform_app.py | 86 +++++ python/fate_flow/adapter/bfia/db/__init__.py | 20 ++ .../adapter/bfia/examples/job/submit.json | 162 +++++++++ .../bfia/scheduler}/__init__.py | 10 +- .../adapter/bfia/scheduler/detector.py | 71 ++++ .../fate_flow/adapter/interconn/__init__.py | 1 - .../adapter/interconn/apps/interconn_app.py | 95 ----- .../adapter/interconn/apps/platform_app.py | 64 ---- .../adapter/interconn/controller/__init__.py | 0 .../adapter/interconn/db/__init__.py | 16 - .../interconn/examples/job/submit.json | 57 --- .../adapter/interconn/scheduler/__init__.py | 0 python/ofx/api/models/federated.py | 66 ---- python/ofx/api/models/resource.py | 339 ------------------ python/ofx/api/models/worker.py | 110 ------ 18 files changed, 491 insertions(+), 754 deletions(-) create mode 100644 python/fate_flow/adapter/bfia/__init__.py rename python/fate_flow/adapter/{interconn => bfia}/apps/__init__.py (100%) create mode 100644 python/fate_flow/adapter/bfia/apps/interconn_app.py create mode 100644 python/fate_flow/adapter/bfia/apps/platform_app.py create mode 100644 python/fate_flow/adapter/bfia/db/__init__.py create mode 100644 python/fate_flow/adapter/bfia/examples/job/submit.json rename python/fate_flow/{hub/scheduler/fate => adapter/bfia/scheduler}/__init__.py (84%) create mode 100644 python/fate_flow/adapter/bfia/scheduler/detector.py delete mode 100644 python/fate_flow/adapter/interconn/__init__.py delete mode 100644 python/fate_flow/adapter/interconn/apps/interconn_app.py delete mode 100644 python/fate_flow/adapter/interconn/apps/platform_app.py delete mode 100644 python/fate_flow/adapter/interconn/controller/__init__.py delete mode 100644 python/fate_flow/adapter/interconn/db/__init__.py delete mode 100644 python/fate_flow/adapter/interconn/examples/job/submit.json delete mode 100644 python/fate_flow/adapter/interconn/scheduler/__init__.py delete mode 100644 python/ofx/api/models/federated.py delete mode 100644 python/ofx/api/models/resource.py delete mode 100644 python/ofx/api/models/worker.py diff --git a/python/fate_flow/adapter/bfia/__init__.py b/python/fate_flow/adapter/bfia/__init__.py new file mode 100644 index 000000000..68598ea67 --- /dev/null +++ b/python/fate_flow/adapter/bfia/__init__.py @@ -0,0 +1,5 @@ +__all__ = ["apps"] + +from fate_flow.adapter.bfia.runtime_config import BfiaRuntimeConfig + +BfiaRuntimeConfig.init() diff --git a/python/fate_flow/adapter/interconn/apps/__init__.py b/python/fate_flow/adapter/bfia/apps/__init__.py similarity index 100% rename from python/fate_flow/adapter/interconn/apps/__init__.py rename to python/fate_flow/adapter/bfia/apps/__init__.py diff --git a/python/fate_flow/adapter/bfia/apps/interconn_app.py b/python/fate_flow/adapter/bfia/apps/interconn_app.py new file mode 100644 index 000000000..cd2bddb68 --- /dev/null +++ b/python/fate_flow/adapter/bfia/apps/interconn_app.py @@ -0,0 +1,143 @@ +from webargs import fields + +from fate_flow.adapter.bfia import apps +from fate_flow.adapter.bfia.scheduler import BfiaScheduler +from fate_flow.adapter.bfia.utils.api_utils import BfiaAPI as API +from fate_flow.adapter.bfia.utils.entity.code import ReturnCode +from fate_flow.adapter.bfia.wheels.job import BfiaJobController +from fate_flow.adapter.bfia.wheels.task import BfiaTaskController + +page_name = 'interconn' + + +# scheduler +# 发起方向调度方发送创建作业请求时调用的接口 +@manager.route('/schedule/job/create_all', methods=['POST']) +@API.Input.json(flow_id=fields.String(required=False)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(dag=fields.Dict(required=True)) +@API.Input.json(config=fields.Dict(required=True)) +@API.Input.json(old_job_id=fields.String(required=False)) +def create_job_all(job_id, dag, config, flow_id=None, old_job_id=None): + dag_schema = { + "dag": { + "dag": dag, + "config": config, + "flow_id": flow_id, + "old_job_id": old_job_id + }, + "schema_version": apps.__version__ + } + submit_result = BfiaScheduler.create_all_job(job_id=job_id, dag=dag_schema) + return API.Output.json(**submit_result) + + +# scheduler +# 发起方向调度方发送停止作业请求时调用的接口 +@manager.route('/schedule/job/stop_all', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(task_name=fields.String(required=False)) +def stop_job_all(job_id, task_name=None): + BfiaScheduler.stop_all_job(job_id=job_id, task_name=task_name) + return API.Output.json() + + +# scheduler +# 某个参与方向调度方发起查询作业状态时调用的接口 +@manager.route('/schedule/job/status_all', methods=['GET']) +@API.Input.json(job_id=fields.String(required=True)) +def get_job_status_all(job_id): + data = BfiaScheduler.query_job_status(job_id=job_id) + return API.Output.json(data=data) + + +# scheduler +# 某个参与方向调度方或发起方作业审批结果时调用的接口 +@manager.route('/schedule/job/audit_confirm', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(status=fields.String(required=True)) +def audit_confirm(job_id, status): + status = BfiaScheduler.audit_confirm(job_id, status) + if status: + return API.Output.json() + else: + return API.Output.json(code=ReturnCode.FAILED) + + +# scheduler +# 任意参与方向发起方或调度方向推送任务回调信息时调用的接口 +@manager.route('/schedule/task/callback', methods=['POST']) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(status=fields.String(required=True)) +@API.Input.headers(node_id=fields.String(required=True)) +def callback_task(task_id, role, status, node_id): + status = BfiaScheduler.callback_task(task_id, role, status, node_id) + if status: + return API.Output.json() + return API.Output.json(code=ReturnCode.FAILED) + + +# partner +# 发起方或调度方向所有参与方发送创建作业请求时调用的接口 +@manager.route('/schedule/job/create', methods=['POST']) +@API.Input.json(flow_id=fields.String(required=False)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(dag=fields.Dict(required=True)) +@API.Input.json(config=fields.Dict(required=True)) +@API.Input.json(old_job_id=fields.String(required=False)) +def create_job(job_id, dag, config, flow_id=None, old_job_id=None): + dag_schema = { + "dag": { + "dag": dag, + "config": config, + "flow_id": flow_id, + "old_job_id": old_job_id + }, + "schema_version": apps.__version__ + } + BfiaJobController.create_local_jobs(job_id=job_id, dag=dag_schema) + return API.Output.json() + + +# partner +# 发起方或调度方向所有参与方发送启动作业请求时调用的接口，每个参与方只会被请求一次，当某个参与方包含多个角色时， +# 由参与方自己根据作业配置将不同角色的任务启动 +@manager.route('/schedule/job/start', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +def start_job(job_id): + BfiaJobController.start_job(job_id=job_id) + return API.Output.json() + + +# partner +# 发起方或调度方向所有参与方发送启动任务请求时调用的接口 +@manager.route('/schedule/task/start', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(task_name=fields.String(required=True)) +def start_task(job_id, task_id, task_name): + status = BfiaTaskController.start_tasks(job_id, task_id, task_name) + if status: + return API.Output.json() + return API.Output.json(code=ReturnCode.FAILED) + + +# partner +# 发起方或调度方向所有参与方发送停止作业请求时调用的接口 +@manager.route('/schedule/job/stop', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(task_name=fields.String(required=False)) +def stop_job(job_id, task_name=None): + BfiaJobController.stop_local_jobs(job_id, task_name) + return API.Output.json() + + +# partner +# 发起方或调度方向所有参与方查询任务回调信息时调用的接口 +@manager.route('/schedule/task/poll', methods=['POST']) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +def poll_task(task_id, role): + status = BfiaTaskController.poll_task(task_id, role) + return API.Output.json(data={"status": status}) diff --git a/python/fate_flow/adapter/bfia/apps/platform_app.py b/python/fate_flow/adapter/bfia/apps/platform_app.py new file mode 100644 index 000000000..58cd6270e --- /dev/null +++ b/python/fate_flow/adapter/bfia/apps/platform_app.py @@ -0,0 +1,86 @@ +from webargs import fields + +from fate_flow.adapter.bfia.wheels.job import BfiaJobController +from fate_flow.adapter.bfia.utils.api_utils import BfiaAPI as API +from fate_flow.adapter.bfia.wheels.task import BfiaTaskController + +page_name = 'platform' + + +# 发起方发起创建作业配置，并发送给己方调度层时调用的接口 +@manager.route('/schedule/job/create_all', methods=['POST']) +@API.Input.json(flow_id=fields.String(required=False)) +@API.Input.json(dag=fields.Dict(required=True)) +@API.Input.json(config=fields.Dict(required=True)) +@API.Input.json(old_job_id=fields.String(required=False)) +def create_job(dag, config, flow_id="", old_job_id=""): + job_id = BfiaJobController.request_create_job(dag, config, flow_id, old_job_id) + return API.Output.json(data={"job_id": job_id}) + + +# 发起方向己方调度层发起停止作业时调用的接口 +@manager.route('/schedule/job/stop_all', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +def stop_job(job_id): + BfiaJobController.request_stop_job(job_id) + return API.Output.json() + + +# 发起方向己方调度层发起停止任务时调用的接口 +@manager.route('/schedule/job/stop_task', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(task_name=fields.String(required=True)) +def stop_task(job_id, task_name): + BfiaTaskController.stop_local_task(job_id, task_name) + return API.Output.json() + + +# 某个参与方向己方调度层发起查询作业列表时调用的接口 +@manager.route('/schedule/job/query_job_list', methods=['POST']) +@API.Input.json(flow_id=fields.String(required=True)) +def query_job_list(flow_id): + job_list = BfiaJobController.query_job_status(flow_id=flow_id) + return API.Output.json(job_list=job_list) + + +# 某个参与方向调度方发起查询作业状态时调用的接口 +@manager.route('/schedule/job/status_all', methods=['GET']) +@API.Input.json(job_id=fields.String(required=True)) +def get_job_status(job_id): + status = BfiaTaskController.query_tasks_status(job_id) + return API.Output.json(status=status) + + +# 某个参与方节点上层服务向调度层获取任务运行日志行数时调用的接口 +@manager.route('/schedule/task/get_log_line', methods=['GET']) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(log_level=fields.String(required=True)) +def get_log_line(task_id, log_level): + return API.Output.json(num=0) + + +# 某个参与方节点上层服务向调度层获取任务运行日志内容时调用的接口 +@manager.route('/schedule/task/get_log', methods=['GET']) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(log_level=fields.String(required=True)) +@API.Input.json(start=fields.Int(required=True)) +@API.Input.json(length=fields.Int(required=False)) +def get_log(task_id, log_level, start, length=None): + return API.Output.json(data=[]) + + +# 某个参与方的算法组件层将任务运行的状态等回调信息推送给调度层时调用的接口 +@manager.route('/schedule/task/callback', methods=['POST']) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(status=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +def task_callback(task_id, status, role): + BfiaTaskController.update_task_info( + task_info={ + "task_id": task_id, + "party_status": status, + "role": role + }, + callback=BfiaTaskController.update_task_status + ) + return API.Output.json() diff --git a/python/fate_flow/adapter/bfia/db/__init__.py b/python/fate_flow/adapter/bfia/db/__init__.py new file mode 100644 index 000000000..b555d8b53 --- /dev/null +++ b/python/fate_flow/adapter/bfia/db/__init__.py @@ -0,0 +1,20 @@ +from peewee import CompositeKey, CharField, TextField, BigIntegerField + +from fate_flow.db import DataBaseModel, JSONField + + +class ComponentOutput(DataBaseModel): + f_job_id = CharField(max_length=25, index=True) + f_role = CharField(max_length=50, index=True) + f_node_id = CharField(max_length=50, index=True) + f_task_name = CharField(max_length=50) + f_component = CharField(max_length=50) + f_task_id = CharField(max_length=100) + f_type = CharField(max_length=20) + f_key = CharField(max_length=20) + f_engine = JSONField() + f_address = JSONField() + + class Meta: + db_table = "t_bfia_component_output" + primary_key = CompositeKey('f_job_id', 'f_role', 'f_node_id', 'f_task_id', 'f_type', 'f_key') diff --git a/python/fate_flow/adapter/bfia/examples/job/submit.json b/python/fate_flow/adapter/bfia/examples/job/submit.json new file mode 100644 index 000000000..b57e4f3d2 --- /dev/null +++ b/python/fate_flow/adapter/bfia/examples/job/submit.json @@ -0,0 +1,162 @@ +{ + "flow_id": "flow_0cc3b89e9ab14c938feb6242a001a21b", + "dag": { + "components": [ + { + "name": "intersect_rsa_1", + "componentName": "Intersection", + "provider": "unionpay", + "version": "2.0.0", + "input": [], + "output": [ + { + "type": "dataset", + "key": "data0" + }, + { + "type": "report", + "key": "report0" + } + ] + }, + { + "name": "hetero_secureboost_1", + "componentName": "HeteroSecureBoost", + "provider": "unionpay", + "version": "2.0.0", + "input": [ + { + "type": "dataset", + "key": "intersect_rsa_1.data0" + } + ], + "output": [ + { + "type": "dataset", + "key": "data0" + }, + { + "type": "model", + "key": "model0" + }, + { + "type": "report", + "key": "report0" + }, + { + "type": "report", + "key": "report1" + }, + { + "type": "report", + "key": "report2" + } + ] + } + ], + "version": "2.0" + }, + "config": { + "initiator": { + "role": "guest", + "node_id": "JG0100001100000000" + }, + "role": { + "guest": [ + "JG0100001100000000" + ], + "host": [ + "JG0100001100000000", + "JG0100001100000000", + "JG0100001100000000" + ], + "arbiter": [ + "JG0100001100000000" + ] + }, + "job_params": { + "common": { + "sync_type": "poll" + }, + "guest": { + "0": { + "resources": { + "cpu": -1, + "memory": -1, + "disk": -1 + } + } + }, + "host": { + "0": { + "resources": { + "cpu": -1, + "memory": -1, + "disk": -1 + } + } + } + }, + "task_params": { + "common": { + "hetero_secureboost_1": { + "id": "id", + "label": "y", + "learning_rate": 0.5, + "objective_param": { + "objective": "cross_entropy" + }, + "num_trees": 2, + "subsample_feature_rate": 1, + "n_iter_no_change": "True", + "tol": 0.0001, + "predict_param": { + "threshold": 0.5 + }, + "cv_param": { + "n_splits": 5, + "shuffle": false, + "random_seed": 103, + "need_cv": false + }, + "metrics": [ + "auc", + "ks" + ], + "early_stopping_rounds": "", + "tree_param": { + "max_depth": 5 + } + }, + "intersect_rsa_1": { + "id": "id", + "intersect_method": "rsa", + "sync_intersect_ids": true, + "only_output_key": false, + "rsa_params": { + "hash_method": "sha256", + "final_hash_method": "sha256", + "key_length": 2048 + } + } + }, + "guest": { + "0": { + "intersect_rsa_1": { + "name": "test_guest", + "namespace": "testspace" + } + } + }, + "host": { + "0": { + "intersect_rsa_1": { + "name": "test_host", + "namespace": "testspace" + } + } + } + }, + "version": "2.0.0" + } +} \ No newline at end of file diff --git a/python/fate_flow/hub/scheduler/fate/__init__.py b/python/fate_flow/adapter/bfia/scheduler/__init__.py similarity index 84% rename from python/fate_flow/hub/scheduler/fate/__init__.py rename to python/fate_flow/adapter/bfia/scheduler/__init__.py index 8ac1db19b..4562c3508 100644 --- a/python/fate_flow/hub/scheduler/fate/__init__.py +++ b/python/fate_flow/adapter/bfia/scheduler/__init__.py @@ -12,10 +12,8 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.hub.scheduler.fate._scheduler import DAGScheduler - -__all__ = [ - "DAGScheduler" -] - +# +from .detector import BfiaDetector +from .scheduler import BfiaScheduler +__all__ = [BfiaScheduler, BfiaDetector] diff --git a/python/fate_flow/adapter/bfia/scheduler/detector.py b/python/fate_flow/adapter/bfia/scheduler/detector.py new file mode 100644 index 000000000..d6b9d7a99 --- /dev/null +++ b/python/fate_flow/adapter/bfia/scheduler/detector.py @@ -0,0 +1,71 @@ +import time + +from fate_flow.adapter.bfia.utils.entity.status import TaskStatus +from fate_flow.adapter.bfia.wheels.federated import BfiaFederatedScheduler +from fate_flow.adapter.bfia.wheels.saver import BfiaJobSaver +from fate_flow.engine.devices import build_engine +from fate_flow.utils.cron import Cron +from fate_flow.utils.log_utils import detect_logger + + +class BfiaDetector(Cron): + def run_do(self): + self.logger = detect_logger(log_type="bfia_detector") + self.detect_running_task() + + def detect_running_task(self): + self.logger.info('start to detect running task..') + count = 0 + try: + running_tasks = BfiaJobSaver.query_task(party_status=TaskStatus.RUNNING) + self.logger.info(f'running task: {running_tasks}') + stop_job_ids = set() + for task in running_tasks: + try: + process_exist = build_engine(task.f_provider_name).is_alive(task) + if not process_exist: + msg = f"task {task.f_task_id} {task.f_task_version} on {task.f_role} {task.f_party_id}" + detect_logger(job_id=task.f_job_id).info( + f"{msg} with {task.f_party_status} process {task.f_run_pid} does not exist") + time.sleep(3) + _tasks = BfiaJobSaver.query_task(task_id=task.f_task_id, task_version=task.f_task_version, + role=task.f_role, party_id=task.f_party_id) + if _tasks: + if _tasks[0].f_party_status == TaskStatus.RUNNING: + stop_job_ids.add(task.f_job_id) + detect_logger(job_id=task.f_job_id).info( + f"{msg} party status has been checked twice, try to stop job") + else: + detect_logger(job_id=task.f_job_id).info( + f"{msg} party status has changed to {_tasks[0].f_party_status}, may be stopped by task_controller.stop_task, pass stop job again") + else: + detect_logger(job_id=task.f_job_id).warning(f"{msg} can not found on db") + except Exception as e: + detect_logger(job_id=task.f_job_id).exception(e) + if stop_job_ids: + self.logger.info('start to stop jobs: {}'.format(stop_job_ids)) + stop_jobs = set() + for job_id in stop_job_ids: + jobs = BfiaJobSaver.query_job(job_id=job_id) + if jobs: + stop_jobs.add(jobs[0]) + self.request_stop_jobs(jobs=stop_jobs, stop_msg="task executor process abort") + except Exception as e: + self.logger.exception(e) + finally: + self.logger.info(f"finish detect {count} running task") + + def request_stop_jobs(self, jobs, stop_msg): + if not len(jobs): + return + self.logger.info(f"have {len(jobs)} should be stopped, because of {stop_msg}") + for job in jobs: + try: + detect_logger(job_id=job.f_job_id).info( + f"detector request start to stop job {job.f_job_id}, because of {stop_msg}") + status = BfiaFederatedScheduler.request_stop_job(party_id=job.f_scheduler_party_id, job_id=job.f_job_id) + detect_logger(job_id=job.f_job_id).info(f"detector request stop job {job.f_job_id} {status}") + except Exception as e: + detect_logger(job_id=job.f_job_id).exception(e) + + diff --git a/python/fate_flow/adapter/interconn/__init__.py b/python/fate_flow/adapter/interconn/__init__.py deleted file mode 100644 index 1285e0e71..000000000 --- a/python/fate_flow/adapter/interconn/__init__.py +++ /dev/null @@ -1 +0,0 @@ -__all__ = ["apps"] \ No newline at end of file diff --git a/python/fate_flow/adapter/interconn/apps/interconn_app.py b/python/fate_flow/adapter/interconn/apps/interconn_app.py deleted file mode 100644 index c5aef25e2..000000000 --- a/python/fate_flow/adapter/interconn/apps/interconn_app.py +++ /dev/null @@ -1,95 +0,0 @@ -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -from webargs import fields - -from fate_flow.utils.api_utils import API - -page_name = 'interconn' - - -@manager.route('/schedule/job/create_all', methods=['POST']) -@API.Input.json(flow_id=fields.String(required=False)) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(dag=fields.Dict(required=True)) -@API.Input.json(config=fields.Dict(required=True)) -@API.Input.json(old_job_id=fields.String(required=False)) -def create_job_all(job_id, dag, config, flow_id=None, old_job_id=None): - return API.Output.json() - - -@manager.route('/schedule/job/create', methods=['POST']) -@API.Input.json(flow_id=fields.String(required=False)) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(dag=fields.Dict(required=True)) -@API.Input.json(config=fields.Dict(required=True)) -@API.Input.json(old_job_id=fields.String(required=False)) -def create_job(job_id, dag, config, flow_id=None, old_job_id=None): - return API.Output.json() - - -@manager.route('/schedule/job/start', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -def start_job(): - return API.Output.json() - - -@manager.route('/schedule/task/start', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(task_id=fields.String(required=True)) -@API.Input.json(task_name=fields.String(required=True)) -def start_task(job_id, task_id, task_name): - return API.Output.json() - - -@manager.route('/schedule/job/stop_all', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(task_name=fields.String(required=False)) -def stop_job_all(job_id, task_name=None): - return API.Output.json() - - -@manager.route('/schedule/job/stop', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(task_name=fields.String(required=False)) -def stop_job(job_id, task_name=None): - return API.Output.json() - - -@manager.route('/schedule/job/status_all', methods=['GET']) -@API.Input.params(job_id=fields.String(required=True)) -def get_job_status_all(job_id): - return API.Output.json(job_status="", status=[]) - - -@manager.route('/schedule/job/audit_confirm', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(status=fields.String(required=True)) -def audit_confirm(job_id, status): - return API.Output.json() - - -@manager.route('/schedule/task/poll', methods=['POST']) -@API.Input.json(task_id=fields.String(required=True)) -@API.Input.json(role=fields.String(required=True)) -def poll_task(task_id, role): - return API.Output.json(status="") - - -@manager.route('/schedule/task/callback', methods=['POST']) -@API.Input.json(task_id=fields.String(required=True)) -@API.Input.json(role=fields.String(required=True)) -@API.Input.json(status=fields.String(required=True)) -def callback_task(task_id, role, status): - return API.Output.json() diff --git a/python/fate_flow/adapter/interconn/apps/platform_app.py b/python/fate_flow/adapter/interconn/apps/platform_app.py deleted file mode 100644 index ac98f911d..000000000 --- a/python/fate_flow/adapter/interconn/apps/platform_app.py +++ /dev/null @@ -1,64 +0,0 @@ -from webargs import fields - -from fate_flow.utils.api_utils import API - -page_name = 'platform' - - -@manager.route('/schedule/job/create_all', methods=['POST']) -@API.Input.json(flow_id=fields.String(required=False)) -@API.Input.json(dag=fields.Dict(required=True)) -@API.Input.json(config=fields.Dict(required=True)) -@API.Input.json(old_job_id=fields.String(required=False)) -def create_job(dag, config, flow_id=None, old_job_id=None): - return API.Output.json(job_id="") - - -@manager.route('/schedule/job/stop_all', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -def stop_job(job_id): - return API.Output.json() - - -@manager.route('/schedule/job/stop_task', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(task_name=fields.String(required=True)) -def stop_task(job_id, task_name): - return API.Output.json() - - -# options -@manager.route('/schedule/job/query_job_list', methods=['POST']) -@API.Input.json(flow_id=fields.String(required=True)) -def query_job_list(flow_id): - return API.Output.json(job_list=[{}]) - - -@manager.route('/schedule/job/status_all', methods=['GET']) -@API.Input.params(job_id=fields.String(required=True)) -def get_job_status(job_id): - return API.Output.json(status=[{}]) - - -@manager.route('/schedule/task/get_log_line', methods=['GET']) -@API.Input.params(task_id=fields.String(required=True)) -@API.Input.params(log_level=fields.String(required=True)) -def get_log_line(task_id, log_level): - return API.Output.json(num=0) - - -@manager.route('/schedule/task/get_log', methods=['GET']) -@API.Input.params(task_id=fields.String(required=True)) -@API.Input.params(log_level=fields.String(required=True)) -@API.Input.params(start=fields.Int(required=True)) -@API.Input.params(length=fields.Int(required=False)) -def get_log(task_id, log_level, start, length=None): - return API.Output.json(data=[]) - - -@manager.route('/schedule/task/callback', methods=['POST']) -@API.Input.json(task_id=fields.String(required=True)) -@API.Input.json(status=fields.String(required=True)) -@API.Input.json(role=fields.String(required=True)) -def task_callback(task_id, status, role): - return API.Output.json() diff --git a/python/fate_flow/adapter/interconn/controller/__init__.py b/python/fate_flow/adapter/interconn/controller/__init__.py deleted file mode 100644 index e69de29bb..000000000 diff --git a/python/fate_flow/adapter/interconn/db/__init__.py b/python/fate_flow/adapter/interconn/db/__init__.py deleted file mode 100644 index a80163eed..000000000 --- a/python/fate_flow/adapter/interconn/db/__init__.py +++ /dev/null @@ -1,16 +0,0 @@ -from peewee import CompositeKey, CharField, TextField - -from fate_flow.db import DataBaseModel, JSONField - - -class AdapterJob(DataBaseModel): - f_job_id = CharField(max_length=25, index=True) - f_user_name = CharField(max_length=500, null=True, default='') - f_description = TextField(null=True, default='') - f_tag = CharField(max_length=50, null=True, default='') - f_dag = JSONField() - f_parties = JSONField() - - class Meta: - db_table = "t_adapter_job" - primary_key = CompositeKey('f_job_id') diff --git a/python/fate_flow/adapter/interconn/examples/job/submit.json b/python/fate_flow/adapter/interconn/examples/job/submit.json deleted file mode 100644 index 5c833396c..000000000 --- a/python/fate_flow/adapter/interconn/examples/job/submit.json +++ /dev/null @@ -1,57 +0,0 @@ -{ - "flow_id": "string", - "dag": { - "version": "string", - "components": [ - { - "name": "string", - "code": "string", - "version": "string", - "module_name": "string", - "input": [ - { - "key": null, - "type": null - } - ], - "output": [ - { - "key": null, - "type": null - } - ] - } - ] - }, - "config": { - "version": "string", - "initiator": { - "role": "string", - "node_id": "string" - }, - "role": { - "guest": [ - "string" - ], - "host": [ - "string" - ], - "arbiter": [ - "string" - ] - }, - "job_params": { - "common": {}, - "guest": {}, - "host": {}, - "arbiter": {} - }, - "task_params": { - "common": {}, - "guest": {}, - "host": {}, - "arbiter": {} - } - }, - "old_job_id": "string" -} \ No newline at end of file diff --git a/python/fate_flow/adapter/interconn/scheduler/__init__.py b/python/fate_flow/adapter/interconn/scheduler/__init__.py deleted file mode 100644 index e69de29bb..000000000 diff --git a/python/ofx/api/models/federated.py b/python/ofx/api/models/federated.py deleted file mode 100644 index d5f5dc356..000000000 --- a/python/ofx/api/models/federated.py +++ /dev/null @@ -1,66 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -from .resource import BaseAPI - - -class Federated(BaseAPI): - def create_job(self, job_id, roles, initiator_party_id, command_body): - return self.job_command(job_id=job_id, roles=roles, command="create", command_body=command_body, - initiator_party_id=initiator_party_id, parallel=False) - - def stop_job(self, job_id, roles): - return self.job_command(job_id=job_id, roles=roles, command="stop") - - def sync_job_status(self, job_id, roles, command_body=None): - return self.job_command(job_id=job_id, roles=roles, command=f"status/update", command_body=command_body) - - def resource_for_job(self, job_id, roles, operation_type): - return self.job_command(job_id=job_id, roles=roles, command=f"resource/{operation_type}") - - def start_job(self, job_id, roles, command_body=None): - return self.job_command(job_id=job_id, roles=roles, command="start", command_body=command_body) - - def update_job(self, job_id, roles, command_body=None): - return self.job_command(job_id=job_id, roles=roles, command="update", command_body=command_body) - - def save_pipelined_model(self, job_id, roles): - return self.job_command(job_id=job_id, roles=roles, command="pipeline/save") - - def clean_job(self, job_id, roles, command_body=None): - return self.job_command(job_id=job_id, roles=roles, command="clean", command_body=command_body) - - def resource_for_task(self, tasks, operation_type): - return self.task_command(tasks=tasks, command=f"resource/{operation_type}") - - def create_task(self, tasks, command_body=None): - return self.task_command(tasks=tasks, command="create", command_body=command_body) - - def start_task(self, tasks): - return self.task_command(tasks=tasks, command="start") - - def rerun_task(self, tasks, task_version): - return self.task_command(tasks=tasks, command="rerun", command_body={"new_version": task_version}) - - def collect_task(self, tasks): - return self.task_command(tasks=tasks, command="collect") - - def sync_task_status(self, tasks, command_body=None): - return self.task_command(tasks=tasks, command=f"status/update", command_body=command_body) - - def stop_task(self, tasks, command_body=None): - return self.task_command(tasks=tasks, command="stop", command_body=command_body) - - def clean_task(self, tasks, content_type): - return self.task_command(tasks=tasks, command="clean/{}".format(content_type)) diff --git a/python/ofx/api/models/resource.py b/python/ofx/api/models/resource.py deleted file mode 100644 index 6deca2d4a..000000000 --- a/python/ofx/api/models/resource.py +++ /dev/null @@ -1,339 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import threading - -import json -import requests - -from ..utils.grpc_utils import wrap_osx_grpc_packet, wrap_proxy_grpc_packet -from ..utils.grpc_utils import gen_routing_metadata, get_osx_channel, get_proxy_channel - -FEDERATED_ERROR = 104 - - -class APIClient(requests.Session): - def __init__(self, host="127.0.0.1", port=9380, protocol="http", api_version=None, timeout=60, - remote_protocol="http", remote_host=None, remote_port=None, grpc_channel="default"): - super().__init__() - self.host = host - self.port = port - self.protocol = protocol - self.timeout = timeout - self.api_version = api_version - self.remote_protocol = remote_protocol - self.remote_host = remote_host - self.remote_port = remote_port - self.grpc_channel = grpc_channel - - @property - def base_url(self): - return f'{self.protocol}://{self.host}:{self.port}' - - @property - def version(self): - if self.api_version: - return self.api_version - return None - - def post(self, endpoint, data=None, json=None, **kwargs): - return self.request('POST', url=self._set_url(endpoint), data=data, json=json, - **self._set_request_timeout(kwargs)) - - def send_file(self, endpoint, data=None, json=None, params=None, files=None, **kwargs): - return self.request('POST', url=self._set_url(endpoint), data=data, json=json, files=files, params=params, - **self._set_request_timeout(kwargs)) - - def get(self, endpoint, **kwargs): - kwargs.setdefault('allow_redirects', True) - return self.request('GET', url=self._set_url(endpoint), **self._set_request_timeout(kwargs)) - - def put(self, endpoint, data=None, **kwargs): - return self.request('PUT', url=self._set_url(endpoint), data=data, **self._set_request_timeout(kwargs)) - - def delete(self, endpoint, **kwargs): - return self.request('DELETE', url=self._set_url(endpoint), **self._set_request_timeout(kwargs)) - - @property - def url(self): - return self._url - - @property - def _url(self): - if self.version: - return f"{self.base_url}/{self.version}" - else: - return self.base_url - - def generate_endpoint(self, endpoint): - if self.version: - return f"{endpoint}/{self.version}" - else: - return endpoint - - def _set_request_timeout(self, kwargs): - kwargs.setdefault('timeout', self.timeout) - return kwargs - - def _set_url(self, endpoint): - return f"{self._url}/{endpoint}" - - def remote(self, job_id, method, endpoint, src_party_id, dest_party_id, src_role, json_body, is_local=False, - extra_params=None, headers=None): - if not headers: - headers = {} - if self.version: - endpoint = f"/{self.version}{endpoint}" - kwargs = { - 'job_id': job_id, - 'method': method, - 'endpoint': endpoint, - 'src_party_id': src_party_id, - 'dest_party_id': dest_party_id, - 'src_role': src_role, - 'json_body': json_body, - "headers": headers - } - if extra_params: - kwargs.update(extra_params) - if not self.remote_host and not self.remote_port and self.remote_protocol == "grpc": - raise Exception( - f'{self.remote_protocol} coordination communication protocol need remote host and remote port.') - kwargs.update({ - "source_host": self.host, - "source_port": self.port, - }) - if is_local: - return self.remote_on_http(**kwargs) - if self.remote_host and self.remote_port: - kwargs.update({ - "host": self.remote_host, - "port": self.remote_port, - }) - if self.remote_protocol == "http": - return self.remote_on_http(**kwargs) - if self.remote_protocol == "grpc": - if self.grpc_channel == "osx": - return self.remote_on_grpc_osx(**kwargs) - else: - return self.remote_on_grpc_proxy(**kwargs) - else: - raise Exception(f'{self.remote_protocol} coordination communication protocol is not supported.') - else: - return self.remote_on_http(**kwargs) - - def remote_on_http(self, method, endpoint, host=None, port=None, try_times=3, timeout=10, - json_body=None, dest_party_id=None, service_name="fateflow", headers=None, **kwargs): - headers.update({ - "dest-party-id": dest_party_id, - "service": service_name - }) - if host and port: - url = f"{self.remote_protocol}://{host}:{port}{endpoint}" - else: - url = f"{self.base_url}{endpoint}" - for t in range(try_times): - try: - response = requests.request(method=method, url=url, timeout=timeout, json=json_body, headers=headers) - response.raise_for_status() - except Exception as e: - if t >= try_times - 1: - raise e - else: - try: - return response.json() - except: - raise Exception(response.text) - - @staticmethod - def remote_on_grpc_proxy(job_id, method, host, port, endpoint, src_party_id, dest_party_id, json_body, - try_times=3, timeout=10, headers=None, source_host=None, source_port=None, **kwargs): - _packet = wrap_proxy_grpc_packet( - json_body=json_body, http_method=method, url=endpoint, - src_party_id=src_party_id, dst_party_id=dest_party_id, - job_id=job_id, headers=headers, overall_timeout=timeout, - source_host=source_host, source_port=source_port - ) - _routing_metadata = gen_routing_metadata( - src_party_id=src_party_id, dest_party_id=dest_party_id, - ) - for t in range(try_times): - channel, stub = get_proxy_channel(host, port) - - try: - _return, _call = stub.unaryCall.with_call( - _packet, metadata=_routing_metadata, - timeout=timeout or None, - ) - except Exception as e: - if t >= try_times - 1: - raise e - else: - try: - return json.loads(bytes.decode(_return.body.value)) - except Exception: - raise RuntimeError(f"{_return}, {_call}") - finally: - channel.close() - - @staticmethod - def remote_on_grpc_osx(job_id, method, host, port, endpoint, src_party_id, dest_party_id, json_body, - try_times=3, timeout=10, headers=None, source_host=None, source_port=None, **kwargs): - _packet = wrap_osx_grpc_packet( - json_body=json_body, http_method=method, url=endpoint, - src_party_id=src_party_id, dst_party_id=dest_party_id, - job_id=job_id, headers=headers, overall_timeout=timeout, - source_host=source_host, source_port=source_port, **kwargs - ) - _routing_metadata = gen_routing_metadata( - src_party_id=src_party_id, dest_party_id=dest_party_id, - ) - for t in range(try_times): - channel, stub = get_osx_channel(host, port) - try: - _return, _call = stub.invoke.with_call( - _packet, metadata=_routing_metadata, - timeout=timeout or None, - ) - except Exception as e: - if t >= try_times - 1: - raise Exception(str(e)) - else: - try: - return json.loads(bytes.decode(_return.payload)) - except Exception: - raise RuntimeError(f"{_return}, {_call}") - finally: - channel.close() - - -class BaseAPI: - def __init__(self, client: APIClient, callback=None): - self.client = client - self.callback = callback - - def federated_command(self, job_id, src_role, src_party_id, dest_role, dest_party_id, endpoint, body, - federated_response, method='POST', only_scheduler=False, extra_params=None, - initiator_party_id=""): - try: - headers = {} - if self.callback: - result = self.callback(dest_party_id, body, initiator_party_id=initiator_party_id) - if result.code == 0: - headers = result.signature if result.signature else {} - else: - raise Exception(result.code, result.message) - headers.update({"initiator_party_id": initiator_party_id}) - response = self.client.remote(job_id=job_id, - method=method, - endpoint=endpoint, - src_role=src_role, - src_party_id=src_party_id, - dest_party_id=dest_party_id, - json_body=body if body else {}, - extra_params=extra_params, - is_local=self.is_local(party_id=dest_party_id), - headers=headers) - if only_scheduler: - return response - except Exception as e: - response = { - "code": FEDERATED_ERROR, - "message": "Federated schedule error, {}".format(e) - } - if only_scheduler: - return response - federated_response[dest_role][dest_party_id] = response - - @staticmethod - def is_local(party_id): - return party_id == "0" - - def job_command(self, job_id, roles, command, command_body=None, parallel=False, initiator_party_id=""): - federated_response = {} - api_type = "partner/job" - threads = [] - if not command_body: - command_body = {} - for party in roles: - dest_role = party.get("role") - dest_party_ids = party.get("party_id") - federated_response[dest_role] = {} - for dest_party_id in dest_party_ids: - endpoint = f"/{api_type}/{command}" - command_body["role"] = dest_role - command_body["party_id"] = dest_party_id - command_body["job_id"] = job_id - args = (job_id, "", "", dest_role, dest_party_id, endpoint, command_body, federated_response) - kwargs = {"initiator_party_id": initiator_party_id} - if parallel: - t = threading.Thread(target=self.federated_command, args=args, kwargs=kwargs) - threads.append(t) - t.start() - else: - self.federated_command(*args, initiator_party_id=initiator_party_id) - for thread in threads: - thread.join() - return federated_response - - def task_command(self, tasks, command, command_body=None, parallel=False): - federated_response = {} - threads = [] - if not command_body: - command_body = {} - for task in tasks: - command_body.update({ - "job_id": task["job_id"], - "role": task["role"], - "party_id": task["party_id"], - "task_id": task["task_id"], - "task_version": task["task_version"] - }) - dest_role, dest_party_id = task["role"], task["party_id"] - federated_response[dest_role] = federated_response.get(dest_role, {}) - endpoint = f"/partner/task/{command}" - args = (task['job_id'], task['role'], task['party_id'], dest_role, dest_party_id, endpoint, command_body, - federated_response) - if parallel: - t = threading.Thread(target=self.federated_command, args=args) - threads.append(t) - t.start() - else: - self.federated_command(*args) - for thread in threads: - thread.join() - return federated_response - - def scheduler_command(self, command, party_id, command_body=None, method='POST', initiator_party_id=""): - try: - federated_response = {} - endpoint = f"/scheduler/{command}" - response = self.federated_command(job_id="", - method=method, - endpoint=endpoint, - src_role="", - src_party_id="", - dest_role="", - dest_party_id=party_id, - body=command_body if command_body else {}, - federated_response=federated_response, - only_scheduler=True, - initiator_party_id=initiator_party_id - ) - except Exception as e: - response = { - "code": FEDERATED_ERROR, - "message": "Federated schedule error, {}".format(e) - } - return response diff --git a/python/ofx/api/models/worker.py b/python/ofx/api/models/worker.py deleted file mode 100644 index fbd380686..000000000 --- a/python/ofx/api/models/worker.py +++ /dev/null @@ -1,110 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -from .resource import BaseAPI - - -class Worker(BaseAPI): - def report_task_status(self, status, execution_id, error=""): - if not error: - error = "" - endpoint = '/worker/task/status' - return self.client.post(endpoint=endpoint, json={ - "status": status, - "execution_id": execution_id, - "error": error - }) - - def query_task_status(self, execution_id): - endpoint = '/worker/task/status' - return self.client.get(endpoint=endpoint, json={ - "execution_id": execution_id, - }) - - def save_model(self, model_id, model_version, execution_id, output_key, type_name, fp): - files = {"file": fp} - return self.client.send_file( - endpoint="/worker/model/save", - files=files, - data={ - "model_id": model_id, - "model_version": model_version, - "execution_id": execution_id, - "output_key": output_key, - "type_name": type_name - }) - - def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace, name, overview, source, data_type, - index, partitions=None): - return self.client.post( - endpoint="/worker/data/tracking/save", - json={ - "execution_id": execution_id, - "output_key": output_key, - "meta_data": meta_data, - "uri": uri, - "namespace": namespace, - "name": name, - "overview": overview, - "source": source, - "data_type": data_type, - "index": index, - "partitions": partitions - }) - - def query_data_meta(self, job_id=None, role=None, party_id=None, task_name=None, output_key=None, namespace=None, - name=None): - # [job_id, role, party_id, task_name, output_key] or [name, namespace] - if namespace and name: - params = { - "namespace": namespace, - "name": name - } - else: - params = { - "job_id": job_id, - "role": role, - "party_id": party_id, - "task_name": task_name, - "output_key": output_key - } - return self.client.get( - endpoint="/worker/data/tracking/query", - params=params - ) - - def download_model(self, model_id, model_version, task_name, output_key, role, party_id): - return self.client.get( - endpoint="/worker/model/download", - params={ - "model_id": model_id, - "model_version": model_version, - "task_name": task_name, - "output_key": output_key, - "role": role, - "party_id": party_id - } - ) - - def save_metric(self, execution_id, data): - return self.client.post( - endpoint="/worker/metric/save", - json={ - "execution_id": execution_id, - "data": data - }) - - def get_metric_save_url(self, execution_id): - endpoint = f"/worker/metric/save/{execution_id}" - return f"{self.client.url}{endpoint}" From c161d1fd95cefc4d2eed6a352bd1100806b144ed Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 20 Oct 2023 14:38:26 +0800 Subject: [PATCH 322/482] update ofx Signed-off-by: zhihuiwan <15779896112@163.com> --- python/ofx/api/client.py | 100 +++++- python/ofx/api/entity.py | 45 +++ python/ofx/api/models/__init__.py | 3 + python/ofx/api/models/bfia/__init__.py | 14 + python/ofx/api/models/bfia/federated.py | 57 ++++ python/ofx/api/models/bfia/resource.py | 230 +++++++++++++ python/ofx/api/models/bfia/scheduler.py | 49 +++ python/ofx/api/models/bfia/worker.py | 110 ++++++ python/ofx/api/models/fate_flow/__init__.py | 14 + python/ofx/api/models/fate_flow/federated.py | 66 ++++ python/ofx/api/models/fate_flow/resource.py | 339 +++++++++++++++++++ python/ofx/api/models/fate_flow/scheduler.py | 42 +++ python/ofx/api/models/fate_flow/worker.py | 110 ++++++ 13 files changed, 1171 insertions(+), 8 deletions(-) create mode 100644 python/ofx/api/entity.py create mode 100644 python/ofx/api/models/bfia/__init__.py create mode 100644 python/ofx/api/models/bfia/federated.py create mode 100644 python/ofx/api/models/bfia/resource.py create mode 100644 python/ofx/api/models/bfia/scheduler.py create mode 100644 python/ofx/api/models/bfia/worker.py create mode 100644 python/ofx/api/models/fate_flow/__init__.py create mode 100644 python/ofx/api/models/fate_flow/federated.py create mode 100644 python/ofx/api/models/fate_flow/resource.py create mode 100644 python/ofx/api/models/fate_flow/scheduler.py create mode 100644 python/ofx/api/models/fate_flow/worker.py diff --git a/python/ofx/api/client.py b/python/ofx/api/client.py index bcc47d774..36c93ba4d 100644 --- a/python/ofx/api/client.py +++ b/python/ofx/api/client.py @@ -12,19 +12,35 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from .models.resource import APIClient -from .models.federated import Federated -from .models.scheduler import Scheduler -from .models.worker import Worker +from .entity import PROTOCOL -class FlowSchedulerApi: +class BaseApi(object): + @property + def federated(self): + return + + @property + def scheduler(self): + return + + @property + def worker(self): + return + + @staticmethod + def get_name(): + return "base" + + +class FlowSchedulerApi(BaseApi): """ A client for communicating with a flow server. """ def __init__(self, host="127.0.0.1", port=9380, protocol="http", api_version=None, timeout=60, remote_protocol="http", remote_host=None, remote_port=None, grpc_channel="default", callback=None): + from .models.fate_flow.resource import APIClient self.client = APIClient( host=host, port=port, @@ -36,6 +52,74 @@ def __init__(self, host="127.0.0.1", port=9380, protocol="http", api_version=Non remote_protocol=remote_protocol, grpc_channel=grpc_channel ) - self.federated = Federated(client=self.client, callback=callback) - self.scheduler = Scheduler(client=self.client, callback=callback) - self.worker = Worker(client=self.client, callback=callback) + self.callback = callback + + @property + def federated(self): + from .models.fate_flow.federated import Federated + return Federated(client=self.client, callback=self.callback) + + @property + def scheduler(self): + from .models.fate_flow.scheduler import Scheduler + return Scheduler(client=self.client, callback=self.callback) + + @property + def worker(self): + from .models.fate_flow.worker import Worker + return Worker(client=self.client, callback=self.callback) + + @staticmethod + def get_name(): + return PROTOCOL.FATE_FLOW + + +class BfiaSchedulerApi(BaseApi): + """ + A client for communicating with a interconnect server. + """ + def __init__(self, host="127.0.0.1", port=9380, protocol="http", api_version=None, timeout=60, + remote_protocol="http", remote_host=None, remote_port=None, grpc_channel="default", + callback=None, route_table=None, self_node_id=None): + from .models.bfia.resource import APIClient + self.client = APIClient( + host=host, + port=port, + protocol=protocol, + api_version=api_version, + timeout=timeout, + remote_host=remote_host, + remote_port=remote_port, + remote_protocol=remote_protocol, + grpc_channel=grpc_channel, + route_table=route_table, + self_node_id=self_node_id + ) + self.callback = callback + + @property + def federated(self): + from .models.bfia.federated import Federated + return Federated(client=self.client, callback=self.callback) + + @property + def scheduler(self): + from .models.bfia.scheduler import Scheduler + return Scheduler(client=self.client, callback=self.callback) + + @property + def worker(self): + from .models.bfia.worker import Worker + return Worker(client=self.client, callback=self.callback) + + @staticmethod + def get_name(): + return PROTOCOL.BFIA + + +def load_schedule_clients(**kwargs): + clients = {} + for obj in [FlowSchedulerApi]: + name = obj.get_name() + clients[name] = obj(**kwargs) + return clients diff --git a/python/ofx/api/entity.py b/python/ofx/api/entity.py new file mode 100644 index 000000000..cd74e10c3 --- /dev/null +++ b/python/ofx/api/entity.py @@ -0,0 +1,45 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from typing import Optional, List + +import pydantic +from pydantic import BaseModel + +OSX_EXCHANGE = "" + + +class PROTOCOL: + FATE_FLOW = "fate" + BFIA = "bfia" + +class RoleSpec(BaseModel): + guest: Optional[List[str]] + host: Optional[List[str]] + arbiter: Optional[List[str]] + local: Optional[List[str]] + + +class BFIAHeadersSpec(pydantic.BaseModel): + x_ptp_version: Optional[str] + x_ptp_provider_code: Optional[str] + x_ptp_trace_id: Optional[str] + x_ptp_token: Optional[str] + x_ptp_uri: Optional[str] + x_ptp_from_node_id: Optional[str] + x_ptp_from_inst_id: Optional[str] + x_ptp_target_node_id: Optional[str] + x_ptp_target_inst_id: Optional[str] + x_ptp_session_id: Optional[str] + x_ptp_topic: Optional[str] diff --git a/python/ofx/api/models/__init__.py b/python/ofx/api/models/__init__.py index ae946a49c..0e6a37ecc 100644 --- a/python/ofx/api/models/__init__.py +++ b/python/ofx/api/models/__init__.py @@ -12,3 +12,6 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +from ofx.api.models import bfia, fate_flow + +__all__ = [bfia, fate_flow] diff --git a/python/ofx/api/models/bfia/__init__.py b/python/ofx/api/models/bfia/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/ofx/api/models/bfia/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/ofx/api/models/bfia/federated.py b/python/ofx/api/models/bfia/federated.py new file mode 100644 index 000000000..bb2bb572f --- /dev/null +++ b/python/ofx/api/models/bfia/federated.py @@ -0,0 +1,57 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from .resource import BaseAPI + + +class Federated(BaseAPI): + def create_job(self, node_list, command_body): + return self.job_command( + node_list=node_list, + command_body=command_body, + parallel=False, + endpoint="/v1/interconn/schedule/job/create" + ) + + def start_job(self, node_list, command_body): + return self.job_command( + node_list=node_list, + command_body=command_body, + parallel=False, + endpoint="/v1/interconn/schedule/job/start" + ) + + def stop_job(self, node_list, command_body): + return self.job_command( + node_list=node_list, + command_body=command_body, + parallel=False, + endpoint="/v1/interconn/schedule/job/stop" + ) + + def start_task(self, node_list, command_body): + return self.job_command( + node_list=node_list, + command_body=command_body, + parallel=False, + endpoint="/v1/interconn/schedule/task/start" + ) + + def poll_task(self, node_list, command_body): + return self.job_command( + node_list=node_list, + command_body=command_body, + parallel=False, + endpoint="/v1/interconn/schedule/task/poll" + ) diff --git a/python/ofx/api/models/bfia/resource.py b/python/ofx/api/models/bfia/resource.py new file mode 100644 index 000000000..cc20faba9 --- /dev/null +++ b/python/ofx/api/models/bfia/resource.py @@ -0,0 +1,230 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import threading +import requests + +from ...entity import BFIAHeadersSpec + + +FEDERATED_ERROR = 104 + + +class APIClient(requests.Session): + def __init__(self, host="127.0.0.1", port=9380, protocol="http", api_version=None, timeout=60, + remote_protocol="http", remote_host=None, remote_port=None, grpc_channel="default", + provider="FATE", route_table=None, self_node_id=""): + super().__init__() + self.host = host + self.port = port + self.protocol = protocol + self.timeout = timeout + self.api_version = api_version + self.remote_protocol = remote_protocol + self.remote_host = remote_host + self.remote_port = remote_port + self.grpc_channel = grpc_channel + self.provider = provider + self.route_table = route_table + self.node_id = self_node_id + + @property + def base_url(self): + return f'{self.protocol}://{self.host}:{self.port}' + + @property + def version(self): + if self.api_version: + return self.api_version + return None + + def post(self, endpoint, data=None, json=None, **kwargs): + return self.request('POST', url=self._set_url(endpoint), data=data, json=json, + **self._set_request_timeout(kwargs)) + + def send_file(self, endpoint, data=None, json=None, params=None, files=None, **kwargs): + return self.request('POST', url=self._set_url(endpoint), data=data, json=json, files=files, params=params, + **self._set_request_timeout(kwargs)) + + def get(self, endpoint, **kwargs): + kwargs.setdefault('allow_redirects', True) + return self.request('GET', url=self._set_url(endpoint), **self._set_request_timeout(kwargs)) + + def put(self, endpoint, data=None, **kwargs): + return self.request('PUT', url=self._set_url(endpoint), data=data, **self._set_request_timeout(kwargs)) + + def delete(self, endpoint, **kwargs): + return self.request('DELETE', url=self._set_url(endpoint), **self._set_request_timeout(kwargs)) + + @property + def url(self): + return self._url + + @property + def _url(self): + if self.version: + return f"{self.base_url}/{self.version}" + else: + return self.base_url + + def generate_endpoint(self, endpoint): + if self.version: + return f"{endpoint}/{self.version}" + else: + return endpoint + + def _set_request_timeout(self, kwargs): + kwargs.setdefault('timeout', self.timeout) + return kwargs + + def _set_url(self, endpoint): + return f"{self._url}/{endpoint}" + + def remote( + self, method, endpoint, dest_node_id, body, is_local=False, extra_params=None, + headers=None + ): + + if not self.route_table: + raise Exception(f'Route table is null') + if not headers: + headers = {} + headers.update( + BFIAHeadersSpec( + x_ptp_target_node_id=dest_node_id, + x_ptp_from_node_id=self.node_id, + x_ptp_provider_code=self.provider, + x_ptp_uri=endpoint + ).dict() + ) + kwargs = { + 'method': method, + 'endpoint': endpoint, + 'json_body': body, + "headers": headers + } + + if extra_params: + kwargs.update(extra_params) + + if is_local: + return self.remote_on_http(**kwargs) + + elif dest_node_id in self.route_table: + kwargs.update({ + "host": self.route_table[dest_node_id]["host"], + "port": self.route_table[dest_node_id]["port"], + }) + return self.remote_on_http(**kwargs) + + else: + raise Exception(f'No found node id {dest_node_id} in route table: {self.route_table}') + + def remote_on_http(self, method, endpoint, host=None, port=None, try_times=3, timeout=10, json_body=None, + headers=None, **kwargs): + if host and port: + url = f"http://{host}:{port}{endpoint}" + else: + url = f"{self.base_url}{endpoint}" + for t in range(try_times): + try: + response = requests.request(method=method, url=url, timeout=timeout, json=json_body, headers=headers) + response.raise_for_status() + except Exception as e: + if t >= try_times - 1: + raise e + else: + try: + return response.json() + except: + raise Exception(response.text) + + +class BaseAPI: + def __init__(self, client: APIClient, callback=None): + self.client = client + self.callback = callback + + def federated_command( + self, dest_node_id, endpoint, body, federated_response, method='POST', only_scheduler=False, + extra_params=None + ): + try: + headers = {} + response = self.client.remote( + method=method, + endpoint=endpoint, + dest_node_id=dest_node_id, + body=body if body else {}, + extra_params=extra_params, + is_local=self.is_local(node_id=dest_node_id), + headers=headers + ) + if only_scheduler: + return response + except Exception as e: + response = { + "code": FEDERATED_ERROR, + "message": "Federated schedule error, {}".format(e) + } + if only_scheduler: + return response + federated_response[dest_node_id] = response + + @staticmethod + def is_local(node_id): + return node_id == "0" + + def job_command(self, node_list, endpoint, command_body=None, parallel=False, method="POST"): + federated_response = {} + threads = [] + if not command_body: + command_body = {} + for node_id in node_list: + federated_response[node_id] = {} + kwargs = { + "dest_node_id": node_id, + "endpoint": endpoint, + "body": command_body, + "federated_response": federated_response, + "method": method + } + if parallel: + t = threading.Thread(target=self.federated_command, kwargs=kwargs) + threads.append(t) + t.start() + else: + self.federated_command(**kwargs) + for thread in threads: + thread.join() + return federated_response + + + def scheduler_command(self, endpoint, node_id, command_body=None, method='POST'): + try: + federated_response = {} + response = self.federated_command( + method=method, + endpoint=endpoint, + dest_node_id=node_id, + body=command_body if command_body else {}, + federated_response=federated_response, + only_scheduler=True, + ) + except Exception as e: + response = { + "code": FEDERATED_ERROR, + "message": "Federated schedule error, {}".format(e) + } + return response diff --git a/python/ofx/api/models/bfia/scheduler.py b/python/ofx/api/models/bfia/scheduler.py new file mode 100644 index 000000000..5a41ddabc --- /dev/null +++ b/python/ofx/api/models/bfia/scheduler.py @@ -0,0 +1,49 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from .resource import BaseAPI + + +class Scheduler(BaseAPI): + def create_job(self, party_id, command_body): + return self.scheduler_command( + endpoint="/v1/interconn/schedule/job/create_all", + node_id=party_id, + command_body=command_body + ) + + def audit_confirm(self, party_id, command_body): + return self.scheduler_command( + endpoint="/v1/interconn/schedule/job/audit_confirm", + node_id=party_id, + command_body=command_body + ) + + def stop_job(self, party_id, command_body): + return self.scheduler_command( + endpoint="/v1/interconn/schedule/job/stop_all", + node_id=party_id, + command_body=command_body + ) + + def report_task(self, party_id, command_body): + return self.scheduler_command( + endpoint="/v1/interconn/schedule/task/callback", + node_id=party_id, + command_body=command_body + ) + + + + diff --git a/python/ofx/api/models/bfia/worker.py b/python/ofx/api/models/bfia/worker.py new file mode 100644 index 000000000..fbd380686 --- /dev/null +++ b/python/ofx/api/models/bfia/worker.py @@ -0,0 +1,110 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from .resource import BaseAPI + + +class Worker(BaseAPI): + def report_task_status(self, status, execution_id, error=""): + if not error: + error = "" + endpoint = '/worker/task/status' + return self.client.post(endpoint=endpoint, json={ + "status": status, + "execution_id": execution_id, + "error": error + }) + + def query_task_status(self, execution_id): + endpoint = '/worker/task/status' + return self.client.get(endpoint=endpoint, json={ + "execution_id": execution_id, + }) + + def save_model(self, model_id, model_version, execution_id, output_key, type_name, fp): + files = {"file": fp} + return self.client.send_file( + endpoint="/worker/model/save", + files=files, + data={ + "model_id": model_id, + "model_version": model_version, + "execution_id": execution_id, + "output_key": output_key, + "type_name": type_name + }) + + def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace, name, overview, source, data_type, + index, partitions=None): + return self.client.post( + endpoint="/worker/data/tracking/save", + json={ + "execution_id": execution_id, + "output_key": output_key, + "meta_data": meta_data, + "uri": uri, + "namespace": namespace, + "name": name, + "overview": overview, + "source": source, + "data_type": data_type, + "index": index, + "partitions": partitions + }) + + def query_data_meta(self, job_id=None, role=None, party_id=None, task_name=None, output_key=None, namespace=None, + name=None): + # [job_id, role, party_id, task_name, output_key] or [name, namespace] + if namespace and name: + params = { + "namespace": namespace, + "name": name + } + else: + params = { + "job_id": job_id, + "role": role, + "party_id": party_id, + "task_name": task_name, + "output_key": output_key + } + return self.client.get( + endpoint="/worker/data/tracking/query", + params=params + ) + + def download_model(self, model_id, model_version, task_name, output_key, role, party_id): + return self.client.get( + endpoint="/worker/model/download", + params={ + "model_id": model_id, + "model_version": model_version, + "task_name": task_name, + "output_key": output_key, + "role": role, + "party_id": party_id + } + ) + + def save_metric(self, execution_id, data): + return self.client.post( + endpoint="/worker/metric/save", + json={ + "execution_id": execution_id, + "data": data + }) + + def get_metric_save_url(self, execution_id): + endpoint = f"/worker/metric/save/{execution_id}" + return f"{self.client.url}{endpoint}" diff --git a/python/ofx/api/models/fate_flow/__init__.py b/python/ofx/api/models/fate_flow/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/ofx/api/models/fate_flow/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/ofx/api/models/fate_flow/federated.py b/python/ofx/api/models/fate_flow/federated.py new file mode 100644 index 000000000..d5f5dc356 --- /dev/null +++ b/python/ofx/api/models/fate_flow/federated.py @@ -0,0 +1,66 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from .resource import BaseAPI + + +class Federated(BaseAPI): + def create_job(self, job_id, roles, initiator_party_id, command_body): + return self.job_command(job_id=job_id, roles=roles, command="create", command_body=command_body, + initiator_party_id=initiator_party_id, parallel=False) + + def stop_job(self, job_id, roles): + return self.job_command(job_id=job_id, roles=roles, command="stop") + + def sync_job_status(self, job_id, roles, command_body=None): + return self.job_command(job_id=job_id, roles=roles, command=f"status/update", command_body=command_body) + + def resource_for_job(self, job_id, roles, operation_type): + return self.job_command(job_id=job_id, roles=roles, command=f"resource/{operation_type}") + + def start_job(self, job_id, roles, command_body=None): + return self.job_command(job_id=job_id, roles=roles, command="start", command_body=command_body) + + def update_job(self, job_id, roles, command_body=None): + return self.job_command(job_id=job_id, roles=roles, command="update", command_body=command_body) + + def save_pipelined_model(self, job_id, roles): + return self.job_command(job_id=job_id, roles=roles, command="pipeline/save") + + def clean_job(self, job_id, roles, command_body=None): + return self.job_command(job_id=job_id, roles=roles, command="clean", command_body=command_body) + + def resource_for_task(self, tasks, operation_type): + return self.task_command(tasks=tasks, command=f"resource/{operation_type}") + + def create_task(self, tasks, command_body=None): + return self.task_command(tasks=tasks, command="create", command_body=command_body) + + def start_task(self, tasks): + return self.task_command(tasks=tasks, command="start") + + def rerun_task(self, tasks, task_version): + return self.task_command(tasks=tasks, command="rerun", command_body={"new_version": task_version}) + + def collect_task(self, tasks): + return self.task_command(tasks=tasks, command="collect") + + def sync_task_status(self, tasks, command_body=None): + return self.task_command(tasks=tasks, command=f"status/update", command_body=command_body) + + def stop_task(self, tasks, command_body=None): + return self.task_command(tasks=tasks, command="stop", command_body=command_body) + + def clean_task(self, tasks, content_type): + return self.task_command(tasks=tasks, command="clean/{}".format(content_type)) diff --git a/python/ofx/api/models/fate_flow/resource.py b/python/ofx/api/models/fate_flow/resource.py new file mode 100644 index 000000000..34694c8d5 --- /dev/null +++ b/python/ofx/api/models/fate_flow/resource.py @@ -0,0 +1,339 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import threading + +import json +import requests + +from ...utils.grpc_utils import wrap_osx_grpc_packet, wrap_proxy_grpc_packet +from ...utils.grpc_utils import gen_routing_metadata, get_osx_channel, get_proxy_channel + +FEDERATED_ERROR = 104 + + +class APIClient(requests.Session): + def __init__(self, host="127.0.0.1", port=9380, protocol="http", api_version=None, timeout=60, + remote_protocol="http", remote_host=None, remote_port=None, grpc_channel="default", + provider: str = "FATE", route_table=None): + super().__init__() + self.host = host + self.port = port + self.protocol = protocol + self.timeout = timeout + self.api_version = api_version + self.remote_protocol = remote_protocol + self.remote_host = remote_host + self.remote_port = remote_port + self.grpc_channel = grpc_channel + self.provider = provider + self.route_table = route_table + + @property + def base_url(self): + return f'{self.protocol}://{self.host}:{self.port}' + + @property + def version(self): + if self.api_version: + return self.api_version + return None + + def post(self, endpoint, data=None, json=None, **kwargs): + return self.request('POST', url=self._set_url(endpoint), data=data, json=json, + **self._set_request_timeout(kwargs)) + + def send_file(self, endpoint, data=None, json=None, params=None, files=None, **kwargs): + return self.request('POST', url=self._set_url(endpoint), data=data, json=json, files=files, params=params, + **self._set_request_timeout(kwargs)) + + def get(self, endpoint, **kwargs): + kwargs.setdefault('allow_redirects', True) + return self.request('GET', url=self._set_url(endpoint), **self._set_request_timeout(kwargs)) + + def put(self, endpoint, data=None, **kwargs): + return self.request('PUT', url=self._set_url(endpoint), data=data, **self._set_request_timeout(kwargs)) + + def delete(self, endpoint, **kwargs): + return self.request('DELETE', url=self._set_url(endpoint), **self._set_request_timeout(kwargs)) + + @property + def url(self): + return self._url + + @property + def _url(self): + if self.version: + return f"{self.base_url}/{self.version}" + else: + return self.base_url + + def generate_endpoint(self, endpoint): + if self.version: + return f"{endpoint}/{self.version}" + else: + return endpoint + + def _set_request_timeout(self, kwargs): + kwargs.setdefault('timeout', self.timeout) + return kwargs + + def _set_url(self, endpoint): + return f"{self._url}/{endpoint}" + + def remote(self, job_id, method, endpoint, src_party_id, dest_party_id, src_role, json_body, is_local=False, + extra_params=None, headers=None): + if not headers: + headers = {} + if self.version: + endpoint = f"/{self.version}{endpoint}" + kwargs = { + 'job_id': job_id, + 'method': method, + 'endpoint': endpoint, + 'src_party_id': src_party_id, + 'dest_party_id': dest_party_id, + 'src_role': src_role, + 'json_body': json_body, + "headers": headers + } + if extra_params: + kwargs.update(extra_params) + if not self.remote_host and not self.remote_port and self.remote_protocol == "grpc": + raise Exception( + f'{self.remote_protocol} coordination communication protocol need remote host and remote port.') + kwargs.update({ + "source_host": self.host, + "source_port": self.port, + }) + if is_local: + return self.remote_on_http(**kwargs) + if self.remote_host and self.remote_port: + kwargs.update({ + "host": self.remote_host, + "port": self.remote_port, + }) + if self.remote_protocol == "http": + return self.remote_on_http(**kwargs) + if self.remote_protocol == "grpc": + return self.remote_on_grpc_proxy(**kwargs) + else: + raise Exception(f'{self.remote_protocol} coordination communication protocol is not supported.') + else: + return self.remote_on_http(**kwargs) + + def remote_on_http(self, method, endpoint, host=None, port=None, try_times=3, timeout=10, + json_body=None, dest_party_id=None, service_name="fateflow", headers=None, **kwargs): + headers.update({ + "dest-party-id": dest_party_id, + "service": service_name + }) + if host and port: + url = f"{self.remote_protocol}://{host}:{port}{endpoint}" + else: + url = f"{self.base_url}{endpoint}" + for t in range(try_times): + try: + response = requests.request(method=method, url=url, timeout=timeout, json=json_body, headers=headers) + response.raise_for_status() + except Exception as e: + if t >= try_times - 1: + raise e + else: + try: + return response.json() + except: + raise Exception(response.text) + + @staticmethod + def remote_on_grpc_proxy(job_id, method, host, port, endpoint, src_party_id, dest_party_id, json_body, + try_times=3, timeout=10, headers=None, source_host=None, source_port=None, **kwargs): + _packet = wrap_proxy_grpc_packet( + json_body=json_body, http_method=method, url=endpoint, + src_party_id=src_party_id, dst_party_id=dest_party_id, + job_id=job_id, headers=headers, overall_timeout=timeout, + source_host=source_host, source_port=source_port + ) + _routing_metadata = gen_routing_metadata( + src_party_id=src_party_id, dest_party_id=dest_party_id, + ) + for t in range(try_times): + channel, stub = get_proxy_channel(host, port) + + try: + _return, _call = stub.unaryCall.with_call( + _packet, metadata=_routing_metadata, + timeout=timeout or None, + ) + except Exception as e: + if t >= try_times - 1: + raise e + else: + try: + return json.loads(bytes.decode(_return.body.value)) + except Exception: + raise RuntimeError(f"{_return}, {_call}") + finally: + channel.close() + + @staticmethod + def remote_on_grpc_osx(job_id, method, host, port, endpoint, src_party_id, dest_party_id, json_body, + try_times=3, timeout=10, headers=None, source_host=None, source_port=None, **kwargs): + _packet = wrap_osx_grpc_packet( + json_body=json_body, http_method=method, url=endpoint, + src_party_id=src_party_id, dst_party_id=dest_party_id, + job_id=job_id, headers=headers, overall_timeout=timeout, + source_host=source_host, source_port=source_port, **kwargs + ) + _routing_metadata = gen_routing_metadata( + src_party_id=src_party_id, dest_party_id=dest_party_id, + ) + for t in range(try_times): + channel, stub = get_osx_channel(host, port) + try: + _return, _call = stub.invoke.with_call( + _packet, metadata=_routing_metadata, + timeout=timeout or None, + ) + except Exception as e: + if t >= try_times - 1: + raise Exception(str(e)) + else: + try: + return json.loads(bytes.decode(_return.payload)) + except Exception: + raise RuntimeError(f"{_return}, {_call}") + finally: + channel.close() + + +class BaseAPI: + def __init__(self, client: APIClient, callback=None): + self.client = client + self.callback = callback + + def federated_command(self, job_id, src_role, src_party_id, dest_role, dest_party_id, endpoint, body, + federated_response, method='POST', only_scheduler=False, extra_params=None, + initiator_party_id=""): + try: + headers = {} + if self.callback: + result = self.callback(dest_party_id, body, initiator_party_id=initiator_party_id) + if result.code == 0: + headers = result.signature if result.signature else {} + else: + raise Exception(result.code, result.message) + headers.update({"initiator_party_id": initiator_party_id}) + response = self.client.remote(job_id=job_id, + method=method, + endpoint=endpoint, + src_role=src_role, + src_party_id=src_party_id, + dest_party_id=dest_party_id, + json_body=body if body else {}, + extra_params=extra_params, + is_local=self.is_local(party_id=dest_party_id), + headers=headers) + if only_scheduler: + return response + except Exception as e: + response = { + "code": FEDERATED_ERROR, + "message": "Federated schedule error, {}".format(e) + } + if only_scheduler: + return response + federated_response[dest_role][dest_party_id] = response + + @staticmethod + def is_local(party_id): + return party_id == "0" + + def job_command(self, job_id, roles, command, command_body=None, parallel=False, initiator_party_id=""): + federated_response = {} + api_type = "partner/job" + threads = [] + if not command_body: + command_body = {} + for party in roles: + dest_role = party.get("role") + dest_party_ids = party.get("party_id") + federated_response[dest_role] = {} + for dest_party_id in dest_party_ids: + endpoint = f"/{api_type}/{command}" + command_body["role"] = dest_role + command_body["party_id"] = dest_party_id + command_body["job_id"] = job_id + args = (job_id, "", "", dest_role, dest_party_id, endpoint, command_body, federated_response) + kwargs = {"initiator_party_id": initiator_party_id} + if parallel: + t = threading.Thread(target=self.federated_command, args=args, kwargs=kwargs) + threads.append(t) + t.start() + else: + self.federated_command(*args, initiator_party_id=initiator_party_id) + for thread in threads: + thread.join() + return federated_response + + def task_command(self, tasks, command, command_body=None, parallel=False): + federated_response = {} + threads = [] + if not command_body: + command_body = {} + for task in tasks: + command_body.update({ + "job_id": task["job_id"], + "role": task["role"], + "party_id": task["party_id"], + "task_id": task["task_id"], + "task_version": task["task_version"] + }) + dest_role, dest_party_id = task["role"], task["party_id"] + federated_response[dest_role] = federated_response.get(dest_role, {}) + endpoint = f"/partner/task/{command}" + args = (task['job_id'], task['role'], task['party_id'], dest_role, dest_party_id, endpoint, command_body, + federated_response) + if parallel: + t = threading.Thread(target=self.federated_command, args=args) + threads.append(t) + t.start() + else: + self.federated_command(*args) + for thread in threads: + thread.join() + return federated_response + + def scheduler_command(self, command, party_id, command_body=None, method='POST', initiator_party_id=""): + try: + federated_response = {} + endpoint = f"/scheduler/{command}" + response = self.federated_command(job_id="", + method=method, + endpoint=endpoint, + src_role="", + src_party_id="", + dest_role="", + dest_party_id=party_id, + body=command_body if command_body else {}, + federated_response=federated_response, + only_scheduler=True, + initiator_party_id=initiator_party_id + ) + except Exception as e: + response = { + "code": FEDERATED_ERROR, + "message": "Federated schedule error, {}".format(e) + } + return response diff --git a/python/ofx/api/models/fate_flow/scheduler.py b/python/ofx/api/models/fate_flow/scheduler.py new file mode 100644 index 000000000..0547c98b1 --- /dev/null +++ b/python/ofx/api/models/fate_flow/scheduler.py @@ -0,0 +1,42 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from .resource import BaseAPI + + +class Scheduler(BaseAPI): + def create_job(self, party_id, initiator_party_id, command_body): + return self.scheduler_command(command="job/create", + party_id=party_id, + initiator_party_id=initiator_party_id, + command_body=command_body + ) + + def stop_job(self, party_id, command_body): + return self.scheduler_command(command="job/stop", + party_id=party_id, + command_body=command_body + ) + + def rerun_job(self, party_id, command_body): + return self.scheduler_command(command="job/rerun", + party_id=party_id, + command_body=command_body + ) + + def report_task(self, party_id, command_body): + return self.scheduler_command(command="task/report", + party_id=party_id, + command_body=command_body + ) diff --git a/python/ofx/api/models/fate_flow/worker.py b/python/ofx/api/models/fate_flow/worker.py new file mode 100644 index 000000000..fbd380686 --- /dev/null +++ b/python/ofx/api/models/fate_flow/worker.py @@ -0,0 +1,110 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from .resource import BaseAPI + + +class Worker(BaseAPI): + def report_task_status(self, status, execution_id, error=""): + if not error: + error = "" + endpoint = '/worker/task/status' + return self.client.post(endpoint=endpoint, json={ + "status": status, + "execution_id": execution_id, + "error": error + }) + + def query_task_status(self, execution_id): + endpoint = '/worker/task/status' + return self.client.get(endpoint=endpoint, json={ + "execution_id": execution_id, + }) + + def save_model(self, model_id, model_version, execution_id, output_key, type_name, fp): + files = {"file": fp} + return self.client.send_file( + endpoint="/worker/model/save", + files=files, + data={ + "model_id": model_id, + "model_version": model_version, + "execution_id": execution_id, + "output_key": output_key, + "type_name": type_name + }) + + def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace, name, overview, source, data_type, + index, partitions=None): + return self.client.post( + endpoint="/worker/data/tracking/save", + json={ + "execution_id": execution_id, + "output_key": output_key, + "meta_data": meta_data, + "uri": uri, + "namespace": namespace, + "name": name, + "overview": overview, + "source": source, + "data_type": data_type, + "index": index, + "partitions": partitions + }) + + def query_data_meta(self, job_id=None, role=None, party_id=None, task_name=None, output_key=None, namespace=None, + name=None): + # [job_id, role, party_id, task_name, output_key] or [name, namespace] + if namespace and name: + params = { + "namespace": namespace, + "name": name + } + else: + params = { + "job_id": job_id, + "role": role, + "party_id": party_id, + "task_name": task_name, + "output_key": output_key + } + return self.client.get( + endpoint="/worker/data/tracking/query", + params=params + ) + + def download_model(self, model_id, model_version, task_name, output_key, role, party_id): + return self.client.get( + endpoint="/worker/model/download", + params={ + "model_id": model_id, + "model_version": model_version, + "task_name": task_name, + "output_key": output_key, + "role": role, + "party_id": party_id + } + ) + + def save_metric(self, execution_id, data): + return self.client.post( + endpoint="/worker/metric/save", + json={ + "execution_id": execution_id, + "data": data + }) + + def get_metric_save_url(self, execution_id): + endpoint = f"/worker/metric/save/{execution_id}" + return f"{self.client.url}{endpoint}" From 15aeae346218176daab0a768f22272fa58038a53 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 20 Oct 2023 14:39:21 +0800 Subject: [PATCH 323/482] update adapter Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/adapter/__init__.py | 43 +- .../adapter/bfia/conf/route_table.yaml | 6 + .../adapter/bfia/examples/job/components.json | 670 ++++++++++++++++++ .../adapter/bfia/examples/test/test_job.py | 33 + .../adapter/bfia/examples/test/test_task.py | 22 + .../fate_flow/adapter/bfia/runtime_config.py | 37 + .../adapter/bfia/scheduler/scheduler.py | 473 +++++++++++++ python/fate_flow/adapter/bfia/settings.py | 0 .../adapter/bfia/translator/__init__.py | 15 + .../adapter/bfia/translator/component_spec.py | 30 + .../adapter/bfia/translator/dsl_translator.py | 435 ++++++++++++ .../bfia/translator/test/test_translation.py | 114 +++ .../fate_flow/adapter/bfia/utils/api_utils.py | 24 + .../adapter/bfia/utils/entity/__init__.py | 0 .../adapter/bfia/utils/entity/code.py | 3 + .../adapter/bfia/utils/entity/status.py | 58 ++ .../adapter/bfia/utils/spec/artifact.py | 22 + .../fate_flow/adapter/bfia/utils/spec/job.py | 73 ++ .../fate_flow/adapter/bfia/utils/spec/task.py | 40 ++ .../fate_flow/adapter/bfia/wheels/__init__.py | 0 .../adapter/bfia/wheels/federated.py | 62 ++ python/fate_flow/adapter/bfia/wheels/job.py | 198 ++++++ .../fate_flow/adapter/bfia/wheels/output.py | 19 + .../fate_flow/adapter/bfia/wheels/parser.py | 103 +++ python/fate_flow/adapter/bfia/wheels/saver.py | 30 + python/fate_flow/adapter/bfia/wheels/task.py | 174 +++++ 26 files changed, 2675 insertions(+), 9 deletions(-) create mode 100644 python/fate_flow/adapter/bfia/conf/route_table.yaml create mode 100644 python/fate_flow/adapter/bfia/examples/job/components.json create mode 100644 python/fate_flow/adapter/bfia/examples/test/test_job.py create mode 100644 python/fate_flow/adapter/bfia/examples/test/test_task.py create mode 100644 python/fate_flow/adapter/bfia/runtime_config.py create mode 100644 python/fate_flow/adapter/bfia/scheduler/scheduler.py create mode 100644 python/fate_flow/adapter/bfia/settings.py create mode 100644 python/fate_flow/adapter/bfia/translator/__init__.py create mode 100644 python/fate_flow/adapter/bfia/translator/component_spec.py create mode 100644 python/fate_flow/adapter/bfia/translator/dsl_translator.py create mode 100644 python/fate_flow/adapter/bfia/translator/test/test_translation.py create mode 100644 python/fate_flow/adapter/bfia/utils/api_utils.py create mode 100644 python/fate_flow/adapter/bfia/utils/entity/__init__.py create mode 100644 python/fate_flow/adapter/bfia/utils/entity/code.py create mode 100644 python/fate_flow/adapter/bfia/utils/entity/status.py create mode 100644 python/fate_flow/adapter/bfia/utils/spec/artifact.py create mode 100644 python/fate_flow/adapter/bfia/utils/spec/job.py create mode 100644 python/fate_flow/adapter/bfia/utils/spec/task.py create mode 100644 python/fate_flow/adapter/bfia/wheels/__init__.py create mode 100644 python/fate_flow/adapter/bfia/wheels/federated.py create mode 100644 python/fate_flow/adapter/bfia/wheels/job.py create mode 100644 python/fate_flow/adapter/bfia/wheels/output.py create mode 100644 python/fate_flow/adapter/bfia/wheels/parser.py create mode 100644 python/fate_flow/adapter/bfia/wheels/saver.py create mode 100644 python/fate_flow/adapter/bfia/wheels/task.py diff --git a/python/fate_flow/adapter/__init__.py b/python/fate_flow/adapter/__init__.py index 0c408db7c..e072de1e4 100644 --- a/python/fate_flow/adapter/__init__.py +++ b/python/fate_flow/adapter/__init__.py @@ -1,7 +1,11 @@ +import inspect import os from importlib import import_module from pathlib import Path +from fate_flow.scheduler import SchedulerABC +from fate_flow.utils.cron import Cron + def load_adapter_name(): return [ @@ -23,18 +27,37 @@ def get_module(page_path): return module_name -def load_adapter_db(): - """ - import the package to create a table. - """ +def load_adapter_module(module_name): + packages = [] for name in adapter_list: - path = Path(__file__).parent / name / "db" + path = Path(__file__).parent / name / module_name adapter_module = get_module(path) try: - import_module(".".join([adapter_module, "db"])) + packages.append(import_module(".".join([adapter_module, module_name]))) except Exception as e: - # 'db' is not an essential package. pass + return packages + + +def load_scheduler(): + packages = load_adapter_module("scheduler") + print(packages) + for package in packages: + members = inspect.getmembers(package) + class_list = [member[1] for member in members if inspect.isclass(member[1])] + print(class_list) + for _class in class_list: + if issubclass(_class, SchedulerABC): + # start scheduler + _class(interval=2 * 1000).start() + + elif issubclass(_class, Cron): + print(_class) + _class(interval=5 * 1000).start() + + +def load_db(): + load_adapter_module("db") def load_adapter_apps(register_page, search_pages_path): @@ -43,9 +66,11 @@ def load_adapter_apps(register_page, search_pages_path): path = Path(__file__).parent / name / "apps" version = getattr(import_module(get_app_module(path)), "__version__", None) before_request_func = getattr(import_module(get_app_module(path)), "before_request", None) - urls_dict[name] = [register_page(path, func=before_request_func, prefix=version) for path in search_pages_path(path)] + urls_dict[name] = [register_page(path, func=before_request_func, prefix=version) for path in + search_pages_path(path)] return urls_dict def init_adapter(): - load_adapter_db() + load_db() + load_scheduler() diff --git a/python/fate_flow/adapter/bfia/conf/route_table.yaml b/python/fate_flow/adapter/bfia/conf/route_table.yaml new file mode 100644 index 000000000..e3d186dee --- /dev/null +++ b/python/fate_flow/adapter/bfia/conf/route_table.yaml @@ -0,0 +1,6 @@ +JG0100001100000000: + host: 127.0.0.1 + port: 9380 +10000: + host: 127.0.0.1 + port: 9380 diff --git a/python/fate_flow/adapter/bfia/examples/job/components.json b/python/fate_flow/adapter/bfia/examples/job/components.json new file mode 100644 index 000000000..34a59febe --- /dev/null +++ b/python/fate_flow/adapter/bfia/examples/job/components.json @@ -0,0 +1,670 @@ +{ + "name": "unionpay", + "device": "docker", + "version": "2.0.0", + "metadata": { + "base_url": "", + "image": "federatedai/standalone_fate:2.0.0.beta" + }, + "protocol": "bfia", + "components_description": + { + "Intersection": { + "componentName": "Intersection", + "title": "对齐算法", + "provider": "unionpay", + "version": "2.0.0", + "description": "对齐算法", + "roleList": ["guest", "host"], + "desVersion": "1.3.0", + "storageEngine": ["s3","hdfs"], + "inputParam": [ + { + "name": "id", + "title": "id列", + "description": "id字段名", + "type": "string", + "optional": "true", + "defaultValue": "x1", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "intersect_method", + "title": "对齐方式", + "description": "对齐方式", + "type": "string", + "optional": "true", + "defaultValue": "raw", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "sync_intersect_ids", + "title": "同步对齐id", + "description": "同步对齐id", + "type": "boolean", + "optional": "true", + "bindingData": [ + { + "label": "是", + "value": "true" + }, + { + "label": "否", + "value": "false" + } + ], + "defaultValue": "true", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "only_output_key", + "title": "仅输出id", + "description": "仅输出id", + "type": "boolean", + "optional": "true", + "bindingData": [ + { + "label": "是", + "value": "true" + }, + { + "label": "否", + "value": "false" + } + ], + "defaultValue": "true", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "use_hash", + "title": "是否使用哈希", + "description": "是否使用哈希", + "type": "string", + "bindingData": [ + { + "label": "是", + "value": "true" + }, + { + "label": "否", + "value": "false" + } + ], + "optional": "true", + "defaultValue": "true", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "hash_method", + "title": "哈希方法", + "description": "哈希方法", + "type": "string", + "optional": "true", + "defaultValue": "sha256", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "salt", + "title": "salt", + "description": "salt", + "type": "string", + "optional": "true", + "defaultValue": "12345", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "base64", + "title": "选择base64", + "description": "是否选择base64方式", + "type": "string", + "bindingData": [ + { + "label": "是", + "value": "true" + }, + { + "label": "否", + "value": "false" + } + ], + "optional": "true", + "defaultValue": "true", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "join_role", + "title": "参与角色", + "description": "参与角色", + "type": "string", + "optional": "true", + "defaultValue": "host", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [{ + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv","yaml"] + }], + "outputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv"] + }, + { + "name": "train-intersection", + "description": "对齐数", + "category": "metric", + "dataFormat": ["csv"] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] +}, + "HeteroLR": { + "componentName": "HeteroLR", + "title": "纵向逻辑回归算法", + "provider": "unionpay", + "version": "2.0.0", + "description": "纵向逻辑回归算法", + "roleList": ["guest", "host", "arbiter"], + "desVersion": "1.2.0", + "storageEngine": ["s3","hdfs"], + "inputParam": [ + { + "name": "id", + "title": "id列", + "description": "id字段名", + "type": "string", + "optional": "true", + "defaultValue": "x1", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "label", + "title": "标签", + "description": "label字段名", + "type": "string", + "optional": "true", + "defaultValue": "y", + "validator": "regular-正则项", + "dependsOn": [], + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "penalty", + "title": "正则项", + "description": "正则项", + "type": "string", + "bindingData": [ + { + "label": "L1正则", + "value": "L1" + }, + { + "label": "L2正则", + "value": "L2" + } + ], + "optional": "true", + "defaultValue": "L2", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "tol", + "title": "最小损失值", + "description": "最小损失值", + "type": "float", + "optional": "true", + "defaultValue": "0.0001", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "alpha", + "title": "惩罚因子", + "description": "惩罚因子", + "type": "float", + "optional": "true", + "defaultValue": "0.01", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "optimizer", + "title": "优化方法", + "description": "优化方法", + "type": "string", + "bindingData": [ + { + "label": "rmsprop", + "value": "rmsprop" + }, + { + "label": "sgd", + "value": "sgd" + }, + { + "label": "adam", + "value": "adam" + }, + { + "label": "sqn", + "value": "sqn" + }, + { + "label": "adagrad", + "value": "adagrad" + } + ], + "optional": "true", + "defaultValue": "rmsprop", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "batch_size", + "title": "批量梯度下降样本量", + "description": "每轮迭代抽取数据计算梯度的size", + "type": "integer", + "bindingData": [ + { + "label": "all", + "value": "all" + }, + { + "label": "2048", + "value": "2048" + }, + { + "label": "4096", + "value": "4096" + }, + { + "label": "8192", + "value": "8192" + } + ], + "optional": "true", + "defaultValue": "2048", + "validator": "(0,1000)", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "learning_rate", + "title": "学习率", + "description": "学习率", + "type": "float", + "optional": "true", + "defaultValue": "0.15", + "validator": "regular-正则项", + "dependsOn": ["optimizer.sgd", "optimizer.adam"], + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "init_param", + "title": "初始化方式", + "description": "初始化方式", + "type": "string", + "optional": "true", + "defaultValue": "zeros", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "max_iter", + "title": "迭代次数", + "description": "迭代次数", + "type": "integer", + "optional": "true", + "defaultValue": "30", + "validator": "(0,1000)", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "early_stop", + "title": "早停策略", + "description": "早停策略", + "type": "string", + "bindingData": [ + { + "label": "weight_diff", + "value": "weight_diff" + }, + { + "label": "diff", + "value": "diff" + } + ], + "optional": "true", + "defaultValue": "weight_diff", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + } + ], + "inputData": [{ + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv","yaml"] + }], + "outputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv","yaml"] + }, + { + "name": "model", + "description": "模型文件", + "category": "model", + "dataFormat": ["pmml"] + }, + { + "name": "train-loss", + "description": "loss值", + "category": "metric", + "dataFormat": ["csv","zip"] + } + ], + "result": [{ + "resultCode": "4444", + "resultMessage": "算法执行失败" + }] +}, + "HeteroSecureBoost":{ + "componentName": "HeteroSecureBoost", + "title": "XGBoost算法", + "provider": "unionpay", + "version": "2.0.0", + "description": "XGBoost算法", + "roleList": ["guest", "host"], + "desVersion": "1.3.0", + "storageEngine": ["s3","hdfs"], + "inputParam": [ + { + "name": "objective_param", + "title": "目标参数", + "description": "目标参数", + "type": "string", + "optional": "true", + "bindingData": [ + { + "label": "cross_entropy", + "value": "cross_entropy" + } + ], + "defaultValue": "cross_entropy", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "learning_rate", + "title": "学习率", + "description": "学习率", + "type": "float", + "optional": "true", + "defaultValue": "0.15", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "num_trees", + "title": "树个数", + "description": "树个数", + "type": "integer", + "optional": "true", + "defaultValue": "5", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "subsample_feature_rate", + "title": "子样本率", + "description": "子样本率", + "type": "integer", + "optional": "true", + "defaultValue": "1", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "n_iter_no_change", + "title": "n轮无变化", + "description": "n轮无变化", + "type": "boolean", + "optional": "true", + "bindingData": [ + { + "label": "是", + "value": "true" + }, + { + "label": "否", + "value": "false" + } + ], + "defaultValue": "true", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "tol", + "title": "停止容忍度", + "description": "停止容忍度", + "type": "float", + "optional": "true", + "defaultValue": "0.0001", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "bin_num", + "title": "分位数", + "description": "分位数", + "type": "integer", + "optional": "true", + "defaultValue": "32", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "predict_param", + "title": "预测参数", + "description": "预测参数", + "type": "string", + "optional": "true", + "defaultValue": "{\"threshold\": 0.5}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "cv_param", + "title": "cv参数", + "description": "cv参数", + "type": "string", + "optional": "true", + "defaultValue": "{\"n_splits\": 5, \"shuffle\": false, \"random_seed\": 103, \"need_cv\": false}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "metrics", + "title": "计算指标", + "description": "计算指标", + "type": "string", + "optional": "true", + "defaultValue": "[\"auc\", \"ks\"]", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "early_stop", + "title": "早停策略", + "description": "早停策略", + "type": "string", + "optional": "true", + "bindingData": [ + { + "label": "weight_diff", + "value": "weight_diff" + }, + { + "label": "diff", + "value": "diff" + } + ], + "defaultValue": "weight_diff", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "tree_param", + "title": "树参数", + "description": "树参数", + "type": "string", + "optional": "true", + "defaultValue": "{\"max_depth\": 3}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [{ + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv"] + }], + "outputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv"] + }, + { + "name": "model", + "description": "模型文件", + "category": "model", + "dataFormat": ["csv"] + }, + { + "name": "train-loss", + "description": "loss值", + "category": "metric", + "dataFormat": ["csv"] + }, + { + "name": "train-auc", + "description": "auc ks值", + "category": "metric", + "dataFormat": ["csv"] + }, + { + "name": "train-ks", + "description": "ks曲线值", + "category": "metric", + "dataFormat": ["csv"] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] +} + } + +} \ No newline at end of file diff --git a/python/fate_flow/adapter/bfia/examples/test/test_job.py b/python/fate_flow/adapter/bfia/examples/test/test_job.py new file mode 100644 index 000000000..12b2d5a31 --- /dev/null +++ b/python/fate_flow/adapter/bfia/examples/test/test_job.py @@ -0,0 +1,33 @@ +import json + +import requests + +base_url = "http://127.0.0.1:9380" + + +def register_components(): + uri = "/v2/provider/register" + config_path = "../job/components.json" + body = json.load(open(config_path, "r")) + resp = requests.post(base_url+uri, json=body) + print(resp.text) + + +register_components() + + +def submit_job(): + uri = "/v1/platform/schedule/job/create_all" + config_path = "../job/submit.json" + body = json.load(open(config_path, "r")) + resp = requests.post(base_url+uri, json=body) + print(resp.text) + + +def start_job(job_id): + uri = "/v1/interconn/schedule/job/start" + resp = requests.post(base_url+uri, json={"job_id": job_id}) + print(resp.text) + + +submit_job() diff --git a/python/fate_flow/adapter/bfia/examples/test/test_task.py b/python/fate_flow/adapter/bfia/examples/test/test_task.py new file mode 100644 index 000000000..465a57315 --- /dev/null +++ b/python/fate_flow/adapter/bfia/examples/test/test_task.py @@ -0,0 +1,22 @@ +import json + +import requests + +base_url = "http://127.0.0.1:9380" + + +def start_task(job_id, task_id, task_name): + uri = "/v1/interconn/schedule/task/start" + resp = requests.post(base_url+uri, json={"job_id": job_id, "task_id": task_id, "task_name": task_name}) + print(resp.text) + + +def stop_job(job_id): + uri = "/v1/platform/schedule/job/stop_all" + resp = requests.post(base_url+uri, json={"job_id": job_id}) + print(resp.text) + + +# submit_job() +# start_task("202310161542273925260", "202310161422165657200_wzh3", "intersect_rsa_1") +# stop_job("202310161542273925260") diff --git a/python/fate_flow/adapter/bfia/runtime_config.py b/python/fate_flow/adapter/bfia/runtime_config.py new file mode 100644 index 000000000..b8f7121a2 --- /dev/null +++ b/python/fate_flow/adapter/bfia/runtime_config.py @@ -0,0 +1,37 @@ +import os.path + +from fate_flow.runtime.system_settings import HOST, HTTP_PORT, PARTY_ID +from fate_flow.settings import HTTP_REQUEST_TIMEOUT +from fate_flow.utils.file_utils import load_yaml_conf +from ofx.api.client import BfiaSchedulerApi + + +class BfiaRuntimeConfig(object): + ROUTE_TABLE: dict = {} + SCHEDULE_CLIENT: BfiaSchedulerApi = None + + @classmethod + def load_route_table_from_file(cls): + name = "route_table.yaml" + route_table_path = os.path.join(os.path.dirname(__file__), "conf", name) + cls.ROUTE_TABLE.update(load_yaml_conf(route_table_path)) + + @classmethod + def set_schedule_client(cls, schedule_client): + cls.SCHEDULE_CLIENT = schedule_client + + @classmethod + def init(cls): + # init route table + cls.load_route_table_from_file() + + # init schedule client + cls.set_schedule_client( + BfiaSchedulerApi( + host=HOST, + port=HTTP_PORT, + timeout=HTTP_REQUEST_TIMEOUT, + route_table=cls.ROUTE_TABLE, + self_node_id=PARTY_ID + ) + ) diff --git a/python/fate_flow/adapter/bfia/scheduler/scheduler.py b/python/fate_flow/adapter/bfia/scheduler/scheduler.py new file mode 100644 index 000000000..70ef984a8 --- /dev/null +++ b/python/fate_flow/adapter/bfia/scheduler/scheduler.py @@ -0,0 +1,473 @@ +from fate_flow.adapter.bfia.utils.entity.code import ReturnCode +from fate_flow.adapter.bfia.utils.entity.status import StatusSet, TaskStatus, JobStatus, InterruptStatus, EndStatus +from fate_flow.adapter.bfia.wheels.federated import BfiaFederatedScheduler +from fate_flow.adapter.bfia.wheels.job import BfiaJobController +from fate_flow.adapter.bfia.utils.spec.job import DagSchemaSpec +from fate_flow.adapter.bfia.wheels.parser import get_dag_parser, translate_bfia_dag_to_dag +from fate_flow.adapter.bfia.wheels.saver import BfiaScheduleJobSaver +from fate_flow.adapter.bfia.wheels.task import BfiaTaskController +from fate_flow.db import ScheduleJob, ScheduleTask, ScheduleTaskStatus +from fate_flow.entity.code import SchedulingStatusCode +from fate_flow.entity.types import PROTOCOL, FederatedCommunicationType +from fate_flow.scheduler import SchedulerABC +from fate_flow.utils import job_utils +from fate_flow.utils.log_utils import schedule_logger, exception_to_trace_string + + +class BfiaScheduler(SchedulerABC): + def run_do(self): + logger = schedule_logger(name="bfia_scheduler") + logger.info("start schedule bfia job") + jobs = BfiaScheduleJobSaver.query_job( + status=JobStatus.READY, + order_by=["priority", "create_time"], + reverse=[True, False] + ) + logger.info(f"have {len(jobs)} ready jobs") + if len(jobs): + job = jobs[0] + logger.info(f"schedule ready job {job.f_job_id}") + try: + self.schedule_ready_jobs(job) + except Exception as e: + schedule_logger(job.f_job_id).exception(e) + schedule_logger().info("schedule ready jobs finished") + + # running + schedule_logger().info("start schedule running jobs") + jobs = BfiaScheduleJobSaver.query_job(status=JobStatus.RUNNING, order_by="create_time", reverse=False) + schedule_logger().info(f"have {len(jobs)} running jobs") + for job in jobs: + schedule_logger().info(f"schedule running job {job.f_job_id}") + try: + self.schedule_running_job(job=job) + except Exception as e: + schedule_logger(job.f_job_id).exception(e) + schedule_logger(job.f_job_id).error("schedule job failed") + schedule_logger().info("schedule running jobs finished") + + @classmethod + def schedule_ready_jobs(cls, job: ScheduleJob): + job_id = job.f_job_id + schedule_logger(job_id).info(f"start job {job_id}") + response = BfiaFederatedScheduler.start_job(job_id=job_id, node_list=job.f_parties) + schedule_logger(job_id).info(f"start job {job_id} response: {response}") + BfiaScheduleJobSaver.update_job_status(job_info={"job_id": job_id, "status": StatusSet.RUNNING}) + + def schedule_running_job(self, job: ScheduleJob): + schedule_logger(job.f_job_id).info("scheduling running job") + task_scheduling_status_code, tasks = BfiaTaskScheduler.schedule(job=job) + tasks_status = dict([(task.f_task_name, task.f_status) for task in tasks]) + schedule_logger(job_id=job.f_job_id).info(f"task_scheduling_status_code: {task_scheduling_status_code}, " + f"tasks_status: {tasks_status.values()}") + + new_job_status = self.calculate_job_status( + task_scheduling_status_code=task_scheduling_status_code, + tasks_status=tasks_status.values() + ) + + total, finished_count = self.calculate_job_progress(tasks_status=tasks_status) + new_progress = float(finished_count) / total * 100 + schedule_logger(job.f_job_id).info( + f"job status is {new_job_status}, calculate by task status list: {tasks_status}") + if new_job_status != job.f_status or new_progress != job.f_progress: + if int(new_progress) - job.f_progress > 0: + job.f_progress = new_progress + self.update_job_on_scheduler(schedule_job=job, update_fields=["progress"]) + if new_job_status != job.f_status: + job.f_status = new_job_status + self.update_job_on_scheduler(schedule_job=job, update_fields=["status"]) + if EndStatus.contains(job.f_status): + self.finish(job=job) + schedule_logger(job.f_job_id).info("finish scheduling running job") + + @staticmethod + def get_name(): + return PROTOCOL.BFIA + + @classmethod + def create_all_job(cls, dag, job_id=None): + dag_schema = DagSchemaSpec(**dag) + schedule_logger(job_id).info(f"[scheduler]start create all job, dag {dag}") + submit_result = { + "job_id": job_id, + "data": {} + } + try: + job = ScheduleJob() + job.f_job_id = job_id + job.f_parties = BfiaJobController.get_job_parties(dag_schema) + job.f_initiator_party_id = dag_schema.dag.config.initiator.node_id + job.f_scheduler_party_id = dag_schema.dag.config.initiator.node_id + job.f_dag = dag_schema.dict() + job.f_protocol = dag_schema.kind + job.f_status = StatusSet.READY + BfiaScheduleJobSaver.create_job(job.to_human_model_dict()) + body = dag_schema.dag.dict() + body.update({ + "job_id": job_id + }) + response = BfiaFederatedScheduler.create_job( + node_list=job.f_parties, command_body=body + ) + for node_id, resp in response.items(): + if resp.get("code") != ReturnCode.SUCCESS: + # stop + raise RuntimeError(response) + + job.f_status = StatusSet.READY + cls.create_schedule_tasks(job, dag_schema) + schedule_logger(job_id).info(f"[scheduler]submit job successfully, job id is {job.f_job_id}") + result = { + "code": ReturnCode.SUCCESS, + } + submit_result.update(result) + except Exception as e: + schedule_logger(job_id).exception(e) + submit_result["code"] = ReturnCode.FAILED + submit_result["msg"] = exception_to_trace_string(e) + return submit_result + + @classmethod + def stop_all_job(cls, job_id, task_name=None): + jobs = BfiaScheduleJobSaver.query_job(job_id=job_id) + schedule_logger(job_id).info(f"[scheduler]start to stop all job") + if jobs: + job = jobs[0] + body = { + "job_id": job_id + } + if task_name: + body.update({ + "task_name": task_name + }) + resp = BfiaFederatedScheduler.stop_job( + node_list=job.f_parties, command_body=body + ) + schedule_logger(job_id).info(f"[scheduler]stop job response: {resp}") + + # update scheduler status + BfiaScheduleJobSaver.update_job_status(dict( + job_id=job_id, + status=JobStatus.FINISHED + )) + + task_info = { + "job_id": job_id + } + if task_name: + task_info.update(dict(task_name=task_name)) + else: + task_info.update(dict(status=TaskStatus.RUNNING)) + tasks = BfiaScheduleJobSaver.query_task(**task_info) + + for task in tasks: + BfiaScheduleJobSaver.update_task_status( + task_info=dict( + role=task.f_role, + party_id=task.f_party_id, + job_id=job_id, + task_id=task.f_task_id, + task_version=task.f_task_version, + status=TaskStatus.FAILED) + ) + + BfiaScheduleJobSaver.update_task_status( + task_info=dict( + job_id=job_id, + task_id=task.f_task_id, + task_version=task.f_task_version, + status=TaskStatus.FAILED), + scheduler_status=True + ) + + else: + schedule_logger(job_id).exception(f"[scheduler]No found job {job_id}") + + @classmethod + def query_job_status(cls, job_id): + jobs = BfiaScheduleJobSaver.query_job(job_id=job_id) + if jobs: + job = jobs[0] + job_status = job.f_status + all_task_status = {} + tasks = BfiaScheduleJobSaver.query_task(scheduler_status=True, job_id=job_id) + for task in tasks: + all_task_status[task.f_task_name] = task.f_status + return { + "job_status": job_status, + "status": all_task_status + } + return {} + + @classmethod + def audit_confirm(cls, job_id, status): + return BfiaScheduleJobSaver.update_job_status(job_info={"job_id": job_id, "status": status}) + + @classmethod + def callback_task(cls, task_id, role, status, node_id): + task = BfiaScheduleJobSaver.query_task(task_id=task_id, party_id=node_id)[0] + status = BfiaScheduleJobSaver.update_task_status(task_info={ + "job_id": task.f_job_id, + # "role": role, + "party_id": node_id, + "task_id": task_id, + "task_version": 0, + "status": status + }) + return status + + @classmethod + def create_schedule_tasks(cls, job, dag_schema: DagSchemaSpec): + job_parser = get_dag_parser(dag_schema) + task_list = [task for task in job_parser.topological_sort()] + task_parties = {} + # get task parties + for name in task_list: + task_parties[name] = [] + for party in job.f_parties: + if job_parser.get_runtime_roles_on_party(task_name=name, party_id=party): + task_parties[name].append(party) + + # create schedule task + for name, parties in task_parties.items(): + for node_id in parties: + cls.create_task( + job.f_job_id, + node_id, + name, + job_parser, + parties=parties + ) + cls.create_scheduler_tasks_status(job.f_job_id, task_list, dag_schema) + + @classmethod + def create_task(cls, job_id, node_id, task_name, job_parser, parties, task_version=0): + task_id = job_utils.generate_task_id(job_id=job_id, component_name=task_name) + task_node = job_parser.get_task_node(task_name=task_name) + task_parser = job_parser.task_parser( + task_node=task_node, job_id=job_id, task_name=task_name, party_id=node_id, + task_id=task_id, task_version=task_version, parties=parties, + ) + task = ScheduleTask() + task.f_job_id = job_id + task.f_role = "" + task.f_party_id = node_id + task.f_task_name = task_name + task.f_component = task_parser.component_ref + task.f_task_id = task_id + task.f_task_version = task_version + task.f_status = TaskStatus.READY + task.f_parties = parties + BfiaScheduleJobSaver.create_task(task.to_human_model_dict()) + + @classmethod + def create_scheduler_tasks_status(cls, job_id, task_list, dag_schema: DagSchemaSpec, + task_version=0, auto_retries=0, task_name=None): + schedule_logger(job_id).info("start create schedule task status info") + if task_name: + task_list = [task_name] + for _task_name in task_list: + task = ScheduleTaskStatus() + task.f_job_id = job_id + task.f_task_name = _task_name + task.f_task_id = job_utils.generate_task_id(job_id=job_id, component_name=_task_name) + task.f_task_version = task_version + task.f_status = TaskStatus.READY + task.f_auto_retries = auto_retries + task.f_sync_type = dag_schema.dag.config.job_params.common.sync_type + status = BfiaScheduleJobSaver.create_task_scheduler_status(task.to_human_model_dict()) + schedule_logger(job_id).info(f"create schedule task {_task_name} status {status}") + + schedule_logger(job_id).info(f"create schedule task status success： {task_list}") + + @classmethod + def calculate_job_status(cls, task_scheduling_status_code, tasks_status): + tmp_status_set = set(tasks_status) + if len(tmp_status_set) == 1: + return tmp_status_set.pop() + else: + if TaskStatus.RUNNING in tmp_status_set: + return JobStatus.RUNNING + if TaskStatus.PENDING in tmp_status_set or TaskStatus.READY in tmp_status_set: + if task_scheduling_status_code == SchedulingStatusCode.HAVE_NEXT: + return JobStatus.RUNNING + for status in sorted(InterruptStatus.status_list(), key=lambda s: StatusSet.get_level(status=s), + reverse=True): + if status in tmp_status_set: + return status + raise Exception("calculate job status failed, all task status: {}".format(tasks_status)) + + @classmethod + def calculate_job_progress(cls, tasks_status): + total = 0 + finished_count = 0 + for task_status in tasks_status.values(): + total += 1 + if EndStatus.contains(task_status): + finished_count += 1 + return total, finished_count + + @classmethod + def update_job_on_scheduler(cls, schedule_job: ScheduleJob, update_fields: list): + schedule_logger(schedule_job.f_job_id).info(f"try to update job {update_fields} on scheduler") + jobs = BfiaScheduleJobSaver.query_job(job_id=schedule_job.f_job_id) + if not jobs: + raise Exception("Failed to update job status on scheduler") + job_info = schedule_job.to_human_model_dict(only_primary_with=update_fields) + for field in update_fields: + job_info[field] = getattr(schedule_job, "f_%s" % field) + if "status" in update_fields: + BfiaScheduleJobSaver.update_job_status(job_info=job_info) + BfiaScheduleJobSaver.update_job(job_info=job_info) + schedule_logger(schedule_job.f_job_id).info(f"update job {update_fields} on scheduler finished") + + @classmethod + def finish(cls, job): + schedule_logger(job.f_job_id).info(f"job finished, do something...") + cls.stop_all_job(job_id=job.f_job_id) + schedule_logger(job.f_job_id).info(f"done") + + +class BfiaTaskScheduler(object): + @classmethod + def schedule(cls, job): + schedule_logger(job.f_job_id).info("scheduling job tasks") + dag_schema = DagSchemaSpec(**job.f_dag) + job_parser = get_dag_parser(dag_schema) + tasks_group = BfiaScheduleJobSaver.get_status_tasks_asc(job_id=job.f_job_id) + schedule_logger(job.f_job_id).info(f"tasks group: {tasks_group}") + waiting_tasks = {} + job_interrupt = False + for task in tasks_group.values(): + if task.f_sync_type == FederatedCommunicationType.POLL: + if task.f_status in [TaskStatus.RUNNING]: + cls.collect_task_of_all_party(task=task, parties=job.f_parties) + else: + pass + new_task_status = cls.get_federated_task_status( + job_id=task.f_job_id, task_id=task.f_task_id, + task_version=task.f_task_version + ) + task_interrupt = False + task_status_have_update = False + if new_task_status != task.f_status: + task_status_have_update = True + schedule_logger(job.f_job_id).info(f"sync task status {task.f_status} to {new_task_status}") + task.f_status = new_task_status + BfiaScheduleJobSaver.update_task_status(task.to_human_model_dict(), scheduler_status=True) + if InterruptStatus.contains(new_task_status): + task_interrupt = True + job_interrupt = True + if task.f_status == TaskStatus.READY: + waiting_tasks[task.f_task_name] = task + elif task_status_have_update and EndStatus.contains(task.f_status) or task_interrupt: + schedule_logger(task.f_job_id).info(f"stop task with status: {task.f_status}") + BfiaFederatedScheduler.stop_job( + node_list=job.f_parties, + command_body={ + "job_id": task.f_job_id, + "task_name": task.f_task_name + }) + scheduling_status_code = SchedulingStatusCode.NO_NEXT + schedule_logger(job.f_job_id).info(f"job interrupt status {job_interrupt}") + schedule_logger(job.f_job_id).info(f"waiting tasks: {waiting_tasks}") + if not job_interrupt: + for task_id, waiting_task in waiting_tasks.items(): + + dependent_tasks = job_parser.infer_dependent_tasks( + translate_bfia_dag_to_dag(dag_schema).dag.tasks[waiting_task.f_task_name].inputs + ) + schedule_logger(job.f_job_id).info(f"task {waiting_task.f_task_name} dependent tasks:{dependent_tasks}") + for task_name in dependent_tasks: + dependent_task = tasks_group[task_name] + if dependent_task.f_status != TaskStatus.SUCCESS: + break + else: + scheduling_status_code = SchedulingStatusCode.HAVE_NEXT + status_code = cls.start_task( + job_id=waiting_task.f_job_id, + task_name=waiting_task.f_task_name, + task_id=waiting_task.f_task_id, + task_version=waiting_task.f_task_version + ) + if status_code == SchedulingStatusCode.FAILED: + schedule_logger(job.f_job_id).info(f"task status code: {status_code}") + scheduling_status_code = SchedulingStatusCode.FAILED + waiting_task.f_status = StatusSet.FAILED + BfiaFederatedScheduler.stop_job( + node_list=job.f_parties, + command_body={ + "job_id": job.f_job_id, + "task_name": waiting_task.f_task_name + }) + else: + schedule_logger(job.f_job_id).info("have cancel signal, pass start job tasks") + schedule_logger(job.f_job_id).info("finish scheduling job tasks") + return scheduling_status_code, tasks_group.values() + + @classmethod + def start_task(cls, job_id, task_name, task_id, task_version): + schedule_logger(job_id).info("try to start task {} {}".format(task_id, task_name)) + + tasks = BfiaScheduleJobSaver.query_task(task_id=task_id, task_name=task_name) + response_list = BfiaFederatedScheduler.start_task( + task_id=task_id, task_name=task_name, job_id=job_id, node_list=tasks[0].f_parties + ) + schedule_logger(job_id).info(f"start task response: {response_list}") + for resp in response_list.values(): + if resp["code"] != ReturnCode.SUCCESS: + return SchedulingStatusCode.FAILED + else: + # update scheduler task info to running + task_info = dict( + job_id=job_id, + task_name=task_name, + task_id=task_id, + status=TaskStatus.RUNNING, + task_version=task_version + ) + BfiaScheduleJobSaver.update_task_status( + task_info=task_info, + scheduler_status=True + ) + for task in tasks: + task_info.update({ + "role": task.f_role, + "party_id": task.f_party_id + }) + BfiaScheduleJobSaver.update_task_status( + task_info=task_info + + ) + return SchedulingStatusCode.SUCCESS + + @classmethod + def collect_task_of_all_party(cls, task, parties): + federated_response = BfiaFederatedScheduler.poll_task_all( + node_list=parties, + task_id=task.f_task_id + ) + for _party_id, party_response in federated_response.items(): + if party_response["code"] == ReturnCode.SUCCESS: + schedule_logger(task.f_job_id).info( + f"collect party id {_party_id} task {task.f_task_name} info: {party_response['data']}") + task_info = { + "job_id": task.f_job_id, + "task_id": task.f_task_id, + "task_version": task.f_task_version, + "role": "", + "party_id": _party_id, + "status": party_response["data"].get("status") + } + BfiaScheduleJobSaver.update_task_status(task_info=task_info) + + @classmethod + def get_federated_task_status(cls, job_id, task_id, task_version): + tasks_on_all_party = BfiaScheduleJobSaver.query_task(task_id=task_id, task_version=task_version) + tasks_party_status = [task.f_status for task in tasks_on_all_party] + status = BfiaTaskController.calculate_multi_party_task_status(tasks_party_status) + schedule_logger(job_id=job_id).info( + "task {} {} status is {}, calculate by task party status list: {}".format(task_id, task_version, status, + tasks_party_status)) + return status diff --git a/python/fate_flow/adapter/bfia/settings.py b/python/fate_flow/adapter/bfia/settings.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/fate_flow/adapter/bfia/translator/__init__.py b/python/fate_flow/adapter/bfia/translator/__init__.py new file mode 100644 index 000000000..878d3a9c5 --- /dev/null +++ b/python/fate_flow/adapter/bfia/translator/__init__.py @@ -0,0 +1,15 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# diff --git a/python/fate_flow/adapter/bfia/translator/component_spec.py b/python/fate_flow/adapter/bfia/translator/component_spec.py new file mode 100644 index 000000000..b0bcccce6 --- /dev/null +++ b/python/fate_flow/adapter/bfia/translator/component_spec.py @@ -0,0 +1,30 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from pydantic import BaseModel +from typing import Optional, Dict, List, Literal + + +class BFIAComponentSpec(BaseModel): + componentName: str + title: str + provider: str + version: str + description: str + roleList: List[Literal["guest", "host", "arbiter", "local"]] + desVersion: str + storageEngine: List[str] + inputParam: Optional[List[Dict]] + inputData: Optional[List[Dict]] + outputData: Optional[List[Dict]] diff --git a/python/fate_flow/adapter/bfia/translator/dsl_translator.py b/python/fate_flow/adapter/bfia/translator/dsl_translator.py new file mode 100644 index 000000000..277d13afa --- /dev/null +++ b/python/fate_flow/adapter/bfia/translator/dsl_translator.py @@ -0,0 +1,435 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import copy +from typing import Dict + +from .component_spec import BFIAComponentSpec + +from fate_flow.entity.spec.dag import ( + DAGSchema, + DAGSpec, + PartySpec, + RuntimeTaskOutputChannelSpec, + DataWarehouseChannelSpec, + PartyTaskSpec, + PartyTaskRefSpec, + TaskSpec, + RuntimeInputArtifacts, + JobConfSpec, + SourceInputArtifacts, + OutputArtifactSpec, + OutputArtifacts +) + +from ..utils.spec.job import ( + BFIADagSpec, + DagSchemaSpec, + ConfSpec, + InitiatorSpec, + RoleSpec, + JobCommonSpec, + JobParamsSpec, + TaskParamsSpec, + DagComponentSpec, + DataSpec, + DagSpec +) + + +class Translator(object): + @classmethod + def translate_dag_to_bfia_dag(cls, dag_schema: DAGSchema, component_specs: Dict[str, BFIAComponentSpec]): + bfia_dag = BFIADagSpec( + flow_id=dag_schema.dag.flow_id, + old_job_id=dag_schema.dag.old_job_id, + config=cls.translate_dag_to_bfia_config(dag_schema.dag, dag_schema.schema_version), + dag=cls.translate_dag_to_bfia_tasks(dag_schema.dag, component_specs, dag_schema.schema_version) + ) + + return DagSchemaSpec( + kind=dag_schema.kind, + schema_version=dag_schema.schema_version, + dag=bfia_dag + ) + + @classmethod + def translate_bfia_dag_to_dag(cls, bfia_dag_schema: DagSchemaSpec, component_specs: Dict[str, BFIAComponentSpec]): + translated_dag_buf = dict() + translated_dag_buf["schema_version"] = bfia_dag_schema.schema_version + + bfia_dag: BFIADagSpec = bfia_dag_schema.dag + translated_dag_buf["schema_version"] = bfia_dag_schema.schema_version + translated_dag_buf["kind"] = bfia_dag_schema.kind + + dag_spec_buf = dict() + dag_spec_buf["initiator"] = (bfia_dag.config.initiator.role, bfia_dag.config.initiator.node_id) + dag_spec_buf["parties"] = cls.get_party_spec_from_bfia_dag(bfia_dag) + dag_spec_buf["flow_id"] = bfia_dag.flow_id + dag_spec_buf["old_job_id"] = bfia_dag.old_job_id + dag_spec_buf["conf"] = cls.translate_job_params_to_dag(bfia_dag) + dag_spec_buf["tasks"] = cls.translate_bfia_tasks_to_dag(bfia_dag, component_specs) + dag_spec_buf["party_tasks"] = cls.translate_party_tasks_to_dag(bfia_dag, component_specs, dag_spec_buf["tasks"]) + + translated_dag_buf["dag"] = dag_spec_buf + return DAGSchema(**translated_dag_buf) + + @classmethod + def translate_job_params_to_dag(cls, bfia_dag: BFIADagSpec): + job_conf = JobConfSpec(**bfia_dag.config.job_params.common.dict(exclude_defaults=True)) + return job_conf + + @classmethod + def get_party_spec_from_bfia_dag(cls, bfia_dag: BFIADagSpec): + parties = [] + + for role, party_id_list in iter(bfia_dag.config.role): + if not party_id_list: + continue + + parties.append(PartySpec(role=role, party_id=party_id_list)) + + return parties + + @classmethod + def translate_bfia_tasks_to_dag(cls, bfia_dag: BFIADagSpec, component_specs: Dict[str, BFIAComponentSpec]): + tasks = dict() + + common_params = bfia_dag.config.task_params.common + for bfia_task in bfia_dag.dag.components: + task_spec = TaskSpec(component_ref=bfia_task.componentName) + task_name = bfia_task.name + tasks[task_name] = task_spec + + if common_params and task_name in common_params: + task_spec.parameters = common_params[task_name] + + dependencies = set() + for input_desc in bfia_task.input: + dependencies.add(input_desc.key.split(".", -1)[0]) + task_spec.dependent_tasks = list(dependencies) + + conf = dict() + conf["provider"] = bfia_task.provider + conf["version"] = bfia_task.version + + component_spec = component_specs[bfia_task.componentName] + support_roles = set(component_spec.roleList) + parties = [] + all_parties = cls.get_party_spec_from_bfia_dag(bfia_dag) + + for party in all_parties: + if party.role in support_roles: + parties.append(party) + + task_spec.parties = parties + + if bfia_task.input: + input_keys = dict() + for input_dict in component_spec.inputData: + input_type = cls.get_source_type(input_dict["category"]) + input_name = input_dict["name"] + if input_type not in input_keys: + input_keys[input_type] = [] + + input_keys[input_type].append(input_name) + + inputs = dict() + for input_desc in bfia_task.input: + input_type = cls.get_source_type(input_desc.type) + + if input_type not in inputs: + inputs[input_type] = dict() + + producer_task, output_artifact_key = input_desc.key.split(".", -1) + + input_spec = RuntimeTaskOutputChannelSpec(producer_task=producer_task, + output_artifact_key=output_artifact_key, + output_artifact_type_alias=input_desc.type) + input_name = input_keys[input_type].pop(0) + + # TODO: bifa does not support multiple inputs yet + inputs[input_type][input_name] = dict(task_output_artifact=input_spec) + + task_spec.inputs = RuntimeInputArtifacts(**inputs) + + if bfia_task.output: + output_keys = dict() + for output_dict in component_spec.outputData: + output_name = output_dict["name"] + output_type = cls.get_source_type(output_dict["category"]) + + if output_type not in output_keys: + output_keys[output_type] = [] + + output_keys[output_type].append(output_name) + + outputs = dict() + for output_dict in bfia_task.output: + output_alias = output_dict.key + output_type_alias = output_dict.type + + output_type = cls.get_source_type(output_type_alias) + if output_type not in outputs: + outputs[output_type] = dict() + + output_name = output_keys[output_type].pop(0) + + outputs[output_type][output_name] = OutputArtifactSpec( + output_artifact_key_alias=output_alias, + output_artifact_type_alias=output_type_alias + ) + + task_spec.outputs = OutputArtifacts(**outputs) + + task_spec.conf = conf + tasks[task_name] = task_spec + + return tasks + + @classmethod + def translate_party_tasks_to_dag(cls, + bfia_dag: BFIADagSpec, + component_specs: Dict[str, BFIAComponentSpec], + tasks: Dict[str, TaskSpec] + ): + party_tasks = dict() + if bfia_dag.config and bfia_dag.config.job_params: + for role, role_config in iter(bfia_dag.config.job_params): + if role == "common" or not role_config: + continue + + role_task_params = getattr(getattr(bfia_dag.config, "task_params", {}), role, {}) + + for party_str, party_config in role_config.items(): + party_id_indexes = list(map(int, party_str.split("|", -1))) + party_id_list = [getattr(bfia_dag.config.role, role)[party_id] for party_id in party_id_indexes] + party_task = PartyTaskSpec() + party_task.parties = [PartySpec(role=role, party_id=party_id_list)] + party_task.conf = party_config + + if role_task_params and party_str in role_task_params: + party_task_params = role_task_params[party_str] + party_task.tasks = cls.get_party_task_params(party_task_params, component_specs, tasks) + + site_name = "_".join(map(str, [role] + party_id_list)) + party_tasks[site_name] = party_task + + if bfia_dag.config and bfia_dag.config.task_params: + for role, role_params in iter(bfia_dag.config.task_params): + if role == "common" or not role_params: + continue + + for party_str, party_task_params in role_params.items(): + party_id_indexes = list(map(int, party_str.split("|", -1))) + party_id_list = [getattr(bfia_dag.config.role, role)[party_id] for party_id in party_id_indexes] + site_name = "_".join(map(str, [role] + party_id_list)) + + if site_name in party_tasks: + continue + + party_task = PartyTaskSpec() + party_task.parties = [PartySpec(role=role, party_id=party_id_list)] + party_task.tasks = cls.get_party_task_params(party_task_params, component_specs, tasks) + + party_tasks[site_name] = party_task + + return party_tasks + + @classmethod + def get_party_task_params(cls, + party_task_params, + component_specs: Dict[str, BFIAComponentSpec], + tasks: Dict[str, TaskSpec]): + party_task_specs = dict() + + for task_name, params in party_task_params.items(): + task_spec = PartyTaskRefSpec() + params = copy.deepcopy(params) + if "name" in params and "namespace" in params: + """ + bfia support only single input yet + """ + name = params.pop("name") + namespace = params.pop("namespace") + component_ref = tasks[task_name].component_ref + input_name = component_specs[component_ref].inputData[0]["name"] + + task_spec.inputs = SourceInputArtifacts( + data={ + input_name: + { + "data_warehouse": DataWarehouseChannelSpec(namespace=namespace, name=name) + } + } + ) + + party_task_specs[task_name] = task_spec + + if params: + task_spec.parameters = params + + return party_task_specs + + @classmethod + def translate_dag_to_bfia_config(cls, dag: DAGSpec, schema_version: str): + bfia_conf_buf = dict(version=schema_version) + + if dag.initiator: + bfia_conf_buf["initiator"] = InitiatorSpec(role=dag.initiator[0], node_id=dag.initiator[1]) + + role_spec = RoleSpec() + for party_spec in dag.parties: + role = party_spec.role + party_id_list = party_spec.party_id + setattr(role_spec, role, party_id_list) + + bfia_conf_buf["role"] = role_spec + + job_params = JobParamsSpec() + job_params.common = JobCommonSpec(**dag.conf.dict(exclude_defaults=True)) + + if dag.party_tasks: + parties_conf = dict() + for site_name, party_task in dag.party_tasks.items(): + if party_task.conf: + role = party_task.parties[0].role + party_id_list = party_task.parties[0].party_id + party_id_indexes = [getattr(role_spec, role).index(party_id) for party_id in party_id_list] + party_str = "|".join(map(str, party_id_indexes)) + + if role not in parties_conf: + parties_conf[role] = dict() + + parties_conf[role][party_str] = party_task.conf + + for role, conf in parties_conf.items(): + setattr(job_params, role, conf) + + bfia_conf_buf["job_params"] = job_params + + task_params = TaskParamsSpec() + if dag.tasks: + common_params = dict() + for task_name, task_spec in dag.tasks.items(): + if task_spec.parameters: + common_params[task_name] = task_spec.parameters + + if common_params: + task_params.common = common_params + + if dag.party_tasks: + party_task_params = dict() + for site_name, party_task in dag.party_tasks.items(): + if not party_task.tasks: + continue + + party_conf = dict() + role = party_task.parties[0].role + party_id_list = party_task.parties[0].party_id + party_id_indexes = [getattr(role_spec, role).index(party_id) for party_id in party_id_list] + party_str = "|".join(map(str, party_id_indexes)) + + for task_name, party_task_spec in party_task.tasks.items(): + party_conf[task_name] = dict() + if party_task_spec.parameters: + party_conf[task_name].update(party_task_spec.parameters) + + if party_task_spec.inputs and party_task_spec.inputs.data: + data_warehouse = list(party_task_spec.inputs.data.values())[0]["data_warehouse"] + party_conf[task_name]["name"] = data_warehouse.name + party_conf[task_name]["namespace"] = data_warehouse.namespace + + if role not in party_task_params: + party_task_params[role] = dict() + party_task_params[role][party_str] = party_conf + + for role, conf in party_task_params.items(): + setattr(task_params, role, conf) + + bfia_conf_buf["task_params"] = task_params + + return ConfSpec(**bfia_conf_buf) + + @classmethod + def translate_dag_to_bfia_tasks(cls, dag: DAGSpec, component_specs: Dict[str, BFIAComponentSpec], schema_version): + bfia_dag_buf = dict(version=schema_version) + + tasks = [] + if dag.tasks: + for task_name, task_spec in dag.tasks.items(): + bfia_task_spec = DagComponentSpec( + provider=task_spec.conf["provider"], + version=task_spec.conf["version"], + name=task_name, + componentName=task_spec.component_ref + ) + + component_spec = component_specs[task_spec.component_ref] + inputs = [] + if task_spec.inputs: + for input_desc in component_spec.inputData: + input_type = cls.get_source_type(input_desc["category"]) + input_key = input_desc["name"] + + input_artifact_specs = getattr(task_spec.inputs, input_type, {}) + if not input_artifact_specs or input_key not in input_artifact_specs: + continue + + input_spec = input_artifact_specs[input_key] + + producer_task = input_spec["task_output_artifact"].producer_task + output_artifact_key = input_spec["task_output_artifact"].output_artifact_key + type_alias = input_spec["task_output_artifact"].output_artifact_type_alias + + inputs.append(DataSpec(type=type_alias, key=".".join([producer_task, output_artifact_key]))) + + bfia_task_spec.input = inputs + + outputs = [] + if task_spec.outputs: + for output_desc in component_spec.outputData: + output_type = cls.get_source_type(output_desc["category"]) + output_key = output_desc["name"] + + output_artifacts = getattr(task_spec.outputs, output_type, {}) + if not output_artifacts or output_key not in output_artifacts: + continue + + output_spec: OutputArtifactSpec = output_artifacts[output_key] + + if not output_spec: + continue + + outputs.append(DataSpec(type=output_spec.output_artifact_type_alias, + key=output_spec.output_artifact_key_alias)) + + bfia_task_spec.output = outputs + + tasks.append(bfia_task_spec) + + if tasks: + bfia_dag_buf["components"] = tasks + + return DagSpec(**bfia_dag_buf) + + @classmethod + def get_source_type(cls, type_keyword): + if "dataset" in type_keyword: + return "data" + elif "model" in type_keyword: + return "model" + else: + return "metric" diff --git a/python/fate_flow/adapter/bfia/translator/test/test_translation.py b/python/fate_flow/adapter/bfia/translator/test/test_translation.py new file mode 100644 index 000000000..4a438fc2d --- /dev/null +++ b/python/fate_flow/adapter/bfia/translator/test/test_translation.py @@ -0,0 +1,114 @@ +import json +import pathlib +import argparse +import pprint + +from fate_client.pipeline.adapters.bfia.translator.component_spec import BFIAComponentSpec +from fate_client.pipeline.adapters.bfia.translator.dag_spec import DagSchemaSpec, BFIADagSpec +from fate_client.pipeline.adapters.bfia.translator.dsl_translator import Translator +from fate_client.pipeline.scheduler.dag_parser import DagParser + + +def load_component_specs(component_spec_directory): + files = { + "HeteroLR": "hetero_lr.json", + "Intersection": "rsa.json", + "HeteroSecureBoost": "hetero_sbt.json" + } + + _component_specs = dict() + for cpn, file_path in files.items(): + path = pathlib.Path(component_spec_directory).joinpath(file_path) + with open(path, "r") as fin: + buf = json.loads(fin.read()) + + _component_specs[cpn] = BFIAComponentSpec(**buf) + + return _component_specs + + +def load_bfia_dag_schema(bfia_dag_path): + with open(bfia_dag_path, "r") as fin: + buf = json.loads(fin.read()) + + dag_spec = BFIADagSpec(**buf) + bfia_schema = DagSchemaSpec(kind="bfia", schema_version="2.0.0", dag=dag_spec) + + return bfia_schema + + +if __name__ == "__main__": + parser = argparse.ArgumentParser(description='Test translation') + parser.add_argument("--component_definition_directory", help="directory to load component specs") + parser.add_argument("--bfia_dag_schema", help="path to load bfia_dag") + + args = parser.parse_args() + + component_specs = load_component_specs(args.component_definition_directory) + bfia_dag_schema = load_bfia_dag_schema(args.bfia_dag_schema) + + dag_schema = Translator.translate_bfia_dag_to_dag(bfia_dag_schema, component_specs) + pprint.pprint(dag_schema.dict(exclude_defaults=True)) + print("\n\n\n") + + dag_parser = DagParser() + dag_parser.parse_dag(dag_schema) + party_id = "JG0100001100000000" + print (f"runtime roles on party_id = {party_id} is {dag_parser.get_runtime_roles_on_party('intersect_rsa_1', party_id=party_id)}") + nodes = list(dag_parser.topological_sort()) + assert nodes == ["intersect_rsa_1", "hetero_secureboost_1"], nodes + intersect_rsa_1 = dag_parser.get_task_node(nodes[0]) + hetero_secureboost_1 = dag_parser.get_task_node(nodes[1]) + print("########## parameters is : ##########") + pprint.pprint(intersect_rsa_1.runtime_parameters) + print("\n") + pprint.pprint(hetero_secureboost_1.runtime_parameters) + print ("########## show parameters over #########\n") + + print("########## runtime parties ##########") + pprint.pprint(intersect_rsa_1.runtime_parties) + print("\n") + pprint.pprint(hetero_secureboost_1.runtime_parties) + print("######### show runtime parties over ##########\n") + + print("########## runtime roles ##########") + pprint.pprint(intersect_rsa_1.runtime_roles) + print("\n") + pprint.pprint(hetero_secureboost_1.runtime_roles) + print("######### show runtime roles over ##########\n") + + print("########## upstream inputs ##########") + pprint.pprint(intersect_rsa_1.upstream_inputs) + print("\n") + pprint.pprint(hetero_secureboost_1.upstream_inputs) + print("######### show upstream inputs over ##########\n") + + print("########## component ref ##########") + pprint.pprint(intersect_rsa_1.component_ref) + print("\n") + pprint.pprint(hetero_secureboost_1.component_ref) + print("######### show component ref over ##########\n") + + print("########## conf ##########") + pprint.pprint(intersect_rsa_1.conf) + print("\n") + pprint.pprint(hetero_secureboost_1.conf) + print("######### show conf over ##########\n") + + print("########## outputs ##########") + pprint.pprint(intersect_rsa_1.outputs) + print("\n") + pprint.pprint(hetero_secureboost_1.outputs) + print("######### show outputs over ##########\n") + + pprint.pprint(dag_parser.translate_dag("bfia", "fate", bfia_dag_schema, component_specs=component_specs)) + pprint.pprint(dag_parser.translate_dag("fate", "bfia", dag_schema, component_specs=component_specs)) + """ + translated_bfia_dag_schema = Translator.translate_dag_to_bfia_dag(dag_schema, component_specs) + print("\n\n\n\n") + + pprint.pprint(translated_bfia_dag_schema.dict(exclude_defaults=True)) + + print("\n\n\n\n") + pprint.pprint(bfia_dag_schema.dict(exclude_defaults=True)) + """ diff --git a/python/fate_flow/adapter/bfia/utils/api_utils.py b/python/fate_flow/adapter/bfia/utils/api_utils.py new file mode 100644 index 000000000..dd590c161 --- /dev/null +++ b/python/fate_flow/adapter/bfia/utils/api_utils.py @@ -0,0 +1,24 @@ +from flask import jsonify + +from fate_flow.adapter.bfia.utils.entity.code import ReturnCode +from fate_flow.utils.api_utils import API + + +class BfiaAPI(API): + class Output: + @staticmethod + def json(code=ReturnCode.SUCCESS, msg='success', data=None, **kwargs): + result_dict = { + "code": code, + "msg": msg, + "data": data, + } + + response = {} + for key, value in result_dict.items(): + if value is not None: + response[key] = value + # extra resp + for key, value in kwargs.items(): + response[key] = value + return jsonify(response) \ No newline at end of file diff --git a/python/fate_flow/adapter/bfia/utils/entity/__init__.py b/python/fate_flow/adapter/bfia/utils/entity/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/fate_flow/adapter/bfia/utils/entity/code.py b/python/fate_flow/adapter/bfia/utils/entity/code.py new file mode 100644 index 000000000..a134690fc --- /dev/null +++ b/python/fate_flow/adapter/bfia/utils/entity/code.py @@ -0,0 +1,3 @@ +class ReturnCode: + SUCCESS = 0 + FAILED = 1 diff --git a/python/fate_flow/adapter/bfia/utils/entity/status.py b/python/fate_flow/adapter/bfia/utils/entity/status.py new file mode 100644 index 000000000..b2759226e --- /dev/null +++ b/python/fate_flow/adapter/bfia/utils/entity/status.py @@ -0,0 +1,58 @@ +from fate_flow.entity.types import BaseStateTransitionRule, BaseStatus + + +class StatusSet(BaseStatus): + PENDING = "PENDING" + READY = 'READY' + RUNNING = "RUNNING" + FINISHED = "FINISHED" + REJECTED = "REJECTED" + SUCCESS = "SUCCESS" + FAILED = "FAILED" + + @classmethod + def get_level(cls, status): + return dict(zip(cls.status_list(), range(len(cls.status_list())))).get(status, None) + + +class JobStatus(BaseStatus): + PENDING = StatusSet.PENDING + READY = StatusSet.READY + REJECTED = StatusSet.REJECTED + RUNNING = StatusSet.RUNNING + FINISHED = StatusSet.FINISHED + + class StateTransitionRule(BaseStateTransitionRule): + RULES = { + StatusSet.PENDING: [StatusSet.READY, StatusSet.REJECTED], + StatusSet.READY: [StatusSet.RUNNING, StatusSet.FINISHED], + StatusSet.RUNNING: [StatusSet.FINISHED], + StatusSet.FINISHED: [] + } + + +class TaskStatus(BaseStatus): + PENDING = StatusSet.PENDING + READY = StatusSet.READY + RUNNING = StatusSet.RUNNING + SUCCESS = StatusSet.SUCCESS + FAILED = StatusSet.FAILED + + class StateTransitionRule(BaseStateTransitionRule): + RULES = { + StatusSet.PENDING: [StatusSet.READY, StatusSet.RUNNING, StatusSet.SUCCESS, StatusSet.FAILED], + StatusSet.READY: [StatusSet.RUNNING, StatusSet.FAILED, StatusSet.SUCCESS], + StatusSet.RUNNING: [StatusSet.SUCCESS, StatusSet.FAILED], + StatusSet.FAILED: [], + StatusSet.SUCCESS: [], + } + + +class EndStatus(BaseStatus): + FAILED = StatusSet.FAILED + FINISHED = StatusSet.FINISHED + SUCCESS = StatusSet.SUCCESS + + +class InterruptStatus(BaseStatus): + FAILED = StatusSet.FAILED diff --git a/python/fate_flow/adapter/bfia/utils/spec/artifact.py b/python/fate_flow/adapter/bfia/utils/spec/artifact.py new file mode 100644 index 000000000..7ff861d58 --- /dev/null +++ b/python/fate_flow/adapter/bfia/utils/spec/artifact.py @@ -0,0 +1,22 @@ +from typing import Optional, Dict + +from pydantic import BaseModel + + +class S3Address(BaseModel): + url: str + + +class Engine(BaseModel): + name: str = "s3" + address: S3Address + + +class ArtifactAddress(BaseModel): + name: str + namespace: str + + +class Artifact(BaseModel): + input: Dict[str, ArtifactAddress] + output: Dict[str, ArtifactAddress] diff --git a/python/fate_flow/adapter/bfia/utils/spec/job.py b/python/fate_flow/adapter/bfia/utils/spec/job.py new file mode 100644 index 000000000..13a0803e3 --- /dev/null +++ b/python/fate_flow/adapter/bfia/utils/spec/job.py @@ -0,0 +1,73 @@ +from typing import Optional, Dict, List + +from pydantic import BaseModel + + +class InitiatorSpec(BaseModel): + role: str + node_id: str + + +class RoleSpec(BaseModel): + guest: Optional[List[str]] + host: Optional[List[str]] + arbiter: Optional[List[str]] + local: Optional[List[str]] + + +class JobCommonSpec(BaseModel): + sync_type: Optional[str] = "poll" + + +class JobParamsSpec(BaseModel): + common: Optional[JobCommonSpec] + guest: Optional[Dict] + host: Optional[Dict] + arbiter: Optional[Dict] + + +class TaskParamsSpec(BaseModel): + common: Optional[Dict] + guest: Optional[Dict] + host: Optional[Dict] + arbiter: Optional[Dict] + + +class ConfSpec(BaseModel): + initiator: InitiatorSpec + role: RoleSpec + job_params: JobParamsSpec + task_params: TaskParamsSpec + version: str + + +class DataSpec(BaseModel): + key: str + type: str + + +class DagComponentSpec(BaseModel): + name: str + componentName: str + provider: str + version: str + input: Optional[List[DataSpec]] = [] + output: Optional[List[DataSpec]] = [] + + +class DagSpec(BaseModel): + components: List[DagComponentSpec] + version: str + + +class BFIADagSpec(BaseModel): + flow_id: str + config: ConfSpec + dag: DagSpec + old_job_id: str + + +class DagSchemaSpec(BaseModel): + dag: BFIADagSpec + schema_version: str + kind: str = "bfia" diff --git a/python/fate_flow/adapter/bfia/utils/spec/task.py b/python/fate_flow/adapter/bfia/utils/spec/task.py new file mode 100644 index 000000000..e1a72b763 --- /dev/null +++ b/python/fate_flow/adapter/bfia/utils/spec/task.py @@ -0,0 +1,40 @@ +from typing import Optional, Dict + +from pydantic import BaseModel + +from fate_flow.adapter.bfia.utils.spec.artifact import ArtifactAddress + + +class RuntimeConf(BaseModel): + name: str + parameter: Dict = {} + input: Optional[Dict[str, ArtifactAddress]] + output: Optional[Dict[str, ArtifactAddress]] + + +class RuntimeComponent(BaseModel): + component: RuntimeConf + + +class LogPath(BaseModel): + path: str + + +class Config(BaseModel): + session_id: str = "" + token: str = "" + inst_id: Dict + node_id: Dict + log: Optional[LogPath] + self_role: str + + +class SystemConf(BaseModel): + storage: str + transport: str + + +class TaskRuntimeEnv(BaseModel): + runtime: RuntimeComponent + config: Config + system: SystemConf diff --git a/python/fate_flow/adapter/bfia/wheels/__init__.py b/python/fate_flow/adapter/bfia/wheels/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/fate_flow/adapter/bfia/wheels/federated.py b/python/fate_flow/adapter/bfia/wheels/federated.py new file mode 100644 index 000000000..a545aea88 --- /dev/null +++ b/python/fate_flow/adapter/bfia/wheels/federated.py @@ -0,0 +1,62 @@ +from fate_flow.adapter.bfia import BfiaRuntimeConfig + + +class BfiaFederatedScheduler: + # job + @classmethod + def create_job(cls, node_list, command_body): + return BfiaRuntimeConfig.SCHEDULE_CLIENT.federated.create_job( + node_list, command_body=command_body + ) + + @classmethod + def start_job(cls, node_list, job_id): + command_body = { + "job_id": job_id + } + return BfiaRuntimeConfig.SCHEDULE_CLIENT.federated.start_job( + node_list, command_body=command_body + ) + + @classmethod + def stop_job(cls, node_list, command_body): + return BfiaRuntimeConfig.SCHEDULE_CLIENT.federated.stop_job( + node_list, command_body=command_body + ) + + @classmethod + def poll_task_all(cls, node_list, task_id): + command_body = { + "task_id": task_id, + "role": "" + } + return BfiaRuntimeConfig.SCHEDULE_CLIENT.federated.poll_task(node_list, command_body=command_body) + + @classmethod + def start_task(cls, node_list, job_id, task_id, task_name): + command_body = { + "task_id": task_id, + "task_name": task_name, + "job_id": job_id + } + return BfiaRuntimeConfig.SCHEDULE_CLIENT.federated.start_task(node_list, command_body=command_body) + + # scheduler + @classmethod + def request_create_job(cls, party_id, command_body): + return BfiaRuntimeConfig.SCHEDULE_CLIENT.scheduler.create_job(party_id, command_body) + + @classmethod + def request_audit_confirm(cls, party_id, command_body): + return BfiaRuntimeConfig.SCHEDULE_CLIENT.scheduler.audit_confirm(party_id, command_body) + + @classmethod + def request_stop_job(cls, party_id, job_id): + command_body = { + "job_id": job_id + } + return BfiaRuntimeConfig.SCHEDULE_CLIENT.scheduler.stop_job(party_id, command_body) + + @classmethod + def request_report_task(cls, party_id, command_body): + return BfiaRuntimeConfig.SCHEDULE_CLIENT.scheduler.report_task(party_id, command_body) diff --git a/python/fate_flow/adapter/bfia/wheels/job.py b/python/fate_flow/adapter/bfia/wheels/job.py new file mode 100644 index 000000000..b393ef74b --- /dev/null +++ b/python/fate_flow/adapter/bfia/wheels/job.py @@ -0,0 +1,198 @@ +from copy import deepcopy + +from fate_flow.adapter.bfia.utils.entity.code import ReturnCode +from fate_flow.adapter.bfia.utils.entity.status import TaskStatus, JobStatus, EndStatus +from fate_flow.adapter.bfia.utils.spec.job import DagSchemaSpec +from fate_flow.adapter.bfia.wheels.federated import BfiaFederatedScheduler +from fate_flow.adapter.bfia.wheels.task import BfiaTaskController +from fate_flow.db import Job +from fate_flow.adapter.bfia.wheels.saver import BfiaJobSaver as JobSaver +from fate_flow.runtime.system_settings import PARTY_ID +from fate_flow.utils.base_utils import current_timestamp +from fate_flow.utils.job_utils import save_job_dag, generate_job_id +from fate_flow.utils.log_utils import schedule_logger + + +class BfiaJobController(object): + @classmethod + def request_create_job(cls, dag, config, flow_id, old_job_id): + job_id = generate_job_id() + job_info = { + "dag": dag, + "config": config, + "flow_id": flow_id, + "old_job_id": old_job_id, + "job_id": job_id + } + schedule_logger(job_id).info("start request create job") + resp = BfiaFederatedScheduler.request_create_job( + party_id=PARTY_ID, + command_body=job_info + ) + schedule_logger(job_id).info(f"response: {resp}") + if resp and isinstance(resp, dict) and resp.get("code") == ReturnCode.SUCCESS: + save_job_dag(job_id=job_id, dag=job_info) + return job_id + else: + raise RuntimeError(resp) + + @classmethod + def query_job_status(cls, **kwargs): + all_status = {} + status = {} + jobs = JobSaver.query_job(**kwargs) + for job in jobs: + if job.f_job_id not in all_status: + all_status[job.f_job_id] = [job.f_status] + + for job_id, status_list in all_status.items(): + status[job_id] = cls.calculate_multi_party_job_status(status_list) + + return status + + @classmethod + def request_stop_job(cls, job_id): + jobs = JobSaver.query_job( + job_id=job_id + ) + if not jobs: + raise RuntimeError("No found jobs") + + schedule_logger(job_id).info(f"stop job on this party") + cls.stop_local_jobs(job_id=job_id) + + schedule_logger(job_id).info(f"request stop job") + response = BfiaFederatedScheduler.request_stop_job( + party_id=jobs[0].f_scheduler_party_id, + job_id=job_id + ) + schedule_logger(job_id).info(f"stop job response: {response}") + return response + + @classmethod + def create_local_jobs(cls, job_id, dag): + schedule_logger(job_id).info(f"start create job {job_id}") + schedule_logger(job_id).info(f"job dag schema: {dag}") + dag_schema = DagSchemaSpec(**dag) + for role, node_id_list in dag_schema.dag.config.role.dict().items(): + if node_id_list and PARTY_ID in node_id_list: + cls.create_local_job(job_id, role, PARTY_ID, dag_schema) + schedule_logger(job_id).info(f"create job {job_id} success") + + @classmethod + def create_local_job(cls, job_id, role, node_id, dag_schema: DagSchemaSpec): + schedule_logger(job_id).info(f"create job {job_id} role {role}") + job = Job() + job.f_flow_id = dag_schema.dag.flow_id + job.f_protocol = dag_schema.kind + job.f_job_id = job_id + job.f_role = role + job.f_party_id = node_id + job.f_dag = dag_schema.dict() + job.f_progress = 0 + job.f_parties = cls.get_job_parties(dag_schema) + job.f_initiator_party_id = dag_schema.dag.config.initiator.node_id + job.f_scheduler_party_id = dag_schema.dag.config.initiator.node_id + job.f_status = JobStatus.READY + job.f_model_id = job_id + job.f_model_version = "0" + JobSaver.create_job(job_info=job.to_human_model_dict()) + + @classmethod + def start_job(cls, job_id): + schedule_logger(job_id).info(f"try to start job") + job_info = { + "job_id": job_id, + "start_time": current_timestamp() + } + cls.update_job_info(job_info=job_info, callback=cls.update_job) + job_info["status"] = JobStatus.RUNNING + cls.update_job_info(job_info=job_info, callback=cls.update_job_status) + schedule_logger(job_id).info(f"start job on status {job_info.get('status')}") + + @classmethod + def update_job_info(cls, job_info, callback): + info = deepcopy(job_info) + if "role" not in job_info or "party_id" not in job_info: + job_list = JobSaver.query_job(job_id=job_info.get("job_id")) + for job in job_list: + info["role"] = job.f_role + info["party_id"] = job.f_party_id + callback(info) + else: + callback(info) + + @classmethod + def update_job_status(cls, job_info): + update_status = JobSaver.update_job_status(job_info=job_info) + if update_status and EndStatus.contains(job_info.get("status")): + pass + + @classmethod + def update_job(cls, job_info): + return JobSaver.update_job(job_info=job_info) + + @staticmethod + def get_job_parties(dag_schema: DagSchemaSpec): + return set( + value for values_list in dag_schema.dag.config.role.dict().values() if values_list for value in values_list + ) + + @classmethod + def stop_local_jobs(cls, job_id, task_name=None): + jobs = JobSaver.query_job( + job_id=job_id + ) + + for job in jobs: + cls.stop_job(job=job, task_name=task_name) + + @classmethod + def stop_job(cls, job, task_name): + stop_status = TaskStatus.FAILED + schedule_logger(job_id=job.f_job_id).info("start stop job on local") + # get tasks + if task_name: + tasks = JobSaver.query_task( + job_id=job.f_job_id, role=job.f_role, party_id=job.f_party_id, + only_latest=True, reverse=True, task_name=task_name + ) + else: + tasks = JobSaver.query_task( + job_id=job.f_job_id, role=job.f_role, party_id=job.f_party_id, + only_latest=True, reverse=True + ) + + # stop tasks + for task in tasks: + # if task.f_status in [TaskStatus.SUCCESS, TaskStatus.PENDING, TaskStatus.READY]: + # continue + schedule_logger(job_id=job.f_job_id).info(f"[stop]start to kill task {task.f_task_name} " + f"status {task.f_party_status}") + status = BfiaTaskController.stop_task(task, stop_status=stop_status) + schedule_logger(job_id=job.f_job_id).info(f"[stop]Kill {task.f_task_name} task completed: {status}") + + # update job status + BfiaJobController.update_job_status({ + "job_id": job.f_job_id, + "role": job.f_role, + "party_id": job.f_party_id, + "status": JobStatus.FINISHED + }) + + @classmethod + def calculate_multi_party_job_status(cls, party_status): + tmp_status_set = set(party_status) + if len(tmp_status_set) == 1: + return tmp_status_set.pop() + else: + if JobStatus.REJECTED in tmp_status_set: + return JobStatus.REJECTED + if JobStatus.FINISHED in tmp_status_set: + return JobStatus.FINISHED + if JobStatus.RUNNING in tmp_status_set: + return JobStatus.RUNNING + if JobStatus.READY in tmp_status_set: + return JobStatus.READY + if JobStatus.PENDING in tmp_status_set: + return JobStatus.PENDING diff --git a/python/fate_flow/adapter/bfia/wheels/output.py b/python/fate_flow/adapter/bfia/wheels/output.py new file mode 100644 index 000000000..8e081a54b --- /dev/null +++ b/python/fate_flow/adapter/bfia/wheels/output.py @@ -0,0 +1,19 @@ +from fate_flow.adapter.bfia.db import ComponentOutput +from fate_flow.db.base_models import BaseModelOperate +from fate_flow.utils.wraps_utils import filter_parameters + + +class OutputMeta(BaseModelOperate): + @classmethod + def save(cls, **meta_info): + cls._create_entity(ComponentOutput, meta_info) + + @classmethod + @filter_parameters() + def query(cls, **kwargs): + return cls._query(ComponentOutput, **kwargs) + + @classmethod + @filter_parameters() + def delete(cls, **kwargs): + return cls._delete(ComponentOutput, **kwargs) diff --git a/python/fate_flow/adapter/bfia/wheels/parser.py b/python/fate_flow/adapter/bfia/wheels/parser.py new file mode 100644 index 000000000..c2c33a512 --- /dev/null +++ b/python/fate_flow/adapter/bfia/wheels/parser.py @@ -0,0 +1,103 @@ +from fate_flow.adapter.bfia.translator.component_spec import BFIAComponentSpec +from fate_flow.adapter.bfia.translator.dsl_translator import Translator +from fate_flow.adapter.bfia.utils.spec.artifact import ArtifactAddress, Engine, S3Address +from fate_flow.adapter.bfia.utils.spec.job import DagSchemaSpec +from fate_flow.adapter.bfia.utils.spec.task import TaskRuntimeEnv, RuntimeComponent, RuntimeConf, Config, SystemConf +from fate_flow.adapter.bfia.wheels.output import OutputMeta +from fate_flow.entity.spec.dag import DataWarehouseChannelSpec, RuntimeTaskOutputChannelSpec, OutputArtifactSpec +from fate_flow.hub.parser import JobParserABC +from fate_flow.hub.parser.fate import TaskParser, JobParser +from fate_flow.manager.service.provider_manager import ProviderManager + + +class BfiaTaskParser(TaskParser): + @property + def need_run(self): + return self.party_id in self.parties + + @property + def task_parameters(self): + return TaskRuntimeEnv( + runtime=RuntimeComponent(component=RuntimeConf( + name=self.task_node.component_ref, + parameter=self.input_parameters, + input=self.runtime_inputs, + output=self.runtime_outputs + ) + ), + config=Config(inst_id={}, node_id={}, self_role=self.role), + system=SystemConf(storage="", transport="") + ) + + @property + def runtime_inputs(self): + inputs = {} + for type, upstream_input in self.task_node.upstream_inputs.get(self.role, {}).get(self.party_id, {}).items(): + for key, channel in upstream_input.items(): + if isinstance(channel, DataWarehouseChannelSpec): + inputs[key] = ArtifactAddress(name=channel.name, namespace=channel.namespace) + elif isinstance(channel, RuntimeTaskOutputChannelSpec): + metas = OutputMeta.query( + job_id=self.job_id, role=self.role, party_id=self.party_id, + task_name=channel.producer_task, key=channel.output_artifact_key, + type=channel.output_artifact_type_alias + ) + if metas: + meta = metas[0] + inputs[key] = ArtifactAddress(**meta.f_address) + return inputs + + @property + def runtime_outputs(self): + outputs = {} + for type, output in self.task_node.outputs.get(self.role, {}).get(self.party_id, {}).items(): + for key, channel in output.items(): + if isinstance(channel, OutputArtifactSpec): + if self.role in channel.roles: + outputs[key] = self.create_output_address(channel) + return outputs + + def create_output_address(self, channel: OutputArtifactSpec): + namespace = f"{self.task_id}" + name = f"{channel.output_artifact_type_alias}-{channel.output_artifact_key_alias}" + address = ArtifactAddress(name=namespace, namespace=name) + engine = Engine(name="s3", address=S3Address(url="s3://abc")) + meta = dict( + job_id=self.job_id, role=self.role, node_id=self.party_id, task_name=self.task_name, + component=self.task_node.component_ref, task_id=self.task_id, + type=channel.output_artifact_type_alias, key=channel.output_artifact_key_alias, + engine=engine.dict(), address=address.dict() + ) + try: + OutputMeta.save(**meta) + except Exception as e: + raise Exception(f"{e}, {meta}") + return address + + @property + def provider(self): + provider_name = self.task_runtime_conf.get("provider") + version = self.task_runtime_conf.get("version") + device = "docker" + self._provider = ProviderManager.generate_provider_name(provider_name, version, device) + return self._provider + + +class BfiaDagParser(JobParser, JobParserABC): + def check_job_params(self, **kwargs): + pass + + @property + def task_parser(self): + return BfiaTaskParser + + +def get_dag_parser(dag: DagSchemaSpec) -> BfiaDagParser: + return BfiaDagParser(translate_bfia_dag_to_dag(dag)) + + +def translate_bfia_dag_to_dag(dag): + components_desc = {} + for name, desc in ProviderManager.query_component_description(protocol=dag.kind).items(): + components_desc[name] = BFIAComponentSpec.parse_obj(desc) + return Translator.translate_bfia_dag_to_dag(dag, components_desc) diff --git a/python/fate_flow/adapter/bfia/wheels/saver.py b/python/fate_flow/adapter/bfia/wheels/saver.py new file mode 100644 index 000000000..694970bdd --- /dev/null +++ b/python/fate_flow/adapter/bfia/wheels/saver.py @@ -0,0 +1,30 @@ +from fate_flow.adapter.bfia.utils.entity.status import TaskStatus, JobStatus, EndStatus +from fate_flow.db import ScheduleJob, Task +from fate_flow.entity.types import PROTOCOL +from fate_flow.operation.job_saver import JobSaver, ScheduleJobSaver + + +class BfiaJobSaver(JobSaver): + @classmethod + def check_task_status(cls, old_status, dest_status): + return TaskStatus.StateTransitionRule.if_pass(src_status=old_status, dest_status=dest_status) + + @classmethod + def check_job_status(cls, old_status, dest_status): + return JobStatus.StateTransitionRule.if_pass(src_status=old_status, dest_status=dest_status) + + @classmethod + def end_status_contains(cls, status): + return EndStatus.contains(status) + + @classmethod + def query_task(cls, only_latest=True, reverse=None, order_by=None, protocol=PROTOCOL.BFIA, **kwargs): + return cls._query_task( + Task, only_latest=only_latest, reverse=reverse, order_by=order_by, protocol=protocol, **kwargs + ) + + +class BfiaScheduleJobSaver(ScheduleJobSaver, BfiaJobSaver): + @classmethod + def query_job(cls, reverse=None, order_by=None, protocol=PROTOCOL.BFIA, **kwargs): + return cls._query_job(ScheduleJob, reverse, order_by, protocol=protocol, **kwargs) diff --git a/python/fate_flow/adapter/bfia/wheels/task.py b/python/fate_flow/adapter/bfia/wheels/task.py new file mode 100644 index 000000000..0130f4e0d --- /dev/null +++ b/python/fate_flow/adapter/bfia/wheels/task.py @@ -0,0 +1,174 @@ +from copy import deepcopy + +from fate_flow.adapter.bfia.utils.entity.status import TaskStatus, EndStatus +from fate_flow.adapter.bfia.utils.spec.job import DagSchemaSpec +from fate_flow.adapter.bfia.wheels.federated import BfiaFederatedScheduler +from fate_flow.adapter.bfia.wheels.parser import get_dag_parser +from fate_flow.adapter.bfia.wheels.saver import BfiaJobSaver as JobSaver +from fate_flow.controller.task_controller import TaskController +from fate_flow.db import Task +from fate_flow.entity.types import PROTOCOL +from fate_flow.runtime.system_settings import PARTY_ID +from fate_flow.utils import job_utils +from fate_flow.utils.log_utils import schedule_logger + + +class BfiaTaskController(TaskController): + @classmethod + def create_local_tasks(cls, job_id, task_id, task_name, dag): + schedule_logger(job_id).info(f"start create tasks") + dag_schema = DagSchemaSpec.parse_obj(dag) + job_parser = get_dag_parser(dag_schema) + # get runtime roles + roles = job_parser.get_runtime_roles_on_party(task_name, party_id=PARTY_ID) + tasks = [] + for role in roles: + tasks.append(cls.create_local_task(job_id, role, PARTY_ID, task_id, task_name, dag_schema, job_parser)) + schedule_logger(job_id).info("create tasks success") + return tasks + + @classmethod + def create_local_task( + cls, job_id, role, node_id, task_id, task_name, dag_schema, job_parser, task_version=0 + ): + execution_id = job_utils.generate_session_id(task_id, task_version, role, node_id) + task_node = job_parser.get_task_node(task_name=task_name) + task_parser = job_parser.task_parser( + task_node=task_node, job_id=job_id, task_name=task_name, role=role, party_id=node_id, + task_id=task_id, task_version=task_version + ) + task_parameters = task_parser.task_parameters + schedule_logger(job_id).info(f"task {task_name} role {role} part id {node_id} task_parameters" + f" {task_parameters.dict()}, provider: {task_parser.provider}") + task = Task() + task.f_job_id = job_id + task.f_role = role + task.f_party_id = node_id + task.f_task_name = task_name + task.f_component = task_parser.component_ref + task.f_task_id = task_id + task.f_task_version = task_version + task.f_scheduler_party_id = dag_schema.dag.config.initiator.node_id + task.f_status = TaskStatus.READY + task.f_party_status = TaskStatus.READY + task.f_execution_id = execution_id + task.f_provider_name = task_parser.provider + task.f_sync_type = dag_schema.dag.config.job_params.common.sync_type + task.f_task_run = {} + task.f_task_cores = 0 + task.f_protocol = PROTOCOL.BFIA + task.f_component_parameters = task_parameters.dict() + JobSaver.create_task(task.to_human_model_dict()) + return task + + @classmethod + def start_tasks(cls, job_id, task_id, task_name): + # creating a task before starting + jobs = JobSaver.query_job(job_id=job_id) + if not jobs: + raise RuntimeError(f"No found job {job_id}") + job = jobs[0] + tasks = cls.create_local_tasks(job_id, task_id, task_name, job.f_dag) + status_list = [] + + # start + for task in tasks: + schedule_logger(job_id).info(f"start {task.f_role} {task.f_party_id} task") + status_list.append(cls.start_task(task)) + if TaskStatus.FAILED in status_list: + return False + return True + + @classmethod + def stop_local_task(cls, job_id, task_name): + stop_status = TaskStatus.FAILED + tasks = JobSaver.query_task(job_id=job_id, task_name=task_name) + for task in tasks: + + schedule_logger(job_id=job_id).info(f"[stop]start to kill task {task.f_task_name} " + f"status {task.f_task_status}") + status = cls.stop_task(task, stop_status=stop_status) + schedule_logger(job_id=job_id).info(f"[stop]Kill {task.f_task_name} task completed: {status}") + + @classmethod + def update_task_info(cls, task_info, callback): + info = deepcopy(task_info) + if "task_version" not in info: + task_info = JobSaver.query_task(task_id=info.get("task_id")) + for task in task_info: + if "role" not in info: + info["role"] = task.f_role + info["party_id"] = task.f_party_id + info["task_version"] = task.f_task_version + info["job_id"] = task.f_job_id + callback(info) + else: + callback(info) + + @classmethod + def update_task(cls, task_info): + update_status = False + try: + update_status = JobSaver.update_task(task_info=task_info) + except Exception as e: + schedule_logger(task_info["job_id"]).exception(e) + finally: + return update_status + + @classmethod + def update_task_status(cls, task_info, scheduler_party_id=None, sync_type=None): + schedule_logger(task_info["job_id"]).info(f"update task status to {task_info.get('party_status')}") + status = task_info.get("status") or task_info.get("party_status") + if status: + task_info["status"] = status.upper() + task_info["party_status"] = status.upper() + update_status = JobSaver.update_task_status(task_info=task_info) + return update_status + + @classmethod + def poll_task(cls, task_id, role): + tasks = JobSaver.query_task(task_id=task_id, party_id=PARTY_ID) + if not tasks: + raise RuntimeError(f"No found task: {task_id} node id {PARTY_ID}") + status = cls.calculate_multi_party_task_status([task.f_party_status for task in tasks]) + return status + + @classmethod + def callback_task_to_scheduler(cls, scheduler_party_id, task_id, status, role): + task_info = { + "task_id": task_id, + "status": status, + "role": role + } + return BfiaFederatedScheduler.request_report_task(party_id=scheduler_party_id, command_body=task_info) + + @classmethod + def query_tasks_status(cls, job_id): + all_status = {} + status = {} + for task in JobSaver.query_task(job_id=job_id): + if task.f_task_id not in all_status: + all_status[task.f_task_id] = [task.f_party_status] + else: + all_status[task.f_task_id].append(task.f_party_status) + + for task_id, status_list in all_status.items(): + status[task_id] = cls.calculate_multi_party_task_status(status_list) + return status + + @classmethod + def calculate_multi_party_task_status(cls, tasks_party_status): + tmp_status_set = set(tasks_party_status) + if len(tmp_status_set) == 1: + return tmp_status_set.pop() + else: + if TaskStatus.FAILED in tmp_status_set: + return TaskStatus.FAILED + if TaskStatus.RUNNING in tmp_status_set: + return TaskStatus.RUNNING + if TaskStatus.READY in tmp_status_set: + return TaskStatus.READY + if TaskStatus.PENDING in tmp_status_set: + return TaskStatus.PENDING + if TaskStatus.SUCCESS in tmp_status_set: + return TaskStatus.SUCCESS From a08437bc848c9d7fd97167c1a18dba59bb3a9fbd Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 23 Oct 2023 14:49:30 +0800 Subject: [PATCH 324/482] Code adjustment Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/adapter/bfia/db/__init__.py | 21 +----- python/fate_flow/adapter/bfia/db/output.py | 20 ++++++ .../adapter/bfia/scheduler/scheduler.py | 4 -- python/fate_flow/apps/client/data_app.py | 2 +- python/fate_flow/apps/client/log_app.py | 2 +- python/fate_flow/apps/client/model_app.py | 2 +- python/fate_flow/apps/client/output_app.py | 6 +- python/fate_flow/apps/client/table_app.py | 5 +- .../fate_flow/apps/scheduler/scheduler_app.py | 2 +- python/fate_flow/apps/worker/worker_app.py | 8 +-- .../components/components/download.py | 2 +- .../fate_flow/components/components/upload.py | 4 +- .../{ => components}/entrypoint/cli.py | 22 +++++- .../components/entrypoint/component.py | 36 ---------- .../{ => components}/entrypoint/runner.py | 9 +-- python/fate_flow/controller/job_controller.py | 67 ++++++++++++++++-- python/fate_flow/engine/backend/_base.py | 8 +-- .../engine/backend/eggroll_deepspeed.py | 2 +- python/fate_flow/engine/devices/_local.py | 4 +- .../fate_flow/engine/storage/file/_table.py | 2 +- .../fate_flow/engine/storage/hdfs/_table.py | 2 +- python/fate_flow/fate_flow_server.py | 4 +- .../hub/components_wraps/fate/_wraps.py | 2 +- python/fate_flow/hub/flow_hub.py | 3 +- python/fate_flow/hub/parser/fate/_parser.py | 2 +- python/fate_flow/hub/provider/docker.py | 21 ------ .../manager/components/component_manager.py | 1 + .../fate_flow/manager/components/download.py | 3 +- python/fate_flow/manager/data/__init__.py | 14 ---- python/fate_flow/manager/log/__init__.py | 14 ---- python/fate_flow/manager/metric/__init__.py | 14 ---- python/fate_flow/manager/model/__init__.py | 14 ---- python/fate_flow/manager/outputs/__init__.py | 0 .../{data/data_manager.py => outputs/data.py} | 17 ++++- .../{log/log_manager.py => outputs/log.py} | 0 .../metric_manager.py => outputs/metric.py} | 0 .../{ => outputs}/model/engine/__init__.py | 4 +- .../{ => outputs}/model/engine/_mysql.py | 0 .../model/engine/_tencent_cos.py | 0 .../{ => outputs}/model/handel/__init__.py | 9 ++- .../{ => outputs}/model/handel/_base.py | 3 +- .../{ => outputs}/model/handel/_file.py | 2 +- .../{ => outputs}/model/handel/_mysql.py | 5 +- .../model/handel/_tencent_cos.py | 4 +- .../{ => outputs}/model/model_manager.py | 4 +- .../manager/{ => outputs}/model/model_meta.py | 0 .../fate_flow/manager/permission/__init__.py | 0 .../manager/service/output_manager.py | 30 -------- .../{ => manager}/worker/fate_executor.py | 0 .../worker/fate_flow_executor.py | 2 +- python/fate_flow/operation/job_tracker.py | 14 ---- python/fate_flow/runtime/system_settings.py | 1 - python/fate_flow/scheduler/__init__.py | 2 +- .../{detection => scheduler}/detector.py | 0 .../{job_scheduler.py => scheduler.py} | 68 ------------------- python/fate_flow/worker/__init__.py | 14 ---- 56 files changed, 167 insertions(+), 334 deletions(-) create mode 100644 python/fate_flow/adapter/bfia/db/output.py rename python/fate_flow/{ => components}/entrypoint/cli.py (89%) delete mode 100644 python/fate_flow/components/entrypoint/component.py rename python/fate_flow/{ => components}/entrypoint/runner.py (79%) delete mode 100644 python/fate_flow/manager/data/__init__.py delete mode 100644 python/fate_flow/manager/log/__init__.py delete mode 100644 python/fate_flow/manager/metric/__init__.py delete mode 100644 python/fate_flow/manager/model/__init__.py create mode 100644 python/fate_flow/manager/outputs/__init__.py rename python/fate_flow/manager/{data/data_manager.py => outputs/data.py} (96%) rename python/fate_flow/manager/{log/log_manager.py => outputs/log.py} (100%) rename python/fate_flow/manager/{metric/metric_manager.py => outputs/metric.py} (100%) rename python/fate_flow/manager/{ => outputs}/model/engine/__init__.py (80%) rename python/fate_flow/manager/{ => outputs}/model/engine/_mysql.py (100%) rename python/fate_flow/manager/{ => outputs}/model/engine/_tencent_cos.py (100%) rename python/fate_flow/manager/{ => outputs}/model/handel/__init__.py (70%) rename python/fate_flow/manager/{ => outputs}/model/handel/_base.py (98%) rename python/fate_flow/manager/{ => outputs}/model/handel/_file.py (97%) rename python/fate_flow/manager/{ => outputs}/model/handel/_mysql.py (94%) rename python/fate_flow/manager/{ => outputs}/model/handel/_tencent_cos.py (94%) rename python/fate_flow/manager/{ => outputs}/model/model_manager.py (96%) rename python/fate_flow/manager/{ => outputs}/model/model_meta.py (100%) create mode 100644 python/fate_flow/manager/permission/__init__.py delete mode 100644 python/fate_flow/manager/service/output_manager.py rename python/fate_flow/{ => manager}/worker/fate_executor.py (100%) rename python/fate_flow/{ => manager}/worker/fate_flow_executor.py (93%) delete mode 100644 python/fate_flow/operation/job_tracker.py rename python/fate_flow/{detection => scheduler}/detector.py (100%) rename python/fate_flow/scheduler/{job_scheduler.py => scheduler.py} (91%) delete mode 100644 python/fate_flow/worker/__init__.py diff --git a/python/fate_flow/adapter/bfia/db/__init__.py b/python/fate_flow/adapter/bfia/db/__init__.py index b555d8b53..d901f11d9 100644 --- a/python/fate_flow/adapter/bfia/db/__init__.py +++ b/python/fate_flow/adapter/bfia/db/__init__.py @@ -1,20 +1,3 @@ -from peewee import CompositeKey, CharField, TextField, BigIntegerField +__all__ = ["ComponentOutput"] -from fate_flow.db import DataBaseModel, JSONField - - -class ComponentOutput(DataBaseModel): - f_job_id = CharField(max_length=25, index=True) - f_role = CharField(max_length=50, index=True) - f_node_id = CharField(max_length=50, index=True) - f_task_name = CharField(max_length=50) - f_component = CharField(max_length=50) - f_task_id = CharField(max_length=100) - f_type = CharField(max_length=20) - f_key = CharField(max_length=20) - f_engine = JSONField() - f_address = JSONField() - - class Meta: - db_table = "t_bfia_component_output" - primary_key = CompositeKey('f_job_id', 'f_role', 'f_node_id', 'f_task_id', 'f_type', 'f_key') +from fate_flow.adapter.bfia.db.output import ComponentOutput diff --git a/python/fate_flow/adapter/bfia/db/output.py b/python/fate_flow/adapter/bfia/db/output.py new file mode 100644 index 000000000..b555d8b53 --- /dev/null +++ b/python/fate_flow/adapter/bfia/db/output.py @@ -0,0 +1,20 @@ +from peewee import CompositeKey, CharField, TextField, BigIntegerField + +from fate_flow.db import DataBaseModel, JSONField + + +class ComponentOutput(DataBaseModel): + f_job_id = CharField(max_length=25, index=True) + f_role = CharField(max_length=50, index=True) + f_node_id = CharField(max_length=50, index=True) + f_task_name = CharField(max_length=50) + f_component = CharField(max_length=50) + f_task_id = CharField(max_length=100) + f_type = CharField(max_length=20) + f_key = CharField(max_length=20) + f_engine = JSONField() + f_address = JSONField() + + class Meta: + db_table = "t_bfia_component_output" + primary_key = CompositeKey('f_job_id', 'f_role', 'f_node_id', 'f_task_id', 'f_type', 'f_key') diff --git a/python/fate_flow/adapter/bfia/scheduler/scheduler.py b/python/fate_flow/adapter/bfia/scheduler/scheduler.py index 70ef984a8..3b302c9f1 100644 --- a/python/fate_flow/adapter/bfia/scheduler/scheduler.py +++ b/python/fate_flow/adapter/bfia/scheduler/scheduler.py @@ -81,10 +81,6 @@ def schedule_running_job(self, job: ScheduleJob): self.finish(job=job) schedule_logger(job.f_job_id).info("finish scheduling running job") - @staticmethod - def get_name(): - return PROTOCOL.BFIA - @classmethod def create_all_job(cls, dag, job_id=None): dag_schema = DagSchemaSpec(**dag) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index dcb78c652..b6be0c963 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -19,7 +19,7 @@ DROP from fate_flow.engine import storage from fate_flow.manager.components.component_manager import ComponentManager -from fate_flow.manager.data.data_manager import DataManager +from fate_flow.manager.outputs.data import DataManager from fate_flow.utils.api_utils import API from fate_flow.errors.server_error import NoFoundTable diff --git a/python/fate_flow/apps/client/log_app.py b/python/fate_flow/apps/client/log_app.py index 23ecfd753..3d6ec2acc 100644 --- a/python/fate_flow/apps/client/log_app.py +++ b/python/fate_flow/apps/client/log_app.py @@ -16,7 +16,7 @@ from webargs import fields from fate_flow.apps.desc import LOG_TYPE, JOB_ID, ROLE, PARTY_ID, TASK_NAME, INSTANCE_ID, BEGIN, END -from fate_flow.manager.log.log_manager import LogManager +from fate_flow.manager.outputs.log import LogManager from fate_flow.utils.api_utils import API from fate_flow.utils.wraps_utils import cluster_route diff --git a/python/fate_flow/apps/client/model_app.py b/python/fate_flow/apps/client/model_app.py index 5b940515b..b8e4e544d 100644 --- a/python/fate_flow/apps/client/model_app.py +++ b/python/fate_flow/apps/client/model_app.py @@ -21,7 +21,7 @@ from fate_flow.apps.desc import MODEL_ID, MODEL_VERSION, PARTY_ID, ROLE, SERVER_DIR_PATH, TASK_NAME, OUTPUT_KEY from fate_flow.errors.server_error import NoFoundFile -from fate_flow.manager.model.model_manager import PipelinedModel +from fate_flow.manager.outputs.model import PipelinedModel from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 1f615c09d..7b829c3e6 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -18,9 +18,9 @@ from fate_flow.apps.desc import JOB_ID, ROLE, PARTY_ID, TASK_NAME, FILTERS, OUTPUT_KEY from fate_flow.entity.code import ReturnCode from fate_flow.errors.server_error import NoFoundTask -from fate_flow.manager.data.data_manager import DataManager -from fate_flow.manager.model.model_manager import PipelinedModel -from fate_flow.manager.metric.metric_manager import OutputMetric +from fate_flow.manager.outputs.data import DataManager +from fate_flow.manager.outputs.model import PipelinedModel +from fate_flow.manager.outputs.metric import OutputMetric from fate_flow.operation.job_saver import JobSaver from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/apps/client/table_app.py b/python/fate_flow/apps/client/table_app.py index 35bb6c6db..459318d92 100644 --- a/python/fate_flow/apps/client/table_app.py +++ b/python/fate_flow/apps/client/table_app.py @@ -17,10 +17,9 @@ from fate_flow.apps.desc import NAMESPACE, NAME, DISPLAY, SERVER_FILE_PATH from fate_flow.engine import storage -from fate_flow.engine.storage import Session, StorageEngine -from fate_flow.entity.code import ReturnCode +from fate_flow.engine.storage import StorageEngine from fate_flow.errors.server_error import NoFoundTable -from fate_flow.manager.data.data_manager import DataManager +from fate_flow.manager.outputs.data import DataManager from fate_flow.utils.api_utils import API page_name = "table" diff --git a/python/fate_flow/apps/scheduler/scheduler_app.py b/python/fate_flow/apps/scheduler/scheduler_app.py index bf2d32e55..e7e269f1f 100644 --- a/python/fate_flow/apps/scheduler/scheduler_app.py +++ b/python/fate_flow/apps/scheduler/scheduler_app.py @@ -17,7 +17,7 @@ from fate_flow.entity.spec.dag import DAGSchema from fate_flow.errors.server_error import UpdateTaskFailed from fate_flow.operation.job_saver import ScheduleJobSaver -from fate_flow.scheduler.job_scheduler import DAGScheduler +from fate_flow.scheduler.scheduler import DAGScheduler from fate_flow.utils.api_utils import API page_name = 'scheduler' diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 89a6c6282..c68006327 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -12,7 +12,6 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -import json from flask import request from webargs import fields @@ -20,10 +19,9 @@ from fate_flow.controller.task_controller import TaskController from fate_flow.entity.code import ReturnCode from fate_flow.errors.server_error import NoFoundTask -from fate_flow.manager.data.data_manager import DataManager -from fate_flow.manager.model.model_manager import PipelinedModel -from fate_flow.manager.metric.metric_manager import OutputMetric -from fate_flow.manager.service.output_manager import OutputDataTracking +from fate_flow.manager.outputs.data import DataManager, OutputDataTracking +from fate_flow.manager.outputs.model import PipelinedModel +from fate_flow.manager.outputs.metric import OutputMetric from fate_flow.operation.job_saver import JobSaver from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/components/components/download.py b/python/fate_flow/components/components/download.py index 4be33737f..12b9c3121 100644 --- a/python/fate_flow/components/components/download.py +++ b/python/fate_flow/components/components/download.py @@ -17,7 +17,7 @@ from fate_flow.components import cpn from fate_flow.engine import storage from fate_flow.errors.server_error import NoFoundTable -from fate_flow.manager.data.data_manager import DataManager +from fate_flow.manager.outputs.data import DataManager @cpn.component() diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 0e8898a0c..8bce16971 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -18,9 +18,9 @@ from typing import Union from fate_flow.components import cpn -from fate_flow.engine.storage import Session, StorageEngine, DataType, StorageTableMeta, StorageOrigin +from fate_flow.engine.storage import Session, StorageEngine, DataType, StorageTableMeta from fate_flow.entity.spec.dag import ArtifactSource -from fate_flow.manager.data.data_manager import DatasetManager +from fate_flow.manager.outputs.data import DatasetManager from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME from fate_flow.utils.file_utils import get_fate_flow_directory diff --git a/python/fate_flow/entrypoint/cli.py b/python/fate_flow/components/entrypoint/cli.py similarity index 89% rename from python/fate_flow/entrypoint/cli.py rename to python/fate_flow/components/entrypoint/cli.py index f7fd047ec..62cfe59ce 100644 --- a/python/fate_flow/entrypoint/cli.py +++ b/python/fate_flow/components/entrypoint/cli.py @@ -19,10 +19,11 @@ import click -from fate_flow.components.entrypoint.component import execute_component -from fate_flow.entity.spec.dag import PreTaskConfigSpec, TaskConfigSpec, TaskCleanupConfigSpec +from fate_flow.entity.spec.dag import PreTaskConfigSpec, TaskConfigSpec from fate_flow.hub.flow_hub import FlowHub +logger = logging.getLogger(__name__) + @click.group() def component(): @@ -110,3 +111,20 @@ def load_config_from_env(configs, env_name): if env_name is not None and os.environ.get(env_name): configs.update(yaml.safe_load(os.environ[env_name])) return configs + + +def execute_component(config: TaskConfigSpec): + component = load_component(config.component) + cpn_config = config.parameters + cpn_config["job_id"] = config.job_id + logger.info(f"cpn_config： {cpn_config}") + + component.execute(cpn_config) + + +def load_component(cpn_name: str): + from fate_flow.components.components import BUILDIN_COMPONENTS + + for cpn in BUILDIN_COMPONENTS: + if cpn.name == cpn_name: + return cpn diff --git a/python/fate_flow/components/entrypoint/component.py b/python/fate_flow/components/entrypoint/component.py deleted file mode 100644 index ae2240dff..000000000 --- a/python/fate_flow/components/entrypoint/component.py +++ /dev/null @@ -1,36 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import logging - -from fate_flow.entity.spec.dag import TaskConfigSpec - -logger = logging.getLogger(__name__) - - -def execute_component(config: TaskConfigSpec): - component = load_component(config.component) - cpn_config = config.parameters - cpn_config["job_id"] = config.job_id - logger.info(f"cpn_config： {cpn_config}") - - component.execute(cpn_config) - - -def load_component(cpn_name: str): - from fate_flow.components.components import BUILDIN_COMPONENTS - - for cpn in BUILDIN_COMPONENTS: - if cpn.name == cpn_name: - return cpn diff --git a/python/fate_flow/entrypoint/runner.py b/python/fate_flow/components/entrypoint/runner.py similarity index 79% rename from python/fate_flow/entrypoint/runner.py rename to python/fate_flow/components/entrypoint/runner.py index f62e05204..e63f2bbe9 100644 --- a/python/fate_flow/entrypoint/runner.py +++ b/python/fate_flow/components/entrypoint/runner.py @@ -13,21 +13,16 @@ # See the License for the specific language governing permissions and # limitations under the License. # -import argparse - -from fate_flow.entity import BaseEntity -from fate_flow.utils.log import getLogger - class Submit: @staticmethod def run(): import click - from fate_flow.entrypoint.cli import component + from fate_flow.components.entrypoint.cli import component cli = click.Group() cli.add_command(component) - cli(prog_name="python -m fate_flow.entrypoint") + cli(prog_name="python -m fate_flow.components.entrypoint") if __name__ == "__main__": diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 300c015eb..258a8ad4c 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -15,22 +15,24 @@ # import os import shutil +from copy import deepcopy from fate_flow.controller.task_controller import TaskController from fate_flow.db import Job from fate_flow.engine.storage import Session from fate_flow.entity.spec.dag import DAGSchema, InheritConfSpec -from fate_flow.entity.types import EndStatus, JobStatus, TaskStatus +from fate_flow.entity.types import EndStatus, JobStatus, TaskStatus, EngineType, ComputingEngine from fate_flow.entity.code import ReturnCode from fate_flow.errors.server_error import NoFoundJob -from fate_flow.manager.metric.metric_manager import OutputMetric -from fate_flow.manager.model.model_manager import PipelinedModel -from fate_flow.manager.model.model_meta import ModelMeta -from fate_flow.manager.service.output_manager import OutputDataTracking +from fate_flow.manager.outputs.metric import OutputMetric +from fate_flow.manager.outputs.model import PipelinedModel, ModelMeta +from fate_flow.manager.outputs.data import OutputDataTracking from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver from fate_flow.controller.federated import FederatedScheduler -from fate_flow.scheduler.job_scheduler import DAGScheduler +from fate_flow.runtime.job_default_config import JobDefaultConfig +from fate_flow.runtime.system_settings import ENGINES, IGNORE_RESOURCE_ROLES, COMPUTING_CONF +from fate_flow.scheduler.scheduler import DAGScheduler from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.job_utils import get_job_log_directory, save_job_dag from fate_flow.utils.log_utils import schedule_logger @@ -96,7 +98,7 @@ def create_job(cls, dag, schema_version, job_id: str, role: str, party_id: str): "model_id": dag_schema.dag.conf.model_id, "model_version": dag_schema.dag.conf.model_version } - party_parameters, task_run, task_cores = DAGScheduler.adapt_party_parameters(dag_schema, role) + party_parameters, task_run, task_cores = cls.adapt_party_parameters(dag_schema, role) schedule_logger(job_id).info(f"party_job_parameters: {party_parameters}") schedule_logger(job_id).info(f"role {role} party_id {party_id} task run: {task_run}, task cores {task_cores}") job_info.update(party_parameters) @@ -327,6 +329,57 @@ def add_notes(job_id, role, party_id, notes): } return JobSaver.update_job(job_info) + @classmethod + def adapt_party_parameters(cls, dag_schema: DAGSchema, role): + cores, task_run, task_cores = cls.calculate_resource(dag_schema, role) + job_info = {"cores": cores, "remaining_cores": cores} + if dag_schema.dag.conf.inheritance: + job_info.update({"inheritance": dag_schema.dag.conf.inheritance.dict()}) + return job_info, task_run, task_cores + + @classmethod + def calculate_resource(cls, dag_schema: DAGSchema, role): + cores = dag_schema.dag.conf.cores if dag_schema.dag.conf.cores else JobDefaultConfig.job_cores + if dag_schema.dag.conf.task and dag_schema.dag.conf.task.run: + task_run = dag_schema.dag.conf.task.run + else: + task_run = {} + task_cores = cores + default_task_run = deepcopy(JobDefaultConfig.task_run.get(ENGINES.get(EngineType.COMPUTING), {})) + if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.SPARK: + if "num-executors" not in task_run: + task_run["num-executors"] = default_task_run.get("num-executors") + if "executor-cores" not in task_run: + task_run["executor-cores"] = default_task_run.get("executor-cores") + if role in IGNORE_RESOURCE_ROLES: + task_run["num-executors"] = 1 + task_run["executor-cores"] = 1 + task_cores = int(task_run.get("num-executors")) * (task_run.get("executor-cores")) + if task_cores > cores: + cores = task_cores + if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.EGGROLL: + if "eggroll.session.processors.per.node" not in task_run: + task_run["eggroll.session.processors.per.node"] = \ + default_task_run.get("eggroll.session.processors.per.node") + task_cores = int(task_run.get("eggroll.session.processors.per.node")) * COMPUTING_CONF.get( + ComputingEngine.EGGROLL).get("nodes") + if task_cores > cores: + cores = task_cores + if role in IGNORE_RESOURCE_ROLES: + task_run["eggroll.session.processors.per.node"] = 1 + if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.STANDALONE: + if "cores" not in task_run: + task_run["cores"] = default_task_run.get("cores") + task_cores = int(task_run.get("cores")) + if task_cores > cores: + cores = task_cores + if role in IGNORE_RESOURCE_ROLES: + task_run["cores"] = 1 + if role in IGNORE_RESOURCE_ROLES: + cores = 0 + task_cores = 0 + return cores, task_run, task_cores + class JobInheritance: @classmethod diff --git a/python/fate_flow/engine/backend/_base.py b/python/fate_flow/engine/backend/_base.py index f98b10ad3..60a0c4ec9 100644 --- a/python/fate_flow/engine/backend/_base.py +++ b/python/fate_flow/engine/backend/_base.py @@ -91,11 +91,11 @@ def cleanup(self, provider_name, task_info, config, party_task_id, **kwargs): @staticmethod def generate_component_run_cmd(provider_name, conf_path, output_path=""): if provider_name == ProviderName.FATE: - from fate_flow.worker.fate_executor import FateSubmit + from fate_flow.manager.worker.fate_executor import FateSubmit module_file_path = sys.modules[FateSubmit.__module__].__file__ elif provider_name == ProviderName.FATE_FLOW: - from fate_flow.worker.fate_flow_executor import FateFlowSubmit + from fate_flow.manager.worker.fate_flow_executor import FateFlowSubmit module_file_path = sys.modules[FateFlowSubmit.__module__].__file__ else: @@ -117,7 +117,7 @@ def generate_component_run_cmd(provider_name, conf_path, output_path=""): def generate_component_define_cmd(provider_name, component_ref, role, stage, define_file): cmd = [] if provider_name == ProviderName.FATE: - from fate_flow.worker.fate_executor import FateSubmit + from fate_flow.manager.worker.fate_executor import FateSubmit module_file_path = sys.modules[FateSubmit.__module__].__file__ cmd = [ module_file_path, @@ -138,7 +138,7 @@ def generate_component_define_cmd(provider_name, component_ref, role, stage, def def generate_cleanup_cmd(provider_name): cmd = [] if provider_name == ProviderName.FATE: - from fate_flow.worker.fate_executor import FateSubmit + from fate_flow.manager.worker.fate_executor import FateSubmit module_file_path = sys.modules[FateSubmit.__module__].__file__ cmd = [ module_file_path, diff --git a/python/fate_flow/engine/backend/eggroll_deepspeed.py b/python/fate_flow/engine/backend/eggroll_deepspeed.py index dd8f2c395..5f09473c6 100644 --- a/python/fate_flow/engine/backend/eggroll_deepspeed.py +++ b/python/fate_flow/engine/backend/eggroll_deepspeed.py @@ -23,7 +23,7 @@ from fate_flow.engine.backend._base import LocalEngine from fate_flow.entity.types import BaseStatus, TaskStatus from fate_flow.utils import job_utils -from fate_flow.worker.fate_executor import FateSubmit +from fate_flow.manager.worker.fate_executor import FateSubmit logger = logging.getLogger(__name__) diff --git a/python/fate_flow/engine/devices/_local.py b/python/fate_flow/engine/devices/_local.py index 4891bc369..2fcf3d4b6 100644 --- a/python/fate_flow/engine/devices/_local.py +++ b/python/fate_flow/engine/devices/_local.py @@ -57,7 +57,7 @@ def cleanup(self, task: Task): @staticmethod def generate_cmd(): - from fate_flow.entrypoint.runner import Submit + from fate_flow.components.entrypoint.runner import Submit module_file_path = sys.modules[Submit.__module__].__file__ common_cmd = [ module_file_path, @@ -70,7 +70,7 @@ def generate_cmd(): @staticmethod def generate_cleanup_cmd(): - from fate_flow.entrypoint.runner import Submit + from fate_flow.components.entrypoint.runner import Submit module_file_path = sys.modules[Submit.__module__].__file__ common_cmd = [ module_file_path, diff --git a/python/fate_flow/engine/storage/file/_table.py b/python/fate_flow/engine/storage/file/_table.py index d88da3ce6..864d501f3 100644 --- a/python/fate_flow/engine/storage/file/_table.py +++ b/python/fate_flow/engine/storage/file/_table.py @@ -21,7 +21,7 @@ from pyarrow import fs from fate_flow.engine.storage import StorageTableBase, StorageEngine -from fate_flow.manager.data.data_manager import DataManager +from fate_flow.manager.outputs.data import DataManager from fate_flow.utils.log import getLogger LOGGER = getLogger() diff --git a/python/fate_flow/engine/storage/hdfs/_table.py b/python/fate_flow/engine/storage/hdfs/_table.py index 257ceccd9..c426256e5 100644 --- a/python/fate_flow/engine/storage/hdfs/_table.py +++ b/python/fate_flow/engine/storage/hdfs/_table.py @@ -20,7 +20,7 @@ from fate_flow.engine.storage import StorageTableBase from fate_flow.engine.storage._types import StorageEngine -from fate_flow.manager.data.data_manager import DataManager +from fate_flow.manager.outputs.data import DataManager from fate_flow.utils.log import getLogger diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index 37559e1dd..79326f2e3 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -30,14 +30,14 @@ from fate_flow.manager.service.service_manager import service_db from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.db.base_models import init_database_tables as init_flow_db -from fate_flow.detection.detector import Detector, FederatedDetector +from fate_flow.scheduler.detector import Detector, FederatedDetector from fate_flow.entity.types import ProcessRole from fate_flow.scheduler import init_scheduler from fate_flow.runtime.system_settings import ( GRPC_PORT, GRPC_SERVER_MAX_WORKERS, HOST, HTTP_PORT , GRPC_OPTIONS, FATE_FLOW_LOG_DIR, LOG_LEVEL, ) -from fate_flow.scheduler.job_scheduler import DAGScheduler +from fate_flow.scheduler.scheduler import DAGScheduler from fate_flow.utils import process_utils from fate_flow.utils.grpc_utils import UnaryService, UnaryServiceOSX from fate_flow.utils.log import LoggerFactory, getLogger diff --git a/python/fate_flow/hub/components_wraps/fate/_wraps.py b/python/fate_flow/hub/components_wraps/fate/_wraps.py index c17b7819a..636f349b5 100644 --- a/python/fate_flow/hub/components_wraps/fate/_wraps.py +++ b/python/fate_flow/hub/components_wraps/fate/_wraps.py @@ -33,7 +33,7 @@ JsonModelArtifactType from fate_flow.hub.components_wraps import WrapsABC -from fate_flow.manager.data.data_manager import DataManager, DatasetManager +from fate_flow.manager.outputs.data import DataManager, DatasetManager from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME, DEFAULT_OUTPUT_DATA_PARTITIONS from fate_flow.utils import job_utils diff --git a/python/fate_flow/hub/flow_hub.py b/python/fate_flow/hub/flow_hub.py index 10dc16f05..60633f009 100644 --- a/python/fate_flow/hub/flow_hub.py +++ b/python/fate_flow/hub/flow_hub.py @@ -18,8 +18,7 @@ from fate_flow.entity.types import ProviderName, ProviderDevice from fate_flow.hub.parser import JobParserABC from fate_flow.runtime.component_provider import ComponentProvider -from fate_flow.runtime.system_settings import DEFAULT_JOB_PARSER_MODULE, DEFAULT_JOB_SCHEDULER_MODULE, \ - DEFAULT_COMPONENTS_WRAPS_MODULE +from fate_flow.runtime.system_settings import DEFAULT_JOB_PARSER_MODULE, DEFAULT_COMPONENTS_WRAPS_MODULE class FlowHub: diff --git a/python/fate_flow/hub/parser/fate/_parser.py b/python/fate_flow/hub/parser/fate/_parser.py index 4518c271b..1eeece56b 100644 --- a/python/fate_flow/hub/parser/fate/_parser.py +++ b/python/fate_flow/hub/parser/fate/_parser.py @@ -27,7 +27,7 @@ from fate_flow.entity.types import EngineType, FederationEngine, DataSet, InputArtifactType, ArtifactSourceType, \ ComputingEngine from fate_flow.errors.server_error import JobParamsError -from fate_flow.manager.model.model_meta import ModelMeta +from fate_flow.manager.outputs.model import ModelMeta from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.runtime.system_settings import ENGINES, PROXY, FATE_FLOW_CONF_PATH, HOST, HTTP_PORT, PROTOCOL, \ diff --git a/python/fate_flow/hub/provider/docker.py b/python/fate_flow/hub/provider/docker.py index e623392fa..9ff0cc597 100644 --- a/python/fate_flow/hub/provider/docker.py +++ b/python/fate_flow/hub/provider/docker.py @@ -41,25 +41,4 @@ def component_dict(self): @property def component_description(self): - desc_dict = {} - labels = self.manager.get_labels() - for _key, cpn_name in self.component_dict.items(): - # _key = "component.n" - desc_dict[cpn_name] = {} - for key, value in labels.items(): - # key = "component.n.xxx" - if key.endswith(_key): - - desc_dict[cpn_name][key.lstrip(f"{_key}.")] = value - return {} - - @staticmethod - def _get_params(key): - if key.endswith("parameter"): - pass - - @staticmethod - def _get_items(key, type): - if key.endswith(type): - pass diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index c736adde7..15b7622b1 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -24,6 +24,7 @@ from fate_flow.engine import storage from fate_flow.errors.server_error import ExistsTable + class ComponentManager(Base): @classmethod def upload(cls, file, head, partitions, meta, namespace, name, extend_sid): diff --git a/python/fate_flow/manager/components/download.py b/python/fate_flow/manager/components/download.py index 08cc0d809..6ba4a83ca 100644 --- a/python/fate_flow/manager/components/download.py +++ b/python/fate_flow/manager/components/download.py @@ -13,11 +13,10 @@ # See the License for the specific language governing permissions and # limitations under the License. # -import logging as logger import os from fate_flow.engine import storage -from fate_flow.manager.data.data_manager import DataManager +from fate_flow.manager.outputs.data import DataManager class Param(object): diff --git a/python/fate_flow/manager/data/__init__.py b/python/fate_flow/manager/data/__init__.py deleted file mode 100644 index ae946a49c..000000000 --- a/python/fate_flow/manager/data/__init__.py +++ /dev/null @@ -1,14 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. diff --git a/python/fate_flow/manager/log/__init__.py b/python/fate_flow/manager/log/__init__.py deleted file mode 100644 index ae946a49c..000000000 --- a/python/fate_flow/manager/log/__init__.py +++ /dev/null @@ -1,14 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. diff --git a/python/fate_flow/manager/metric/__init__.py b/python/fate_flow/manager/metric/__init__.py deleted file mode 100644 index ae946a49c..000000000 --- a/python/fate_flow/manager/metric/__init__.py +++ /dev/null @@ -1,14 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. diff --git a/python/fate_flow/manager/model/__init__.py b/python/fate_flow/manager/model/__init__.py deleted file mode 100644 index ae946a49c..000000000 --- a/python/fate_flow/manager/model/__init__.py +++ /dev/null @@ -1,14 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. diff --git a/python/fate_flow/manager/outputs/__init__.py b/python/fate_flow/manager/outputs/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/outputs/data.py similarity index 96% rename from python/fate_flow/manager/data/data_manager.py rename to python/fate_flow/manager/outputs/data.py index 5e2cd2a99..96579e0ba 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/outputs/data.py @@ -18,21 +18,36 @@ import tarfile import uuid from tempfile import TemporaryDirectory +from typing import List from flask import send_file +from fate_flow.db import TrackingOutputInfo +from fate_flow.db.base_models import BaseModelOperate from fate_flow.engine import storage from fate_flow.engine.storage import Session, StorageEngine, DataType from fate_flow.entity.types import EggRollAddress, StandaloneAddress, HDFSAddress, PathAddress, ApiAddress from fate_flow.errors.server_error import NoFoundTable -from fate_flow.manager.service.output_manager import OutputDataTracking from fate_flow.runtime.system_settings import LOCALFS_DATA_HOME, STANDALONE_DATA_HOME, STORAGE from fate_flow.utils import job_utils from fate_flow.utils.io_utils import URI +from fate_flow.utils.wraps_utils import filter_parameters DELIMITER = '\t' +class OutputDataTracking(BaseModelOperate): + @classmethod + def create(cls, entity_info): + cls._create_entity(TrackingOutputInfo, entity_info) + + @classmethod + @filter_parameters() + def query(cls, reverse=False, **kwargs) -> List[TrackingOutputInfo]: + return cls._query(TrackingOutputInfo, reverse=reverse, order_by="index", **kwargs) + + + class DataManager: @classmethod def send_table( diff --git a/python/fate_flow/manager/log/log_manager.py b/python/fate_flow/manager/outputs/log.py similarity index 100% rename from python/fate_flow/manager/log/log_manager.py rename to python/fate_flow/manager/outputs/log.py diff --git a/python/fate_flow/manager/metric/metric_manager.py b/python/fate_flow/manager/outputs/metric.py similarity index 100% rename from python/fate_flow/manager/metric/metric_manager.py rename to python/fate_flow/manager/outputs/metric.py diff --git a/python/fate_flow/manager/model/engine/__init__.py b/python/fate_flow/manager/outputs/model/engine/__init__.py similarity index 80% rename from python/fate_flow/manager/model/engine/__init__.py rename to python/fate_flow/manager/outputs/model/engine/__init__.py index 67e7c8c82..a2b1d0bb9 100644 --- a/python/fate_flow/manager/model/engine/__init__.py +++ b/python/fate_flow/manager/outputs/model/engine/__init__.py @@ -12,7 +12,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.manager.model.engine._tencent_cos import TencentCosStorage -from fate_flow.manager.model.engine._mysql import MysqlModelStorage +from fate_flow.manager.outputs.model.engine._mysql import MysqlModelStorage +from fate_flow.manager.outputs.model.engine._tencent_cos import TencentCosStorage __all__ = ["MysqlModelStorage", "TencentCosStorage"] diff --git a/python/fate_flow/manager/model/engine/_mysql.py b/python/fate_flow/manager/outputs/model/engine/_mysql.py similarity index 100% rename from python/fate_flow/manager/model/engine/_mysql.py rename to python/fate_flow/manager/outputs/model/engine/_mysql.py diff --git a/python/fate_flow/manager/model/engine/_tencent_cos.py b/python/fate_flow/manager/outputs/model/engine/_tencent_cos.py similarity index 100% rename from python/fate_flow/manager/model/engine/_tencent_cos.py rename to python/fate_flow/manager/outputs/model/engine/_tencent_cos.py diff --git a/python/fate_flow/manager/model/handel/__init__.py b/python/fate_flow/manager/outputs/model/handel/__init__.py similarity index 70% rename from python/fate_flow/manager/model/handel/__init__.py rename to python/fate_flow/manager/outputs/model/handel/__init__.py index 0b0b60763..bea35412a 100644 --- a/python/fate_flow/manager/model/handel/__init__.py +++ b/python/fate_flow/manager/outputs/model/handel/__init__.py @@ -12,10 +12,9 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.manager.model.handel._base import IOHandle -from fate_flow.manager.model.handel._file import FileHandle -from fate_flow.manager.model.handel._mysql import MysqlHandel -from fate_flow.manager.model.handel._tencent_cos import TencentCosHandel - +from fate_flow.manager.outputs.model.handel._base import IOHandle +from fate_flow.manager.outputs.model.handel._file import FileHandle +from fate_flow.manager.outputs.model.handel._mysql import MysqlHandel +from fate_flow.manager.outputs.model.handel._tencent_cos import TencentCosHandel __all__ = ["IOHandle", "FileHandle", "MysqlHandel", "TencentCosHandel"] diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/outputs/model/handel/_base.py similarity index 98% rename from python/fate_flow/manager/model/handel/_base.py rename to python/fate_flow/manager/outputs/model/handel/_base.py index 5bc6bbe16..a4179908d 100644 --- a/python/fate_flow/manager/model/handel/_base.py +++ b/python/fate_flow/manager/outputs/model/handel/_base.py @@ -12,7 +12,6 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -import collections import json import os.path import tarfile @@ -23,7 +22,7 @@ from fate_flow.entity.spec.flow import Metadata from fate_flow.errors.server_error import NoFoundModelOutput -from fate_flow.manager.model.model_meta import ModelMeta +from fate_flow.manager.outputs.model.model_meta import ModelMeta from fate_flow.operation.job_saver import JobSaver diff --git a/python/fate_flow/manager/model/handel/_file.py b/python/fate_flow/manager/outputs/model/handel/_file.py similarity index 97% rename from python/fate_flow/manager/model/handel/_file.py rename to python/fate_flow/manager/outputs/model/handel/_file.py index d60661e32..4ab6317b2 100644 --- a/python/fate_flow/manager/model/handel/_file.py +++ b/python/fate_flow/manager/outputs/model/handel/_file.py @@ -22,7 +22,7 @@ from fate_flow.entity.spec.flow import FileStorageSpec from fate_flow.entity.types import ModelStorageEngine -from fate_flow.manager.model.handel import IOHandle +from fate_flow.manager.outputs.model.handel import IOHandle from fate_flow.runtime.system_settings import MODEL_STORE_PATH diff --git a/python/fate_flow/manager/model/handel/_mysql.py b/python/fate_flow/manager/outputs/model/handel/_mysql.py similarity index 94% rename from python/fate_flow/manager/model/handel/_mysql.py rename to python/fate_flow/manager/outputs/model/handel/_mysql.py index 4bc2865df..1a52f8420 100644 --- a/python/fate_flow/manager/model/handel/_mysql.py +++ b/python/fate_flow/manager/outputs/model/handel/_mysql.py @@ -13,7 +13,6 @@ # See the License for the specific language governing permissions and # limitations under the License. import io -import os import tarfile from flask import send_file @@ -21,8 +20,8 @@ from fate_flow.entity.spec.flow import MysqlStorageSpec from fate_flow.entity.types import ModelStorageEngine -from fate_flow.manager.model.engine import MysqlModelStorage -from fate_flow.manager.model.handel import IOHandle +from fate_flow.manager.outputs.model.engine import MysqlModelStorage +from fate_flow.manager.outputs.model.handel import IOHandle class MysqlHandel(IOHandle): diff --git a/python/fate_flow/manager/model/handel/_tencent_cos.py b/python/fate_flow/manager/outputs/model/handel/_tencent_cos.py similarity index 94% rename from python/fate_flow/manager/model/handel/_tencent_cos.py rename to python/fate_flow/manager/outputs/model/handel/_tencent_cos.py index 02d88fe2b..eb9424317 100644 --- a/python/fate_flow/manager/model/handel/_tencent_cos.py +++ b/python/fate_flow/manager/outputs/model/handel/_tencent_cos.py @@ -20,8 +20,8 @@ from fate_flow.entity.spec.flow import TencentCosStorageSpec from fate_flow.entity.types import ModelStorageEngine -from fate_flow.manager.model.engine import TencentCosStorage -from fate_flow.manager.model.handel import IOHandle +from fate_flow.manager.outputs.model.engine import TencentCosStorage +from fate_flow.manager.outputs.model.handel import IOHandle class TencentCosHandel(IOHandle): diff --git a/python/fate_flow/manager/model/model_manager.py b/python/fate_flow/manager/outputs/model/model_manager.py similarity index 96% rename from python/fate_flow/manager/model/model_manager.py rename to python/fate_flow/manager/outputs/model/model_manager.py index 8ac3016c9..18e935b2b 100644 --- a/python/fate_flow/manager/model/model_manager.py +++ b/python/fate_flow/manager/outputs/model/model_manager.py @@ -20,8 +20,8 @@ from fate_flow.entity.spec.flow import FileStorageSpec, MysqlStorageSpec, TencentCosStorageSpec from fate_flow.entity.types import ModelStorageEngine -from fate_flow.manager.model.handel import FileHandle, MysqlHandel, TencentCosHandel -from fate_flow.manager.model.model_meta import ModelMeta +from fate_flow.manager.outputs.model.handel import FileHandle, MysqlHandel, TencentCosHandel +from fate_flow.manager.outputs.model.model_meta import ModelMeta from fate_flow.runtime.system_settings import MODEL_STORE from fate_flow.errors.server_error import NoFoundModelOutput diff --git a/python/fate_flow/manager/model/model_meta.py b/python/fate_flow/manager/outputs/model/model_meta.py similarity index 100% rename from python/fate_flow/manager/model/model_meta.py rename to python/fate_flow/manager/outputs/model/model_meta.py diff --git a/python/fate_flow/manager/permission/__init__.py b/python/fate_flow/manager/permission/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/fate_flow/manager/service/output_manager.py b/python/fate_flow/manager/service/output_manager.py deleted file mode 100644 index e26b8824d..000000000 --- a/python/fate_flow/manager/service/output_manager.py +++ /dev/null @@ -1,30 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -from typing import List - -from fate_flow.db.base_models import BaseModelOperate -from fate_flow.db.db_models import TrackingOutputInfo -from fate_flow.utils.wraps_utils import filter_parameters - - -class OutputDataTracking(BaseModelOperate): - @classmethod - def create(cls, entity_info): - cls._create_entity(TrackingOutputInfo, entity_info) - - @classmethod - @filter_parameters() - def query(cls, reverse=False, **kwargs) -> List[TrackingOutputInfo]: - return cls._query(TrackingOutputInfo, reverse=reverse, order_by="index", **kwargs) diff --git a/python/fate_flow/worker/fate_executor.py b/python/fate_flow/manager/worker/fate_executor.py similarity index 100% rename from python/fate_flow/worker/fate_executor.py rename to python/fate_flow/manager/worker/fate_executor.py diff --git a/python/fate_flow/worker/fate_flow_executor.py b/python/fate_flow/manager/worker/fate_flow_executor.py similarity index 93% rename from python/fate_flow/worker/fate_flow_executor.py rename to python/fate_flow/manager/worker/fate_flow_executor.py index a25ad49fb..4b6dddaf4 100644 --- a/python/fate_flow/worker/fate_flow_executor.py +++ b/python/fate_flow/manager/worker/fate_flow_executor.py @@ -24,7 +24,7 @@ class FateFlowSubmit: @staticmethod def run(): import click - from fate_flow.entrypoint.cli import component + from fate_flow.components.entrypoint.cli import component cli = click.Group() cli.add_command(component) diff --git a/python/fate_flow/operation/job_tracker.py b/python/fate_flow/operation/job_tracker.py deleted file mode 100644 index ae946a49c..000000000 --- a/python/fate_flow/operation/job_tracker.py +++ /dev/null @@ -1,14 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index eb79a2230..18d127fca 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -148,5 +148,4 @@ # hub module settings # define： xxx.class_name DEFAULT_JOB_PARSER_MODULE = "fate_flow.hub.parser.fate.JobParser" -DEFAULT_JOB_SCHEDULER_MODULE = "fate_flow.hub.scheduler.fate.DAGScheduler" DEFAULT_COMPONENTS_WRAPS_MODULE = "fate_flow.hub.components_wraps.fate.FlowWraps" diff --git a/python/fate_flow/scheduler/__init__.py b/python/fate_flow/scheduler/__init__.py index b00e1402d..a6caef259 100644 --- a/python/fate_flow/scheduler/__init__.py +++ b/python/fate_flow/scheduler/__init__.py @@ -12,7 +12,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.scheduler.job_scheduler import SchedulerABC +from fate_flow.scheduler.scheduler import SchedulerABC from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import HOST, HTTP_PORT, PROXY_PROTOCOL, API_VERSION, HTTP_REQUEST_TIMEOUT from fate_flow.utils.api_utils import get_federated_proxy_address, generate_headers diff --git a/python/fate_flow/detection/detector.py b/python/fate_flow/scheduler/detector.py similarity index 100% rename from python/fate_flow/detection/detector.py rename to python/fate_flow/scheduler/detector.py diff --git a/python/fate_flow/scheduler/job_scheduler.py b/python/fate_flow/scheduler/scheduler.py similarity index 91% rename from python/fate_flow/scheduler/job_scheduler.py rename to python/fate_flow/scheduler/scheduler.py index 1fd8788c7..a4696f1bf 100644 --- a/python/fate_flow/scheduler/job_scheduler.py +++ b/python/fate_flow/scheduler/scheduler.py @@ -46,10 +46,6 @@ def run_do(self): Scheduling various status job, including: waiting、running、ready、rerun、end、etc. """ - @classmethod - def create_all_job(cls, dag, **kwargs): - ... - @classmethod def stop_job(cls, job_id: str, stop_status: str): """ @@ -71,76 +67,12 @@ def rerun_job(cls, job_id: str, auto: bool, tasks=None): """ - @classmethod - def adapt_party_parameters(cls, dag_schema, role): - """ - """ - - @staticmethod - def get_name(): - return "base" - class DAGScheduler(SchedulerABC): - @staticmethod - def get_name(): - return PROTOCOL.FATE_FLOW - @classmethod def dag_parser(cls, dag): return JobParser(dag) - @classmethod - def adapt_party_parameters(cls, dag_schema: DAGSchema, role): - cores, task_run, task_cores = cls.calculate_resource(dag_schema, role) - job_info = {"cores": cores, "remaining_cores": cores} - if dag_schema.dag.conf.inheritance: - job_info.update({"inheritance": dag_schema.dag.conf.inheritance.dict()}) - return job_info, task_run, task_cores - - @classmethod - def calculate_resource(cls, dag_schema: DAGSchema, role): - cores = dag_schema.dag.conf.cores if dag_schema.dag.conf.cores else JobDefaultConfig.job_cores - if dag_schema.dag.conf.task and dag_schema.dag.conf.task.run: - task_run = dag_schema.dag.conf.task.run - else: - task_run = {} - task_cores = cores - default_task_run = deepcopy(JobDefaultConfig.task_run.get(ENGINES.get(EngineType.COMPUTING), {})) - if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.SPARK: - if "num-executors" not in task_run: - task_run["num-executors"] = default_task_run.get("num-executors") - if "executor-cores" not in task_run: - task_run["executor-cores"] = default_task_run.get("executor-cores") - if role in IGNORE_RESOURCE_ROLES: - task_run["num-executors"] = 1 - task_run["executor-cores"] = 1 - task_cores = int(task_run.get("num-executors")) * (task_run.get("executor-cores")) - if task_cores > cores: - cores = task_cores - if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.EGGROLL: - if "eggroll.session.processors.per.node" not in task_run: - task_run["eggroll.session.processors.per.node"] = \ - default_task_run.get("eggroll.session.processors.per.node") - task_cores = int(task_run.get("eggroll.session.processors.per.node")) * COMPUTING_CONF.get( - ComputingEngine.EGGROLL).get("nodes") - if task_cores > cores: - cores = task_cores - if role in IGNORE_RESOURCE_ROLES: - task_run["eggroll.session.processors.per.node"] = 1 - if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.STANDALONE: - if "cores" not in task_run: - task_run["cores"] = default_task_run.get("cores") - task_cores = int(task_run.get("cores")) - if task_cores > cores: - cores = task_cores - if role in IGNORE_RESOURCE_ROLES: - task_run["cores"] = 1 - if role in IGNORE_RESOURCE_ROLES: - cores = 0 - task_cores = 0 - return cores, task_run, task_cores - def run_do(self): # waiting schedule_logger().info("start schedule waiting jobs") diff --git a/python/fate_flow/worker/__init__.py b/python/fate_flow/worker/__init__.py deleted file mode 100644 index ae946a49c..000000000 --- a/python/fate_flow/worker/__init__.py +++ /dev/null @@ -1,14 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. From fbd7d51d154c5d6a449b9329c6fe89730a2c69be Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 23 Oct 2023 14:49:40 +0800 Subject: [PATCH 325/482] Code adjustment Signed-off-by: zhihuiwan <15779896112@163.com> --- .../{entrypoint => manager/outputs/model}/__init__.py | 4 ++++ python/fate_flow/{detection => manager/worker}/__init__.py | 0 2 files changed, 4 insertions(+) rename python/fate_flow/{entrypoint => manager/outputs/model}/__init__.py (77%) rename python/fate_flow/{detection => manager/worker}/__init__.py (100%) diff --git a/python/fate_flow/entrypoint/__init__.py b/python/fate_flow/manager/outputs/model/__init__.py similarity index 77% rename from python/fate_flow/entrypoint/__init__.py rename to python/fate_flow/manager/outputs/model/__init__.py index ae946a49c..5425dc19b 100644 --- a/python/fate_flow/entrypoint/__init__.py +++ b/python/fate_flow/manager/outputs/model/__init__.py @@ -12,3 +12,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +from fate_flow.manager.outputs.model.model_manager import PipelinedModel +from fate_flow.manager.outputs.model.model_meta import ModelMeta + +__all__ = ["PipelinedModel", "ModelMeta"] diff --git a/python/fate_flow/detection/__init__.py b/python/fate_flow/manager/worker/__init__.py similarity index 100% rename from python/fate_flow/detection/__init__.py rename to python/fate_flow/manager/worker/__init__.py From 1203be20de614c2a392cab7bd133ab9d9c22b2dc Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 27 Oct 2023 17:49:30 +0800 Subject: [PATCH 326/482] fix Signed-off-by: zhihuiwan <15779896112@163.com> --- .../adapter/bfia/apps/interconn_app.py | 6 +- .../adapter/bfia/conf/route_table.yaml | 2 +- .../adapter/bfia/examples/job/components.json | 22 +-- .../bfia/examples/job/fate_psi_lr.json | 138 ++++++++++++++++++ .../job/{submit.json => fate_psi_sbt.json} | 11 +- .../adapter/bfia/examples/test/test_job.py | 17 ++- .../adapter/bfia/scheduler/scheduler.py | 2 +- .../fate_flow/adapter/bfia/utils/spec/task.py | 1 + .../fate_flow/adapter/bfia/wheels/parser.py | 39 ++++- python/fate_flow/adapter/bfia/wheels/task.py | 53 ++++++- python/fate_flow/engine/devices/__init__.py | 4 +- .../devices/{_container.py => container.py} | 21 ++- .../engine/devices/{_local.py => local.py} | 0 .../manager/container/docker_manager.py | 7 + .../manager/container/k8s_manager.py | 5 +- python/ofx/api/entity.py | 8 + python/ofx/api/models/bfia/resource.py | 17 ++- 17 files changed, 302 insertions(+), 51 deletions(-) create mode 100644 python/fate_flow/adapter/bfia/examples/job/fate_psi_lr.json rename python/fate_flow/adapter/bfia/examples/job/{submit.json => fate_psi_sbt.json} (94%) rename python/fate_flow/engine/devices/{_container.py => container.py} (89%) rename python/fate_flow/engine/devices/{_local.py => local.py} (100%) diff --git a/python/fate_flow/adapter/bfia/apps/interconn_app.py b/python/fate_flow/adapter/bfia/apps/interconn_app.py index cd2bddb68..35335ca2d 100644 --- a/python/fate_flow/adapter/bfia/apps/interconn_app.py +++ b/python/fate_flow/adapter/bfia/apps/interconn_app.py @@ -70,9 +70,9 @@ def audit_confirm(job_id, status): @API.Input.json(task_id=fields.String(required=True)) @API.Input.json(role=fields.String(required=True)) @API.Input.json(status=fields.String(required=True)) -@API.Input.headers(node_id=fields.String(required=True)) -def callback_task(task_id, role, status, node_id): - status = BfiaScheduler.callback_task(task_id, role, status, node_id) +@API.Input.headers(x_node_id=fields.String(required=True)) +def callback_task(task_id, role, status, x_node_id): + status = BfiaScheduler.callback_task(task_id, role, status, x_node_id) if status: return API.Output.json() return API.Output.json(code=ReturnCode.FAILED) diff --git a/python/fate_flow/adapter/bfia/conf/route_table.yaml b/python/fate_flow/adapter/bfia/conf/route_table.yaml index e3d186dee..0b02cf4ea 100644 --- a/python/fate_flow/adapter/bfia/conf/route_table.yaml +++ b/python/fate_flow/adapter/bfia/conf/route_table.yaml @@ -1,6 +1,6 @@ JG0100001100000000: host: 127.0.0.1 port: 9380 -10000: +JG0100001100000010: host: 127.0.0.1 port: 9380 diff --git a/python/fate_flow/adapter/bfia/examples/job/components.json b/python/fate_flow/adapter/bfia/examples/job/components.json index 34a59febe..c1b19db14 100644 --- a/python/fate_flow/adapter/bfia/examples/job/components.json +++ b/python/fate_flow/adapter/bfia/examples/job/components.json @@ -184,7 +184,7 @@ { "name": "train-intersection", "description": "对齐数", - "category": "metric", + "category": "report", "dataFormat": ["csv"] } ], @@ -408,26 +408,26 @@ "name": "train_data", "description": "训练集数据", "category": "dataset", - "dataFormat": ["csv","yaml"] + "dataFormat": ["csv"] }], "outputData": [ { "name": "train_data", "description": "训练集数据", "category": "dataset", - "dataFormat": ["csv","yaml"] + "dataFormat": ["csv"] }, { "name": "model", "description": "模型文件", "category": "model", - "dataFormat": ["pmml"] + "dataFormat": ["csv"] }, { "name": "train-loss", "description": "loss值", "category": "metric", - "dataFormat": ["csv","zip"] + "dataFormat": ["json"] } ], "result": [{ @@ -638,20 +638,20 @@ { "name": "train-loss", "description": "loss值", - "category": "metric", - "dataFormat": ["csv"] + "category": "report", + "dataFormat": ["json"] }, { "name": "train-auc", "description": "auc ks值", - "category": "metric", - "dataFormat": ["csv"] + "category": "report", + "dataFormat": ["json"] }, { "name": "train-ks", "description": "ks曲线值", - "category": "metric", - "dataFormat": ["csv"] + "category": "report", + "dataFormat": ["json"] } ], "result": [ diff --git a/python/fate_flow/adapter/bfia/examples/job/fate_psi_lr.json b/python/fate_flow/adapter/bfia/examples/job/fate_psi_lr.json new file mode 100644 index 000000000..867ae39db --- /dev/null +++ b/python/fate_flow/adapter/bfia/examples/job/fate_psi_lr.json @@ -0,0 +1,138 @@ +{ + "flow_id": "flow_0cc3b89e9ab14c938feb6242a001a21b", + "dag": { + "components": [ + { + "name": "intersect_rsa_1", + "componentName": "Intersection", + "provider": "unionpay", + "version": "2.0.0", + "input": [], + "output": [ + { + "type": "dataset", + "key": "train_data" + }, + { + "type": "report", + "key": "report0" + } + ] + }, + { + "name": "hetero_logistic_regression_1", + "componentName": "HeteroLR", + "provider": "unionpay", + "version": "2.0.0", + "input": [ + { + "type": "dataset", + "key": "intersect_rsa_1.train_data" + } + ], + "output": [ + { + "type": "dataset", + "key": "data0" + }, + { + "type": "model", + "key": "model0" + }, + { + "type": "report", + "key": "report0" + } + ] + } + ], + "version": "2.0" + }, + "config": { + "initiator": { + "role": "guest", + "node_id": "JG0100001100000010" + }, + "role": { + "guest": [ + "JG0100001100000010" + ], + "host": [ + "JG0100001100000010" + ], + "arbiter": [ + "JG0100001100000010" + ] + }, + "job_params": { + "common": { + "sync_type": "poll" + }, + "guest": { + "0": { + "resources": { + "cpu": -1, + "memory": -1, + "disk": -1 + } + } + }, + "host": { + "0": { + "resources": { + "cpu": -1, + "memory": -1, + "disk": -1 + } + } + } + }, + "task_params": { + "common": { + "hetero_logistic_regression_1":{ + "id":"id", + "label":"y", + "penalty":"L2", + "tol":0.0001, + "alpha":0.01, + "optimizer":"nesterov_momentum_sgd", + "batch_size":-1, + "learning_rate":0.15, + "init_param":{ + "init_method":"zeros" + }, + "max_iter":2, + "early_stop":"diff" + }, + "intersect_rsa_1": { + "id": "id", + "intersect_method": "rsa", + "sync_intersect_ids": true, + "only_output_key": false, + "rsa_params": { + "hash_method": "sha256", + "final_hash_method": "sha256", + "key_length": 2048 + } + } + }, + "guest": { + "0": { + "intersect_rsa_1": { + "name": "test_guest", + "namespace": "testspace" + } + } + }, + "host": { + "0": { + "intersect_rsa_1": { + "name": "test_host", + "namespace": "testspace" + } + } + } + }, + "version": "2.0.0" + } +} \ No newline at end of file diff --git a/python/fate_flow/adapter/bfia/examples/job/submit.json b/python/fate_flow/adapter/bfia/examples/job/fate_psi_sbt.json similarity index 94% rename from python/fate_flow/adapter/bfia/examples/job/submit.json rename to python/fate_flow/adapter/bfia/examples/job/fate_psi_sbt.json index b57e4f3d2..1c47e8c26 100644 --- a/python/fate_flow/adapter/bfia/examples/job/submit.json +++ b/python/fate_flow/adapter/bfia/examples/job/fate_psi_sbt.json @@ -11,7 +11,7 @@ "output": [ { "type": "dataset", - "key": "data0" + "key": "train_data" }, { "type": "report", @@ -27,7 +27,7 @@ "input": [ { "type": "dataset", - "key": "intersect_rsa_1.data0" + "key": "intersect_rsa_1.train_data" } ], "output": [ @@ -66,12 +66,7 @@ "JG0100001100000000" ], "host": [ - "JG0100001100000000", - "JG0100001100000000", - "JG0100001100000000" - ], - "arbiter": [ - "JG0100001100000000" + "JG0110017800000000" ] }, "job_params": { diff --git a/python/fate_flow/adapter/bfia/examples/test/test_job.py b/python/fate_flow/adapter/bfia/examples/test/test_job.py index 12b2d5a31..9e4311b0e 100644 --- a/python/fate_flow/adapter/bfia/examples/test/test_job.py +++ b/python/fate_flow/adapter/bfia/examples/test/test_job.py @@ -18,7 +18,7 @@ def register_components(): def submit_job(): uri = "/v1/platform/schedule/job/create_all" - config_path = "../job/submit.json" + config_path = "../job/fate_psi_lr.json" body = json.load(open(config_path, "r")) resp = requests.post(base_url+uri, json=body) print(resp.text) @@ -30,4 +30,17 @@ def start_job(job_id): print(resp.text) -submit_job() +def stop_job(job_id): + uri = "/v1/interconn/schedule/job/stop_all" + resp = requests.post(base_url+uri, json={"job_id": job_id}) + print(resp.text) + + +# submit_job() +def callback(task_id, role): + uri = "/v1/platform/schedule/task/callback" + resp = requests.post(base_url+uri, json={"task_id": task_id, "status": "SUCCESS", "role": role}) + print(resp.text) + + +callback("202310270230555288240_intersect_rsa_1", "guest") diff --git a/python/fate_flow/adapter/bfia/scheduler/scheduler.py b/python/fate_flow/adapter/bfia/scheduler/scheduler.py index 3b302c9f1..ef937538d 100644 --- a/python/fate_flow/adapter/bfia/scheduler/scheduler.py +++ b/python/fate_flow/adapter/bfia/scheduler/scheduler.py @@ -205,7 +205,7 @@ def callback_task(cls, task_id, role, status, node_id): task = BfiaScheduleJobSaver.query_task(task_id=task_id, party_id=node_id)[0] status = BfiaScheduleJobSaver.update_task_status(task_info={ "job_id": task.f_job_id, - # "role": role, + "role": "", "party_id": node_id, "task_id": task_id, "task_version": 0, diff --git a/python/fate_flow/adapter/bfia/utils/spec/task.py b/python/fate_flow/adapter/bfia/utils/spec/task.py index e1a72b763..0ccf5af3b 100644 --- a/python/fate_flow/adapter/bfia/utils/spec/task.py +++ b/python/fate_flow/adapter/bfia/utils/spec/task.py @@ -32,6 +32,7 @@ class Config(BaseModel): class SystemConf(BaseModel): storage: str transport: str + callback: str class TaskRuntimeEnv(BaseModel): diff --git a/python/fate_flow/adapter/bfia/wheels/parser.py b/python/fate_flow/adapter/bfia/wheels/parser.py index c2c33a512..52c73e5bb 100644 --- a/python/fate_flow/adapter/bfia/wheels/parser.py +++ b/python/fate_flow/adapter/bfia/wheels/parser.py @@ -1,8 +1,11 @@ +from fate_flow.adapter.bfia.settings import TRANSPORT, SESSION_ID, TOKEN, STORAGE_ADDRESS, STORAGE_NAME, CONTAINER_LOG, \ + CALLBACK from fate_flow.adapter.bfia.translator.component_spec import BFIAComponentSpec from fate_flow.adapter.bfia.translator.dsl_translator import Translator from fate_flow.adapter.bfia.utils.spec.artifact import ArtifactAddress, Engine, S3Address from fate_flow.adapter.bfia.utils.spec.job import DagSchemaSpec -from fate_flow.adapter.bfia.utils.spec.task import TaskRuntimeEnv, RuntimeComponent, RuntimeConf, Config, SystemConf +from fate_flow.adapter.bfia.utils.spec.task import TaskRuntimeEnv, RuntimeComponent, RuntimeConf, Config, SystemConf, \ + LogPath from fate_flow.adapter.bfia.wheels.output import OutputMeta from fate_flow.entity.spec.dag import DataWarehouseChannelSpec, RuntimeTaskOutputChannelSpec, OutputArtifactSpec from fate_flow.hub.parser import JobParserABC @@ -23,12 +26,32 @@ def task_parameters(self): parameter=self.input_parameters, input=self.runtime_inputs, output=self.runtime_outputs - ) - ), - config=Config(inst_id={}, node_id={}, self_role=self.role), - system=SystemConf(storage="", transport="") + )), + config=Config( + inst_id=self.node_id, + node_id=self.node_id, + log=LogPath(**CONTAINER_LOG), + self_role=f"{self.role}.0", + session_id=SESSION_ID.format(self.job_id), + token=TOKEN.format(self.job_id) + ), + system=SystemConf(storage=STORAGE_ADDRESS, transport=TRANSPORT, callback=CALLBACK) ) + @property + def node_id(self): + _nodes = {} + nodes = {} + for party in self.runtime_parties: + if party.role not in _nodes: + _nodes[party.role] = [party.party_id] + else: + _nodes[party.role].append(party.party_id) + for _k, _v_list in _nodes.items(): + for _n, _v in enumerate(_v_list): + nodes[f"{_k}.{_n}"] = _v + return nodes + @property def runtime_inputs(self): inputs = {} @@ -59,13 +82,13 @@ def runtime_outputs(self): def create_output_address(self, channel: OutputArtifactSpec): namespace = f"{self.task_id}" - name = f"{channel.output_artifact_type_alias}-{channel.output_artifact_key_alias}" + name = f"{self.role}-{self.party_id}-{channel.output_artifact_type_alias}-{channel.output_artifact_key_alias}" address = ArtifactAddress(name=namespace, namespace=name) - engine = Engine(name="s3", address=S3Address(url="s3://abc")) + engine = Engine(name=STORAGE_NAME, address=S3Address(url=STORAGE_ADDRESS)) meta = dict( job_id=self.job_id, role=self.role, node_id=self.party_id, task_name=self.task_name, component=self.task_node.component_ref, task_id=self.task_id, - type=channel.output_artifact_type_alias, key=channel.output_artifact_key_alias, + type=channel.output_artifact_type_alias, key=channel.output_artifact_key_alias, engine=engine.dict(), address=address.dict() ) try: diff --git a/python/fate_flow/adapter/bfia/wheels/task.py b/python/fate_flow/adapter/bfia/wheels/task.py index 0130f4e0d..e0dd23a68 100644 --- a/python/fate_flow/adapter/bfia/wheels/task.py +++ b/python/fate_flow/adapter/bfia/wheels/task.py @@ -1,13 +1,18 @@ +import json +import os.path from copy import deepcopy -from fate_flow.adapter.bfia.utils.entity.status import TaskStatus, EndStatus +from fate_flow.adapter.bfia.settings import LOCAL_LOG_PATH, CONTAINER_LOG_PATH +from fate_flow.adapter.bfia.utils.entity.status import TaskStatus from fate_flow.adapter.bfia.utils.spec.job import DagSchemaSpec from fate_flow.adapter.bfia.wheels.federated import BfiaFederatedScheduler from fate_flow.adapter.bfia.wheels.parser import get_dag_parser from fate_flow.adapter.bfia.wheels.saver import BfiaJobSaver as JobSaver from fate_flow.controller.task_controller import TaskController from fate_flow.db import Task +from fate_flow.engine.devices.container import ContainerdEngine from fate_flow.entity.types import PROTOCOL +from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.system_settings import PARTY_ID from fate_flow.utils import job_utils from fate_flow.utils.log_utils import schedule_logger @@ -172,3 +177,49 @@ def calculate_multi_party_task_status(cls, tasks_party_status): return TaskStatus.PENDING if TaskStatus.SUCCESS in tmp_status_set: return TaskStatus.SUCCESS + + @classmethod + def build_task_engine(cls, provider_name): + provider = ProviderManager.get_provider_by_provider_name(provider_name) + return BfiaContainerd(provider) + + +class BfiaContainerd(ContainerdEngine): + @classmethod + def _get_environment(cls, task: Task, run_parameters): + return cls._flatten_dict(run_parameters) + + @classmethod + def _get_volume(cls, task): + return { + os.path.join(LOCAL_LOG_PATH, task.f_job_id, task.f_role, task.f_task_name): + { + 'bind': CONTAINER_LOG_PATH, + 'mode': 'rw' + } + } + + @classmethod + def _flatten_dict(cls, data, parent_key='', sep='.', loop=True): + special_fields = ["input", "output", "parameter"] + items = {} + for key, value in data.items(): + new_key = f"{parent_key}{sep}{key}" if parent_key else key + # Determine the location of special fields + for field in special_fields: + if new_key.endswith(f"{sep}{field}"): + # continue + items.update(cls._flatten_dict(value, new_key, sep=sep, loop=False)) + break + else: + if isinstance(value, dict) and loop: + items.update(cls._flatten_dict(value, new_key, sep=sep)) + else: + if not loop: + if isinstance(value, dict) or isinstance(value, list): + value = json.dumps(value) + items[new_key] = value + return items + + def exit_with_exception(self, task: Task): + return self.manager.exit_with_exception(self._get_name(task)) diff --git a/python/fate_flow/engine/devices/__init__.py b/python/fate_flow/engine/devices/__init__.py index 0267ecbf8..3f90c2d25 100644 --- a/python/fate_flow/engine/devices/__init__.py +++ b/python/fate_flow/engine/devices/__init__.py @@ -21,11 +21,11 @@ def build_engine(provider_name: str): provider = ProviderManager.get_provider_by_provider_name(provider_name) if provider.device in {ProviderDevice.DOCKER, ProviderDevice.K8S}: - from fate_flow.engine.devices._container import ContainerdEngine + from fate_flow.engine.devices.container import ContainerdEngine engine_session = ContainerdEngine(provider) elif provider.device in {ProviderDevice.LOCAL}: - from fate_flow.engine.devices._local import LocalEngine + from fate_flow.engine.devices.local import LocalEngine engine_session = LocalEngine(provider) else: diff --git a/python/fate_flow/engine/devices/_container.py b/python/fate_flow/engine/devices/container.py similarity index 89% rename from python/fate_flow/engine/devices/_container.py rename to python/fate_flow/engine/devices/container.py index 55f220abd..3d98be32a 100644 --- a/python/fate_flow/engine/devices/_container.py +++ b/python/fate_flow/engine/devices/container.py @@ -13,6 +13,8 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import json + import yaml from fate_flow.db.db_models import Task @@ -25,12 +27,15 @@ class ContainerdEngine(EngineABC): def __init__(self, provider: ComponentProvider): - if provider.device == ProviderDevice.DOCKER: - from fate_flow.manager.container.docker_manager import DockerManager - self.manager = DockerManager(provider) - elif provider.device == ProviderDevice.K8S: + + if provider.device == ProviderDevice.K8S: from fate_flow.manager.container.k8s_manager import K8sManager self.manager = K8sManager(provider) + + elif provider.device == ProviderDevice.DOCKER: + from fate_flow.manager.container.docker_manager import DockerManager + self.manager = DockerManager(provider) + else: raise ValueError(f'worker "{provider.device}" is not supported') @@ -53,12 +58,16 @@ def _flatten_dict(cls, data, parent_key='', sep='.'): def _get_environment(cls, task: Task, run_parameters): return cls._flatten_dict(run_parameters) + @classmethod + def _get_volume(cls, task): + return None + def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): name = self._get_name(task) cmd = None env = self._get_environment(task, run_parameters) - schedule_logger(job_id=task.f_job_id).info(f"start run container {name}, cmd: {cmd}, env: {env}") - self.manager.start(name, cmd, env) + schedule_logger(job_id=task.f_job_id).info(f"start run container {name}, cmd: {cmd}, env: {json.dumps(env)}") + self.manager.start(name, cmd, env, volumes=self._get_volume(task)) return { 'run_ip': RuntimeConfig.JOB_SERVER_HOST } diff --git a/python/fate_flow/engine/devices/_local.py b/python/fate_flow/engine/devices/local.py similarity index 100% rename from python/fate_flow/engine/devices/_local.py rename to python/fate_flow/engine/devices/local.py diff --git a/python/fate_flow/manager/container/docker_manager.py b/python/fate_flow/manager/container/docker_manager.py index fb5eee909..aff4b1bf0 100644 --- a/python/fate_flow/manager/container/docker_manager.py +++ b/python/fate_flow/manager/container/docker_manager.py @@ -46,6 +46,13 @@ def is_running(self, name): return False return container.status == 'running' + def exit_with_exception(self, name): + try: + container = self.client.containers.get(name) + except docker.errors.NotFound: + return False + return int(container.attrs['State']['ExitCode']) != 0 + def get_labels(self): image = self.client.images.get(self.provider.metadata.image) return image.labels diff --git a/python/fate_flow/manager/container/k8s_manager.py b/python/fate_flow/manager/container/k8s_manager.py index 9ef001cd6..91095a880 100644 --- a/python/fate_flow/manager/container/k8s_manager.py +++ b/python/fate_flow/manager/container/k8s_manager.py @@ -61,7 +61,7 @@ def populate_conf_yaml_template(self, name, service_conf): job_conf['data']['service_conf.yaml'] = service_conf return job_conf - def start(self, name, command, environment): + def start(self, name, command, environment, **kwargs): # LOGGER.debug(f"command: {type(command)}, {command}") job = self.populate_yaml_template(self.convertname(name), command, environment) service_conf=yaml.safe_dump(get_base_config(key=None), default_flow_style=False) @@ -83,6 +83,9 @@ def is_running(self, name): if not res: return False return not (res.status.succeeded or res.status.failed) + + def exit_with_exception(self, name): + return False # convertname: Ensure that name composes the RFC 1123 specification def convertname(self, name): diff --git a/python/ofx/api/entity.py b/python/ofx/api/entity.py index cd74e10c3..d21cfb486 100644 --- a/python/ofx/api/entity.py +++ b/python/ofx/api/entity.py @@ -31,6 +31,14 @@ class RoleSpec(BaseModel): local: Optional[List[str]] +class BFIAHttpHeadersSpec(pydantic.BaseModel): + x_auth_sign: Optional[str] + x_node_id: Optional[str] + x_nonce: Optional[str] + x_trace_id: Optional[str] + x_timestamp: Optional[str] + + class BFIAHeadersSpec(pydantic.BaseModel): x_ptp_version: Optional[str] x_ptp_provider_code: Optional[str] diff --git a/python/ofx/api/models/bfia/resource.py b/python/ofx/api/models/bfia/resource.py index cc20faba9..df8641788 100644 --- a/python/ofx/api/models/bfia/resource.py +++ b/python/ofx/api/models/bfia/resource.py @@ -13,10 +13,12 @@ # See the License for the specific language governing permissions and # limitations under the License. import threading -import requests +import time +import uuid -from ...entity import BFIAHeadersSpec +import requests +from ...entity import BFIAHttpHeadersSpec FEDERATED_ERROR = 104 @@ -101,11 +103,12 @@ def remote( if not headers: headers = {} headers.update( - BFIAHeadersSpec( - x_ptp_target_node_id=dest_node_id, - x_ptp_from_node_id=self.node_id, - x_ptp_provider_code=self.provider, - x_ptp_uri=endpoint + BFIAHttpHeadersSpec( + x_auth_sign="", + x_node_id=self.node_id, + x_nonce=str(uuid.uuid4()), + x_trace_id="", + x_timestamp=str(int(time.time() * 1000)) ).dict() ) kwargs = { From 2ff445b517532126e8eea3249ca690301fb1e67b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 31 Oct 2023 15:38:22 +0800 Subject: [PATCH 327/482] fix adapter Signed-off-by: zhihuiwan <15779896112@163.com> --- .../adapter/bfia/apps/platform_app.py | 11 ++----- .../bfia/examples/job/fate_psi_sbt.json | 2 +- .../adapter/bfia/examples/test/test_job.py | 6 ++-- .../adapter/bfia/scheduler/scheduler.py | 30 ++++++++++++------- .../fate_flow/adapter/bfia/utils/spec/job.py | 1 - .../fate_flow/adapter/bfia/utils/spec/task.py | 2 ++ .../fate_flow/adapter/bfia/wheels/parser.py | 11 ++++++- python/fate_flow/adapter/bfia/wheels/task.py | 16 ++++++++++ 8 files changed, 54 insertions(+), 25 deletions(-) diff --git a/python/fate_flow/adapter/bfia/apps/platform_app.py b/python/fate_flow/adapter/bfia/apps/platform_app.py index 58cd6270e..3998d6de2 100644 --- a/python/fate_flow/adapter/bfia/apps/platform_app.py +++ b/python/fate_flow/adapter/bfia/apps/platform_app.py @@ -36,7 +36,7 @@ def stop_task(job_id, task_name): # 某个参与方向己方调度层发起查询作业列表时调用的接口 -@manager.route('/schedule/job/query_job_list', methods=['POST']) +@manager.route('/schedule/job/query_job_list', methods=['GET']) @API.Input.json(flow_id=fields.String(required=True)) def query_job_list(flow_id): job_list = BfiaJobController.query_job_status(flow_id=flow_id) @@ -75,12 +75,5 @@ def get_log(task_id, log_level, start, length=None): @API.Input.json(status=fields.String(required=True)) @API.Input.json(role=fields.String(required=True)) def task_callback(task_id, status, role): - BfiaTaskController.update_task_info( - task_info={ - "task_id": task_id, - "party_status": status, - "role": role - }, - callback=BfiaTaskController.update_task_status - ) + BfiaTaskController.callback_task(task_id, status, role) return API.Output.json() diff --git a/python/fate_flow/adapter/bfia/examples/job/fate_psi_sbt.json b/python/fate_flow/adapter/bfia/examples/job/fate_psi_sbt.json index 1c47e8c26..41bf882df 100644 --- a/python/fate_flow/adapter/bfia/examples/job/fate_psi_sbt.json +++ b/python/fate_flow/adapter/bfia/examples/job/fate_psi_sbt.json @@ -66,7 +66,7 @@ "JG0100001100000000" ], "host": [ - "JG0110017800000000" + "JG0100001100000000" ] }, "job_params": { diff --git a/python/fate_flow/adapter/bfia/examples/test/test_job.py b/python/fate_flow/adapter/bfia/examples/test/test_job.py index 9e4311b0e..6673ba191 100644 --- a/python/fate_flow/adapter/bfia/examples/test/test_job.py +++ b/python/fate_flow/adapter/bfia/examples/test/test_job.py @@ -18,7 +18,7 @@ def register_components(): def submit_job(): uri = "/v1/platform/schedule/job/create_all" - config_path = "../job/fate_psi_lr.json" + config_path = "../job/fate_psi_sbt.json" body = json.load(open(config_path, "r")) resp = requests.post(base_url+uri, json=body) print(resp.text) @@ -36,11 +36,11 @@ def stop_job(job_id): print(resp.text) -# submit_job() +submit_job() def callback(task_id, role): uri = "/v1/platform/schedule/task/callback" resp = requests.post(base_url+uri, json={"task_id": task_id, "status": "SUCCESS", "role": role}) print(resp.text) -callback("202310270230555288240_intersect_rsa_1", "guest") +# callback("202310270230555288240_intersect_rsa_1", "guest") diff --git a/python/fate_flow/adapter/bfia/scheduler/scheduler.py b/python/fate_flow/adapter/bfia/scheduler/scheduler.py index ef937538d..b700976cb 100644 --- a/python/fate_flow/adapter/bfia/scheduler/scheduler.py +++ b/python/fate_flow/adapter/bfia/scheduler/scheduler.py @@ -99,7 +99,7 @@ def create_all_job(cls, dag, job_id=None): job.f_protocol = dag_schema.kind job.f_status = StatusSet.READY BfiaScheduleJobSaver.create_job(job.to_human_model_dict()) - body = dag_schema.dag.dict() + body = dag_schema.dag.dict(exclude_unset=True) body.update({ "job_id": job_id }) @@ -226,20 +226,23 @@ def create_schedule_tasks(cls, job, dag_schema: DagSchemaSpec): task_parties[name].append(party) # create schedule task + task_ids = {} for name, parties in task_parties.items(): + task_id = BfiaTaskController.generate_task_id() + task_ids[name] = task_id for node_id in parties: cls.create_task( job.f_job_id, + task_id, node_id, name, job_parser, parties=parties ) - cls.create_scheduler_tasks_status(job.f_job_id, task_list, dag_schema) + cls.create_scheduler_tasks_status(job.f_job_id, task_list, dag_schema, task_ids) @classmethod - def create_task(cls, job_id, node_id, task_name, job_parser, parties, task_version=0): - task_id = job_utils.generate_task_id(job_id=job_id, component_name=task_name) + def create_task(cls, job_id, task_id, node_id, task_name, job_parser, parties, task_version=0): task_node = job_parser.get_task_node(task_name=task_name) task_parser = job_parser.task_parser( task_node=task_node, job_id=job_id, task_name=task_name, party_id=node_id, @@ -258,7 +261,7 @@ def create_task(cls, job_id, node_id, task_name, job_parser, parties, task_versi BfiaScheduleJobSaver.create_task(task.to_human_model_dict()) @classmethod - def create_scheduler_tasks_status(cls, job_id, task_list, dag_schema: DagSchemaSpec, + def create_scheduler_tasks_status(cls, job_id, task_list, dag_schema: DagSchemaSpec, task_ids, task_version=0, auto_retries=0, task_name=None): schedule_logger(job_id).info("start create schedule task status info") if task_name: @@ -267,7 +270,7 @@ def create_scheduler_tasks_status(cls, job_id, task_list, dag_schema: DagSchemaS task = ScheduleTaskStatus() task.f_job_id = job_id task.f_task_name = _task_name - task.f_task_id = job_utils.generate_task_id(job_id=job_id, component_name=_task_name) + task.f_task_id = task_ids.get(_task_name) task.f_task_version = task_version task.f_status = TaskStatus.READY task.f_auto_retries = auto_retries @@ -342,7 +345,9 @@ def schedule(cls, job): else: pass new_task_status = cls.get_federated_task_status( - job_id=task.f_job_id, task_id=task.f_task_id, + task_name=task.f_task_name, + job_id=task.f_job_id, + task_id=task.f_task_id, task_version=task.f_task_version ) task_interrupt = False @@ -459,11 +464,16 @@ def collect_task_of_all_party(cls, task, parties): BfiaScheduleJobSaver.update_task_status(task_info=task_info) @classmethod - def get_federated_task_status(cls, job_id, task_id, task_version): + def get_federated_task_status(cls, task_name, job_id, task_id, task_version): tasks_on_all_party = BfiaScheduleJobSaver.query_task(task_id=task_id, task_version=task_version) tasks_party_status = [task.f_status for task in tasks_on_all_party] status = BfiaTaskController.calculate_multi_party_task_status(tasks_party_status) schedule_logger(job_id=job_id).info( - "task {} {} status is {}, calculate by task party status list: {}".format(task_id, task_version, status, - tasks_party_status)) + "task {} {} {} status is {}, calculate by task party status list: {}".format( + task_name, + task_id, + task_version, + status, + tasks_party_status + )) return status diff --git a/python/fate_flow/adapter/bfia/utils/spec/job.py b/python/fate_flow/adapter/bfia/utils/spec/job.py index 13a0803e3..4591142e1 100644 --- a/python/fate_flow/adapter/bfia/utils/spec/job.py +++ b/python/fate_flow/adapter/bfia/utils/spec/job.py @@ -12,7 +12,6 @@ class RoleSpec(BaseModel): guest: Optional[List[str]] host: Optional[List[str]] arbiter: Optional[List[str]] - local: Optional[List[str]] class JobCommonSpec(BaseModel): diff --git a/python/fate_flow/adapter/bfia/utils/spec/task.py b/python/fate_flow/adapter/bfia/utils/spec/task.py index 0ccf5af3b..6ef685c55 100644 --- a/python/fate_flow/adapter/bfia/utils/spec/task.py +++ b/python/fate_flow/adapter/bfia/utils/spec/task.py @@ -21,6 +21,8 @@ class LogPath(BaseModel): class Config(BaseModel): + task_id: str + trace_id: Optional[str] session_id: str = "" token: str = "" inst_id: Dict diff --git a/python/fate_flow/adapter/bfia/wheels/parser.py b/python/fate_flow/adapter/bfia/wheels/parser.py index 52c73e5bb..353c092eb 100644 --- a/python/fate_flow/adapter/bfia/wheels/parser.py +++ b/python/fate_flow/adapter/bfia/wheels/parser.py @@ -31,13 +31,22 @@ def task_parameters(self): inst_id=self.node_id, node_id=self.node_id, log=LogPath(**CONTAINER_LOG), - self_role=f"{self.role}.0", + self_role=f"{self.role}.{self.role_index}", + task_id=self.task_id, session_id=SESSION_ID.format(self.job_id), token=TOKEN.format(self.job_id) ), system=SystemConf(storage=STORAGE_ADDRESS, transport=TRANSPORT, callback=CALLBACK) ) + @property + def role_index(self): + _nodes = {} + for party in self.runtime_parties: + if party.role not in _nodes: + _nodes[party.role] = [party.party_id] + return _nodes[self.role].index(self.party_id) + @property def node_id(self): _nodes = {} diff --git a/python/fate_flow/adapter/bfia/wheels/task.py b/python/fate_flow/adapter/bfia/wheels/task.py index e0dd23a68..0e73980c5 100644 --- a/python/fate_flow/adapter/bfia/wheels/task.py +++ b/python/fate_flow/adapter/bfia/wheels/task.py @@ -95,6 +95,17 @@ def stop_local_task(cls, job_id, task_name): status = cls.stop_task(task, stop_status=stop_status) schedule_logger(job_id=job_id).info(f"[stop]Kill {task.f_task_name} task completed: {status}") + @classmethod + def callback_task(cls, task_id, status, role): + BfiaTaskController.update_task_info( + task_info={ + "task_id": task_id, + "party_status": status, + "role": role + }, + callback=BfiaTaskController.update_task_status + ) + @classmethod def update_task_info(cls, task_info, callback): info = deepcopy(task_info) @@ -183,6 +194,11 @@ def build_task_engine(cls, provider_name): provider = ProviderManager.get_provider_by_provider_name(provider_name) return BfiaContainerd(provider) + @staticmethod + def generate_task_id(): + import uuid + return str(uuid.uuid4()) + class BfiaContainerd(ContainerdEngine): @classmethod From 8c9b57707a7d14a3780435d1789bc94461ac8db4 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 31 Oct 2023 15:43:49 +0800 Subject: [PATCH 328/482] update settings Signed-off-by: zhihuiwan <15779896112@163.com> --- .../fate_flow/adapter/bfia/examples/test/upload.py | 14 ++++++++++++++ python/fate_flow/adapter/bfia/settings.py | 10 ++++++++++ 2 files changed, 24 insertions(+) create mode 100644 python/fate_flow/adapter/bfia/examples/test/upload.py diff --git a/python/fate_flow/adapter/bfia/examples/test/upload.py b/python/fate_flow/adapter/bfia/examples/test/upload.py new file mode 100644 index 000000000..cdcf96190 --- /dev/null +++ b/python/fate_flow/adapter/bfia/examples/test/upload.py @@ -0,0 +1,14 @@ +import engine_storage + +url = "http://127.0.0.1:9000" +username = "admin" +password = "12345678" + +session = engine_storage.session.S3Session(url=url, username=username, password=password) +namespace = "" +name = "" +table = session.get_table(namespace=namespace, name=name) +# table = session.create_table(namespace="1", name="2", column_info=[1, 2, 3]) +# table.upload("../job/components.json") +data = table.meta_output() +print(data) diff --git a/python/fate_flow/adapter/bfia/settings.py b/python/fate_flow/adapter/bfia/settings.py index e69de29bb..9398dbdff 100644 --- a/python/fate_flow/adapter/bfia/settings.py +++ b/python/fate_flow/adapter/bfia/settings.py @@ -0,0 +1,10 @@ +STORAGE_NAME = "s3" +STORAGE_ADDRESS = "s3://ip:port?username=xxx&password=xxx" +TRANSPORT = "127.0.0.1:9370" +SESSION_ID = "session_{}" +TOKEN = "session_{}" +LOCAL_LOG_PATH = "/data/projects/fate/fate_flow/logs/container" +CONTAINER_LOG_PATH = "/opt/src/log" +CALLBACK_ADDRESS = "http://127.0.0.1:9380" +CONTAINER_LOG = {"path": CONTAINER_LOG_PATH} +CALLBACK = f"{CALLBACK_ADDRESS}/v1/platform/schedule/task/callback" From 9120421881ac9bd85c938bd28abae6d0d2893658 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 1 Nov 2023 15:32:49 +0800 Subject: [PATCH 329/482] Adjustment Signed-off-by: zhihuiwan <15779896112@163.com> --- .../fate_flow/adapter/bfia/wheels/parser.py | 8 +- python/fate_flow/adapter/bfia/wheels/saver.py | 2 +- python/fate_flow/adapter/bfia/wheels/task.py | 2 +- python/fate_flow/apps/__init__.py | 2 +- python/fate_flow/apps/client/job_app.py | 2 +- python/fate_flow/apps/client/output_app.py | 2 +- .../fate_flow/apps/client/permission_app.py | 3 +- python/fate_flow/apps/partner/partner_app.py | 9 +- .../fate_flow/apps/scheduler/scheduler_app.py | 2 +- python/fate_flow/apps/worker/worker_app.py | 4 +- python/fate_flow/controller/app_controller.py | 133 ----------------- python/fate_flow/controller/federated.py | 5 +- .../controller/{job_controller.py => job.py} | 46 ++++-- .../fate/_parser.py => controller/parser.py} | 40 +----- ...permission_controller.py => permission.py} | 135 +++++++++++++++++- .../{task_controller.py => task.py} | 12 +- python/fate_flow/fate_flow_server.py | 2 +- .../hook/flow/client_authentication.py | 2 +- python/fate_flow/hook/flow/permission.py | 2 +- .../hook/flow/site_authentication.py | 2 +- python/fate_flow/hub/flow_hub.py | 9 +- python/fate_flow/hub/parser/__init__.py | 72 ---------- python/fate_flow/hub/parser/fate/__init__.py | 21 --- .../manager/components/component_manager.py | 2 +- .../{ => manager}/operation/__init__.py | 0 .../{ => manager}/operation/base_saver.py | 0 .../{ => manager}/operation/job_saver.py | 3 +- .../manager/outputs/model/handel/_base.py | 2 +- python/fate_flow/manager/pipeline/pipeline.py | 4 +- .../service}/config_manager.py | 0 python/fate_flow/runtime/system_settings.py | 1 - python/fate_flow/scheduler/detector.py | 2 +- python/fate_flow/scheduler/scheduler.py | 16 +-- python/fate_flow/utils/job_utils.py | 2 +- python/fate_flow/utils/permission_utils.py | 31 +++- python/fate_flow/utils/wraps_utils.py | 26 +--- 36 files changed, 248 insertions(+), 358 deletions(-) delete mode 100644 python/fate_flow/controller/app_controller.py rename python/fate_flow/controller/{job_controller.py => job.py} (93%) rename python/fate_flow/{hub/parser/fate/_parser.py => controller/parser.py} (94%) rename python/fate_flow/controller/{permission_controller.py => permission.py} (54%) rename python/fate_flow/controller/{task_controller.py => task.py} (98%) delete mode 100644 python/fate_flow/hub/parser/__init__.py delete mode 100644 python/fate_flow/hub/parser/fate/__init__.py rename python/fate_flow/{ => manager}/operation/__init__.py (100%) rename python/fate_flow/{ => manager}/operation/base_saver.py (100%) rename python/fate_flow/{ => manager}/operation/job_saver.py (98%) rename python/fate_flow/{controller => manager/service}/config_manager.py (100%) diff --git a/python/fate_flow/adapter/bfia/wheels/parser.py b/python/fate_flow/adapter/bfia/wheels/parser.py index 353c092eb..0da996089 100644 --- a/python/fate_flow/adapter/bfia/wheels/parser.py +++ b/python/fate_flow/adapter/bfia/wheels/parser.py @@ -8,8 +8,7 @@ LogPath from fate_flow.adapter.bfia.wheels.output import OutputMeta from fate_flow.entity.spec.dag import DataWarehouseChannelSpec, RuntimeTaskOutputChannelSpec, OutputArtifactSpec -from fate_flow.hub.parser import JobParserABC -from fate_flow.hub.parser.fate import TaskParser, JobParser +from fate_flow.controller.parser import TaskParser, JobParser from fate_flow.manager.service.provider_manager import ProviderManager @@ -115,10 +114,7 @@ def provider(self): return self._provider -class BfiaDagParser(JobParser, JobParserABC): - def check_job_params(self, **kwargs): - pass - +class BfiaDagParser(JobParser): @property def task_parser(self): return BfiaTaskParser diff --git a/python/fate_flow/adapter/bfia/wheels/saver.py b/python/fate_flow/adapter/bfia/wheels/saver.py index 694970bdd..4b63d897e 100644 --- a/python/fate_flow/adapter/bfia/wheels/saver.py +++ b/python/fate_flow/adapter/bfia/wheels/saver.py @@ -1,7 +1,7 @@ from fate_flow.adapter.bfia.utils.entity.status import TaskStatus, JobStatus, EndStatus from fate_flow.db import ScheduleJob, Task from fate_flow.entity.types import PROTOCOL -from fate_flow.operation.job_saver import JobSaver, ScheduleJobSaver +from fate_flow.manager.operation.job_saver import JobSaver, ScheduleJobSaver class BfiaJobSaver(JobSaver): diff --git a/python/fate_flow/adapter/bfia/wheels/task.py b/python/fate_flow/adapter/bfia/wheels/task.py index 0e73980c5..018a47fb1 100644 --- a/python/fate_flow/adapter/bfia/wheels/task.py +++ b/python/fate_flow/adapter/bfia/wheels/task.py @@ -8,7 +8,7 @@ from fate_flow.adapter.bfia.wheels.federated import BfiaFederatedScheduler from fate_flow.adapter.bfia.wheels.parser import get_dag_parser from fate_flow.adapter.bfia.wheels.saver import BfiaJobSaver as JobSaver -from fate_flow.controller.task_controller import TaskController +from fate_flow.controller.task import TaskController from fate_flow.db import Task from fate_flow.engine.devices.container import ContainerdEngine from fate_flow.entity.types import PROTOCOL diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index efb9be0e9..eb24d94c5 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -25,7 +25,7 @@ from werkzeug.wrappers.request import Request from fate_flow.adapter import load_adapter_apps -from fate_flow.controller.app_controller import PermissionController +from fate_flow.controller.permission import PermissionController from fate_flow.entity.code import ReturnCode from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import AuthenticationParameters diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index 1e1b7f94a..6de813fcc 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -21,7 +21,7 @@ from fate_flow.apps.desc import DAG_SCHEMA, USER_NAME, JOB_ID, ROLE, PARTY_ID, STATUS, LIMIT, PAGE, PARTNER, ORDER_BY, \ ORDER, DESCRIPTION, TASK_NAME, TASK_ID, TASK_VERSION, NODES -from fate_flow.controller.job_controller import JobController +from fate_flow.controller.job import JobController from fate_flow.entity.code import ReturnCode from fate_flow.errors.server_error import NoFoundJob, NoFoundTask, FileNoFound from fate_flow.utils import job_utils diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 7b829c3e6..6f5e39433 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -21,7 +21,7 @@ from fate_flow.manager.outputs.data import DataManager from fate_flow.manager.outputs.model import PipelinedModel from fate_flow.manager.outputs.metric import OutputMetric -from fate_flow.operation.job_saver import JobSaver +from fate_flow.manager.operation.job_saver import JobSaver from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/apps/client/permission_app.py b/python/fate_flow/apps/client/permission_app.py index fa461503a..62f84754b 100644 --- a/python/fate_flow/apps/client/permission_app.py +++ b/python/fate_flow/apps/client/permission_app.py @@ -16,8 +16,7 @@ from webargs import fields from fate_flow.apps.desc import PERMISSION_APP_ID, PERMISSION_ROLE, PARTY_ID, COMPONENT, DATASET -from fate_flow.controller.app_controller import PermissionController -from fate_flow.controller.permission_controller import ResourcePermissionController +from fate_flow.controller.permission import ResourcePermissionController, PermissionController from fate_flow.entity.code import ReturnCode from fate_flow.entity.types import PermissionParameters from fate_flow.runtime.runtime_config import RuntimeConfig diff --git a/python/fate_flow/apps/partner/partner_app.py b/python/fate_flow/apps/partner/partner_app.py index 3a6e146a0..2d6050770 100644 --- a/python/fate_flow/apps/partner/partner_app.py +++ b/python/fate_flow/apps/partner/partner_app.py @@ -15,16 +15,17 @@ # from webargs import fields -from fate_flow.controller.job_controller import JobController -from fate_flow.controller.task_controller import TaskController +from fate_flow.controller.job import JobController +from fate_flow.controller.task import TaskController from fate_flow.entity.types import TaskStatus from fate_flow.entity.code import ReturnCode from fate_flow.errors.server_error import CreateJobFailed, UpdateJobFailed, KillFailed, JobResourceException,\ NoFoundTask, StartTaskFailed, UpdateTaskFailed, KillTaskFailed, TaskResourceException from fate_flow.manager.service.resource_manager import ResourceManager -from fate_flow.operation.job_saver import JobSaver +from fate_flow.manager.operation.job_saver import JobSaver from fate_flow.utils.api_utils import API, stat_logger -from fate_flow.utils.wraps_utils import task_request_proxy, create_job_request_check +from fate_flow.utils.permission_utils import create_job_request_check +from fate_flow.utils.wraps_utils import task_request_proxy page_name = 'partner' diff --git a/python/fate_flow/apps/scheduler/scheduler_app.py b/python/fate_flow/apps/scheduler/scheduler_app.py index e7e269f1f..d9c69991d 100644 --- a/python/fate_flow/apps/scheduler/scheduler_app.py +++ b/python/fate_flow/apps/scheduler/scheduler_app.py @@ -16,7 +16,7 @@ from fate_flow.entity.spec.dag import DAGSchema from fate_flow.errors.server_error import UpdateTaskFailed -from fate_flow.operation.job_saver import ScheduleJobSaver +from fate_flow.manager.operation.job_saver import ScheduleJobSaver from fate_flow.scheduler.scheduler import DAGScheduler from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index c68006327..df5fb2bd5 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -16,13 +16,13 @@ from flask import request from webargs import fields -from fate_flow.controller.task_controller import TaskController +from fate_flow.controller.task import TaskController from fate_flow.entity.code import ReturnCode from fate_flow.errors.server_error import NoFoundTask from fate_flow.manager.outputs.data import DataManager, OutputDataTracking from fate_flow.manager.outputs.model import PipelinedModel from fate_flow.manager.outputs.metric import OutputMetric -from fate_flow.operation.job_saver import JobSaver +from fate_flow.manager.operation.job_saver import JobSaver from fate_flow.utils.api_utils import API page_name = 'worker' diff --git a/python/fate_flow/controller/app_controller.py b/python/fate_flow/controller/app_controller.py deleted file mode 100644 index f693869bc..000000000 --- a/python/fate_flow/controller/app_controller.py +++ /dev/null @@ -1,133 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -import hashlib -import time - -from fate_flow.db.casbin_models import FATE_CASBIN -from fate_flow.errors.server_error import RequestExpired, NoFoundAppid, InvalidParameter, RoleTypeError -from fate_flow.manager.service.app_manager import AppManager -from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.runtime.system_settings import CLIENT_AUTHENTICATION, SITE_AUTHENTICATION -from fate_flow.utils.base_utils import generate_random_id -from fate_flow.utils.wraps_utils import switch_function, check_permission - - -class Authentication(object): - @classmethod - def md5_sign(cls, app_id, app_token, user_name, initiator_party_id, timestamp, nonce): - key = hashlib.md5(str(app_id + user_name + initiator_party_id + nonce + timestamp).encode("utf8")).hexdigest().lower() - sign = hashlib.md5(str(key + app_token).encode("utf8")).hexdigest().lower() - return sign - - @classmethod - def md5_verify(cls, app_id, timestamp, nonce, signature, user_name="", initiator_party_id=""): - if cls.check_if_expired(timestamp): - raise RequestExpired() - apps = AppManager.query_app(app_id=app_id) - if apps: - _signature = cls.md5_sign( - app_id=app_id, - app_token=apps[0].f_app_token, - user_name=user_name, - initiator_party_id=initiator_party_id, - timestamp=timestamp, - nonce=nonce - ) - return _signature == signature - else: - raise NoFoundAppid(app_id=app_id) - - @staticmethod - def generate_timestamp(): - return str(int(time.time()*1000)) - - @staticmethod - def generate_nonce(): - return generate_random_id(length=4, only_number=True) - - @staticmethod - def check_if_expired(timestamp, timeout=60): - expiration = int(timestamp) + timeout * 1000 - if expiration < int(time.time() * 1000): - return True - else: - return False - - -class PermissionController(object): - @staticmethod - @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) - def add_policy(role, resource, permission): - return FATE_CASBIN.add_policy(role, resource, permission) - - @staticmethod - @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) - @AppManager.check_app_id - @check_permission(operate="grant", types="permission") - @AppManager.check_app_type - def add_role_for_user(app_id, role, init=False): - PermissionController.check_permission_role(role) - return FATE_CASBIN.add_role_for_user(app_id, role) - - @staticmethod - @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) - @AppManager.check_app_id - @check_permission(operate="delete", types="permission") - # @AppManager.check_app_type - def delete_role_for_user(app_id, role, grant_role=None, init=False): - role_type = role - PermissionController.check_permission_role(role) - app_info = AppManager.query_app(app_id=app_id) - if grant_role == "super_client": - grant_role = "client" - if grant_role and grant_role != app_info[0].f_app_type: - raise RoleTypeError(role=grant_role) - return FATE_CASBIN.delete_role_for_suer(app_id, role_type) - - @staticmethod - @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) - @AppManager.check_app_id - @check_permission(operate="query", types="permission") - def get_roles_for_user(app_id): - return FATE_CASBIN.get_roles_for_user(app_id) - - @staticmethod - @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) - def get_permissions_for_user(app_id): - return FATE_CASBIN.get_permissions_for_user(app_id) - - @staticmethod - @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) - @AppManager.check_app_id - def delete_roles_for_user(app_id): - return FATE_CASBIN.delete_roles_for_user(app_id) - - @staticmethod - @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) - @AppManager.check_app_id - def has_role_for_user(app_id, role): - return FATE_CASBIN.has_role_for_user(app_id, role) - - @staticmethod - @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) - @AppManager.check_app_id - def enforcer(app_id, resource, permission): - return FATE_CASBIN.enforcer(app_id, resource, permission) - - @staticmethod - def check_permission_role(role): - if role not in RuntimeConfig.CLIENT_ROLE: - raise InvalidParameter(role=role) diff --git a/python/fate_flow/controller/federated.py b/python/fate_flow/controller/federated.py index 3a76c5c1e..6d40f9f11 100644 --- a/python/fate_flow/controller/federated.py +++ b/python/fate_flow/controller/federated.py @@ -15,9 +15,8 @@ # from functools import wraps -from fate_flow.entity.code import FederatedSchedulingStatusCode -from fate_flow.entity.code import ReturnCode -from fate_flow.operation.job_saver import ScheduleJobSaver +from fate_flow.entity.code import FederatedSchedulingStatusCode, ReturnCode +from fate_flow.manager.operation.job_saver import ScheduleJobSaver from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.utils.log_utils import schedule_logger diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job.py similarity index 93% rename from python/fate_flow/controller/job_controller.py rename to python/fate_flow/controller/job.py index 258a8ad4c..9635a4f83 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job.py @@ -17,22 +17,22 @@ import shutil from copy import deepcopy -from fate_flow.controller.task_controller import TaskController +from fate_flow.controller.task import TaskController from fate_flow.db import Job from fate_flow.engine.storage import Session -from fate_flow.entity.spec.dag import DAGSchema, InheritConfSpec +from fate_flow.entity.spec.dag import DAGSchema, InheritConfSpec, JobConfSpec from fate_flow.entity.types import EndStatus, JobStatus, TaskStatus, EngineType, ComputingEngine from fate_flow.entity.code import ReturnCode -from fate_flow.errors.server_error import NoFoundJob +from fate_flow.errors.server_error import NoFoundJob, JobParamsError from fate_flow.manager.outputs.metric import OutputMetric from fate_flow.manager.outputs.model import PipelinedModel, ModelMeta from fate_flow.manager.outputs.data import OutputDataTracking from fate_flow.manager.service.resource_manager import ResourceManager -from fate_flow.operation.job_saver import JobSaver +from fate_flow.manager.operation.job_saver import JobSaver from fate_flow.controller.federated import FederatedScheduler from fate_flow.runtime.job_default_config import JobDefaultConfig -from fate_flow.runtime.system_settings import ENGINES, IGNORE_RESOURCE_ROLES, COMPUTING_CONF -from fate_flow.scheduler.scheduler import DAGScheduler +from fate_flow.runtime.system_settings import ENGINES, IGNORE_RESOURCE_ROLES, COMPUTING_CONF, PARTY_ID, LOCAL_PARTY_ID +from fate_flow.utils import job_utils from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.job_utils import get_job_log_directory, save_job_dag from fate_flow.utils.log_utils import schedule_logger @@ -42,9 +42,8 @@ class JobController(object): @classmethod def request_create_job(cls, dag_schema: dict, user_name: str = None, is_local=False): schema = DAGSchema(**dag_schema) - parser = DAGScheduler.dag_parser(schema) - parser.check_job_params(schema) - parser.update_job_default_params(schema, is_local=is_local) + cls.update_job_default_params(schema, is_local=is_local) + cls.check_job_params(schema) response = FederatedScheduler.request_create_job( party_id=schema.dag.conf.scheduler_party_id, initiator_party_id=schema.dag.conf.initiator_party_id, @@ -380,6 +379,35 @@ def calculate_resource(cls, dag_schema: DAGSchema, role): task_cores = 0 return cores, task_run, task_cores + @classmethod + def check_job_params(cls, dag_schema: DAGSchema): + # check inheritance + job_utils.inheritance_check(dag_schema.dag.conf.inheritance) + + # check model warehouse + model_warehouse = dag_schema.dag.conf.model_warehouse + if model_warehouse: + if not ModelMeta.query(model_id=model_warehouse.model_id, model_version=model_warehouse.model_version): + raise JobParamsError( + model_id=model_warehouse.model_id, + model_version=model_warehouse.model_version, + position="dag_schema.dag.conf.model_warehouse" + ) + + @classmethod + def update_job_default_params(cls, dag_schema: DAGSchema, is_local: bool = False): + if not dag_schema.dag.conf: + dag_schema.dag.conf = JobConfSpec() + dag_schema.dag.conf.initiator_party_id = PARTY_ID + if not dag_schema.dag.conf.scheduler_party_id: + if not is_local: + dag_schema.dag.conf.scheduler_party_id = PARTY_ID + else: + dag_schema.dag.conf.scheduler_party_id = LOCAL_PARTY_ID + if not dag_schema.dag.conf.computing_partitions: + dag_schema.dag.conf.computing_partitions = JobDefaultConfig.computing_partitions + return dag_schema + class JobInheritance: @classmethod diff --git a/python/fate_flow/hub/parser/fate/_parser.py b/python/fate_flow/controller/parser.py similarity index 94% rename from python/fate_flow/hub/parser/fate/_parser.py rename to python/fate_flow/controller/parser.py index 1eeece56b..11bbbc913 100644 --- a/python/fate_flow/hub/parser/fate/_parser.py +++ b/python/fate_flow/controller/parser.py @@ -23,17 +23,14 @@ RuntimeTaskOutputChannelSpec, ComponentSpec, EggrollComputingSpec, SparkComputingSpec, StandaloneComputingSpec, \ StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, \ PulsarFederationSpec, RabbitMQFederationSpec, FlowLogger, MLMDSpec, TaskRuntimeConfSpec, \ - DAGSchema, DAGSpec, PreTaskConfigSpec, FlowRuntimeInputArtifacts, JobConfSpec, OutputArtifactType + DAGSchema, DAGSpec, PreTaskConfigSpec, FlowRuntimeInputArtifacts, OutputArtifactType from fate_flow.entity.types import EngineType, FederationEngine, DataSet, InputArtifactType, ArtifactSourceType, \ ComputingEngine -from fate_flow.errors.server_error import JobParamsError -from fate_flow.manager.outputs.model import ModelMeta from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.runtime.system_settings import ENGINES, PROXY, FATE_FLOW_CONF_PATH, HOST, HTTP_PORT, PROTOCOL, \ - API_VERSION, PARTY_ID, LOCAL_PARTY_ID + API_VERSION from fate_flow.utils import job_utils, file_utils -from .. import TaskParserABC, JobParserABC class TaskNodeInfo(object): @@ -125,7 +122,7 @@ def conf(self, conf): self._conf = conf -class TaskParser(TaskParserABC): +class TaskParser(object): def __init__(self, task_node, job_id, task_name, role=None, party_id=None, task_id="", execution_id="", model_id="", model_version="", task_version=None, parties=None, provider=None, **kwargs): self.task_node = task_node @@ -685,7 +682,7 @@ def translate_dag(cls, src, dst, adapter_map, *args, **kwargs): return translate_func(*args, **kwargs) -class JobParser(JobParserABC): +class JobParser(object): def __init__(self, dag_conf): self.dag_parser = DagParser() self.dag_parser.parse_dag(dag_conf) @@ -743,35 +740,6 @@ def role_parameters(self, role, party_id): _dict[task_node.component_ref] = task_node.runtime_parameters.get(role, {}).get(party_id, {}) return _dict - @classmethod - def update_job_default_params(cls, dag_schema: DAGSchema, is_local: bool = False): - if not dag_schema.dag.conf: - dag_schema.dag.conf = JobConfSpec() - dag_schema.dag.conf.initiator_party_id = PARTY_ID - if not dag_schema.dag.conf.scheduler_party_id: - if not is_local: - dag_schema.dag.conf.scheduler_party_id = PARTY_ID - else: - dag_schema.dag.conf.scheduler_party_id = LOCAL_PARTY_ID - if not dag_schema.dag.conf.computing_partitions: - dag_schema.dag.conf.computing_partitions = JobDefaultConfig.computing_partitions - return dag_schema - - @classmethod - def check_job_params(cls, dag_schema: DAGSchema): - # check inheritance - job_utils.inheritance_check(dag_schema.dag.conf.inheritance) - - # check model warehouse - model_warehouse = dag_schema.dag.conf.model_warehouse - if model_warehouse: - if not ModelMeta.query(model_id=model_warehouse.model_id, model_version=model_warehouse.model_version): - raise JobParamsError( - model_id=model_warehouse.model_id, - model_version=model_warehouse.model_version, - position="dag_schema.dag.conf.model_warehouse" - ) - def get_runtime_roles_on_party(self, task_name, party_id): return self.dag_parser.get_runtime_roles_on_party(task_name, party_id) diff --git a/python/fate_flow/controller/permission_controller.py b/python/fate_flow/controller/permission.py similarity index 54% rename from python/fate_flow/controller/permission_controller.py rename to python/fate_flow/controller/permission.py index d55b48a49..1c3f123a8 100644 --- a/python/fate_flow/controller/permission_controller.py +++ b/python/fate_flow/controller/permission.py @@ -1,14 +1,147 @@ -from fate_flow.db.casbin_models import PERMISSION_CASBIN as PC +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +import hashlib +import time + +from fate_flow.db.casbin_models import FATE_CASBIN, PERMISSION_CASBIN as PC from fate_flow.errors.server_error import NoPermission, PermissionOperateError from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.utils.log_utils import getLogger from fate_flow.entity.types import PermissionParameters, DataSet, PermissionType from fate_flow.hook.common.parameters import PermissionReturn +from fate_flow.errors.server_error import RequestExpired, NoFoundAppid, InvalidParameter, RoleTypeError +from fate_flow.manager.service.app_manager import AppManager +from fate_flow.runtime.runtime_config import RuntimeConfig +from fate_flow.runtime.system_settings import CLIENT_AUTHENTICATION, SITE_AUTHENTICATION +from fate_flow.utils.base_utils import generate_random_id +from fate_flow.utils.wraps_utils import switch_function, check_permission logger = getLogger("permission") +class Authentication(object): + @classmethod + def md5_sign(cls, app_id, app_token, user_name, initiator_party_id, timestamp, nonce): + key = hashlib.md5(str(app_id + user_name + initiator_party_id + nonce + timestamp).encode("utf8")).hexdigest().lower() + sign = hashlib.md5(str(key + app_token).encode("utf8")).hexdigest().lower() + return sign + + @classmethod + def md5_verify(cls, app_id, timestamp, nonce, signature, user_name="", initiator_party_id=""): + if cls.check_if_expired(timestamp): + raise RequestExpired() + apps = AppManager.query_app(app_id=app_id) + if apps: + _signature = cls.md5_sign( + app_id=app_id, + app_token=apps[0].f_app_token, + user_name=user_name, + initiator_party_id=initiator_party_id, + timestamp=timestamp, + nonce=nonce + ) + return _signature == signature + else: + raise NoFoundAppid(app_id=app_id) + + @staticmethod + def generate_timestamp(): + return str(int(time.time()*1000)) + + @staticmethod + def generate_nonce(): + return generate_random_id(length=4, only_number=True) + + @staticmethod + def check_if_expired(timestamp, timeout=60): + expiration = int(timestamp) + timeout * 1000 + if expiration < int(time.time() * 1000): + return True + else: + return False + + +class PermissionController(object): + @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + def add_policy(role, resource, permission): + return FATE_CASBIN.add_policy(role, resource, permission) + + @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + @AppManager.check_app_id + @check_permission(operate="grant", types="permission") + @AppManager.check_app_type + def add_role_for_user(app_id, role, init=False): + PermissionController.check_permission_role(role) + return FATE_CASBIN.add_role_for_user(app_id, role) + + @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + @AppManager.check_app_id + @check_permission(operate="delete", types="permission") + # @AppManager.check_app_type + def delete_role_for_user(app_id, role, grant_role=None, init=False): + role_type = role + PermissionController.check_permission_role(role) + app_info = AppManager.query_app(app_id=app_id) + if grant_role == "super_client": + grant_role = "client" + if grant_role and grant_role != app_info[0].f_app_type: + raise RoleTypeError(role=grant_role) + return FATE_CASBIN.delete_role_for_suer(app_id, role_type) + + @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + @AppManager.check_app_id + @check_permission(operate="query", types="permission") + def get_roles_for_user(app_id): + return FATE_CASBIN.get_roles_for_user(app_id) + + @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + def get_permissions_for_user(app_id): + return FATE_CASBIN.get_permissions_for_user(app_id) + + @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + @AppManager.check_app_id + def delete_roles_for_user(app_id): + return FATE_CASBIN.delete_roles_for_user(app_id) + + @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + @AppManager.check_app_id + def has_role_for_user(app_id, role): + return FATE_CASBIN.has_role_for_user(app_id, role) + + @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + @AppManager.check_app_id + def enforcer(app_id, resource, permission): + return FATE_CASBIN.enforcer(app_id, resource, permission) + + @staticmethod + def check_permission_role(role): + if role not in RuntimeConfig.CLIENT_ROLE: + raise InvalidParameter(role=role) + + class ResourcePermissionController: def __init__(self, party_id): self.party_id = party_id diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task.py similarity index 98% rename from python/fate_flow/controller/task_controller.py rename to python/fate_flow/controller/task.py index 616593e06..3e73ff654 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task.py @@ -18,11 +18,11 @@ import yaml +from fate_flow.controller.parser import JobParser from fate_flow.db.db_models import Task from fate_flow.db.schedule_models import ScheduleTask, ScheduleJob, ScheduleTaskStatus from fate_flow.engine.devices import build_engine, EngineABC from fate_flow.entity.spec.dag import DAGSchema, LauncherSpec -from fate_flow.hub.flow_hub import FlowHub from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.manager.service.worker_manager import WorkerManager from fate_flow.runtime.job_default_config import JobDefaultConfig @@ -30,7 +30,7 @@ from fate_flow.controller.federated import FederatedScheduler from fate_flow.entity.types import EndStatus, TaskStatus, FederatedCommunicationType, LauncherType from fate_flow.entity.code import FederatedSchedulingStatusCode -from fate_flow.operation.job_saver import JobSaver, ScheduleJobSaver +from fate_flow.manager.operation.job_saver import JobSaver, ScheduleJobSaver from fate_flow.utils import job_utils from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.log_utils import schedule_logger @@ -43,7 +43,7 @@ class TaskController(object): def create_tasks(cls, job_id: str, role: str, party_id: str, dag_schema: DAGSchema, task_run=None, task_cores=None, is_scheduler=False): schedule_logger(job_id).info(f"start create {'scheduler' if is_scheduler else 'partner'} tasks ...") - job_parser = FlowHub.load_job_parser(dag_schema) + job_parser = JobParser(dag_schema) task_list = job_parser.topological_sort() for task_name in task_list: cls.create_task(job_id, role, party_id, task_name, dag_schema, job_parser, task_run=task_run, @@ -136,7 +136,7 @@ def create_schedule_tasks(job: ScheduleJob, dag_schema): @classmethod def create_scheduler_tasks_status(cls, job_id, dag_schema, task_version=0, auto_retries=None, task_name=None): schedule_logger(job_id).info("start create schedule task status info") - job_parser = FlowHub.load_job_parser(dag_schema) + job_parser = JobParser(dag_schema) if task_name: task_list = [task_name] else: @@ -219,7 +219,7 @@ def create_new_version_task(cls, task: Task, new_version): if not jobs: return False dag_schema = DAGSchema(**jobs[0].f_dag) - job_parser = FlowHub.load_job_parser(dag_schema) + job_parser = JobParser(dag_schema) cls.create_task( task.f_job_id, task.f_role, task.f_party_id, task.f_task_name, dag_schema, job_parser, task_run=task.f_task_run, task_cores=task.f_task_cores, is_scheduler=False, task_version=new_version @@ -237,7 +237,7 @@ def create_new_version_schedule_task(cls, job, task, auto): dag_schema = DAGSchema(**job.f_dag) if status_code != FederatedSchedulingStatusCode.SUCCESS: raise Exception(f"create {task.f_task_id} new version failed") - job_parser = FlowHub.load_job_parser(dag_schema) + job_parser = JobParser(dag_schema) for party in job.f_parties: _role = party.get("role") for _party_id in party.get("party_id"): diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index 79326f2e3..690d44abd 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -23,7 +23,7 @@ from fate_flow.adapter import init_adapter from fate_flow.apps import app -from fate_flow.controller.config_manager import ConfigManager +from fate_flow.manager.service.config_manager import ConfigManager from fate_flow.hook import HookManager from fate_flow.manager.service.app_manager import AppManager from fate_flow.manager.service.provider_manager import ProviderManager diff --git a/python/fate_flow/hook/flow/client_authentication.py b/python/fate_flow/hook/flow/client_authentication.py index 18f97c16f..58f9e4b8d 100644 --- a/python/fate_flow/hook/flow/client_authentication.py +++ b/python/fate_flow/hook/flow/client_authentication.py @@ -1,4 +1,4 @@ -from fate_flow.controller.app_controller import Authentication, PermissionController +from fate_flow.controller.permission import Authentication, PermissionController from fate_flow.entity.code import ReturnCode from fate_flow.errors.server_error import InvalidParameter from fate_flow.hook import HookManager diff --git a/python/fate_flow/hook/flow/permission.py b/python/fate_flow/hook/flow/permission.py index 1db64fcdf..efb92951c 100644 --- a/python/fate_flow/hook/flow/permission.py +++ b/python/fate_flow/hook/flow/permission.py @@ -1,4 +1,4 @@ -from fate_flow.controller.permission_controller import PermissionCheck +from fate_flow.controller.permission import PermissionCheck from fate_flow.entity.code import ReturnCode from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import PermissionCheckParameters, PermissionReturn diff --git a/python/fate_flow/hook/flow/site_authentication.py b/python/fate_flow/hook/flow/site_authentication.py index 70706a253..12c132f92 100644 --- a/python/fate_flow/hook/flow/site_authentication.py +++ b/python/fate_flow/hook/flow/site_authentication.py @@ -1,6 +1,6 @@ import hashlib -from fate_flow.controller.app_controller import PermissionController, Authentication +from fate_flow.controller.permission import PermissionController, Authentication from fate_flow.entity.code import ReturnCode from fate_flow.errors.server_error import NoFoundAppid from fate_flow.hook import HookManager diff --git a/python/fate_flow/hub/flow_hub.py b/python/fate_flow/hub/flow_hub.py index 60633f009..66b779b29 100644 --- a/python/fate_flow/hub/flow_hub.py +++ b/python/fate_flow/hub/flow_hub.py @@ -16,18 +16,11 @@ from importlib import import_module from fate_flow.entity.types import ProviderName, ProviderDevice -from fate_flow.hub.parser import JobParserABC from fate_flow.runtime.component_provider import ComponentProvider -from fate_flow.runtime.system_settings import DEFAULT_JOB_PARSER_MODULE, DEFAULT_COMPONENTS_WRAPS_MODULE +from fate_flow.runtime.system_settings import DEFAULT_COMPONENTS_WRAPS_MODULE class FlowHub: - @staticmethod - def load_job_parser(dag, module_name=DEFAULT_JOB_PARSER_MODULE) -> JobParserABC: - class_name = module_name.split(".")[-1] - module = ".".join(module_name.split(".")[:-1]) - return getattr(import_module(module), class_name)(dag) - @staticmethod def load_components_wraps(config, module_name=None): if not module_name: diff --git a/python/fate_flow/hub/parser/__init__.py b/python/fate_flow/hub/parser/__init__.py deleted file mode 100644 index ca37de1e7..000000000 --- a/python/fate_flow/hub/parser/__init__.py +++ /dev/null @@ -1,72 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import abc -from abc import ABCMeta - - -class TaskParserABC(metaclass=ABCMeta): - @property - @abc.abstractmethod - def need_run(self): - ... - - @property - @abc.abstractmethod - def component_ref(self): - ... - - @property - @abc.abstractmethod - def task_parameters(self): - ... - - -class JobParserABC(metaclass=ABCMeta): - @abc.abstractmethod - def topological_sort(self): - ... - - @classmethod - @abc.abstractmethod - def infer_dependent_tasks(cls, task_input): - ... - - @abc.abstractmethod - def get_task_node(self, task_name): - ... - - @property - def task_parser(self): - return TaskParserABC - - @abc.abstractmethod - def component_ref_list(self, role, party_id): - ... - - @abc.abstractmethod - def dataset_list(self, role, party_id): - ... - - @abc.abstractmethod - def role_parameters(self, role, party_id): - ... - - @abc.abstractmethod - def check_job_params(self, **kwargs): - ... - - @abc.abstractmethod - def update_job_default_params(self, **kwargs): - ... diff --git a/python/fate_flow/hub/parser/fate/__init__.py b/python/fate_flow/hub/parser/fate/__init__.py deleted file mode 100644 index ec9bae71f..000000000 --- a/python/fate_flow/hub/parser/fate/__init__.py +++ /dev/null @@ -1,21 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -from fate_flow.hub.parser.fate._parser import TaskNodeInfo, JobParser, TaskParser - -__all__ = [ - "TaskNodeInfo", "JobParser", "TaskParser" -] - - diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index 15b7622b1..19e442ee2 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -15,7 +15,7 @@ # import uuid -from fate_flow.controller.job_controller import JobController +from fate_flow.controller.job import JobController from fate_flow.entity.code import ReturnCode from fate_flow.entity.types import EngineType from fate_flow.manager.components.base import Base diff --git a/python/fate_flow/operation/__init__.py b/python/fate_flow/manager/operation/__init__.py similarity index 100% rename from python/fate_flow/operation/__init__.py rename to python/fate_flow/manager/operation/__init__.py diff --git a/python/fate_flow/operation/base_saver.py b/python/fate_flow/manager/operation/base_saver.py similarity index 100% rename from python/fate_flow/operation/base_saver.py rename to python/fate_flow/manager/operation/base_saver.py diff --git a/python/fate_flow/operation/job_saver.py b/python/fate_flow/manager/operation/job_saver.py similarity index 98% rename from python/fate_flow/operation/job_saver.py rename to python/fate_flow/manager/operation/job_saver.py index b961e9872..3f24d65d6 100644 --- a/python/fate_flow/operation/job_saver.py +++ b/python/fate_flow/manager/operation/job_saver.py @@ -13,13 +13,12 @@ # See the License for the specific language governing permissions and # limitations under the License. # -import time from fate_flow.db.base_models import DB from fate_flow.db.db_models import Job, Task from fate_flow.entity.types import PROTOCOL from fate_flow.errors.server_error import NoFoundTask -from fate_flow.operation.base_saver import BaseSaver +from fate_flow.manager.operation.base_saver import BaseSaver from fate_flow.db.schedule_models import ScheduleJob, ScheduleTask, ScheduleTaskStatus diff --git a/python/fate_flow/manager/outputs/model/handel/_base.py b/python/fate_flow/manager/outputs/model/handel/_base.py index a4179908d..a827efb04 100644 --- a/python/fate_flow/manager/outputs/model/handel/_base.py +++ b/python/fate_flow/manager/outputs/model/handel/_base.py @@ -23,7 +23,7 @@ from fate_flow.entity.spec.flow import Metadata from fate_flow.errors.server_error import NoFoundModelOutput from fate_flow.manager.outputs.model.model_meta import ModelMeta -from fate_flow.operation.job_saver import JobSaver +from fate_flow.manager.operation.job_saver import JobSaver class IOHandle(object): diff --git a/python/fate_flow/manager/pipeline/pipeline.py b/python/fate_flow/manager/pipeline/pipeline.py index 16c8289f6..144c7e9a9 100644 --- a/python/fate_flow/manager/pipeline/pipeline.py +++ b/python/fate_flow/manager/pipeline/pipeline.py @@ -1,6 +1,4 @@ -from fate_flow.operation.job_saver import JobSaver -from fate_flow.utils.log_utils import schedule_logger - +from fate_flow.manager.operation.job_saver import JobSaver def pipeline_dag_dependency(job): diff --git a/python/fate_flow/controller/config_manager.py b/python/fate_flow/manager/service/config_manager.py similarity index 100% rename from python/fate_flow/controller/config_manager.py rename to python/fate_flow/manager/service/config_manager.py diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index 18d127fca..6f0ac1206 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -147,5 +147,4 @@ # hub module settings # define： xxx.class_name -DEFAULT_JOB_PARSER_MODULE = "fate_flow.hub.parser.fate.JobParser" DEFAULT_COMPONENTS_WRAPS_MODULE = "fate_flow.hub.components_wraps.fate.FlowWraps" diff --git a/python/fate_flow/scheduler/detector.py b/python/fate_flow/scheduler/detector.py index cc87bf5f9..9ddd7536c 100644 --- a/python/fate_flow/scheduler/detector.py +++ b/python/fate_flow/scheduler/detector.py @@ -17,7 +17,7 @@ from fate_flow.engine.devices import build_engine from fate_flow.entity.types import TaskStatus, JobStatus -from fate_flow.operation.job_saver import JobSaver +from fate_flow.manager.operation.job_saver import JobSaver from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.controller.federated import FederatedScheduler from fate_flow.utils.cron import Cron diff --git a/python/fate_flow/scheduler/scheduler.py b/python/fate_flow/scheduler/scheduler.py index a4696f1bf..913619679 100644 --- a/python/fate_flow/scheduler/scheduler.py +++ b/python/fate_flow/scheduler/scheduler.py @@ -13,24 +13,20 @@ # See the License for the specific language governing permissions and # limitations under the License. import abc -from copy import deepcopy from pydantic import typing -from fate_flow.controller.task_controller import TaskController +from fate_flow.controller.task import TaskController from fate_flow.entity.code import SchedulingStatusCode, FederatedSchedulingStatusCode from fate_flow.entity.spec.dag import DAGSchema from fate_flow.db.schedule_models import ScheduleJob, ScheduleTaskStatus from fate_flow.entity.types import StatusSet, JobStatus, TaskStatus, EndStatus, InterruptStatus, ResourceOperation, \ - FederatedCommunicationType, AutoRerunStatus, ComputingEngine, EngineType, PROTOCOL + FederatedCommunicationType, AutoRerunStatus from fate_flow.entity.code import ReturnCode from fate_flow.errors.server_error import NoFoundJob -from fate_flow.hub.flow_hub import FlowHub -from fate_flow.hub.parser import JobParserABC -from fate_flow.hub.parser.fate import JobParser -from fate_flow.operation.job_saver import ScheduleJobSaver +from fate_flow.controller.parser import JobParser +from fate_flow.manager.operation.job_saver import ScheduleJobSaver from fate_flow.runtime.job_default_config import JobDefaultConfig -from fate_flow.runtime.system_settings import ENGINES, COMPUTING_CONF, IGNORE_RESOURCE_ROLES, PARTY_ID, LOCAL_PARTY_ID from fate_flow.controller.federated import FederatedScheduler from fate_flow.utils import schedule_utils, wraps_utils, job_utils from fate_flow.utils.base_utils import json_dumps @@ -426,7 +422,7 @@ class TaskScheduler(object): def schedule(cls, job): schedule_logger(job.f_job_id).info("scheduling job tasks") dag_schema = DAGSchema(**job.f_dag) - job_parser = FlowHub.load_job_parser(DAGSchema(**job.f_dag)) + job_parser = JobParser(DAGSchema(**job.f_dag)) tasks_group = ScheduleJobSaver.get_status_tasks_asc(job_id=job.f_job_id) waiting_tasks = {} auto_rerun_tasks = [] @@ -600,3 +596,5 @@ def calculate_multi_party_task_status(cls, tasks_party_status): if TaskStatus.SUCCESS in tmp_status_set: return TaskStatus.RUNNING raise Exception("Calculate task status failed: {}".format(tasks_party_status)) + + diff --git a/python/fate_flow/utils/job_utils.py b/python/fate_flow/utils/job_utils.py index b37e266d1..3cb6184a3 100644 --- a/python/fate_flow/utils/job_utils.py +++ b/python/fate_flow/utils/job_utils.py @@ -23,7 +23,7 @@ from fate_flow.entity.spec.dag import InheritConfSpec from fate_flow.entity.types import TaskStatus from fate_flow.errors.server_error import InheritanceFailed -from fate_flow.operation.job_saver import JobSaver +from fate_flow.manager.operation.job_saver import JobSaver from fate_flow.runtime.system_settings import LOG_DIR, JOB_DIR, WORKERS_DIR from fate_flow.utils.base_utils import fate_uuid diff --git a/python/fate_flow/utils/permission_utils.py b/python/fate_flow/utils/permission_utils.py index 92ebc557d..ab4fe9d8d 100644 --- a/python/fate_flow/utils/permission_utils.py +++ b/python/fate_flow/utils/permission_utils.py @@ -13,14 +13,21 @@ # See the License for the specific language governing permissions and # limitations under the License. # +from functools import wraps +from flask import request as flask_request + +from fate_flow.controller.parser import JobParser +from fate_flow.entity.code import ReturnCode from fate_flow.entity.spec.dag import DAGSchema +from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import PermissionCheckParameters -from fate_flow.hub.flow_hub import FlowHub +from fate_flow.runtime.system_settings import PERMISSION_SWITCH +from fate_flow.utils.api_utils import API def get_permission_parameters(role, party_id, initiator_party_id, job_info) -> PermissionCheckParameters: dag_schema = DAGSchema(**job_info['dag_schema']) - job_parser = FlowHub.load_job_parser(dag_schema) + job_parser = JobParser(dag_schema) component_list = job_parser.component_ref_list(role, party_id) dataset_list = job_parser.dataset_list(role, party_id) component_parameters = job_parser.role_parameters(role, party_id) @@ -32,3 +39,23 @@ def get_permission_parameters(role, party_id, initiator_party_id, job_info) -> P dag_schema=dag_schema.dict(), component_parameters=component_parameters ) + + +def create_job_request_check(func): + @wraps(func) + def _wrapper(*_args, **_kwargs): + party_id = _kwargs.get("party_id") + role = _kwargs.get("role") + body = flask_request.json + headers = flask_request.headers + initiator_party_id = headers.get("initiator_party_id") + + # permission check + if PERMISSION_SWITCH: + permission_return = HookManager.permission_check(get_permission_parameters( + role, party_id, initiator_party_id, body + )) + if permission_return.code != ReturnCode.Base.SUCCESS: + return API.Output.fate_flow_exception(permission_return) + return func(*_args, **_kwargs) + return _wrapper diff --git a/python/fate_flow/utils/wraps_utils.py b/python/fate_flow/utils/wraps_utils.py index 08848800b..9c6c10a7d 100644 --- a/python/fate_flow/utils/wraps_utils.py +++ b/python/fate_flow/utils/wraps_utils.py @@ -20,13 +20,11 @@ from flask import request as flask_request from fate_flow.errors.server_error import NoFoundTask, ResponseException, NoFoundINSTANCE, NoPermission -from fate_flow.hook import HookManager -from fate_flow.operation.job_saver import JobSaver +from fate_flow.manager.operation.job_saver import JobSaver from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.runtime.system_settings import HOST, HTTP_PORT, API_VERSION, PERMISSION_SWITCH +from fate_flow.runtime.system_settings import HOST, HTTP_PORT, API_VERSION from fate_flow.utils.api_utils import API, federated_coordination_on_http from fate_flow.utils.log_utils import schedule_logger -from fate_flow.utils.permission_utils import get_permission_parameters from fate_flow.utils.requests_utils import request from fate_flow.utils.schedule_utils import schedule_signal from fate_flow.db.casbin_models import FATE_CASBIN @@ -160,26 +158,6 @@ def _wrapper(*args, **kwargs): return _wrapper -def create_job_request_check(func): - @wraps(func) - def _wrapper(*_args, **_kwargs): - party_id = _kwargs.get("party_id") - role = _kwargs.get("role") - body = flask_request.json - headers = flask_request.headers - initiator_party_id = headers.get("initiator_party_id") - - # permission check - if PERMISSION_SWITCH: - permission_return = HookManager.permission_check(get_permission_parameters( - role, party_id, initiator_party_id, body - )) - if permission_return.code != ReturnCode.Base.SUCCESS: - return API.Output.fate_flow_exception(permission_return) - return func(*_args, **_kwargs) - return _wrapper - - def check_permission(operate=None, types=None): def _inner(func): @wraps(func) From eddbb46b5a91490b76cd74b7119ef2cf023df0c3 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 9 Nov 2023 15:22:08 +0800 Subject: [PATCH 330/482] fate container Signed-off-by: zhihuiwan <15779896112@163.com> --- .../adapter/bfia/apps/interconn_app.py | 2 +- .../adapter/bfia/container/__init__.py | 14 + .../bfia/container/entrypoint/__init__.py | 14 + .../adapter/bfia/container/entrypoint/cli.py | 81 +++ .../bfia/container/entrypoint/runner.py | 29 ++ .../adapter/bfia/container/wraps/__init__.py | 0 .../adapter/bfia/container/wraps/wraps.py | 492 ++++++++++++++++++ .../adapter/bfia/engine_storage/__init__.py | 29 ++ .../adapter/bfia/engine_storage/client.py | 58 +++ .../adapter/bfia/engine_storage/consts.py | 4 + .../adapter/bfia/engine_storage/meta.py | 66 +++ .../adapter/bfia/engine_storage/session.py | 85 +++ .../adapter/bfia/engine_storage/table.py | 163 ++++++ .../bfia/examples/job/bfia_psi_lr.json | 138 +++++ .../bfia/examples/job/bfia_psi_sbt.json | 157 ++++++ .../bfia/examples/job/fate_components.json | 80 +++ .../bfia/examples/job/fate_psi_lr.json | 70 +-- ...mponents.json => unionpay_components.json} | 0 .../adapter/bfia/examples/test/test_job.py | 6 +- python/fate_flow/engine/backend/_eggroll.py | 3 +- python/fate_flow/entity/spec/dag/__init__.py | 2 +- .../fate_flow/entity/spec/dag/_component.py | 9 +- python/fate_flow/entity/spec/dag/_logger.py | 2 + .../manager/service/worker_manager.py | 18 +- python/fate_flow/runtime/system_settings.py | 1 - python/ofx/api/models/bfia/worker.py | 94 +--- 26 files changed, 1450 insertions(+), 167 deletions(-) create mode 100644 python/fate_flow/adapter/bfia/container/__init__.py create mode 100644 python/fate_flow/adapter/bfia/container/entrypoint/__init__.py create mode 100644 python/fate_flow/adapter/bfia/container/entrypoint/cli.py create mode 100644 python/fate_flow/adapter/bfia/container/entrypoint/runner.py create mode 100644 python/fate_flow/adapter/bfia/container/wraps/__init__.py create mode 100644 python/fate_flow/adapter/bfia/container/wraps/wraps.py create mode 100644 python/fate_flow/adapter/bfia/engine_storage/__init__.py create mode 100644 python/fate_flow/adapter/bfia/engine_storage/client.py create mode 100644 python/fate_flow/adapter/bfia/engine_storage/consts.py create mode 100644 python/fate_flow/adapter/bfia/engine_storage/meta.py create mode 100644 python/fate_flow/adapter/bfia/engine_storage/session.py create mode 100644 python/fate_flow/adapter/bfia/engine_storage/table.py create mode 100644 python/fate_flow/adapter/bfia/examples/job/bfia_psi_lr.json create mode 100644 python/fate_flow/adapter/bfia/examples/job/bfia_psi_sbt.json create mode 100644 python/fate_flow/adapter/bfia/examples/job/fate_components.json rename python/fate_flow/adapter/bfia/examples/job/{components.json => unionpay_components.json} (100%) diff --git a/python/fate_flow/adapter/bfia/apps/interconn_app.py b/python/fate_flow/adapter/bfia/apps/interconn_app.py index 35335ca2d..3828c20e9 100644 --- a/python/fate_flow/adapter/bfia/apps/interconn_app.py +++ b/python/fate_flow/adapter/bfia/apps/interconn_app.py @@ -86,7 +86,7 @@ def callback_task(task_id, role, status, x_node_id): @API.Input.json(dag=fields.Dict(required=True)) @API.Input.json(config=fields.Dict(required=True)) @API.Input.json(old_job_id=fields.String(required=False)) -def create_job(job_id, dag, config, flow_id=None, old_job_id=None): +def create_job(job_id, dag, config, flow_id="", old_job_id=""): dag_schema = { "dag": { "dag": dag, diff --git a/python/fate_flow/adapter/bfia/container/__init__.py b/python/fate_flow/adapter/bfia/container/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/fate_flow/adapter/bfia/container/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/fate_flow/adapter/bfia/container/entrypoint/__init__.py b/python/fate_flow/adapter/bfia/container/entrypoint/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/fate_flow/adapter/bfia/container/entrypoint/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/fate_flow/adapter/bfia/container/entrypoint/cli.py b/python/fate_flow/adapter/bfia/container/entrypoint/cli.py new file mode 100644 index 000000000..94bd9f812 --- /dev/null +++ b/python/fate_flow/adapter/bfia/container/entrypoint/cli.py @@ -0,0 +1,81 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import json +import logging + +import click + +from fate_flow.adapter.bfia.container.wraps.wraps import BfiaWraps +from fate_flow.adapter.bfia.utils.spec.task import TaskRuntimeEnv + +logger = logging.getLogger(__name__) + + +@click.group() +def component(): + """ + Manipulate components: execute, list, generate describe file + """ + + +@component.command() +def entrypoint(): + configs = load_config_from_env() + logger = logging.getLogger(__name__) + logger.debug(f"task config: {configs}") + BfiaWraps(TaskRuntimeEnv(**configs)).run() + + +def load_config_from_env(): + import os + + config = {} + component_env_keys = ["system", "config", "runtime"] + sep = '.' + + for name in os.environ: + for key in component_env_keys: + if name.startswith(f"{key}{sep}"): + conf = os.environ[name] + try: + conf = json.loads(os.environ[name]) + except: + pass + config[name] = conf + + return unflatten_dict(config) + + +def unflatten_dict(flat_dict, sep='.'): + nested_dict = {} + + for key, value in flat_dict.items(): + keys = key.split(sep) + temp_dict = nested_dict + + for k in keys[:-1]: + if k not in temp_dict: + temp_dict[k] = {} + temp_dict = temp_dict[k] + + last_key = keys[-1] + if last_key in temp_dict and not isinstance(temp_dict[last_key], dict): + temp_dict[last_key] = {last_key: temp_dict[last_key]} + if last_key in temp_dict: + temp_dict[last_key].update({last_key: value}) + else: + temp_dict[last_key] = value + + return nested_dict diff --git a/python/fate_flow/adapter/bfia/container/entrypoint/runner.py b/python/fate_flow/adapter/bfia/container/entrypoint/runner.py new file mode 100644 index 000000000..316deb1e1 --- /dev/null +++ b/python/fate_flow/adapter/bfia/container/entrypoint/runner.py @@ -0,0 +1,29 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +class Submit: + @staticmethod + def run(): + import click + from fate_flow.adapter.bfia.container.entrypoint.cli import component + + cli = click.Group() + cli.add_command(component) + cli(prog_name="python -m fate_flow.adapter.bfia.container.entrypoint") + + +if __name__ == "__main__": + Submit.run() diff --git a/python/fate_flow/adapter/bfia/container/wraps/__init__.py b/python/fate_flow/adapter/bfia/container/wraps/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/fate_flow/adapter/bfia/container/wraps/wraps.py b/python/fate_flow/adapter/bfia/container/wraps/wraps.py new file mode 100644 index 000000000..f2b84f1f7 --- /dev/null +++ b/python/fate_flow/adapter/bfia/container/wraps/wraps.py @@ -0,0 +1,492 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import json +import logging +import os.path +import subprocess +import sys +import tarfile +import traceback +import uuid +from urllib.parse import urlparse + +import yaml +from tempfile import TemporaryDirectory + +from fate_flow.adapter.bfia.settings import CONTAINER_HOME +from fate_flow.adapter.bfia.utils.entity.status import TaskStatus +from fate_flow.adapter.bfia.utils.spec.task import TaskRuntimeEnv +from fate_flow.engine.backend import build_backend +from fate_flow.entity.code import ReturnCode +from fate_flow.entity.spec.dag import TaskConfigSpec, ArtifactInputApplySpec, Metadata, ArtifactOutputApplySpec, \ + ComponentSpecV1, TaskRuntimeConfSpec, FlowLogger, StandaloneComputingSpec, OSXFederationSpec, ComponentOutputMeta, \ + ArtifactOutputSpec +from fate_flow.entity.types import ProviderName +from fate_flow.hub.components_wraps import WrapsABC +from fate_flow.manager.worker.fate_executor import FateSubmit +from fate_flow.runtime.system_settings import DEFAULT_OUTPUT_DATA_PARTITIONS +from ofx.api.client import BfiaSchedulerApi + +logger = logging.getLogger(__name__) + +COMPUTING_ENGINE = "standalone" + + +class BfiaWraps(WrapsABC): + def __init__(self, config: TaskRuntimeEnv): + self.config = config + self.stages = "" + self.backend = build_backend(backend_name=COMPUTING_ENGINE) + self.io = DataIo(self.config.system.storage) + self._component_desc = None + self._output_map = {} + + @property + def mlmd(self): + if self.config.system.callback: + parsed_url = urlparse(self.config.system.callback) + client = BfiaSchedulerApi( + host=parsed_url.hostname, + port=parsed_url.port) + return client.worker + + @property + def task_info(self): + return { + "job_id": "job", + "role": self.self_role, + "party_id": self.self_party_id, + "task_id": self.config.config.task_id, + "task_version": 0 + } + + @property + def task_input_dir(self): + task_id = self.config.config.task_id + path = os.path.join(CONTAINER_HOME, "jobs", task_id, self.self_role, "input") + os.makedirs(path, exist_ok=True) + return path + + @property + def task_output_dir(self): + task_id = self.config.config.task_id + path = os.path.join(CONTAINER_HOME, "jobs", task_id, self.self_role, "output") + os.makedirs(path, exist_ok=True) + return path + + @property + def component_desc(self) -> ComponentSpecV1: + if not self._component_desc: + self.set_component_desc() + return self._component_desc + + @property + def self_role(self): + return self.config.config.self_role.split(".")[0] + + @property + def self_party_id(self): + role, party_index = self.config.config.self_role.split(".") + return self.config.config.node_id[role][party_index] + + @property + def data_home(self): + path = os.path.join(CONTAINER_HOME, "data") + os.makedirs(path, exist_ok=True) + return path + + @property + def parties(self): + parties_info = [] + for role, infos in self.config.config.node_id.items(): + for index, party_id in infos.items(): + parties_info.append({"role": role, "partyid": party_id}) + parties = { + "local": {"role": self.self_role, "partyid": self.self_party_id}, + "parties": parties_info + } + return parties + + @property + def generate_conf(self): + return TaskRuntimeConfSpec( + logger=self._generate_logger_conf(), + device=self._generate_device(), + computing=self._generate_computing_conf(), + federation=self._generate_federation_conf(), + storage=self.generate_storage_conf() + ) + + def task_logs_dir(self, *args): + task_id = self.config.config.task_id + path = os.path.join(CONTAINER_HOME, "logs", task_id, *args) + os.makedirs(path, exist_ok=True) + return path + + def cleanup(self): + pass + + def run(self): + code = 0 + try: + config = self.preprocess() + output_meta = self.run_component(config) + self.push_output(output_meta) + code = output_meta.status.code + if output_meta.status.code != ReturnCode.Base.SUCCESS: + code = ReturnCode.Task.COMPONENT_RUN_FAILED + exceptions = output_meta.status.exceptions + logger.error(exceptions) + except Exception as e: + traceback.format_exc() + code = ReturnCode.Task.TASK_RUN_FAILED + logger.error(e) + finally: + self.report_status(code) + + def preprocess(self): + # set log + self._generate_logger_conf().install() + logger = logging.getLogger(__name__) + + # input + logger.info("start generating input artifacts") + logger.info(self.config) + input_artifacts = self._preprocess_input_artifacts() + logger.info("input artifacts are ready") + logger.debug(input_artifacts) + logger.info(f"PYTHON PATH: {os.environ.get('PYTHONPATH')}") + + output_artifacts = self._preprocess_output_artifacts() + + logger.info(f"output_artifacts: {output_artifacts}") + config = TaskConfigSpec( + job_id="", + task_id=self.config.config.task_id, + party_task_id=f"{self.config.config.task_id}_{self.self_role}", + component=self.config.runtime.component.name, + role=self.self_role, + party_id=self.self_party_id, + stage=self.stages, + parameters=self.config.runtime.component.parameter, + input_artifacts=input_artifacts, + output_artifacts=output_artifacts, + conf=self.generate_conf, + task_name=self.config.runtime.component.name + ) + logger.debug(config) + return config + + def run_component(self, config): + task_parameters = config.dict() + logger.info("start run task") + os.makedirs(self.task_input_dir, exist_ok=True) + os.makedirs(self.task_output_dir, exist_ok=True) + conf_path = os.path.join(self.task_input_dir, "task_parameters.yaml") + task_result = os.path.join(self.task_output_dir, "task_result.yaml") + with open(conf_path, "w") as f: + yaml.dump(task_parameters, f) + self.backend.run( + provider_name=ProviderName.FATE, + task_info=self.task_info, + engine_run={"cores": 4}, + run_parameters=task_parameters, + output_path=task_result, + conf_path=conf_path, + sync=True, + config_dir=self.task_output_dir, std_dir=self.task_output_dir + ) + logger.info("finish task") + if os.path.exists(task_result): + with open(task_result, "r") as f: + try: + result = json.load(f) + output_meta = ComponentOutputMeta.parse_obj(result) + logger.debug(output_meta) + except: + logger.error(f"Task run failed, you can see the task result file for details: {task_result}") + else: + output_meta = ComponentOutputMeta(status=ComponentOutputMeta.Status( + code=ReturnCode.Task.NO_FOUND_RUN_RESULT, + exceptions=f"No found task output. Process exit code. " + )) + return output_meta + + def push_output(self, output_meta: ComponentOutputMeta): + if self.task_end_with_success(output_meta.status.code): + if not output_meta.io_meta: + logger.info("No found io meta, pass push") + return + for key, datas in output_meta.io_meta.outputs.data.items(): + self._push_data(key, ArtifactOutputSpec(**datas)) + + # push model + for key, models in output_meta.io_meta.outputs.model.items(): + self._push_model(key, ArtifactOutputSpec(**models)) + + # push metric + for key, metrics in output_meta.io_meta.outputs.metric.items(): + self._push_metric(key, ArtifactOutputSpec(**metrics)) + + def set_component_desc(self): + component_ref = self.config.runtime.component.name + desc_file = os.path.join(self.task_output_dir, "define.yaml") + module_file_path = sys.modules[FateSubmit.__module__].__file__ + process_cmd = [ + sys.executable, + module_file_path, + "component", + "desc", + "--name", + component_ref, + "--save", + desc_file + ] + + p = subprocess.Popen( + process_cmd, + env=os.environ + ) + p.wait() + if os.path.exists(desc_file): + with open(desc_file, "r") as fr: + desc = yaml.safe_load(fr) + self._component_desc = ComponentSpecV1(**desc) + else: + raise RuntimeError("No found description file") + + def _preprocess_output_artifacts(self): + output_map = {} + output_artifacts = {} + if self.config.runtime.component.output: + for artifacts_type, artifact in self.component_desc.component.output_artifacts.dict().items(): + for key in self.config.runtime.component.output: + if key in artifact: + uri = f"file://{self.task_output_dir}/{key}" + if artifacts_type == "data": + address = self.config.runtime.component.output.get(key) + uri = f"standalone://{self.data_home}/{address.namespace}/{address.name}" + output_artifact = ArtifactOutputApplySpec( + uri=uri, + type_name=artifact[key]["types"][0] + ) + output_map[key] = artifacts_type + output_artifacts[key] = output_artifact + self._output_map = output_map + return output_artifacts + + def _preprocess_input_artifacts(self): + input_artifacts = {} + + os.environ["STANDALONE_DATA_PATH"] = self.data_home + + # only data + data = self.component_desc.component.input_artifacts.data + + if self.config.runtime.component.input: + for name, address in self.config.runtime.component.input.items(): + if name in data: + self.stages = data[name].stages[0] + path = os.path.join(self.data_home, address.namespace, address.name) + os.makedirs(os.path.dirname(path), exist_ok=True) + metadata = self.io.s3_to_local(address, path=path) + input_artifacts[name] = metadata + return input_artifacts + + def _generate_logger_conf(self): + level = "DEBUG" + delay = True + formatters = None + return FlowLogger.create( + task_log_dir=self.task_logs_dir(), + job_party_log_dir=self.task_logs_dir(self.self_role), + level=level, + delay=delay, + formatters=formatters + ) + + @staticmethod + def _generate_device(): + return { + "type": "CPU" + } + + def _generate_computing_conf(self): + return StandaloneComputingSpec( + type=COMPUTING_ENGINE, + metadata={"computing_id": f"{self.config.config.session_id}{self.self_role}"} + ) + + def _generate_federation_conf(self): + host, port = self.config.system.transport.split(":") + return OSXFederationSpec(type="osx", metadata=OSXFederationSpec.MetadataSpec( + federation_id=self.config.config.session_id, + parties=self.parties, + osx_config=OSXFederationSpec.MetadataSpec.OSXConfig(host=host, port=int(port)) + )) + + @staticmethod + def generate_storage_conf(): + return COMPUTING_ENGINE + + @staticmethod + def task_end_with_success(code): + return code == 0 + + def _push_data(self, output_key, output_data: ArtifactOutputSpec): + logger.info("save data") + meta = ArtifactInputApplySpec( + metadata=Metadata( + metadata=dict(options=dict(partitions=DEFAULT_OUTPUT_DATA_PARTITIONS)) + ), + uri="" + ) + meta.metadata.metadata["schema"] = output_data.metadata.metadata.get("schema", {}) + meta.metadata.source = output_data.metadata.source + address = self.config.runtime.component.output.get(output_key) + # table = self.io.storage_session.create_table(name=address.name, namespace=address.namespace) + path = output_data.uri.split("://")[1] + logger.info(f"start upload {path} to s3") + logger.info(f"namespace {address.namespace} name {address.name}") + self.io.upload_to_s3(path, address.name, address.namespace, metadata=meta.dict()) + + def _push_model(self, output_key, output_model: ArtifactOutputSpec): + address = self.config.runtime.component.output.get(output_key) + logger.info("save model") + meta = ArtifactInputApplySpec( + metadata=Metadata( + metadata=dict() + ), + uri="" + ) + meta.metadata.model_key = output_model.metadata.model_key + meta.metadata.source = output_model.metadata.source + meta.metadata.model_overview = output_model.metadata.model_overview + meta.metadata.type_name = output_model.metadata.type_name + self.io.upload_to_s3(output_model.uri.split("://")[1], address.name, address.namespace, metadata=meta.dict()) + + def _push_metric(self, output_key, output_metric: ArtifactOutputSpec): + address = self.config.runtime.component.output.get(output_key) + logger.info("save metric") + meta = ArtifactInputApplySpec( + metadata=Metadata( + metadata=dict() + ), + uri="" + ) + meta.metadata.source = output_metric.metadata.source + meta.metadata.type_name = output_metric.metadata.type_name + self.io.upload_to_s3(output_metric.uri.split("://")[1], address.name, address.namespace, metadata=meta.dict()) + + def report_status(self, code): + if self.task_end_with_success(code): + resp = self.mlmd.report_task_status( + task_id=self.config.config.task_id, + role=self.config.config.self_role, + status=TaskStatus.SUCCESS + ) + else: + resp = self.mlmd.report_task_status( + task_id=self.config.config.task_id, + role=self.config.config.self_role, + status=TaskStatus.FAILED + ) + self.log_response(resp, req_info="report status") + + @staticmethod + def log_response(resp, req_info): + try: + logger.info(resp.json()) + resp_json = resp.json() + if resp_json.get("code") != ReturnCode.Base.SUCCESS: + logging.exception(f"{req_info}: {resp.text}") + except Exception: + logger.error(f"{req_info}: {resp.text}") + + +class DataIo(object): + def __init__(self, s3_address): + self.s3_address = s3_address + self._storage_session = None + + @property + def storage_session(self): + if not self._storage_session: + protocol, host, port, parameters = self.parser_storage_address(self.s3_address) + from fate_flow.adapter.bfia import engine_storage + session = engine_storage.session.S3Session(url=f"http://{host}:{port}", **parameters) + self._storage_session = session + return self._storage_session + + @staticmethod + def parser_storage_address(storage_address): + from urllib.parse import urlparse, parse_qs + # url = "s3://ip:port?name=xxx&password=xxx" + parsed_url = urlparse(storage_address) + protocol = parsed_url.scheme + host = parsed_url.hostname + port = parsed_url.port + + ps = parse_qs(parsed_url.query) + parameters = {} + for key in ps.keys(): + parameters[key] = ps.get(key, [''])[0] + return protocol, host, port, parameters + + def s3_to_local(self, address, path): + table = self.storage_session.get_table(name=address.name, namespace=address.namespace) + with TemporaryDirectory() as output_tmp_dir: + temp_path = os.path.join(output_tmp_dir, str(uuid.uuid1())) + table.download(local_path=temp_path) + self._x_tar(temp_path, path) + schema = json.loads(table.meta_output()).get("metadata") + if not schema: + schema = {} + metadata = Metadata(**schema) + partitions = metadata.metadata.get("options", {}).get("partitions", DEFAULT_OUTPUT_DATA_PARTITIONS) + meta = ArtifactInputApplySpec( + metadata=Metadata( + **schema + ), + uri=f"{COMPUTING_ENGINE}:///{address.namespace}/{address.name}" + ) + from fate.arch._standalone import _TableMetaManager + _TableMetaManager.add_table_meta(namespace=address.namespace, name=address.name, num_partitions=partitions) + return meta + + def upload_to_s3(self, path, name, namespace, metadata): + with TemporaryDirectory() as output_tmp_dir: + if os.path.isdir(path): + temp_path = os.path.join(output_tmp_dir, str(uuid.uuid1())) + self._tar(path, temp_path) + path = temp_path + table = self.storage_session.create_table(name, namespace, column_info=[], metadata=metadata) + table.upload(path) + + @staticmethod + def _tar(source_directory, target_archive): + with tarfile.open(fileobj=open(target_archive, "wb"), mode='w:gz') as tar: + for root, _, files in os.walk(source_directory): + for file in files: + full_path = os.path.join(root, file) + rel_path = os.path.relpath(full_path, source_directory) + tar.add(full_path, rel_path) + + @staticmethod + def _x_tar(path, download_path): + tar = tarfile.open(path, "r:gz") + file_names = tar.getnames() + for file_name in file_names: + tar.extract(file_name, download_path) diff --git a/python/fate_flow/adapter/bfia/engine_storage/__init__.py b/python/fate_flow/adapter/bfia/engine_storage/__init__.py new file mode 100644 index 000000000..2a98f7a0f --- /dev/null +++ b/python/fate_flow/adapter/bfia/engine_storage/__init__.py @@ -0,0 +1,29 @@ +import os +from urllib.parse import urlparse + +from .session import S3Session + + +def inti_session(): + """创建客户端对象""" + + storage_str = os.getenv('system.storage') + assert storage_str is not None, 'system.storage 配置为空' + + storage_str = urlparse(storage_str) + storage_query = {i.split('=')[0]: i.split('=')[1] for i in storage_str.query.split('&')} + username = storage_query.get('username') + password = storage_query.get('password') + url = storage_str.netloc + service_type = storage_str.scheme + + assert url is not None, 'system.storage 配置无法解析url' + assert username is not None, 'system.storage 配置无法解析username' + assert password is not None, 'system.storage 配置无法解析password' + assert service_type is not None, 'system.storage 配置无法解析service_type' + + if service_type == 's3': + url = f"http://{url}" + return S3Session(url=url, username=username, password=password) + else: + assert Exception(f'不支持相应配置, storage_service_type: {service_type}') diff --git a/python/fate_flow/adapter/bfia/engine_storage/client.py b/python/fate_flow/adapter/bfia/engine_storage/client.py new file mode 100644 index 000000000..e11b1e89d --- /dev/null +++ b/python/fate_flow/adapter/bfia/engine_storage/client.py @@ -0,0 +1,58 @@ +import boto3 + + +class S3Client(object): + + def __init__(self, url: str, username: str, password: str): + self.url = url + self.username = username + self.password = password + + def list_buckets(self): + session = boto3.Session(aws_access_key_id=self.username, aws_secret_access_key=self.password) + s3_client = session.client(service_name="s3", endpoint_url=self.url) + return s3_client.list_buckets() + + def create_bucket(self, bucket_name): + session = boto3.Session(aws_access_key_id=self.username, aws_secret_access_key=self.password) + s3_client = session.client(service_name="s3", endpoint_url=self.url) + s3_client.create_bucket(Bucket=bucket_name) + + def put_object(self, bucket: str, key: str, body: bytes): + session = boto3.Session(aws_access_key_id=self.username, aws_secret_access_key=self.password) + s3_client = session.client(service_name="s3", endpoint_url=self.url) + s3_client.put_object(Bucket=bucket, Key=key, Body=body) + + def get_object(self, bucket: str, key: str): + session = boto3.Session(aws_access_key_id=self.username, aws_secret_access_key=self.password) + s3_client = session.client(service_name="s3", endpoint_url=self.url) + return s3_client.get_object(Bucket=bucket, Key=key) + + def head_object(self, bucket: str, key: str): + session = boto3.Session(aws_access_key_id=self.username, aws_secret_access_key=self.password) + s3_client = session.client(service_name="s3", endpoint_url=self.url) + + return s3_client.head_object(Bucket=bucket, Key=key) + + def object_exist(self, bucket: str, key: str): + try: + self.head_object(bucket=bucket, key=key) + return True + except Exception as e: + return False + + def upload_file(self, file_path: str, bucket: str, key: str): + session = boto3.Session(aws_access_key_id=self.username, aws_secret_access_key=self.password) + s3_client = session.client(service_name="s3", endpoint_url=self.url) + s3_client.upload_file(Bucket=bucket, Key=key, Filename=file_path) + + def download_file(self, file_path: str, bucket: str, key: str): + session = boto3.Session(aws_access_key_id=self.username, aws_secret_access_key=self.password) + s3_client = session.client(service_name="s3", endpoint_url=self.url) + s3_client.download_file(Bucket=bucket, Key=key, Filename=file_path) + + def delete_folder(self, bucket: str, key: str): + s3 = boto3.resource(service_name='s3', endpoint_url=self.url,use_ssl=False, aws_access_key_id=self.username, + aws_secret_access_key=self.password) + bucket = s3.Bucket(bucket) + bucket.objects.filter(Prefix=key).delete() diff --git a/python/fate_flow/adapter/bfia/engine_storage/consts.py b/python/fate_flow/adapter/bfia/engine_storage/consts.py new file mode 100644 index 000000000..cf698f877 --- /dev/null +++ b/python/fate_flow/adapter/bfia/engine_storage/consts.py @@ -0,0 +1,4 @@ +S3_BUCKET_NAME = 'storage' +S3_META_KEY = '{namespace}/{name}/metadata' +S3_OBJECT_KEY = '{namespace}/{name}/data_{partition}' +S3_SAVE_PATH = '/{namespace}/{name}' diff --git a/python/fate_flow/adapter/bfia/engine_storage/meta.py b/python/fate_flow/adapter/bfia/engine_storage/meta.py new file mode 100644 index 000000000..3faddbd90 --- /dev/null +++ b/python/fate_flow/adapter/bfia/engine_storage/meta.py @@ -0,0 +1,66 @@ +import datetime +import json + + +class ColumnInfo(dict): + """特征信息""" + name = '' # 特征名称 + type = '' # 特征类型 + + def __init__(self, name: str, type: str): + super().__init__() + self.name = name + self.type = type + + def __getattr__(self, key): + return self[key] + + def __setattr__(self, key, value): + self[key] = value + + +class Meta(object): + count = 0 # 数据量 + partitions = 1 # 分区数 + column_info = [] # 特征信息 + description = '' # 数据描述 + create_time = datetime.datetime.now() # 数据创建时间 + expire_time = create_time + datetime.timedelta(days=365) # 数据有效截至时间 + file_type = '' # 数据集文件类型 + data_type = 'dense' # 数据集类型 + metadata = {} + + def __init__(self, column_info: list, options: str, partition: int, description: str, metadata: dict): + self.column_info = column_info + self.options = options + self.partitions = partition + self.description = description + self.metadata = metadata + + def meta_output(self): + return json.dumps({ + "column_info": self.column_info, + "options": self.options, + "partitions": self.partitions, + "description": self.description, + "data_type": self.data_type, + "file_type": self.file_type, + "create_time": self.create_time.timestamp(), + "expire_time": self.expire_time.timestamp(), + "count": self.count, + "metadata": self.metadata + }) + + def meta_input(self, meta_data): + meta_json = json.loads(meta_data) + self.column_info = meta_json.get('column_info') + self.column_info = [ColumnInfo(**c) for c in self.column_info] # 转成对象 + self.options = meta_json.get('options') + self.partitions = meta_json.get('partitions') + self.description = meta_json.get('description') + self.count = meta_json.get('count') + self.create_time = datetime.datetime.fromtimestamp(meta_json.get('create_time')) + self.expire_time = datetime.datetime.fromtimestamp(meta_json.get('expire_time')) + self.file_type = meta_json.get('file_type') + self.data_type = meta_json.get('data_type') + self.metadata = meta_json.get("metadata") diff --git a/python/fate_flow/adapter/bfia/engine_storage/session.py b/python/fate_flow/adapter/bfia/engine_storage/session.py new file mode 100644 index 000000000..97473f88a --- /dev/null +++ b/python/fate_flow/adapter/bfia/engine_storage/session.py @@ -0,0 +1,85 @@ + +from .client import S3Client +from .consts import S3_BUCKET_NAME, S3_META_KEY, S3_OBJECT_KEY, S3_SAVE_PATH +from .table import S3Table + + +class Session(object): + def __init__(self, url: str, username: str, password: str): + pass + + def create_table(self, name: str, namespace: str, column_info: list = None, partition: int = 1, + description: str = ''): + """创建table""" + pass + + def get_table(self, name: str, namespace: str): + """获取table""" + pass + + def delete_table(self, name: str, namespace: str): + """删除table""" + pass + + def is_exist(self, name: str, namespace: str): + """判断数据是否存在""" + pass + + +class S3Session(Session): + """s3服务连接实现""" + def __init__(self, url: str, username: str, password: str): + super(S3Session, self).__init__(url, username, password) + + self.url = url + self.username = username + self.password = password + + self._create_bucket() + + def _create_bucket(self): + """创建仓库""" + client = S3Client(url=self.url, username=self.username, password=self.password) + response = client.list_buckets() + bucket_names = [b.get('Name') for b in response.get('Buckets', [])] + if S3_BUCKET_NAME not in bucket_names: + client.create_bucket(S3_BUCKET_NAME) + + def create_table(self, name: str, namespace: str, column_info: list = None, partition: int = 1, + description: str = '', metadata: dict = {}): + """创建table""" + if partition != 1: + raise Exception('暂不支持partition分区') + table = S3Table(url=self.url, username=self.username, password=self.password, name=name, namespace=namespace, + column_info=column_info, partition=partition, description=description, metadata=metadata) + client = S3Client(url=self.url, username=self.username, password=self.password) + client.put_object(bucket=S3_BUCKET_NAME, key=S3_META_KEY.format(namespace=namespace, name=name), + body=table.meta_output()) + return table + + def get_table(self, name: str, namespace: str): + """获取table""" + client = S3Client(url=self.url, username=self.username, password=self.password) + + # 检查table是否存在 + if not client.object_exist(bucket=S3_BUCKET_NAME, key=S3_META_KEY.format(namespace=namespace, name=name)): + raise ValueError('table不存在，请检查参数配置') + + # 创建空table，并读入meta数据 + meta_response = client.get_object(bucket=S3_BUCKET_NAME, key=S3_META_KEY.format(namespace=namespace, name=name)) + table = S3Table(name=name, namespace=namespace, url=self.url, username=self.username, password=self.password) + try: + meta_data = meta_response.get('Body').read() + except Exception as e: + raise Exception('读取meta数据失败') + table.meta_input(meta_data) + return table + + def delete_table(self, name: str, namespace: str): + client = S3Client(url=self.url, username=self.username, password=self.password) + key = S3_SAVE_PATH.format(namespace=namespace, name=name) + client.delete_folder(bucket=S3_BUCKET_NAME, key=key) + + def is_exist(self, name: str, namespace: str): + client = S3Client(url=self.url, username=self.username, password=self.password) + return client.object_exist(bucket=S3_BUCKET_NAME, key=S3_META_KEY.format(namespace=namespace, name=name)) diff --git a/python/fate_flow/adapter/bfia/engine_storage/table.py b/python/fate_flow/adapter/bfia/engine_storage/table.py new file mode 100644 index 000000000..5cb595d36 --- /dev/null +++ b/python/fate_flow/adapter/bfia/engine_storage/table.py @@ -0,0 +1,163 @@ +import os + +from .client import S3Client +from .consts import S3_BUCKET_NAME, S3_OBJECT_KEY, S3_SAVE_PATH, S3_META_KEY +from .meta import Meta, ColumnInfo + + +class Table(Meta): + """数据实体""" + name = '' # 数据表名称 + namespace = '' # 数据表明明空间 + + def __init__(self, name: str, namespace: str, column_info: list = None, partition: int = 1, options: str = '', + description: str = '', metadata={}): + super().__init__(column_info=column_info, partition=partition, options=options, description=description, metadata=metadata) + self.name = name + self.namespace = namespace + + def upload(self, local_path: str, overwrite: bool = True, callback_func=None, file_type: str = 'csv'): + """上传本地文件""" + pass + + def download(self, local_path: str, overwrite: bool = True, callback_func=None): + """下载文件""" + pass + + def read(self, partition_index: int = 1, callback_func=None) -> bytes: + """读取文件""" + pass + + def write(self, data: bytes, partition_id: int = 1, overwrite: bool = True, callback_func=None, + file_type: str = 'csv'): + """写文件""" + pass + + def set_column_info(self, column_info: list): + """设置特征信息""" + pass + + def get_column_info(self) -> list: + """获取特征信息""" + pass + + def set_description(self, description: str): + """设置description""" + pass + + def get_description(self) -> str: + """获取description""" + pass + + def get_partitions(self) -> list: + """获取分区集合""" + pass + + +class S3Table(Table): + + def __init__(self, **kwargs): + self.s3_url = kwargs.pop('url') + self.s3_username = kwargs.pop('username') + self.s3_password = kwargs.pop('password') + super().__init__(**kwargs) + + def upload(self, local_path: str, overwrite: bool = True, callback_func=None, file_type: str = 'csv'): + self.file_type = file_type + + client = S3Client(url=self.s3_url, username=self.s3_username, password=self.s3_password) + if not os.path.exists(local_path): + raise ValueError('路径文件不存在') + # if os.path.isdir(local_path): + # raise ValueError('暂不支持文件夹') + + # # 统计行数 + # with open(local_path, 'r') as f: + # lines = f.readlines() + # self.count = len(lines) - 1 # 去除首行 + + # TODO: 分区暂固定为0 + p_idx = 0 + # 是否覆盖 + key = S3_OBJECT_KEY.format(namespace=self.namespace, name=self.name, partition=p_idx) + object_exist = client.object_exist(bucket=S3_BUCKET_NAME, key=key) + if object_exist and not overwrite: + raise ValueError(f'namespace:{self.namespace}, name:{self.name} object已存在，如需覆盖请配置overwrite为True') + + client.upload_file(file_path=local_path, bucket=S3_BUCKET_NAME, + key=S3_OBJECT_KEY.format(namespace=self.namespace, name=self.name, partition=p_idx)) + + if callback_func is not None: + callback_func() + + def download(self, local_path: str, overwrite: bool = True, callback_func=None): + if os.path.exists(local_path) and not overwrite: + raise ValueError(f'已存在文件{local_path}, 如需覆盖请配置overwrite为True') + client = S3Client(url=self.s3_url, username=self.s3_username, password=self.s3_password) + # TODO: 分区暂固定为0 + p_idx = 0 + client.download_file(file_path=local_path, bucket=S3_BUCKET_NAME, key=S3_OBJECT_KEY.format(namespace=self.namespace, name=self.name, partition=p_idx)) + + if callback_func is not None: + callback_func() + + def read(self, partition_index: int = 1, callback_func=None) -> bytes: + # TODO: 分区暂固定为0 + partition_index = 0 + client = S3Client(url=self.s3_url, username=self.s3_username, password=self.s3_password) + key = S3_OBJECT_KEY.format(namespace=self.namespace, name=self.name, partition=partition_index) + + if not client.object_exist(bucket=S3_BUCKET_NAME, key=key): + raise ValueError(f'namespace:{self.namespace}, name:{self.name} object不存在') + + response = client.get_object(bucket=S3_BUCKET_NAME, key=key) + data = response.get('Body').read() + if callback_func: + callback_func() + return data + + def write(self, data: bytes, partition_id: int = 1, overwrite: bool = True, callback_func=None, + file_type: str = 'csv'): + self.file_type = file_type + if data.endswith(b'\n'): + self.count = data.count(b'\n') - 1 # 统计\n数目判断行数 + else: + self.count = data.count(b'\n') # 统计\n数目判断行数 + # TODO: 分区暂固定为0 + partition_index = 0 + client = S3Client(url=self.s3_url, username=self.s3_username, password=self.s3_password) + key = S3_OBJECT_KEY.format(namespace=self.namespace, name=self.name, partition=partition_index) + + object_exist = client.object_exist(bucket=S3_BUCKET_NAME, key=key) + if object_exist and not overwrite: + raise ValueError(f'namespace:{self.namespace}, name:{self.name} object已存在，如需覆盖请配置overwrite为True') + client.put_object(body=data, bucket=S3_BUCKET_NAME, key=key) + + def get_path(self) -> str: + """获取s3储存路径""" + return 's3://' + S3_BUCKET_NAME + S3_SAVE_PATH.format(namespace=self.namespace, name=self.name) + + def set_column_info(self, column_info: list): + for c in column_info: + assert isinstance(c, ColumnInfo), 'column_info数据类型需为ColumnInfo' + + self.column_info = column_info + client = S3Client(url=self.s3_url, username=self.s3_username, password=self.s3_password) + client.put_object(bucket=S3_BUCKET_NAME, key=S3_META_KEY.format(namespace=self.namespace, name=self.name), + body=self.meta_output()) + + def get_column_info(self): + return self.column_info + + def set_description(self, description: str): + self.description = description + client = S3Client(url=self.s3_url, username=self.s3_username, password=self.s3_password) + client.put_object(bucket=S3_BUCKET_NAME, key=S3_META_KEY.format(namespace=self.namespace, name=self.name), + body=self.meta_output()) + + def get_description(self) -> str: + return self.description + + def get_partitions(self) -> list: + # TODO: 分区暂固定为0 + return ['data_0'] diff --git a/python/fate_flow/adapter/bfia/examples/job/bfia_psi_lr.json b/python/fate_flow/adapter/bfia/examples/job/bfia_psi_lr.json new file mode 100644 index 000000000..867ae39db --- /dev/null +++ b/python/fate_flow/adapter/bfia/examples/job/bfia_psi_lr.json @@ -0,0 +1,138 @@ +{ + "flow_id": "flow_0cc3b89e9ab14c938feb6242a001a21b", + "dag": { + "components": [ + { + "name": "intersect_rsa_1", + "componentName": "Intersection", + "provider": "unionpay", + "version": "2.0.0", + "input": [], + "output": [ + { + "type": "dataset", + "key": "train_data" + }, + { + "type": "report", + "key": "report0" + } + ] + }, + { + "name": "hetero_logistic_regression_1", + "componentName": "HeteroLR", + "provider": "unionpay", + "version": "2.0.0", + "input": [ + { + "type": "dataset", + "key": "intersect_rsa_1.train_data" + } + ], + "output": [ + { + "type": "dataset", + "key": "data0" + }, + { + "type": "model", + "key": "model0" + }, + { + "type": "report", + "key": "report0" + } + ] + } + ], + "version": "2.0" + }, + "config": { + "initiator": { + "role": "guest", + "node_id": "JG0100001100000010" + }, + "role": { + "guest": [ + "JG0100001100000010" + ], + "host": [ + "JG0100001100000010" + ], + "arbiter": [ + "JG0100001100000010" + ] + }, + "job_params": { + "common": { + "sync_type": "poll" + }, + "guest": { + "0": { + "resources": { + "cpu": -1, + "memory": -1, + "disk": -1 + } + } + }, + "host": { + "0": { + "resources": { + "cpu": -1, + "memory": -1, + "disk": -1 + } + } + } + }, + "task_params": { + "common": { + "hetero_logistic_regression_1":{ + "id":"id", + "label":"y", + "penalty":"L2", + "tol":0.0001, + "alpha":0.01, + "optimizer":"nesterov_momentum_sgd", + "batch_size":-1, + "learning_rate":0.15, + "init_param":{ + "init_method":"zeros" + }, + "max_iter":2, + "early_stop":"diff" + }, + "intersect_rsa_1": { + "id": "id", + "intersect_method": "rsa", + "sync_intersect_ids": true, + "only_output_key": false, + "rsa_params": { + "hash_method": "sha256", + "final_hash_method": "sha256", + "key_length": 2048 + } + } + }, + "guest": { + "0": { + "intersect_rsa_1": { + "name": "test_guest", + "namespace": "testspace" + } + } + }, + "host": { + "0": { + "intersect_rsa_1": { + "name": "test_host", + "namespace": "testspace" + } + } + } + }, + "version": "2.0.0" + } +} \ No newline at end of file diff --git a/python/fate_flow/adapter/bfia/examples/job/bfia_psi_sbt.json b/python/fate_flow/adapter/bfia/examples/job/bfia_psi_sbt.json new file mode 100644 index 000000000..41bf882df --- /dev/null +++ b/python/fate_flow/adapter/bfia/examples/job/bfia_psi_sbt.json @@ -0,0 +1,157 @@ +{ + "flow_id": "flow_0cc3b89e9ab14c938feb6242a001a21b", + "dag": { + "components": [ + { + "name": "intersect_rsa_1", + "componentName": "Intersection", + "provider": "unionpay", + "version": "2.0.0", + "input": [], + "output": [ + { + "type": "dataset", + "key": "train_data" + }, + { + "type": "report", + "key": "report0" + } + ] + }, + { + "name": "hetero_secureboost_1", + "componentName": "HeteroSecureBoost", + "provider": "unionpay", + "version": "2.0.0", + "input": [ + { + "type": "dataset", + "key": "intersect_rsa_1.train_data" + } + ], + "output": [ + { + "type": "dataset", + "key": "data0" + }, + { + "type": "model", + "key": "model0" + }, + { + "type": "report", + "key": "report0" + }, + { + "type": "report", + "key": "report1" + }, + { + "type": "report", + "key": "report2" + } + ] + } + ], + "version": "2.0" + }, + "config": { + "initiator": { + "role": "guest", + "node_id": "JG0100001100000000" + }, + "role": { + "guest": [ + "JG0100001100000000" + ], + "host": [ + "JG0100001100000000" + ] + }, + "job_params": { + "common": { + "sync_type": "poll" + }, + "guest": { + "0": { + "resources": { + "cpu": -1, + "memory": -1, + "disk": -1 + } + } + }, + "host": { + "0": { + "resources": { + "cpu": -1, + "memory": -1, + "disk": -1 + } + } + } + }, + "task_params": { + "common": { + "hetero_secureboost_1": { + "id": "id", + "label": "y", + "learning_rate": 0.5, + "objective_param": { + "objective": "cross_entropy" + }, + "num_trees": 2, + "subsample_feature_rate": 1, + "n_iter_no_change": "True", + "tol": 0.0001, + "predict_param": { + "threshold": 0.5 + }, + "cv_param": { + "n_splits": 5, + "shuffle": false, + "random_seed": 103, + "need_cv": false + }, + "metrics": [ + "auc", + "ks" + ], + "early_stopping_rounds": "", + "tree_param": { + "max_depth": 5 + } + }, + "intersect_rsa_1": { + "id": "id", + "intersect_method": "rsa", + "sync_intersect_ids": true, + "only_output_key": false, + "rsa_params": { + "hash_method": "sha256", + "final_hash_method": "sha256", + "key_length": 2048 + } + } + }, + "guest": { + "0": { + "intersect_rsa_1": { + "name": "test_guest", + "namespace": "testspace" + } + } + }, + "host": { + "0": { + "intersect_rsa_1": { + "name": "test_host", + "namespace": "testspace" + } + } + } + }, + "version": "2.0.0" + } +} \ No newline at end of file diff --git a/python/fate_flow/adapter/bfia/examples/job/fate_components.json b/python/fate_flow/adapter/bfia/examples/job/fate_components.json new file mode 100644 index 000000000..b4698a947 --- /dev/null +++ b/python/fate_flow/adapter/bfia/examples/job/fate_components.json @@ -0,0 +1,80 @@ +{ + "name": "fate", + "device": "docker", + "version": "2.0.0", + "metadata": { + "base_url": "", + "image": "federatedai/standalone_fate:2.0.0.beta" + }, + "protocol": "bfia", + "components_description": + { + "psi": { + "componentName": "psi", + "title": "对齐算法", + "provider": "fate", + "version": "2.0.0", + "description": "对齐算法", + "roleList": ["guest", "host"], + "desVersion": "2.0.0", + "storageEngine": ["s3","hdfs", "eggroll"], + "inputParam": [ + { + "name": "protocol", + "title": "", + "description": "", + "type": "string", + "optional": "true", + "defaultValue": "x1", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "curve_type", + "title": "", + "description": "", + "type": "string", + "optional": "true", + "defaultValue": "raw", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [{ + "name": "input_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["dataset"] + }], + "outputData": [ + { + "name": "output_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["dataset"] + }, + { + "name": "metric", + "description": "对齐数", + "category": "report", + "dataFormat": ["json"] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] +} + } + +} \ No newline at end of file diff --git a/python/fate_flow/adapter/bfia/examples/job/fate_psi_lr.json b/python/fate_flow/adapter/bfia/examples/job/fate_psi_lr.json index 867ae39db..a3a38f9fb 100644 --- a/python/fate_flow/adapter/bfia/examples/job/fate_psi_lr.json +++ b/python/fate_flow/adapter/bfia/examples/job/fate_psi_lr.json @@ -1,47 +1,21 @@ { - "flow_id": "flow_0cc3b89e9ab14c938feb6242a001a21b", + "flow_id": "", "dag": { "components": [ { "name": "intersect_rsa_1", - "componentName": "Intersection", - "provider": "unionpay", + "componentName": "psi", + "provider": "fate", "version": "2.0.0", "input": [], "output": [ { "type": "dataset", - "key": "train_data" + "key": "output_data" }, { "type": "report", - "key": "report0" - } - ] - }, - { - "name": "hetero_logistic_regression_1", - "componentName": "HeteroLR", - "provider": "unionpay", - "version": "2.0.0", - "input": [ - { - "type": "dataset", - "key": "intersect_rsa_1.train_data" - } - ], - "output": [ - { - "type": "dataset", - "key": "data0" - }, - { - "type": "model", - "key": "model0" - }, - { - "type": "report", - "key": "report0" + "key": "metric" } ] } @@ -89,46 +63,20 @@ }, "task_params": { "common": { - "hetero_logistic_regression_1":{ - "id":"id", - "label":"y", - "penalty":"L2", - "tol":0.0001, - "alpha":0.01, - "optimizer":"nesterov_momentum_sgd", - "batch_size":-1, - "learning_rate":0.15, - "init_param":{ - "init_method":"zeros" - }, - "max_iter":2, - "early_stop":"diff" - }, - "intersect_rsa_1": { - "id": "id", - "intersect_method": "rsa", - "sync_intersect_ids": true, - "only_output_key": false, - "rsa_params": { - "hash_method": "sha256", - "final_hash_method": "sha256", - "key_length": 2048 - } - } }, "guest": { "0": { "intersect_rsa_1": { - "name": "test_guest", - "namespace": "testspace" + "name": "guest", + "namespace": "guest" } } }, "host": { "0": { "intersect_rsa_1": { - "name": "test_host", - "namespace": "testspace" + "name": "host", + "namespace": "host" } } } diff --git a/python/fate_flow/adapter/bfia/examples/job/components.json b/python/fate_flow/adapter/bfia/examples/job/unionpay_components.json similarity index 100% rename from python/fate_flow/adapter/bfia/examples/job/components.json rename to python/fate_flow/adapter/bfia/examples/job/unionpay_components.json diff --git a/python/fate_flow/adapter/bfia/examples/test/test_job.py b/python/fate_flow/adapter/bfia/examples/test/test_job.py index 6673ba191..e4bb1621a 100644 --- a/python/fate_flow/adapter/bfia/examples/test/test_job.py +++ b/python/fate_flow/adapter/bfia/examples/test/test_job.py @@ -7,18 +7,18 @@ def register_components(): uri = "/v2/provider/register" - config_path = "../job/components.json" + config_path = "../job/fate_components.json" body = json.load(open(config_path, "r")) resp = requests.post(base_url+uri, json=body) print(resp.text) -register_components() +# register_components() def submit_job(): uri = "/v1/platform/schedule/job/create_all" - config_path = "../job/fate_psi_sbt.json" + config_path = "../job/fate_psi_lr.json" body = json.load(open(config_path, "r")) resp = requests.post(base_url+uri, json=body) print(resp.text) diff --git a/python/fate_flow/engine/backend/_eggroll.py b/python/fate_flow/engine/backend/_eggroll.py index 50a1caf75..02b9fd94b 100644 --- a/python/fate_flow/engine/backend/_eggroll.py +++ b/python/fate_flow/engine/backend/_eggroll.py @@ -34,5 +34,6 @@ def run(self, task_info, run_parameters, engine_run, provider_name, output_path, worker_name=WorkerName.TASK_EXECUTE, task_info=task_info, common_cmd=self.generate_component_run_cmd(provider_name, conf_path, output_path, ), - sync=sync + sync=sync, + **kwargs ) diff --git a/python/fate_flow/entity/spec/dag/__init__.py b/python/fate_flow/entity/spec/dag/__init__.py index 1cf7a3754..d8aa9723e 100644 --- a/python/fate_flow/entity/spec/dag/__init__.py +++ b/python/fate_flow/entity/spec/dag/__init__.py @@ -23,7 +23,7 @@ ModelWarehouseChannelSpec, SourceInputArtifactSpec, RuntimeInputArtifacts, FlowRuntimeInputArtifacts,\ ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ArtifactSource, SourceInputArtifacts -from fate_flow.entity.spec.dag._component import ComponentSpec, ComponentIOArtifactsTypeSpec +from fate_flow.entity.spec.dag._component import ComponentSpec, ComponentIOArtifactsTypeSpec, ComponentSpecV1 from fate_flow.entity.spec.dag._computing import EggrollComputingSpec, SparkComputingSpec, StandaloneComputingSpec from fate_flow.entity.spec.dag._federation import StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, \ PulsarFederationSpec, RabbitMQFederationSpec diff --git a/python/fate_flow/entity/spec/dag/_component.py b/python/fate_flow/entity/spec/dag/_component.py index fd64ed0bf..2af613a05 100644 --- a/python/fate_flow/entity/spec/dag/_component.py +++ b/python/fate_flow/entity/spec/dag/_component.py @@ -18,14 +18,14 @@ class ParameterSpec(BaseModel): type: str - default: Any + default: Optional[Any] optional: bool description: str = "" type_meta: dict = {} class ArtifactSpec(BaseModel): - type: str + types: List[str] optional: bool stages: Optional[List[str]] roles: Optional[List[str]] @@ -93,3 +93,8 @@ class ComponentIOOutputsArtifactsTypeSpec(BaseModel): class ComponentIOArtifactsTypeSpec(BaseModel): inputs: ComponentIOInputsArtifactsTypeSpec outputs: ComponentIOOutputsArtifactsTypeSpec + + +class ComponentSpecV1(BaseModel): + component: ComponentSpec + schema_version: str = "v1" diff --git a/python/fate_flow/entity/spec/dag/_logger.py b/python/fate_flow/entity/spec/dag/_logger.py index 420e8f6b0..efcabd28c 100644 --- a/python/fate_flow/entity/spec/dag/_logger.py +++ b/python/fate_flow/entity/spec/dag/_logger.py @@ -56,11 +56,13 @@ def __init__(self, level, formatters, delay, log_base_dir, aggregate_log_base_di # add loggers root_logger_dir = os.path.join(log_base_dir, "root") + os.makedirs(root_logger_dir, exist_ok=True) self._add_root_loggers( log_base_dir=root_logger_dir, formatter_name="root", delay=delay ) component_logger_dir = os.path.join(log_base_dir, "component") + os.makedirs(component_logger_dir, exist_ok=True) self._add_component_loggers( log_base_dir=component_logger_dir, formatter_name="component", diff --git a/python/fate_flow/manager/service/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py index a68ad26d3..5a5c83830 100644 --- a/python/fate_flow/manager/service/worker_manager.py +++ b/python/fate_flow/manager/service/worker_manager.py @@ -33,17 +33,19 @@ class WorkerManager: @classmethod def start_task_worker(cls, worker_name, task_info, task_parameters=None, executable=None, common_cmd=None, - extra_env: dict = None, record=False, stderr=None, sync=False, **kwargs): + extra_env: dict = None, record=False, stderr=None, sync=False, config_dir=None, std_dir=None, + **kwargs): if not extra_env: extra_env = {} worker_id = uuid1().hex - config_dir, std_dir = cls.get_process_dirs( - job_id=task_info.get("job_id"), - role=task_info.get("role"), - party_id=task_info.get("party_id"), - task_name=task_info.get("task_name"), - task_version=task_info.get("task_version") - ) + if not config_dir or not std_dir: + config_dir, std_dir = cls.get_process_dirs( + job_id=task_info.get("job_id"), + role=task_info.get("role"), + party_id=task_info.get("party_id"), + task_name=task_info.get("task_name"), + task_version=task_info.get("task_version") + ) params_env = {} if task_parameters: params_env = cls.get_env(task_info.get("job_id"), task_parameters) diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index 6f0ac1206..b356e4151 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -122,7 +122,6 @@ VERSION_FILE_PATH = os.path.join(get_fate_flow_directory(), "fateflow.env") FATE_FLOW_PROVIDER_PATH = get_fate_flow_directory("python") -FATE_FLOW_CONF_PATH = get_fate_flow_directory() # Registry FATE_FLOW_MODEL_TRANSFER_ENDPOINT = "/v1/model/transfer" diff --git a/python/ofx/api/models/bfia/worker.py b/python/ofx/api/models/bfia/worker.py index fbd380686..66a98e0bb 100644 --- a/python/ofx/api/models/bfia/worker.py +++ b/python/ofx/api/models/bfia/worker.py @@ -16,95 +16,11 @@ class Worker(BaseAPI): - def report_task_status(self, status, execution_id, error=""): - if not error: - error = "" - endpoint = '/worker/task/status' - return self.client.post(endpoint=endpoint, json={ - "status": status, - "execution_id": execution_id, - "error": error - }) - - def query_task_status(self, execution_id): - endpoint = '/worker/task/status' - return self.client.get(endpoint=endpoint, json={ - "execution_id": execution_id, - }) - - def save_model(self, model_id, model_version, execution_id, output_key, type_name, fp): - files = {"file": fp} - return self.client.send_file( - endpoint="/worker/model/save", - files=files, - data={ - "model_id": model_id, - "model_version": model_version, - "execution_id": execution_id, - "output_key": output_key, - "type_name": type_name - }) - - def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace, name, overview, source, data_type, - index, partitions=None): + def report_task_status(self, status, task_id, role): return self.client.post( - endpoint="/worker/data/tracking/save", + endpoint="/v1/platform/schedule/task/callback", json={ - "execution_id": execution_id, - "output_key": output_key, - "meta_data": meta_data, - "uri": uri, - "namespace": namespace, - "name": name, - "overview": overview, - "source": source, - "data_type": data_type, - "index": index, - "partitions": partitions + "status": status, + "task_id": task_id, + "role": role }) - - def query_data_meta(self, job_id=None, role=None, party_id=None, task_name=None, output_key=None, namespace=None, - name=None): - # [job_id, role, party_id, task_name, output_key] or [name, namespace] - if namespace and name: - params = { - "namespace": namespace, - "name": name - } - else: - params = { - "job_id": job_id, - "role": role, - "party_id": party_id, - "task_name": task_name, - "output_key": output_key - } - return self.client.get( - endpoint="/worker/data/tracking/query", - params=params - ) - - def download_model(self, model_id, model_version, task_name, output_key, role, party_id): - return self.client.get( - endpoint="/worker/model/download", - params={ - "model_id": model_id, - "model_version": model_version, - "task_name": task_name, - "output_key": output_key, - "role": role, - "party_id": party_id - } - ) - - def save_metric(self, execution_id, data): - return self.client.post( - endpoint="/worker/metric/save", - json={ - "execution_id": execution_id, - "data": data - }) - - def get_metric_save_url(self, execution_id): - endpoint = f"/worker/metric/save/{execution_id}" - return f"{self.client.url}{endpoint}" From f0a8f1cf2c832172eed42be50245a4e57db370b1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 14 Nov 2023 14:13:37 +0800 Subject: [PATCH 331/482] update bfia-fate container Signed-off-by: zhihuiwan <15779896112@163.com> --- .../adapter/bfia/container/wraps/wraps.py | 55 ++++++------------ .../adapter/bfia/engine_storage/session.py | 6 +- .../adapter/bfia/engine_storage/table.py | 35 +++++++++++ .../bfia/examples/test/data/guest/data_0 | Bin 0 -> 41689 bytes .../bfia/examples/test/data/guest/metadata | 1 + .../bfia/examples/test/data/host/data_0 | Bin 0 -> 68546 bytes .../bfia/examples/test/data/host/metadata | 1 + .../adapter/bfia/examples/test/upload.py | 14 ----- .../bfia/examples/test/upload/upload_guest.py | 18 ++++++ .../bfia/examples/test/upload/upload_host.py | 18 ++++++ 10 files changed, 94 insertions(+), 54 deletions(-) create mode 100644 python/fate_flow/adapter/bfia/examples/test/data/guest/data_0 create mode 100644 python/fate_flow/adapter/bfia/examples/test/data/guest/metadata create mode 100644 python/fate_flow/adapter/bfia/examples/test/data/host/data_0 create mode 100644 python/fate_flow/adapter/bfia/examples/test/data/host/metadata delete mode 100644 python/fate_flow/adapter/bfia/examples/test/upload.py create mode 100644 python/fate_flow/adapter/bfia/examples/test/upload/upload_guest.py create mode 100644 python/fate_flow/adapter/bfia/examples/test/upload/upload_host.py diff --git a/python/fate_flow/adapter/bfia/container/wraps/wraps.py b/python/fate_flow/adapter/bfia/container/wraps/wraps.py index f2b84f1f7..81b8fe4df 100644 --- a/python/fate_flow/adapter/bfia/container/wraps/wraps.py +++ b/python/fate_flow/adapter/bfia/container/wraps/wraps.py @@ -17,13 +17,10 @@ import os.path import subprocess import sys -import tarfile import traceback -import uuid from urllib.parse import urlparse import yaml -from tempfile import TemporaryDirectory from fate_flow.adapter.bfia.settings import CONTAINER_HOME from fate_flow.adapter.bfia.utils.entity.status import TaskStatus @@ -50,6 +47,7 @@ def __init__(self, config: TaskRuntimeEnv): self.stages = "" self.backend = build_backend(backend_name=COMPUTING_ENGINE) self.io = DataIo(self.config.system.storage) + self._partitions = DEFAULT_OUTPUT_DATA_PARTITIONS self._component_desc = None self._output_map = {} @@ -294,17 +292,22 @@ def _preprocess_input_artifacts(self): # only data data = self.component_desc.component.input_artifacts.data - + stage = "" if self.config.runtime.component.input: for name, address in self.config.runtime.component.input.items(): if name in data: - self.stages = data[name].stages[0] + # set stage + stage = data[name].stages[0] path = os.path.join(self.data_home, address.namespace, address.name) os.makedirs(os.path.dirname(path), exist_ok=True) metadata = self.io.s3_to_local(address, path=path) input_artifacts[name] = metadata + self._set_stage(stage) return input_artifacts + def _set_stage(self, stage): + self.stages = self.config.runtime.component.parameter.pop("stage", None) or stage or "train" + def _generate_logger_conf(self): level = "DEBUG" delay = True @@ -346,21 +349,22 @@ def task_end_with_success(code): return code == 0 def _push_data(self, output_key, output_data: ArtifactOutputSpec): + if output_data.consumed is False: + return logger.info("save data") meta = ArtifactInputApplySpec( metadata=Metadata( - metadata=dict(options=dict(partitions=DEFAULT_OUTPUT_DATA_PARTITIONS)) + metadata=dict(options=dict(partitions=self._partitions)) ), uri="" ) meta.metadata.metadata["schema"] = output_data.metadata.metadata.get("schema", {}) meta.metadata.source = output_data.metadata.source address = self.config.runtime.component.output.get(output_key) - # table = self.io.storage_session.create_table(name=address.name, namespace=address.namespace) path = output_data.uri.split("://")[1] logger.info(f"start upload {path} to s3") logger.info(f"namespace {address.namespace} name {address.name}") - self.io.upload_to_s3(path, address.name, address.namespace, metadata=meta.dict()) + self.io.upload_to_s3(path, address.name, address.namespace, metadata=meta.metadata.dict()) def _push_model(self, output_key, output_model: ArtifactOutputSpec): address = self.config.runtime.component.output.get(output_key) @@ -447,15 +451,13 @@ def parser_storage_address(storage_address): def s3_to_local(self, address, path): table = self.storage_session.get_table(name=address.name, namespace=address.namespace) - with TemporaryDirectory() as output_tmp_dir: - temp_path = os.path.join(output_tmp_dir, str(uuid.uuid1())) - table.download(local_path=temp_path) - self._x_tar(temp_path, path) + table.download_data_to_local(local_path=path) schema = json.loads(table.meta_output()).get("metadata") if not schema: schema = {} + logger.debug(json.dumps(schema)) metadata = Metadata(**schema) - partitions = metadata.metadata.get("options", {}).get("partitions", DEFAULT_OUTPUT_DATA_PARTITIONS) + self._partitions = metadata.metadata.get("options", {}).get("partitions", DEFAULT_OUTPUT_DATA_PARTITIONS) meta = ArtifactInputApplySpec( metadata=Metadata( **schema @@ -463,30 +465,9 @@ def s3_to_local(self, address, path): uri=f"{COMPUTING_ENGINE}:///{address.namespace}/{address.name}" ) from fate.arch._standalone import _TableMetaManager - _TableMetaManager.add_table_meta(namespace=address.namespace, name=address.name, num_partitions=partitions) + _TableMetaManager.add_table_meta(namespace=address.namespace, name=address.name, num_partitions=self._partitions) return meta def upload_to_s3(self, path, name, namespace, metadata): - with TemporaryDirectory() as output_tmp_dir: - if os.path.isdir(path): - temp_path = os.path.join(output_tmp_dir, str(uuid.uuid1())) - self._tar(path, temp_path) - path = temp_path - table = self.storage_session.create_table(name, namespace, column_info=[], metadata=metadata) - table.upload(path) - - @staticmethod - def _tar(source_directory, target_archive): - with tarfile.open(fileobj=open(target_archive, "wb"), mode='w:gz') as tar: - for root, _, files in os.walk(source_directory): - for file in files: - full_path = os.path.join(root, file) - rel_path = os.path.relpath(full_path, source_directory) - tar.add(full_path, rel_path) - - @staticmethod - def _x_tar(path, download_path): - tar = tarfile.open(path, "r:gz") - file_names = tar.getnames() - for file_name in file_names: - tar.extract(file_name, download_path) + table = self.storage_session.create_table(name, namespace, column_info=[], metadata=metadata) + table.upload_local_data(path) diff --git a/python/fate_flow/adapter/bfia/engine_storage/session.py b/python/fate_flow/adapter/bfia/engine_storage/session.py index 97473f88a..3fef7e4ce 100644 --- a/python/fate_flow/adapter/bfia/engine_storage/session.py +++ b/python/fate_flow/adapter/bfia/engine_storage/session.py @@ -1,7 +1,7 @@ from .client import S3Client from .consts import S3_BUCKET_NAME, S3_META_KEY, S3_OBJECT_KEY, S3_SAVE_PATH -from .table import S3Table +from .table import S3Table, FateTable class Session(object): @@ -50,7 +50,7 @@ def create_table(self, name: str, namespace: str, column_info: list = None, part """创建table""" if partition != 1: raise Exception('暂不支持partition分区') - table = S3Table(url=self.url, username=self.username, password=self.password, name=name, namespace=namespace, + table = FateTable(url=self.url, username=self.username, password=self.password, name=name, namespace=namespace, column_info=column_info, partition=partition, description=description, metadata=metadata) client = S3Client(url=self.url, username=self.username, password=self.password) client.put_object(bucket=S3_BUCKET_NAME, key=S3_META_KEY.format(namespace=namespace, name=name), @@ -67,7 +67,7 @@ def get_table(self, name: str, namespace: str): # 创建空table，并读入meta数据 meta_response = client.get_object(bucket=S3_BUCKET_NAME, key=S3_META_KEY.format(namespace=namespace, name=name)) - table = S3Table(name=name, namespace=namespace, url=self.url, username=self.username, password=self.password) + table = FateTable(name=name, namespace=namespace, url=self.url, username=self.username, password=self.password) try: meta_data = meta_response.get('Body').read() except Exception as e: diff --git a/python/fate_flow/adapter/bfia/engine_storage/table.py b/python/fate_flow/adapter/bfia/engine_storage/table.py index 5cb595d36..23eda132c 100644 --- a/python/fate_flow/adapter/bfia/engine_storage/table.py +++ b/python/fate_flow/adapter/bfia/engine_storage/table.py @@ -1,4 +1,7 @@ import os +import tarfile +import uuid +from tempfile import TemporaryDirectory from .client import S3Client from .consts import S3_BUCKET_NAME, S3_OBJECT_KEY, S3_SAVE_PATH, S3_META_KEY @@ -161,3 +164,35 @@ def get_description(self) -> str: def get_partitions(self) -> list: # TODO: 分区暂固定为0 return ['data_0'] + + +class FateTable(S3Table): + def upload_local_data(self, path, overwrite: bool = True, callback_func=None, file_type: str = 'csv'): + with TemporaryDirectory() as output_tmp_dir: + if os.path.isdir(path): + temp_path = os.path.join(output_tmp_dir, str(uuid.uuid1())) + self._tar(path, temp_path) + path = temp_path + self.upload(path, overwrite, callback_func, file_type) + + def download_data_to_local(self, local_path): + with TemporaryDirectory() as output_tmp_dir: + temp_path = os.path.join(output_tmp_dir, str(uuid.uuid1())) + self.download(local_path=temp_path) + self._x_tar(temp_path, local_path) + + @staticmethod + def _tar(source_directory, target_archive): + with tarfile.open(fileobj=open(target_archive, "wb"), mode='w:gz') as tar: + for root, _, files in os.walk(source_directory): + for file in files: + full_path = os.path.join(root, file) + rel_path = os.path.relpath(full_path, source_directory) + tar.add(full_path, rel_path) + + @staticmethod + def _x_tar(path, download_path): + tar = tarfile.open(path, "r:gz") + file_names = tar.getnames() + for file_name in file_names: + tar.extract(file_name, download_path) diff --git a/python/fate_flow/adapter/bfia/examples/test/data/guest/data_0 b/python/fate_flow/adapter/bfia/examples/test/data/guest/data_0 new file mode 100644 index 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"AnonymousRole_AnonymousPartyId_x19", "dtype": "float32", "name": "x19", "property": "column", "should_compress": true}]}, "type": "fate.arch.dataframe"}}, "model_key": null, "model_overview": {}, "name": null, "namespace": null, "source": {"component": "dataframe_transformer", "output_artifact_key": "dataframe_output", "output_index": null, "party_task_id": "202311011508108546800_transformer_0_0_local_0", "task_id": "202311011508108546800_transformer_0", "task_name": "transformer_0"}, "type_name": null}} \ No newline at end of file diff --git a/python/fate_flow/adapter/bfia/examples/test/upload.py b/python/fate_flow/adapter/bfia/examples/test/upload.py deleted file mode 100644 index cdcf96190..000000000 --- a/python/fate_flow/adapter/bfia/examples/test/upload.py +++ /dev/null @@ -1,14 +0,0 @@ -import engine_storage - -url = "http://127.0.0.1:9000" -username = "admin" -password = "12345678" - -session = engine_storage.session.S3Session(url=url, username=username, password=password) -namespace = "" -name = "" -table = session.get_table(namespace=namespace, name=name) -# table = session.create_table(namespace="1", name="2", column_info=[1, 2, 3]) -# table.upload("../job/components.json") -data = table.meta_output() -print(data) diff --git a/python/fate_flow/adapter/bfia/examples/test/upload/upload_guest.py b/python/fate_flow/adapter/bfia/examples/test/upload/upload_guest.py new file mode 100644 index 000000000..4c7c1f6b5 --- /dev/null +++ b/python/fate_flow/adapter/bfia/examples/test/upload/upload_guest.py @@ -0,0 +1,18 @@ +import yaml + +from fate_flow.adapter.bfia import engine_storage + +url = "http://127.0.0.1:9000" +username = "admin" +password = "12345678" + +session = engine_storage.session.S3Session(url=url, username=username, password=password) + +namespace = "test1" +name = "guest" +fp = open("../data/guest/metadata") +metadata = yaml.safe_load(fp) +print(metadata) + +table = session.create_table(name=name, namespace=namespace, metadata=metadata.get("metadata"), column_info=[]) +table.upload("../data/guest/data_0") diff --git a/python/fate_flow/adapter/bfia/examples/test/upload/upload_host.py b/python/fate_flow/adapter/bfia/examples/test/upload/upload_host.py new file mode 100644 index 000000000..13fac6de9 --- /dev/null +++ b/python/fate_flow/adapter/bfia/examples/test/upload/upload_host.py @@ -0,0 +1,18 @@ +import yaml + +from fate_flow.adapter.bfia import engine_storage + +url = "http://127.0.0.1:9000" +username = "admin" +password = "12345678" + +session = engine_storage.session.S3Session(url=url, username=username, password=password) + +namespace = "test" +name = "host" +fp = open("../data/host/metadata") +metadata = yaml.safe_load(fp) +print(metadata) + +table = session.create_table(name=name, namespace=namespace, column_info=[], metadata=metadata.get("metadata")) +table.upload("../data/host/data_0") From a78e2e32d464f0cf363dfc7ba1cb541dbc921075 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 14 Nov 2023 15:18:30 +0800 Subject: [PATCH 332/482] update test Signed-off-by: zhihuiwan <15779896112@163.com> --- .../examples/job/fate/fate_components.json | 524 ++++++++++++++++++ .../examples/job/{ => fate}/fate_psi_lr.json | 0 .../examples/job/{ => fate}/fate_psi_sbt.json | 0 .../bfia/examples/job/fate_components.json | 80 --- .../job/{ => unionpay}/bfia_psi_lr.json | 0 .../job/{ => unionpay}/bfia_psi_sbt.json | 0 .../{ => unionpay}/unionpay_components.json | 0 7 files changed, 524 insertions(+), 80 deletions(-) create mode 100644 python/fate_flow/adapter/bfia/examples/job/fate/fate_components.json rename python/fate_flow/adapter/bfia/examples/job/{ => fate}/fate_psi_lr.json (100%) rename python/fate_flow/adapter/bfia/examples/job/{ => fate}/fate_psi_sbt.json (100%) delete mode 100644 python/fate_flow/adapter/bfia/examples/job/fate_components.json rename python/fate_flow/adapter/bfia/examples/job/{ => unionpay}/bfia_psi_lr.json (100%) rename python/fate_flow/adapter/bfia/examples/job/{ => unionpay}/bfia_psi_sbt.json (100%) rename python/fate_flow/adapter/bfia/examples/job/{ => unionpay}/unionpay_components.json (100%) diff --git a/python/fate_flow/adapter/bfia/examples/job/fate/fate_components.json b/python/fate_flow/adapter/bfia/examples/job/fate/fate_components.json new file mode 100644 index 000000000..b40f75c4f --- /dev/null +++ b/python/fate_flow/adapter/bfia/examples/job/fate/fate_components.json @@ -0,0 +1,524 @@ +{ + "name": "fate", + "device": "docker", + "version": "2.0.0", + "metadata": { + "base_url": "", + "image": "federatedai/standalone_fate:2.0.0.beta" + }, + "protocol": "bfia", + "components_description": { + "psi": { + "componentName": "psi", + "title": "对齐算法", + "provider": "fate", + "version": "2.0.0", + "description": "对齐算法", + "roleList": [ + "guest", + "host" + ], + "desVersion": "2.0.0", + "storageEngine": [ + "s3", + "hdfs", + "eggroll" + ], + "inputParam": [ + { + "name": "protocol", + "title": "protocol", + "description": "protocol", + "type": "string", + "optional": "true", + "defaultValue": "ecdh_psi", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "curve_type", + "title": "curve_type", + "description": "curve_type", + "type": "string", + "optional": "true", + "defaultValue": "curve25519", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [ + { + "name": "input_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + } + ], + "outputData": [ + { + "name": "output_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + }, + { + "name": "metric", + "description": "对齐数", + "category": "report", + "dataFormat": [ + "json" + ] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] + }, + "coordinated_lr": { + "componentName": "coordinated_lr", + "title": "lr", + "provider": "fate", + "version": "2.0.0", + "description": "逻辑回归算法", + "roleList": [ + "guest", + "host", + "arbiter" + ], + "desVersion": "2.0.0", + "storageEngine": [ + "s3", + "hdfs", + "eggroll" + ], + "inputParam": [ + { + "name": "learning_rate_scheduler", + "title": "", + "description": "learning rate scheduler", + "type": "string", + "optional": "true", + "defaultValue": "{'method': 'linear', 'scheduler_params': {'start_factor': 1.0}}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "epochs", + "title": "", + "description": "max iteration num", + "type": "integer", + "optional": "true", + "defaultValue": 20, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "batch_size", + "title": "", + "description": "batch size, None means full batch, otherwise should be no less than 10, default None", + "type": "integer", + "optional": "true", + "defaultValue": null, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "optimizer", + "title": "", + "description": "", + "type": "string", + "optional": "true", + "defaultValue": "{'method': 'sgd', 'penalty': 'l2', 'plpah': 1.0, 'optimizer_params': {'lr': 1e-2, 'weight_decay': 0}}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "floating_point_precision", + "title": "", + "description": "floating point precision", + "type": "integer", + "optional": "true", + "defaultValue": 23, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "tol", + "title": "", + "description": "", + "type": "float", + "optional": "true", + "defaultValue": 1e-4, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "early_stop", + "title": "", + "description": "early stopping criterion, choose from {weight_diff, diff, abs, val_metrics}", + "type": "string", + "optional": "true", + "defaultValue": "diff", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "he_param", + "title": "", + "description": "homomorphic encryption param", + "type": "string", + "optional": "true", + "defaultValue": "{'kind': 'paillier', 'key_length': 1024}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "init_param", + "title": "", + "description": "Model param init setting.", + "type": "string", + "optional": "true", + "defaultValue": "{'method': 'random_uniform', 'fit_intercept': true, 'random_state': null}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "threshold", + "title": "", + "description": "predict threshold for binary data", + "type": "float", + "optional": "true", + "defaultValue": 0.5, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + } + ], + "outputData": [ + { + "name": "train_output_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + }, + { + "name": "output_model", + "description": "模型", + "category": "model", + "dataFormat": [ + "json" + ] + }, + { + "name": "metric", + "description": "report", + "category": "report", + "dataFormat": [ + "json" + ] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] + }, + "hetero_sbt": { + "componentName": "hetero_sbt", + "title": "sbt", + "provider": "fate", + "version": "2.0.0", + "description": "XGBoost算法", + "roleList": [ + "guest", + "host" + ], + "desVersion": "2.0.0", + "storageEngine": [ + "s3", + "hdfs", + "eggroll" + ], + "inputParam": [ + { + "name": "num_trees", + "title": "", + "description": "", + "type": "integer", + "optional": "true", + "defaultValue": 3, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "learning_rate", + "title": "", + "description": "", + "type": "float", + "optional": "true", + "defaultValue": 0.3, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "max_depth", + "title": "", + "description": "max depth of a tree", + "type": "integer", + "optional": "true", + "defaultValue": 3, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "max_bin", + "title": "", + "description": "max bin number of feature binning", + "type": "integer", + "optional": "true", + "defaultValue": 32, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "objective", + "title": "", + "description": "", + "type": "string", + "optional": "true", + "defaultValue": "binary:bce", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "num_class", + "title": "", + "description": "", + "type": "integer", + "optional": "true", + "defaultValue": 2, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "l2", + "title": "", + "description": "L2 regularization", + "type": "float", + "optional": "true", + "defaultValue": 0.1, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_impurity_split", + "title": "", + "description": "min impurity when splitting a tree node", + "type": "float", + "optional": "true", + "defaultValue": 1e-2, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_sample_split", + "title": "", + "description": "min sample to split a tree node", + "type": "integer", + "optional": "true", + "defaultValue": 2, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_leaf_node", + "title": "", + "description": "mininum sample contained in a leaf node", + "type": "integer", + "optional": "true", + "defaultValue": 1, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_child_weight", + "title": "", + "description": "minumum hessian contained in a leaf node", + "type": "integer", + "optional": "true", + "defaultValue": 1, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "gh_pack", + "title": "", + "description": "whether to pack gradient and hessian together", + "type": "bool", + "optional": "true", + "defaultValue": true, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "split_info_pack", + "title": "", + "description": "for host side, whether to pack split info together", + "type": "bool", + "optional": "true", + "defaultValue": true, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "hist_sub", + "title": "", + "description": "whether to use histogram subtraction", + "type": "bool", + "optional": "true", + "defaultValue": true, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "he_param", + "title": "", + "description": "whether to use histogram subtraction", + "type": "string", + "optional": "true", + "defaultValue": "{'kind': 'paillier', 'key_length': 1024}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + } + ], + "outputData": [ + { + "name": "train_data_output", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + }, + { + "name": "train_model_output", + "description": "输出模型", + "category": "model", + "dataFormat": [ + "json" + ] + }, + { + "name": "metric", + "description": "对齐数", + "category": "report", + "dataFormat": [ + "json" + ] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] + } + } +} \ No newline at end of file diff --git a/python/fate_flow/adapter/bfia/examples/job/fate_psi_lr.json b/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_lr.json similarity index 100% rename from python/fate_flow/adapter/bfia/examples/job/fate_psi_lr.json rename to python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_lr.json diff --git a/python/fate_flow/adapter/bfia/examples/job/fate_psi_sbt.json b/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json similarity index 100% rename from python/fate_flow/adapter/bfia/examples/job/fate_psi_sbt.json rename to python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json diff --git a/python/fate_flow/adapter/bfia/examples/job/fate_components.json b/python/fate_flow/adapter/bfia/examples/job/fate_components.json deleted file mode 100644 index b4698a947..000000000 --- a/python/fate_flow/adapter/bfia/examples/job/fate_components.json +++ /dev/null @@ -1,80 +0,0 @@ -{ - "name": "fate", - "device": "docker", - "version": "2.0.0", - "metadata": { - "base_url": "", - "image": "federatedai/standalone_fate:2.0.0.beta" - }, - "protocol": "bfia", - "components_description": - { - "psi": { - "componentName": "psi", - "title": "对齐算法", - "provider": "fate", - "version": "2.0.0", - "description": "对齐算法", - "roleList": ["guest", "host"], - "desVersion": "2.0.0", - "storageEngine": ["s3","hdfs", "eggroll"], - "inputParam": [ - { - "name": "protocol", - "title": "", - "description": "", - "type": "string", - "optional": "true", - "defaultValue": "x1", - "validator": "regular-正则项", - "UIPattern": "editeable", - "groupTag": "默认分组-显示", - "UIType": "input" - }, - { - "name": "curve_type", - "title": "", - "description": "", - "type": "string", - "optional": "true", - "defaultValue": "raw", - "validator": "regular-正则项", - "UIPattern": "editeable", - "groupTag": "默认分组-显示", - "UIType": "input" - } - ], - "inputData": [{ - "name": "input_data", - "description": "训练集数据", - "category": "dataset", - "dataFormat": ["dataset"] - }], - "outputData": [ - { - "name": "output_data", - "description": "训练集数据", - "category": "dataset", - "dataFormat": ["dataset"] - }, - { - "name": "metric", - "description": "对齐数", - "category": "report", - "dataFormat": ["json"] - } - ], - "result": [ - { - "resultCode": "00000000", - "resultMessage": "成功" - }, - { - "resultCode": "99999999", - "resultMessage": "算法执行失败" - } - ] -} - } - -} \ No newline at end of file diff --git a/python/fate_flow/adapter/bfia/examples/job/bfia_psi_lr.json b/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_lr.json similarity index 100% rename from python/fate_flow/adapter/bfia/examples/job/bfia_psi_lr.json rename to python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_lr.json diff --git a/python/fate_flow/adapter/bfia/examples/job/bfia_psi_sbt.json b/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_sbt.json similarity index 100% rename from python/fate_flow/adapter/bfia/examples/job/bfia_psi_sbt.json rename to python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_sbt.json diff --git a/python/fate_flow/adapter/bfia/examples/job/unionpay_components.json b/python/fate_flow/adapter/bfia/examples/job/unionpay/unionpay_components.json similarity index 100% rename from python/fate_flow/adapter/bfia/examples/job/unionpay_components.json rename to python/fate_flow/adapter/bfia/examples/job/unionpay/unionpay_components.json From 994a6c2cf3369474667d427650d89c61c2a0d46b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 16 Nov 2023 10:54:31 +0800 Subject: [PATCH 333/482] update bfia Signed-off-by: zhihuiwan <15779896112@163.com> --- .../adapter/bfia/apps/platform_app.py | 1 + .../adapter/bfia/container/wraps/wraps.py | 26 +- .../bfia/examples/job/fate/fate_psi_lr.json | 38 ++- .../bfia/examples/job/fate/fate_psi_sbt.json | 98 ++----- ...\346\263\225\346\217\217\350\277\260.json" | 186 +++++++++++++ ...\346\263\225\346\217\217\350\277\260.json" | 81 ++++++ ...\346\263\225\346\217\217\350\277\260.json" | 245 ++++++++++++++++++ .../adapter/bfia/examples/test/test_job.py | 13 +- .../bfia/examples/test/upload/upload_guest.py | 2 +- .../bfia/examples/test/upload/upload_host.py | 2 +- python/fate_flow/adapter/bfia/settings.py | 17 +- .../fate_flow/adapter/bfia/wheels/parser.py | 6 +- python/fate_flow/adapter/bfia/wheels/task.py | 18 +- 13 files changed, 623 insertions(+), 110 deletions(-) create mode 100644 "python/fate_flow/adapter/bfia/examples/job/fate/lr\347\256\227\346\263\225\346\217\217\350\277\260.json" create mode 100644 "python/fate_flow/adapter/bfia/examples/job/fate/psi\347\256\227\346\263\225\346\217\217\350\277\260.json" create mode 100644 "python/fate_flow/adapter/bfia/examples/job/fate/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" diff --git a/python/fate_flow/adapter/bfia/apps/platform_app.py b/python/fate_flow/adapter/bfia/apps/platform_app.py index 3998d6de2..c205eaa4e 100644 --- a/python/fate_flow/adapter/bfia/apps/platform_app.py +++ b/python/fate_flow/adapter/bfia/apps/platform_app.py @@ -75,5 +75,6 @@ def get_log(task_id, log_level, start, length=None): @API.Input.json(status=fields.String(required=True)) @API.Input.json(role=fields.String(required=True)) def task_callback(task_id, status, role): + role = role.split(".")[0] BfiaTaskController.callback_task(task_id, status, role) return API.Output.json() diff --git a/python/fate_flow/adapter/bfia/container/wraps/wraps.py b/python/fate_flow/adapter/bfia/container/wraps/wraps.py index 81b8fe4df..fe600e80b 100644 --- a/python/fate_flow/adapter/bfia/container/wraps/wraps.py +++ b/python/fate_flow/adapter/bfia/container/wraps/wraps.py @@ -22,7 +22,7 @@ import yaml -from fate_flow.adapter.bfia.settings import CONTAINER_HOME +from fate_flow.adapter.bfia.settings import FATE_CONTAINER_HOME from fate_flow.adapter.bfia.utils.entity.status import TaskStatus from fate_flow.adapter.bfia.utils.spec.task import TaskRuntimeEnv from fate_flow.engine.backend import build_backend @@ -73,14 +73,20 @@ def task_info(self): @property def task_input_dir(self): task_id = self.config.config.task_id - path = os.path.join(CONTAINER_HOME, "jobs", task_id, self.self_role, "input") + base_dir = FATE_CONTAINER_HOME + if self.config.config.log and self.config.config.log.path: + base_dir = self.config.config.log.path + path = os.path.join(base_dir, "jobs", task_id, self.self_role, "input") os.makedirs(path, exist_ok=True) return path @property def task_output_dir(self): task_id = self.config.config.task_id - path = os.path.join(CONTAINER_HOME, "jobs", task_id, self.self_role, "output") + base_dir = FATE_CONTAINER_HOME + if self.config.config.log and self.config.config.log.path: + base_dir = self.config.config.log.path + path = os.path.join(base_dir, "jobs", task_id, self.self_role, "output") os.makedirs(path, exist_ok=True) return path @@ -101,7 +107,7 @@ def self_party_id(self): @property def data_home(self): - path = os.path.join(CONTAINER_HOME, "data") + path = os.path.join(FATE_CONTAINER_HOME, "data") os.makedirs(path, exist_ok=True) return path @@ -129,7 +135,10 @@ def generate_conf(self): def task_logs_dir(self, *args): task_id = self.config.config.task_id - path = os.path.join(CONTAINER_HOME, "logs", task_id, *args) + base_dir = FATE_CONTAINER_HOME + if self.config.config.log and self.config.config.log.path: + base_dir = self.config.config.log.path + path = os.path.join(base_dir, "logs",task_id, *args) os.makedirs(path, exist_ok=True) return path @@ -142,6 +151,7 @@ def run(self): config = self.preprocess() output_meta = self.run_component(config) self.push_output(output_meta) + print(output_meta) code = output_meta.status.code if output_meta.status.code != ReturnCode.Base.SUCCESS: code = ReturnCode.Task.COMPONENT_RUN_FAILED @@ -150,12 +160,15 @@ def run(self): except Exception as e: traceback.format_exc() code = ReturnCode.Task.TASK_RUN_FAILED + print(e) logger.error(e) finally: + print(f"finish task with code {code}") self.report_status(code) def preprocess(self): # set log + print("start preprocess") self._generate_logger_conf().install() logger = logging.getLogger(__name__) @@ -185,9 +198,11 @@ def preprocess(self): task_name=self.config.runtime.component.name ) logger.debug(config) + print(config) return config def run_component(self, config): + print("start run task") task_parameters = config.dict() logger.info("start run task") os.makedirs(self.task_input_dir, exist_ok=True) @@ -207,6 +222,7 @@ def run_component(self, config): config_dir=self.task_output_dir, std_dir=self.task_output_dir ) logger.info("finish task") + print("finish task") if os.path.exists(task_result): with open(task_result, "r") as f: try: diff --git a/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_lr.json b/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_lr.json index a3a38f9fb..82b6d86d9 100644 --- a/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_lr.json +++ b/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_lr.json @@ -3,7 +3,7 @@ "dag": { "components": [ { - "name": "intersect_rsa_1", + "name": "psi_0", "componentName": "psi", "provider": "fate", "version": "2.0.0", @@ -18,6 +18,30 @@ "key": "metric" } ] + }, + { + "name": "lr_0", + "componentName": "coordinated_lr", + "provider": "fate", + "version": "2.0.0", + "input": [{ + "type": "dataset", + "key": "psi_0.output_data" + }], + "output": [ + { + "type": "dataset", + "key": "train_output_data" + }, + { + "type": "model", + "key": "output_model" + }, + { + "type": "report", + "key": "metric" + } + ] } ], "version": "2.0" @@ -63,20 +87,24 @@ }, "task_params": { "common": { + "psi_0":{ + }, + "lr_0": { + } }, "guest": { "0": { - "intersect_rsa_1": { + "psi_0": { "name": "guest", - "namespace": "guest" + "namespace": "test_data" } } }, "host": { "0": { - "intersect_rsa_1": { + "psi_0": { "name": "host", - "namespace": "host" + "namespace": "test_data" } } } diff --git a/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json b/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json index 41bf882df..bb0e94821 100644 --- a/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json +++ b/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json @@ -1,55 +1,45 @@ { - "flow_id": "flow_0cc3b89e9ab14c938feb6242a001a21b", + "flow_id": "", "dag": { "components": [ { - "name": "intersect_rsa_1", - "componentName": "Intersection", - "provider": "unionpay", + "name": "psi_0", + "componentName": "psi", + "provider": "fate", "version": "2.0.0", "input": [], "output": [ { "type": "dataset", - "key": "train_data" + "key": "output_data" }, { "type": "report", - "key": "report0" + "key": "metric" } ] }, { - "name": "hetero_secureboost_1", - "componentName": "HeteroSecureBoost", - "provider": "unionpay", + "name": "sbt_0", + "componentName": "hetero_sbt", + "provider": "fate", "version": "2.0.0", - "input": [ - { + "input": [{ "type": "dataset", - "key": "intersect_rsa_1.train_data" - } - ], + "key": "psi_0.output_data" + }], "output": [ { "type": "dataset", - "key": "data0" + "key": "train_data_output" }, { "type": "model", - "key": "model0" + "key": "train_model_output" }, { "type": "report", - "key": "report0" - }, - { - "type": "report", - "key": "report1" - }, - { - "type": "report", - "key": "report2" + "key": "metric" } ] } @@ -59,14 +49,14 @@ "config": { "initiator": { "role": "guest", - "node_id": "JG0100001100000000" + "node_id": "JG0100001100000010" }, "role": { "guest": [ - "JG0100001100000000" + "JG0100001100000010" ], "host": [ - "JG0100001100000000" + "JG0100001100000010" ] }, "job_params": { @@ -94,60 +84,24 @@ }, "task_params": { "common": { - "hetero_secureboost_1": { - "id": "id", - "label": "y", - "learning_rate": 0.5, - "objective_param": { - "objective": "cross_entropy" - }, - "num_trees": 2, - "subsample_feature_rate": 1, - "n_iter_no_change": "True", - "tol": 0.0001, - "predict_param": { - "threshold": 0.5 - }, - "cv_param": { - "n_splits": 5, - "shuffle": false, - "random_seed": 103, - "need_cv": false - }, - "metrics": [ - "auc", - "ks" - ], - "early_stopping_rounds": "", - "tree_param": { - "max_depth": 5 - } + "psi_0":{ }, - "intersect_rsa_1": { - "id": "id", - "intersect_method": "rsa", - "sync_intersect_ids": true, - "only_output_key": false, - "rsa_params": { - "hash_method": "sha256", - "final_hash_method": "sha256", - "key_length": 2048 - } + "sbt_0": { } }, "guest": { "0": { - "intersect_rsa_1": { - "name": "test_guest", - "namespace": "testspace" + "psi_0": { + "name": "guest", + "namespace": "test_data" } } }, "host": { "0": { - "intersect_rsa_1": { - "name": "test_host", - "namespace": "testspace" + "psi_0": { + "name": "host", + "namespace": "test_data" } } } diff --git "a/python/fate_flow/adapter/bfia/examples/job/fate/lr\347\256\227\346\263\225\346\217\217\350\277\260.json" "b/python/fate_flow/adapter/bfia/examples/job/fate/lr\347\256\227\346\263\225\346\217\217\350\277\260.json" new file mode 100644 index 000000000..c6c0717fc --- /dev/null +++ "b/python/fate_flow/adapter/bfia/examples/job/fate/lr\347\256\227\346\263\225\346\217\217\350\277\260.json" @@ -0,0 +1,186 @@ +{ + "componentName": "coordinated_lr", + "title": "lr", + "provider": "fate", + "version": "2.0.0", + "description": "逻辑回归算法", + "roleList": [ + "guest", + "host", + "arbiter" + ], + "desVersion": "2.0.0", + "storageEngine": [ + "s3", + "hdfs", + "eggroll" + ], + "inputParam": [ + { + "name": "learning_rate_scheduler", + "title": "", + "description": "learning rate scheduler", + "type": "string", + "optional": "true", + "defaultValue": "{'method': 'linear', 'scheduler_params': {'start_factor': 1.0}}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "epochs", + "title": "", + "description": "max iteration num", + "type": "integer", + "optional": "true", + "defaultValue": 20, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "batch_size", + "title": "", + "description": "batch size, None means full batch, otherwise should be no less than 10, default None", + "type": "integer", + "optional": "true", + "defaultValue": null, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "optimizer", + "title": "", + "description": "", + "type": "string", + "optional": "true", + "defaultValue": "{'method': 'sgd', 'penalty': 'l2', 'plpah': 1.0, 'optimizer_params': {'lr': 1e-2, 'weight_decay': 0}}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "floating_point_precision", + "title": "", + "description": "floating point precision", + "type": "integer", + "optional": "true", + "defaultValue": 23, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "tol", + "title": "", + "description": "", + "type": "float", + "optional": "true", + "defaultValue": 1e-4, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "early_stop", + "title": "", + "description": "early stopping criterion, choose from {weight_diff, diff, abs, val_metrics}", + "type": "string", + "optional": "true", + "defaultValue": "diff", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "he_param", + "title": "", + "description": "homomorphic encryption param", + "type": "string", + "optional": "true", + "defaultValue": "{'kind': 'paillier', 'key_length': 1024}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "init_param", + "title": "", + "description": "Model param init setting.", + "type": "string", + "optional": "true", + "defaultValue": "{'method': 'random_uniform', 'fit_intercept': true, 'random_state': null}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "threshold", + "title": "", + "description": "predict threshold for binary data", + "type": "float", + "optional": "true", + "defaultValue": 0.5, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + } + ], + "outputData": [ + { + "name": "train_output_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + }, + { + "name": "output_model", + "description": "模型", + "category": "model", + "dataFormat": [ + "json" + ] + }, + { + "name": "metric", + "description": "report", + "category": "report", + "dataFormat": [ + "json" + ] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] + } \ No newline at end of file diff --git "a/python/fate_flow/adapter/bfia/examples/job/fate/psi\347\256\227\346\263\225\346\217\217\350\277\260.json" "b/python/fate_flow/adapter/bfia/examples/job/fate/psi\347\256\227\346\263\225\346\217\217\350\277\260.json" new file mode 100644 index 000000000..62b047d58 --- /dev/null +++ "b/python/fate_flow/adapter/bfia/examples/job/fate/psi\347\256\227\346\263\225\346\217\217\350\277\260.json" @@ -0,0 +1,81 @@ +{ + "componentName": "psi", + "title": "对齐算法", + "provider": "fate", + "version": "2.0.0", + "description": "对齐算法", + "roleList": [ + "guest", + "host" + ], + "desVersion": "2.0.0", + "storageEngine": [ + "s3", + "hdfs", + "eggroll" + ], + "inputParam": [ + { + "name": "protocol", + "title": "protocol", + "description": "protocol", + "type": "string", + "optional": "true", + "defaultValue": "ecdh_psi", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "curve_type", + "title": "curve_type", + "description": "curve_type", + "type": "string", + "optional": "true", + "defaultValue": "curve25519", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [ + { + "name": "input_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + } + ], + "outputData": [ + { + "name": "output_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + }, + { + "name": "metric", + "description": "对齐数", + "category": "report", + "dataFormat": [ + "json" + ] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] + } \ No newline at end of file diff --git "a/python/fate_flow/adapter/bfia/examples/job/fate/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" "b/python/fate_flow/adapter/bfia/examples/job/fate/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" new file mode 100644 index 000000000..dbc0f1735 --- /dev/null +++ "b/python/fate_flow/adapter/bfia/examples/job/fate/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" @@ -0,0 +1,245 @@ +{ + "componentName": "hetero_sbt", + "title": "sbt", + "provider": "fate", + "version": "2.0.0", + "description": "XGBoost算法", + "roleList": [ + "guest", + "host" + ], + "desVersion": "2.0.0", + "storageEngine": [ + "s3", + "hdfs", + "eggroll" + ], + "inputParam": [ + { + "name": "num_trees", + "title": "", + "description": "", + "type": "integer", + "optional": "true", + "defaultValue": 3, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "learning_rate", + "title": "", + "description": "", + "type": "float", + "optional": "true", + "defaultValue": 0.3, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "max_depth", + "title": "", + "description": "max depth of a tree", + "type": "integer", + "optional": "true", + "defaultValue": 3, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "max_bin", + "title": "", + "description": "max bin number of feature binning", + "type": "integer", + "optional": "true", + "defaultValue": 32, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "objective", + "title": "", + "description": "", + "type": "string", + "optional": "true", + "defaultValue": "binary:bce", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "num_class", + "title": "", + "description": "", + "type": "integer", + "optional": "true", + "defaultValue": 2, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "l2", + "title": "", + "description": "L2 regularization", + "type": "float", + "optional": "true", + "defaultValue": 0.1, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_impurity_split", + "title": "", + "description": "min impurity when splitting a tree node", + "type": "float", + "optional": "true", + "defaultValue": 1e-2, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_sample_split", + "title": "", + "description": "min sample to split a tree node", + "type": "integer", + "optional": "true", + "defaultValue": 2, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_leaf_node", + "title": "", + "description": "mininum sample contained in a leaf node", + "type": "integer", + "optional": "true", + "defaultValue": 1, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_child_weight", + "title": "", + "description": "minumum hessian contained in a leaf node", + "type": "integer", + "optional": "true", + "defaultValue": 1, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "gh_pack", + "title": "", + "description": "whether to pack gradient and hessian together", + "type": "bool", + "optional": "true", + "defaultValue": true, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "split_info_pack", + "title": "", + "description": "for host side, whether to pack split info together", + "type": "bool", + "optional": "true", + "defaultValue": true, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "hist_sub", + "title": "", + "description": "whether to use histogram subtraction", + "type": "bool", + "optional": "true", + "defaultValue": true, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "he_param", + "title": "", + "description": "whether to use histogram subtraction", + "type": "string", + "optional": "true", + "defaultValue": "{'kind': 'paillier', 'key_length': 1024}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + } + ], + "outputData": [ + { + "name": "train_data_output", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + }, + { + "name": "train_model_output", + "description": "输出模型", + "category": "model", + "dataFormat": [ + "json" + ] + }, + { + "name": "metric", + "description": "对齐数", + "category": "report", + "dataFormat": [ + "json" + ] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] + } \ No newline at end of file diff --git a/python/fate_flow/adapter/bfia/examples/test/test_job.py b/python/fate_flow/adapter/bfia/examples/test/test_job.py index e4bb1621a..afddf393a 100644 --- a/python/fate_flow/adapter/bfia/examples/test/test_job.py +++ b/python/fate_flow/adapter/bfia/examples/test/test_job.py @@ -7,18 +7,18 @@ def register_components(): uri = "/v2/provider/register" - config_path = "../job/fate_components.json" + config_path = "../job/fate/fate_components.json" body = json.load(open(config_path, "r")) resp = requests.post(base_url+uri, json=body) print(resp.text) -# register_components() +register_components() def submit_job(): uri = "/v1/platform/schedule/job/create_all" - config_path = "../job/fate_psi_lr.json" + config_path = "../job/fate/fate_psi_lr.json" body = json.load(open(config_path, "r")) resp = requests.post(base_url+uri, json=body) print(resp.text) @@ -37,10 +37,3 @@ def stop_job(job_id): submit_job() -def callback(task_id, role): - uri = "/v1/platform/schedule/task/callback" - resp = requests.post(base_url+uri, json={"task_id": task_id, "status": "SUCCESS", "role": role}) - print(resp.text) - - -# callback("202310270230555288240_intersect_rsa_1", "guest") diff --git a/python/fate_flow/adapter/bfia/examples/test/upload/upload_guest.py b/python/fate_flow/adapter/bfia/examples/test/upload/upload_guest.py index 4c7c1f6b5..fb5b5cb27 100644 --- a/python/fate_flow/adapter/bfia/examples/test/upload/upload_guest.py +++ b/python/fate_flow/adapter/bfia/examples/test/upload/upload_guest.py @@ -8,7 +8,7 @@ session = engine_storage.session.S3Session(url=url, username=username, password=password) -namespace = "test1" +namespace = "test_data" name = "guest" fp = open("../data/guest/metadata") metadata = yaml.safe_load(fp) diff --git a/python/fate_flow/adapter/bfia/examples/test/upload/upload_host.py b/python/fate_flow/adapter/bfia/examples/test/upload/upload_host.py index 13fac6de9..285953baa 100644 --- a/python/fate_flow/adapter/bfia/examples/test/upload/upload_host.py +++ b/python/fate_flow/adapter/bfia/examples/test/upload/upload_host.py @@ -8,7 +8,7 @@ session = engine_storage.session.S3Session(url=url, username=username, password=password) -namespace = "test" +namespace = "test_data" name = "host" fp = open("../data/host/metadata") metadata = yaml.safe_load(fp) diff --git a/python/fate_flow/adapter/bfia/settings.py b/python/fate_flow/adapter/bfia/settings.py index 9398dbdff..9a9b1445d 100644 --- a/python/fate_flow/adapter/bfia/settings.py +++ b/python/fate_flow/adapter/bfia/settings.py @@ -1,10 +1,17 @@ STORAGE_NAME = "s3" -STORAGE_ADDRESS = "s3://ip:port?username=xxx&password=xxx" -TRANSPORT = "127.0.0.1:9370" +STORAGE_ADDRESS = "s3://127.0.0.1:9000?username=admin&password=12345678" +TRANSPORT = "127.0.0.1:9377" SESSION_ID = "session_{}" TOKEN = "session_{}" -LOCAL_LOG_PATH = "/data/projects/fate/fate_flow/logs/container" -CONTAINER_LOG_PATH = "/opt/src/log" +FATE_CONTAINER_HOME = "/data/projects/fate/fate_flow" +CONTAINER_LOG_PATH = f"{FATE_CONTAINER_HOME}/logs" CALLBACK_ADDRESS = "http://127.0.0.1:9380" -CONTAINER_LOG = {"path": CONTAINER_LOG_PATH} CALLBACK = f"{CALLBACK_ADDRESS}/v1/platform/schedule/task/callback" + + +VOLUME = { + # "/data/projects/fate/fate_flow/logs": { + # 'bind': "/data/projects/fate/fate_flow/logs", + # 'mode': 'rw' + # } +} diff --git a/python/fate_flow/adapter/bfia/wheels/parser.py b/python/fate_flow/adapter/bfia/wheels/parser.py index 0da996089..46dca46c8 100644 --- a/python/fate_flow/adapter/bfia/wheels/parser.py +++ b/python/fate_flow/adapter/bfia/wheels/parser.py @@ -1,5 +1,5 @@ -from fate_flow.adapter.bfia.settings import TRANSPORT, SESSION_ID, TOKEN, STORAGE_ADDRESS, STORAGE_NAME, CONTAINER_LOG, \ - CALLBACK +from fate_flow.adapter.bfia.settings import TRANSPORT, SESSION_ID, TOKEN, STORAGE_ADDRESS, STORAGE_NAME, \ + CALLBACK, CONTAINER_LOG_PATH from fate_flow.adapter.bfia.translator.component_spec import BFIAComponentSpec from fate_flow.adapter.bfia.translator.dsl_translator import Translator from fate_flow.adapter.bfia.utils.spec.artifact import ArtifactAddress, Engine, S3Address @@ -29,7 +29,7 @@ def task_parameters(self): config=Config( inst_id=self.node_id, node_id=self.node_id, - log=LogPath(**CONTAINER_LOG), + log=LogPath(path=CONTAINER_LOG_PATH), self_role=f"{self.role}.{self.role_index}", task_id=self.task_id, session_id=SESSION_ID.format(self.job_id), diff --git a/python/fate_flow/adapter/bfia/wheels/task.py b/python/fate_flow/adapter/bfia/wheels/task.py index 018a47fb1..1a345d8f6 100644 --- a/python/fate_flow/adapter/bfia/wheels/task.py +++ b/python/fate_flow/adapter/bfia/wheels/task.py @@ -2,7 +2,7 @@ import os.path from copy import deepcopy -from fate_flow.adapter.bfia.settings import LOCAL_LOG_PATH, CONTAINER_LOG_PATH +from fate_flow.adapter.bfia.settings import VOLUME from fate_flow.adapter.bfia.utils.entity.status import TaskStatus from fate_flow.adapter.bfia.utils.spec.job import DagSchemaSpec from fate_flow.adapter.bfia.wheels.federated import BfiaFederatedScheduler @@ -207,13 +207,15 @@ def _get_environment(cls, task: Task, run_parameters): @classmethod def _get_volume(cls, task): - return { - os.path.join(LOCAL_LOG_PATH, task.f_job_id, task.f_role, task.f_task_name): - { - 'bind': CONTAINER_LOG_PATH, - 'mode': 'rw' - } - } + # return { + # os.path.join(LOCAL_LOG_PATH, task.f_job_id, task.f_role, task.f_task_name): + # { + # 'bind': CONTAINER_LOG_PATH, + # 'mode': 'rw' + # } + # } + + return VOLUME @classmethod def _flatten_dict(cls, data, parent_key='', sep='.', loop=True): From 6f4bb94b9572d25e2b39ecad23edeececb7b82fb Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 16 Nov 2023 10:54:46 +0800 Subject: [PATCH 334/482] update env Signed-off-by: zhihuiwan <15779896112@163.com> --- fateflow.env | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/fateflow.env b/fateflow.env index 03d34cae3..6ac227a09 100644 --- a/fateflow.env +++ b/fateflow.env @@ -1,3 +1,3 @@ -FATE=2.0.0.beta -FATEFlow=2.0.0.beta +FATE=2.0.0.rc1 +FATEFlow=2.0.0.rc1 PYTHON=3.8 \ No newline at end of file From b93b76d506144bb6562ff23074e58e122f57a345 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 20 Nov 2023 10:23:48 +0800 Subject: [PATCH 335/482] fix component wraps Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/adapter/bfia/container/wraps/wraps.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/python/fate_flow/adapter/bfia/container/wraps/wraps.py b/python/fate_flow/adapter/bfia/container/wraps/wraps.py index fe600e80b..95e704ca1 100644 --- a/python/fate_flow/adapter/bfia/container/wraps/wraps.py +++ b/python/fate_flow/adapter/bfia/container/wraps/wraps.py @@ -314,6 +314,9 @@ def _preprocess_input_artifacts(self): if name in data: # set stage stage = data[name].stages[0] + if self.self_role not in data[name].roles: + logger.info(f"role {self.self_role} does not rely on data {name} input") + continue path = os.path.join(self.data_home, address.namespace, address.name) os.makedirs(os.path.dirname(path), exist_ok=True) metadata = self.io.s3_to_local(address, path=path) From b0169c5fe655279778e52aea2865798de2295948 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 21 Nov 2023 17:48:06 +0800 Subject: [PATCH 336/482] fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- .../adapter/bfia/scheduler/scheduler.py | 3 +- python/fate_flow/adapter/bfia/wheels/task.py | 4 +- python/fate_flow/components/__main__.py | 27 ++ python/fate_flow/controller/parser.py | 4 + python/fate_flow/controller/task.py | 75 ++++-- python/fate_flow/db/casbin_models.py | 10 +- python/fate_flow/db/db_models.py | 1 + python/fate_flow/engine/devices/__init__.py | 28 +- python/fate_flow/engine/devices/_base.py | 6 +- python/fate_flow/engine/devices/container.py | 2 + python/fate_flow/engine/devices/deepspeed.py | 249 ++++++++++++++++++ python/fate_flow/engine/devices/local.py | 15 +- python/fate_flow/entity/spec/dag/_job.py | 6 +- python/fate_flow/entity/types/_work.py | 1 + .../worker/deepspeed_download_model.py | 51 ++++ .../manager/worker/deepspeed_executor.py | 80 ++++++ .../worker/deepspeed_submit.py} | 12 +- .../manager/worker/fate_flow_executor.py | 8 +- python/fate_flow/runtime/runtime_config.py | 1 + python/fate_flow/runtime/system_settings.py | 3 +- python/fate_flow/scheduler/detector.py | 133 +++++++++- python/fate_flow/utils/job_utils.py | 13 +- 22 files changed, 650 insertions(+), 82 deletions(-) create mode 100644 python/fate_flow/components/__main__.py create mode 100644 python/fate_flow/engine/devices/deepspeed.py create mode 100644 python/fate_flow/manager/worker/deepspeed_download_model.py create mode 100644 python/fate_flow/manager/worker/deepspeed_executor.py rename python/fate_flow/{components/entrypoint/runner.py => manager/worker/deepspeed_submit.py} (73%) diff --git a/python/fate_flow/adapter/bfia/scheduler/scheduler.py b/python/fate_flow/adapter/bfia/scheduler/scheduler.py index b700976cb..93de4e3de 100644 --- a/python/fate_flow/adapter/bfia/scheduler/scheduler.py +++ b/python/fate_flow/adapter/bfia/scheduler/scheduler.py @@ -8,9 +8,8 @@ from fate_flow.adapter.bfia.wheels.task import BfiaTaskController from fate_flow.db import ScheduleJob, ScheduleTask, ScheduleTaskStatus from fate_flow.entity.code import SchedulingStatusCode -from fate_flow.entity.types import PROTOCOL, FederatedCommunicationType +from fate_flow.entity.types import FederatedCommunicationType from fate_flow.scheduler import SchedulerABC -from fate_flow.utils import job_utils from fate_flow.utils.log_utils import schedule_logger, exception_to_trace_string diff --git a/python/fate_flow/adapter/bfia/wheels/task.py b/python/fate_flow/adapter/bfia/wheels/task.py index 1a345d8f6..cf001bb14 100644 --- a/python/fate_flow/adapter/bfia/wheels/task.py +++ b/python/fate_flow/adapter/bfia/wheels/task.py @@ -11,7 +11,7 @@ from fate_flow.controller.task import TaskController from fate_flow.db import Task from fate_flow.engine.devices.container import ContainerdEngine -from fate_flow.entity.types import PROTOCOL +from fate_flow.entity.types import PROTOCOL, LauncherType from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.system_settings import PARTY_ID from fate_flow.utils import job_utils @@ -190,7 +190,7 @@ def calculate_multi_party_task_status(cls, tasks_party_status): return TaskStatus.SUCCESS @classmethod - def build_task_engine(cls, provider_name): + def build_task_engine(cls, provider_name, launcher_name=LauncherType.DEFAULT): provider = ProviderManager.get_provider_by_provider_name(provider_name) return BfiaContainerd(provider) diff --git a/python/fate_flow/components/__main__.py b/python/fate_flow/components/__main__.py new file mode 100644 index 000000000..6d61c0981 --- /dev/null +++ b/python/fate_flow/components/__main__.py @@ -0,0 +1,27 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +""" +execute with python -m fate.components --config xxx +""" + +if __name__ == "__main__": + import click + from fate_flow.components.entrypoint.cli import component + + cli = click.Group() + cli.add_command(component) + cli(prog_name="python -m fate_flow.components") diff --git a/python/fate_flow/controller/parser.py b/python/fate_flow/controller/parser.py index 11bbbc913..b82137bc7 100644 --- a/python/fate_flow/controller/parser.py +++ b/python/fate_flow/controller/parser.py @@ -186,6 +186,10 @@ def provider(self): self._provider = ProviderManager.check_provider_name(provider_name) return self._provider + @property + def timeout(self): + return self.task_runtime_conf.get("timeout", None) + @property def provider_name(self): return ProviderManager.parser_provider_name(self.provider)[0] diff --git a/python/fate_flow/controller/task.py b/python/fate_flow/controller/task.py index 3e73ff654..b5fb559fa 100644 --- a/python/fate_flow/controller/task.py +++ b/python/fate_flow/controller/task.py @@ -95,6 +95,7 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task.f_party_status = TaskStatus.WAITING task.f_execution_id = execution_id task.f_provider_name = task_parser.provider + task.f_timeout = task_parser.timeout task.f_sync_type = dag_schema.dag.conf.sync_type task.f_task_run = task_run task.f_task_cores = task_cores @@ -115,6 +116,8 @@ def update_local(task): @staticmethod def update_launcher_config(task, task_runtime_launcher, task_parameters): # support deepspeed and other launcher + if task.f_role == "arbiter": + return schedule_logger(task.f_job_id).info(f"task runtime launcher: {task_runtime_launcher}") launcher = LauncherSpec.parse_obj(task_runtime_launcher) if launcher.name and launcher.name != LauncherType.DEFAULT: @@ -184,14 +187,15 @@ def start_task(cls, task: Task): run_parameters_path = os.path.join(config_dir, 'preprocess_parameters.yaml') with open(run_parameters_path, 'w') as fw: yaml.dump(run_parameters, fw) - backend_engine = cls.build_task_engine(task.f_provider_name) - run_info = backend_engine.run(task=task, - run_parameters=run_parameters, - run_parameters_path=run_parameters_path, - config_dir=config_dir, - log_dir=job_utils.get_job_log_directory(job_id, role, party_id, - task.f_task_name), - cwd_dir=job_utils.get_job_directory(job_id, role, party_id, task.f_task_name)) + backend_engine = cls.build_task_engine(task.f_provider_name, task.f_launcher_name) + run_info = backend_engine.run( + task=task, + run_parameters=run_parameters, + run_parameters_path=run_parameters_path, + config_dir=config_dir, + log_dir=job_utils.get_job_log_directory(job_id, role, party_id, task.f_task_name), + cwd_dir=job_utils.get_job_directory(job_id, role, party_id, task.f_task_name) + ) task_info.update(run_info) task_info["start_time"] = current_timestamp() task_executor_process_start_status = True @@ -209,8 +213,9 @@ def start_task(cls, task: Task): except Exception as e: schedule_logger(job_id).exception(e) schedule_logger(job_id).info( - "task {} {} on {} {} executor subprocess start {}".format(task_id, task_version, role, party_id, - "success" if task_executor_process_start_status else "failed")) + "task {} {} on {} {} executor subprocess start {}".format( + task_id, task_version, role, party_id, "success" if task_executor_process_start_status else "failed" + )) return not is_failed @classmethod @@ -245,8 +250,13 @@ def create_new_version_schedule_task(cls, job, task, auto): job.f_job_id, _role, _party_id, task.f_task_name, dag_schema, job_parser, is_scheduler=True, task_version=task.f_task_version ) - TaskController.create_scheduler_tasks_status(job.f_job_id, dag_schema, task_version=task.f_task_version, - auto_retries=task.f_auto_retries, task_name=task.f_task_name) + TaskController.create_scheduler_tasks_status( + job.f_job_id, + dag_schema, + task_version=task.f_task_version, + auto_retries=task.f_auto_retries, + task_name=task.f_task_name + ) schedule_logger(job.f_job_id).info(f"create task {task.f_task_id} new version {task.f_task_version} successfully") @classmethod @@ -282,12 +292,11 @@ def update_task(cls, task_info): @classmethod def update_task_status(cls, task_info, scheduler_party_id=None, sync_type=None): - if not scheduler_party_id or not sync_type: - task = JobSaver.query_task( - task_id=task_info.get("task_id"), - task_version=task_info.get("task_version") - )[0] - scheduler_party_id, sync_type = task.f_scheduler_party_id, task.f_sync_type + task = JobSaver.query_task( + task_id=task_info.get("task_id"), + task_version=task_info.get("task_version") + )[0] + scheduler_party_id, sync_type = task.f_scheduler_party_id, task.f_sync_type update_status = JobSaver.update_task_status(task_info=task_info) if update_status and EndStatus.contains(task_info.get("party_status")): ResourceManager.return_task_resource(**task_info) @@ -302,6 +311,8 @@ def update_task_status(cls, task_info, scheduler_party_id=None, sync_type=None): } if sync_type == FederatedCommunicationType.CALLBACK: cls.report_task_to_scheduler(task_info=report_task_info, scheduler_party_id=scheduler_party_id) + if update_status and EndStatus.contains(task_info.get("party_status")): + cls.callback_task_output(task) return update_status @classmethod @@ -337,7 +348,7 @@ def stop_task(cls, task: Task, stop_status): def kill_task(cls, task: Task): kill_status = False try: - backend_engine = cls.build_task_engine(task.f_provider_name) + backend_engine = cls.build_task_engine(task.f_provider_name, task.f_launcher_name) if backend_engine: backend_engine.kill(task) backend_engine.cleanup(task) @@ -348,18 +359,20 @@ def kill_task(cls, task: Task): kill_status = True finally: schedule_logger(task.f_job_id).info( - 'task {} {} on {} {} process {} kill {}'.format(task.f_task_id, - task.f_task_version, - task.f_role, - task.f_party_id, - task.f_run_pid, - 'success' if kill_status else 'failed')) + 'task {} {} on {} {} process {} kill {}'.format( + task.f_task_id, + task.f_task_version, + task.f_role, + task.f_party_id, + task.f_run_pid, + 'success' if kill_status else 'failed' + )) return kill_status @classmethod def clean_task(cls, task): try: - backend_engine = cls.build_task_engine(task.f_provider_name) + backend_engine = cls.build_task_engine(task.f_provider_name, task.f_launcher_name) if backend_engine: schedule_logger(task.f_job_id).info(f"start clean task:[{task.f_task_id} {task.f_task_version}]") backend_engine.cleanup(task) @@ -368,5 +381,11 @@ def clean_task(cls, task): schedule_logger(task.f_job_id).exception(e) @classmethod - def build_task_engine(cls, provider_name) -> EngineABC: - return build_engine(provider_name) + def build_task_engine(cls, provider_name, launcher_name=LauncherType.DEFAULT) -> EngineABC: + return build_engine(provider_name, launcher_name) + + @classmethod + def callback_task_output(cls, task: Task): + if task.f_launcher_name == LauncherType.DEEPSPEED: + engine = cls.build_task_engine(provider_name=task.f_provider_name, launcher_name=task.f_launcher_name) + engine.download_output(task) diff --git a/python/fate_flow/db/casbin_models.py b/python/fate_flow/db/casbin_models.py index ca8b23212..6b86948e1 100644 --- a/python/fate_flow/db/casbin_models.py +++ b/python/fate_flow/db/casbin_models.py @@ -19,6 +19,8 @@ import peewee as pw from fate_flow.db.base_models import singleton, DB +from fate_flow.entity.types import ProcessRole +from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import CASBIN_MODEL_CONF, CASBIN_TABLE_NAME, PERMISSION_TABLE_NAME, \ PERMISSION_CASBIN_MODEL_CONF @@ -239,5 +241,9 @@ def enforce(self, party_id, type, value): raise Exception(f"{party_id}, {type}, {value} {e}") -FATE_CASBIN = FateCasbin() -PERMISSION_CASBIN = PermissionCasbin() +if RuntimeConfig.PROCESS_ROLE == ProcessRole.DRIVER: + FATE_CASBIN = FateCasbin() + PERMISSION_CASBIN = PermissionCasbin() +else: + FATE_CASBIN = None + PERMISSION_CASBIN = None diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index 01c4cf904..be444e5a4 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -93,6 +93,7 @@ class Task(DataBaseModel): f_kill_status = BooleanField(default=False) f_error_report = TextField(default="") f_sync_type = CharField(max_length=20) + f_timeout = IntegerField(null=True) f_launcher_name = CharField(max_length=20, null=True) f_launcher_conf = JSONField(null=True) diff --git a/python/fate_flow/engine/devices/__init__.py b/python/fate_flow/engine/devices/__init__.py index 3f90c2d25..dede5eda4 100644 --- a/python/fate_flow/engine/devices/__init__.py +++ b/python/fate_flow/engine/devices/__init__.py @@ -13,22 +13,30 @@ # See the License for the specific language governing permissions and # limitations under the License. from fate_flow.engine.devices._base import EngineABC -from fate_flow.entity.types import ProviderDevice +from fate_flow.entity.types import ProviderDevice, LauncherType from fate_flow.manager.service.provider_manager import ProviderManager -def build_engine(provider_name: str): +def build_engine(provider_name: str, launcher_name: str = LauncherType.DEFAULT): provider = ProviderManager.get_provider_by_provider_name(provider_name) - if provider.device in {ProviderDevice.DOCKER, ProviderDevice.K8S}: - from fate_flow.engine.devices.container import ContainerdEngine - engine_session = ContainerdEngine(provider) - - elif provider.device in {ProviderDevice.LOCAL}: - from fate_flow.engine.devices.local import LocalEngine - engine_session = LocalEngine(provider) + if launcher_name == LauncherType.DEEPSPEED: + if provider.device in {ProviderDevice.LOCAL}: + from fate_flow.engine.devices.deepspeed import EggrollDeepspeedEngine + engine_session = EggrollDeepspeedEngine(provider) + else: + raise ValueError(f'engine launcher {LauncherType.DEEPSPEED} device "{provider.device}" is not supported') else: - raise ValueError(f'engine device "{provider.device}" is not supported') + if provider.device in {ProviderDevice.DOCKER, ProviderDevice.K8S}: + from fate_flow.engine.devices.container import ContainerdEngine + engine_session = ContainerdEngine(provider) + + elif provider.device in {ProviderDevice.LOCAL}: + from fate_flow.engine.devices.local import LocalEngine + engine_session = LocalEngine(provider) + + else: + raise ValueError(f'engine device "{provider.device}" is not supported') return engine_session diff --git a/python/fate_flow/engine/devices/_base.py b/python/fate_flow/engine/devices/_base.py index 8b7a5c7ba..83febff02 100644 --- a/python/fate_flow/engine/devices/_base.py +++ b/python/fate_flow/engine/devices/_base.py @@ -16,11 +16,9 @@ import abc -import sys import typing from fate_flow.db.db_models import Task -from fate_flow.entity.types import ProviderName class EngineABC(metaclass=abc.ABCMeta): @@ -39,3 +37,7 @@ def is_alive(self, task: Task): @abc.abstractmethod def cleanup(self, task: Task): ... + + @abc.abstractmethod + def download_output(self, task: Task): + ... diff --git a/python/fate_flow/engine/devices/container.py b/python/fate_flow/engine/devices/container.py index 3d98be32a..6bbd45894 100644 --- a/python/fate_flow/engine/devices/container.py +++ b/python/fate_flow/engine/devices/container.py @@ -81,3 +81,5 @@ def is_alive(self, task: Task): def cleanup(self, task: Task): pass + def download_output(self, task: Task): + pass diff --git a/python/fate_flow/engine/devices/deepspeed.py b/python/fate_flow/engine/devices/deepspeed.py new file mode 100644 index 000000000..27c1dc470 --- /dev/null +++ b/python/fate_flow/engine/devices/deepspeed.py @@ -0,0 +1,249 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import datetime +import json +import logging +import os +import sys +import traceback +from uuid import uuid1 + +from fate_flow.db import Task +from fate_flow.engine.devices.local import LocalEngine +from fate_flow.entity.types import BaseStatus, TaskStatus, WorkerName +from fate_flow.manager.service.worker_manager import WorkerManager +from fate_flow.manager.worker.deepspeed_download_model import DownloadModel +from fate_flow.runtime.runtime_config import RuntimeConfig +from fate_flow.runtime.system_settings import MODEL_STORE_PATH +from fate_flow.utils import job_utils, process_utils +from fate_flow.utils.job_utils import get_job_log_directory +from fate_flow.utils.log_utils import schedule_logger + +logger = logging.getLogger(__name__) + + +class StatusSet(BaseStatus): + NEW = "NEW" + NEW_TIMEOUT = "NEW_TIMEOUT" + ACTIVE = "ACTIVE" + CLOSED = "CLOSED" + KILLED = "KILLED" + ERROR = "ERROR" + FINISHED = "FINISHED" + + +class EndStatus(BaseStatus): + NEW_TIMEOUT = StatusSet.NEW_TIMEOUT + CLOSED = StatusSet.CLOSED + FAILED = StatusSet.KILLED + ERROR = StatusSet.ERROR + FINISHED = StatusSet.FINISHED + + +class EggrollDeepspeedEngine(LocalEngine): + @staticmethod + def generate_session_id(): + return f"deepspeed_session_{datetime.datetime.now().strftime('%Y%m%d-%H%M%S-%f')}" + + def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): + schedule_logger(task.f_job_id).info("start to submit deepspeed task") + session_id = self.generate_session_id() + worker_id = uuid1().hex + world_size = task.f_launcher_conf.get("cores") + timeout = task.f_launcher_conf.get("timeout", 21600) + task_info = { + "job_id": task.f_job_id, + "role": task.f_role, + "party_id": task.f_party_id, + "task_id": task.f_task_id, + "task_version": task.f_task_version + } + process_cmd, pid = self.submit(task_info, world_size, timeout, run_parameters_path, session_id, log_dir=log_dir) + WorkerManager.save_worker_info(task=task, worker_name=WorkerName.TASK_SUBMIT, worker_id=worker_id, + run_ip=RuntimeConfig.JOB_SERVER_HOST, run_pid=pid, cmd=process_cmd) + schedule_logger(task.f_job_id).info("done!") + return {"worker_id": session_id, "run_pid": pid, "cmd": process_cmd} + + @staticmethod + def submit(task_info, world_size, timeout, task_conf_path, session_id, log_dir): + from fate_flow.manager.worker.deepspeed_executor import Submit + + conf_dir = job_utils.get_job_directory(job_id=task_info.get("job_id")) + os.makedirs(conf_dir, exist_ok=True) + process_cmd = [ + sys.executable or 'python3', + sys.modules[Submit.__module__].__file__, + '--task_info', json.dumps(task_info), + '--session_id', session_id, + '--task_config', task_conf_path, + "--world_size", world_size, + "--timeout", timeout + ] + p = process_utils.run_subprocess( + job_id=task_info.get("job_id"), + config_dir=conf_dir, + process_cmd=process_cmd, + process_name=WorkerName.TASK_SUBMIT, + std_dir=log_dir + ) + return process_cmd, p.pid + + def cleanup(self, task: Task): + self.kill(task.f_worker_id) + + def kill(self, task): + schedule_logger(task.f_job_id).info(f"start kill deepspeed task {task.f_worker_id}") + from eggroll.deepspeed.submit import client + client = client.DeepspeedJob(task.f_worker_id) + try: + client.kill() + except Exception as e: + traceback.format_exc() + schedule_logger(task.f_job_id).error(e) + + def download_output(self, task: Task): + try: + schedule_logger(task.f_job_id).info(f"start download logs") + self.download_log(task) + schedule_logger(task.f_job_id).info(f"start download models") + self.download_model(task=task) + + except Exception as e: + traceback.format_exc() + schedule_logger(task.f_job_id).error(e) + + @staticmethod + def _query_status(session_id): + if session_id: + from eggroll.deepspeed.submit import client + client = client.DeepspeedJob(session_id) + _s = client.query_status().status + return _s if _s else StatusSet.NEW + return StatusSet.NEW + + def query_task_status(self, task): + status = self._query_status(task) + if status in EndStatus.status_list(): + if status in [EndStatus.FINISHED]: + return TaskStatus.SUCCESS + else: + return TaskStatus.FAILED + + @staticmethod + def _download_job(session_id, base_dir, content_type=None, ranks: list = None): + from eggroll.deepspeed.submit import client + if not content_type: + content_type = client.ContentType.ALL + if session_id: + client = client.DeepspeedJob(session_id) + os.makedirs(base_dir, exist_ok=True) + path = lambda rank: f"{base_dir}/{rank}.zip" + client.download_job_to(rank_to_path=path, content_type=content_type, ranks=ranks) + return base_dir + + def query_status(self, session_id): + status = self._query_status(session_id) + if status in EndStatus.status_list(): + if status in [EndStatus.FINISHED]: + return TaskStatus.SUCCESS + else: + return TaskStatus.FAILED + + def is_alive(self, task): + status = self._query_status(task) + if status in StatusSet.status_list(): + if status in EndStatus.status_list(): + return False + else: + return True + else: + raise RuntimeError(f"task run status: {status}") + + def download(self, task, base_dir, content_type=None, ranks=None): + from eggroll.deepspeed.submit.client import ContentType + if not content_type: + content_type = ContentType.ALL + dir_name = self._download_job(task, base_dir, content_type, ranks) + if dir_name: + for file in os.listdir(dir_name): + if file.endswith(".zip"): + rank_dir = os.path.join(dir_name, file.split(".zip")[0]) + os.makedirs(rank_dir, exist_ok=True) + self.unzip(os.path.join(dir_name, file), extra_dir=rank_dir) + os.remove(os.path.join(dir_name, file)) + + def download_log(self, task, path=None): + from eggroll.deepspeed.submit.client import ContentType + if not path: + path = self.log_path(task) + schedule_logger(task.f_job_id).info(f"download logs to {path}") + self.download(task, base_dir=path, content_type=ContentType.LOGS) + + @staticmethod + def download_model(task): + # run subprocess to download model + conf_dir = job_utils.get_job_directory(job_id=task.f_job_id) + os.makedirs(conf_dir, exist_ok=True) + process_cmd = [ + sys.executable or 'python3', + sys.modules[DownloadModel.__module__].__file__, + '--job_id', task.f_job_id, + '--role', task.f_role, + '--party_id', task.f_party_id, + '--task_id', task.f_task_id, + '--task_version', task.f_task_version, + '--provider_name', task.f_provider_name + ] + process_name = "model_download" + log_dir = job_utils.get_job_log_directory(job_id=task.f_job_id) + p = process_utils.run_subprocess( + job_id=task.f_job_id, + config_dir=conf_dir, + process_cmd=process_cmd, + std_dir=log_dir, + process_name=process_name + ) + schedule_logger(task.f_job_id).info(f"download model process id: {p.pid}") + + def download_model_do(self, task, path=None): + from eggroll.deepspeed.submit.client import ContentType + if not path: + path = self.model_path(task, download=True) + self.download(task, base_dir=path, content_type=ContentType.MODELS, ranks=[0]) + + @staticmethod + def unzip(zip_path, extra_dir): + import zipfile + zfile = zipfile.ZipFile(zip_path, "r") + for name in zfile.namelist(): + dir_name = os.path.dirname(zip_path) + file_path = os.path.join(dir_name, extra_dir, name) + os.makedirs(os.path.dirname(file_path), exist_ok=True) + data = zfile.read(name) + with open(file_path, "w+b") as file: + file.write(data) + + @staticmethod + def model_path(task, download=False): + _p = os.path.join(MODEL_STORE_PATH, task.f_job_id, task.f_task_name) + if not download: + # only rank 0 output model + _p = os.path.join(_p, "0") + return _p + + @staticmethod + def log_path(task): + return get_job_log_directory(task.f_job_id, task.f_role, task.f_party_id, task.f_task_name) diff --git a/python/fate_flow/engine/devices/local.py b/python/fate_flow/engine/devices/local.py index 2fcf3d4b6..a7dd41c2a 100644 --- a/python/fate_flow/engine/devices/local.py +++ b/python/fate_flow/engine/devices/local.py @@ -17,11 +17,11 @@ from fate_flow.db.db_models import Task from fate_flow.engine.devices._base import EngineABC -from fate_flow.entity.types import TaskStatus, WorkerName, ProviderName -from fate_flow.entity.code import KillProcessRetCode +from fate_flow.entity.types import WorkerName from fate_flow.manager.service.worker_manager import WorkerManager +from fate_flow.manager.worker.fate_flow_executor import FateFlowSubmit from fate_flow.runtime.component_provider import ComponentProvider -from fate_flow.utils import job_utils, process_utils +from fate_flow.utils import process_utils class LocalEngine(EngineABC): @@ -55,10 +55,12 @@ def cleanup(self, task: Task): task_parameters=task.f_component_parameters ) + def download_output(self, task): + pass + @staticmethod def generate_cmd(): - from fate_flow.components.entrypoint.runner import Submit - module_file_path = sys.modules[Submit.__module__].__file__ + module_file_path = sys.modules[FateFlowSubmit.__module__].__file__ common_cmd = [ module_file_path, "component", @@ -70,8 +72,7 @@ def generate_cmd(): @staticmethod def generate_cleanup_cmd(): - from fate_flow.components.entrypoint.runner import Submit - module_file_path = sys.modules[Submit.__module__].__file__ + module_file_path = sys.modules[FateFlowSubmit.__module__].__file__ common_cmd = [ module_file_path, "component", diff --git a/python/fate_flow/entity/spec/dag/_job.py b/python/fate_flow/entity/spec/dag/_job.py index 8d6d0cfab..98a1201ba 100644 --- a/python/fate_flow/entity/spec/dag/_job.py +++ b/python/fate_flow/entity/spec/dag/_job.py @@ -53,6 +53,7 @@ class EngineRunSpec(BaseModel): class TaskConfSpec(BaseModel): run: Optional[Dict] provider: Optional[str] + timeout: Optional[int] class InheritConfSpec(BaseModel): @@ -86,15 +87,12 @@ class DAGSpec(BaseModel): stage: Optional[Union[Literal["train", "predict", "default", "cross_validation"]]] tasks: Dict[str, TaskSpec] party_tasks: Optional[Dict[str, PartyTaskSpec]] - """ - BFIA PROTOCOL EXTRA - """ + flow_id: Optional[str] old_job_id: Optional[str] initiator: Optional[Tuple[Union[Literal["guest", "host", "arbiter", "local"]], str]] - class DAGSchema(BaseModel): dag: Union[DAGSpec, Any] schema_version: str diff --git a/python/fate_flow/entity/types/_work.py b/python/fate_flow/entity/types/_work.py index c5ff3bdec..ba2b5da74 100644 --- a/python/fate_flow/entity/types/_work.py +++ b/python/fate_flow/entity/types/_work.py @@ -22,6 +22,7 @@ class ProcessRole(CustomEnum): class WorkerName(CustomEnum): + TASK_SUBMIT = "submit" TASK_ENTRYPOINT = "task_entrypoint" TASK_EXECUTE = "task_execute" COMPONENT_DEFINE = "component_define" diff --git a/python/fate_flow/manager/worker/deepspeed_download_model.py b/python/fate_flow/manager/worker/deepspeed_download_model.py new file mode 100644 index 000000000..07ddef185 --- /dev/null +++ b/python/fate_flow/manager/worker/deepspeed_download_model.py @@ -0,0 +1,51 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import argparse + +from fate_flow.engine.devices import build_engine +from fate_flow.entity.types import LauncherType +from fate_flow.manager.operation.job_saver import JobSaver +from fate_flow.utils.log_utils import schedule_logger + + +class DownloadModel(object): + def run(self, args): + deepspeed_engine = build_engine(args.provider_name, LauncherType.DEEPSPEED) + tasks = JobSaver.query_task( + task_id=self.args.task_id, + task_version=self.args.task_version, + job_id=self.args.job_id, + role=self.args.role, + party_id=self.args.party_id + ) + task = tasks[0] + schedule_logger(self.args.job_id).info("start download model") + deepspeed_engine.download_model_do(task) + schedule_logger(self.args.job_id).info("download model success") + + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + parser.add_argument('--provider_name', required=True, type=str, help="provider name") + parser.add_argument('--job_id', required=True, type=str, help="job id") + parser.add_argument('--role', required=True, type=str, help="role") + parser.add_argument('--party_id', required=True, type=str, help="party id") + parser.add_argument('--task_id', required=True, type=str, help="task id") + parser.add_argument('--task_version', required=True, type=int, help="task version") + + + args = parser.parse_args() + DownloadModel().run(args) diff --git a/python/fate_flow/manager/worker/deepspeed_executor.py b/python/fate_flow/manager/worker/deepspeed_executor.py new file mode 100644 index 000000000..01aaa7a1b --- /dev/null +++ b/python/fate_flow/manager/worker/deepspeed_executor.py @@ -0,0 +1,80 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import argparse +import json +import logging +import sys + +from fate_flow.controller.task import TaskController +from fate_flow.entity.types import TaskStatus +from fate_flow.manager.worker.deepspeed_submit import DeepspeedSubmit +from fate_flow.utils.log_utils import schedule_logger + + +class Submit(object): + def run(self, args): + task_info = json.loads(args.task_info) + job_id = task_info.get("job_id") + try: + + from eggroll.deepspeed.submit import client + client = client.DeepspeedJob(session_id=args.session_id) + schedule_logger(job_id).info(f"start submit deepspeed task {args.session_id}") + schedule_logger(job_id).info(f"submit config {args.config}") + with open(args.task_config, "r") as f: + task_conf = json.load(f) + + env_name = "FATE_TASK_CONFIG" + + options = { + "eggroll.container.deepspeed.script.path": sys.modules[DeepspeedSubmit.__module__].__file__ + } + resource_options = {"timeout_seconds": args.timeout, "resource_exhausted_strategy": "waiting"} + client.submit( + world_size=args.world_size, + command_arguments=["--env-name", env_name], + environment_variables={env_name: json.dumps(task_conf)}, + files={}, + resource_options=resource_options, + options=options + ) + schedule_logger(job_id).info(f"submit deepspeed task success") + + # threads = [] + # for handle in logger.handlers: + # handle.setFormatter(logging.Formatter("%(message)s")) + # for _type in ["DEBUG", "INFO", "ERROR"]: + # threads.extend( + # client.write_logs_to(log_type=_type, logging=getattr(logger, _type.lower())) + # ) + # for thread in threads: + # thread.join() + except Exception as e: + schedule_logger(job_id).exception(e) + task_info["party_status"] = TaskStatus.FAILED + TaskController.update_task_status(task_info=task_info) + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument('--world_size', required=False, type=str, help="world size") + parser.add_argument('--task_config', required=False, type=str, help="session id") + + parser.add_argument('--task_info', required=False, type=str, help="task info") + parser.add_argument('--session_id', required=False, type=str, help="session id") + parser.add_argument('--timeout', required=False, type=int, help="timeout") + args = parser.parse_args() + Submit().run(args) diff --git a/python/fate_flow/components/entrypoint/runner.py b/python/fate_flow/manager/worker/deepspeed_submit.py similarity index 73% rename from python/fate_flow/components/entrypoint/runner.py rename to python/fate_flow/manager/worker/deepspeed_submit.py index e63f2bbe9..1e414363b 100644 --- a/python/fate_flow/components/entrypoint/runner.py +++ b/python/fate_flow/manager/worker/deepspeed_submit.py @@ -14,16 +14,12 @@ # limitations under the License. # -class Submit: +class DeepspeedSubmit: @staticmethod def run(): - import click - from fate_flow.components.entrypoint.cli import component - - cli = click.Group() - cli.add_command(component) - cli(prog_name="python -m fate_flow.components.entrypoint") + from fate_flow.components.entrypoint.cli import entrypoint + entrypoint() if __name__ == "__main__": - Submit.run() + DeepspeedSubmit.run() diff --git a/python/fate_flow/manager/worker/fate_flow_executor.py b/python/fate_flow/manager/worker/fate_flow_executor.py index 4b6dddaf4..ac9c64a09 100644 --- a/python/fate_flow/manager/worker/fate_flow_executor.py +++ b/python/fate_flow/manager/worker/fate_flow_executor.py @@ -23,12 +23,8 @@ class FateFlowSubmit: @staticmethod def run(): - import click - from fate_flow.components.entrypoint.cli import component - - cli = click.Group() - cli.add_command(component) - cli(prog_name="python -m fate_flow.components") + import runpy + runpy.run_module(mod_name='fate_flow.components', run_name='__main__') if __name__ == "__main__": diff --git a/python/fate_flow/runtime/runtime_config.py b/python/fate_flow/runtime/runtime_config.py index 920830755..cfee7cb70 100644 --- a/python/fate_flow/runtime/runtime_config.py +++ b/python/fate_flow/runtime/runtime_config.py @@ -26,6 +26,7 @@ class RuntimeConfig(ReloadConfigBase): SCHEDULE_CLIENT = None CLIENT_ROLE = list() SERVICE_DB = None + SESSION_LIST = [] ENV = dict() @classmethod diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index b356e4151..5ad1ccc3f 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -138,6 +138,7 @@ REQUEST_TRY_TIMES = 3 REQUEST_WAIT_SEC = 2 REQUEST_MAX_WAIT_SEC = 300 +SESSION_VALID_PERIOD = 7 * 24 * 60 * 60 * 1000 DEFAULT_OUTPUT_DATA_PARTITIONS = 16 @@ -146,4 +147,4 @@ # hub module settings # define： xxx.class_name -DEFAULT_COMPONENTS_WRAPS_MODULE = "fate_flow.hub.components_wraps.fate.FlowWraps" +DEFAULT_COMPONENTS_WRAPS_MODULE = "fate_flow.hub.components_wraps.fate.FlowWraps" \ No newline at end of file diff --git a/python/fate_flow/scheduler/detector.py b/python/fate_flow/scheduler/detector.py index 9ddd7536c..8450a4b5c 100644 --- a/python/fate_flow/scheduler/detector.py +++ b/python/fate_flow/scheduler/detector.py @@ -15,12 +15,20 @@ # import time +from fate_flow.controller.task import TaskController +from fate_flow.db import Task, Job +from fate_flow.db.base_models import DB from fate_flow.engine.devices import build_engine -from fate_flow.entity.types import TaskStatus, JobStatus +from fate_flow.engine.storage import Session +from fate_flow.entity.types import TaskStatus, JobStatus, EndStatus, LauncherType from fate_flow.manager.operation.job_saver import JobSaver +from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.controller.federated import FederatedScheduler +from fate_flow.runtime.system_settings import SESSION_VALID_PERIOD +from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.cron import Cron +from fate_flow.utils.job_utils import check_task_is_timeout from fate_flow.utils.log_utils import detect_logger @@ -28,8 +36,9 @@ class Detector(Cron): def run_do(self): self.detect_running_task() self.detect_end_task() - self.detect_running_job() + self.detect_resource_record() self.detect_expired_session() + self.detect_deepspeed_task() @classmethod def detect_running_task(cls): @@ -40,12 +49,16 @@ def detect_running_task(cls): detect_logger().info(f'running task: {running_tasks}') stop_job_ids = set() for task in running_tasks: + # check timeout + if check_task_is_timeout(task): + stop_job_ids.add(task.f_job_id) + continue if task.f_run_ip != RuntimeConfig.JOB_SERVER_HOST: cls.detect_cluster_instance_status(task, stop_job_ids) continue count += 1 try: - process_exist = build_engine(task.f_provider_name).is_alive(task) + process_exist = build_engine(task.f_provider_name, task.f_launcher_name).is_alive(task) if not process_exist: msg = f"task {task.f_task_id} {task.f_task_version} on {task.f_role} {task.f_party_id}" detect_logger(job_id=task.f_job_id).info( @@ -80,15 +93,59 @@ def detect_running_task(cls): @classmethod def detect_end_task(cls): - pass - - @classmethod - def detect_running_job(cls): - pass + detect_logger().info('start to detect end status task..') + count = 0 + try: + tasks = JobSaver.query_task( + run_ip=RuntimeConfig.JOB_SERVER_HOST, + run_port=RuntimeConfig.HTTP_PORT, + status=set(EndStatus.status_list()), + kill_status=False + ) + for task in tasks: + try: + if task.f_end_time and task.f_end_time - current_timestamp() < 5 * 60 * 1000: + continue + detect_logger().info(f'start to stop task {task.f_role} {task.f_party_id} {task.f_task_id}' + f' {task.f_task_version}') + kill_task_status = TaskController.stop_task(task=task, stop_status=TaskStatus.FAILED) + detect_logger().info(f'kill task status: {kill_task_status}') + count += 1 + except Exception as e: + detect_logger().exception(e) + except Exception as e: + detect_logger().exception(e) + finally: + detect_logger().info(f"finish detect {count} end task") @classmethod def detect_expired_session(cls): - pass + ttl = SESSION_VALID_PERIOD + detect_logger().info(f'start detect expired session by ttl {ttl/1000} s') + try: + session_records = Session.query_sessions(create_time=[None, current_timestamp() - ttl]) + for session_record in session_records: + manager_session_id = session_record.f_manager_session_id + if manager_session_id in RuntimeConfig.SESSION_LIST: + continue + else: + RuntimeConfig.SESSION_LIST.append(manager_session_id) + detect_logger().info(f'start destroy session {manager_session_id}') + try: + sess = Session(session_id=manager_session_id, options={"logger": detect_logger()}) + sess.destroy_all_sessions() + except Exception as e: + detect_logger().error(f'stop session {manager_session_id} error', e) + finally: + try: + RuntimeConfig.SESSION_LIST.remove(manager_session_id) + except: + pass + detect_logger().info(f'stop session {manager_session_id} successfully') + except Exception as e: + detect_logger().error('detect expired session error', e) + finally: + detect_logger().info('finish detect expired session') @classmethod def request_stop_jobs(cls, jobs, stop_msg, stop_status): @@ -145,6 +202,64 @@ def detect_cluster_instance_status(cls, task, stop_job_ids): except Exception as e: detect_logger(job_id=task.f_job_id).exception(e) + @classmethod + def detect_deepspeed_task(cls): + detect_logger().info('start to detect deepspeed running task..') + running_tasks = JobSaver.query_task(party_status=TaskStatus.RUNNING, launcher_name=LauncherType.DEEPSPEED) + for task in running_tasks: + cls.detect_deepspeed_task_status(task) + detect_logger().info(f'finish detect deepspeed running task {running_tasks}') + + @staticmethod + def detect_deepspeed_task_status(task: Task): + try: + deepspeed_engine = build_engine(task.f_provider_name, task.f_launcher_name) + # query or update + if not deepspeed_engine.is_alive(task): + # update task status to end status + status = deepspeed_engine.query_task_status(task) + detect_logger(task.f_job_id).info(f"task status: {status}") + task_info = { + "job_id": task.f_job_id, + "task_id": task.f_task_id, + "task_version": task.f_task_version, + "role": task.f_role, + "party_id": task.f_party_id, + "party_status": status + } + TaskController.update_task_status(task_info) + deepspeed_engine.download_log(task) + except Exception as e: + detect_logger(task.f_job_id).exception(e) + + @classmethod + @DB.connection_context() + def detect_resource_record(cls): + detect_logger().info('start detect resource recycle') + try: + filter_status = EndStatus.status_list() + filter_status.append(JobStatus.WAITING) + jobs = Job.select().where(Job.f_resource_in_use == True, current_timestamp() - Job.f_apply_resource_time > 10 * 60 * 1000, Job.f_status << filter_status) + stop_jobs = set() + for job in jobs: + if job.f_status == JobStatus.WAITING: + stop_jobs.add(job) + else: + try: + detect_logger(job_id=job.f_job_id).info(f"start to return job {job.f_job_id} on {job.f_role} {job.f_party_id} resource") + flag = ResourceManager.return_job_resource(job_id=job.f_job_id, role=job.f_role, party_id=job.f_party_id) + if flag: + detect_logger(job_id=job.f_job_id).info(f"return job {job.f_job_id} on {job.f_role} {job.f_party_id} resource successfully") + else: + detect_logger(job_id=job.f_job_id).info(f"return job {job.f_job_id} on {job.f_role} {job.f_party_id} resource failed") + except Exception as e: + detect_logger(job_id=job.f_job_id).exception(e) + cls.request_stop_jobs(jobs=stop_jobs, stop_msg="start timeout", stop_status=JobStatus.TIMEOUT) + except Exception as e: + detect_logger().exception(e) + finally: + detect_logger().info('finish detect resource recycle') + class FederatedDetector(Detector): def run_do(self): diff --git a/python/fate_flow/utils/job_utils.py b/python/fate_flow/utils/job_utils.py index 3cb6184a3..e92706286 100644 --- a/python/fate_flow/utils/job_utils.py +++ b/python/fate_flow/utils/job_utils.py @@ -25,7 +25,8 @@ from fate_flow.errors.server_error import InheritanceFailed from fate_flow.manager.operation.job_saver import JobSaver from fate_flow.runtime.system_settings import LOG_DIR, JOB_DIR, WORKERS_DIR -from fate_flow.utils.base_utils import fate_uuid +from fate_flow.utils.base_utils import fate_uuid, current_timestamp +from fate_flow.utils.log_utils import schedule_logger class JobIdGenerator(object): @@ -172,3 +173,13 @@ def inheritance_check(inheritance: InheritConfSpec = None): task_status=task_status[task_name], detail=f"task status need in [{TaskStatus.SUCCESS}, {TaskStatus.PASS}]" ) + + +def check_task_is_timeout(task: Task): + now_time = current_timestamp() + running_time = (now_time - task.f_create_time)/1000 + if task.f_timeout and running_time > task.f_timeout: + schedule_logger(task.f_job_id).info(f'task {task.f_task_name} run time {running_time}s timeout') + return True + else: + return False From c2690b31167682b024499bd8f6a28ce4d8583ae4 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 22 Nov 2023 15:18:58 +0800 Subject: [PATCH 337/482] fix component wraps Signed-off-by: zhihuiwan <15779896112@163.com> --- .../adapter/bfia/container/wraps/wraps.py | 15 ++++++++++----- .../fate_flow/hub/components_wraps/fate/_wraps.py | 13 +++++++++---- 2 files changed, 19 insertions(+), 9 deletions(-) diff --git a/python/fate_flow/adapter/bfia/container/wraps/wraps.py b/python/fate_flow/adapter/bfia/container/wraps/wraps.py index 95e704ca1..d876368ff 100644 --- a/python/fate_flow/adapter/bfia/container/wraps/wraps.py +++ b/python/fate_flow/adapter/bfia/container/wraps/wraps.py @@ -165,6 +165,8 @@ def run(self): finally: print(f"finish task with code {code}") self.report_status(code) + if code: + sys.exit(code) def preprocess(self): # set log @@ -211,7 +213,7 @@ def run_component(self, config): task_result = os.path.join(self.task_output_dir, "task_result.yaml") with open(conf_path, "w") as f: yaml.dump(task_parameters, f) - self.backend.run( + p = self.backend.run( provider_name=ProviderName.FATE, task_info=self.task_info, engine_run={"cores": 4}, @@ -221,20 +223,23 @@ def run_component(self, config): sync=True, config_dir=self.task_output_dir, std_dir=self.task_output_dir ) - logger.info("finish task") - print("finish task") + logger.info(f"finish task with code {p.returncode}") + print(f"finish task with code {p.returncode}") + if os.path.exists(task_result): with open(task_result, "r") as f: try: result = json.load(f) output_meta = ComponentOutputMeta.parse_obj(result) + if p.returncode != 0: + output_meta.status.code = p.returncode logger.debug(output_meta) except: - logger.error(f"Task run failed, you can see the task result file for details: {task_result}") + raise RuntimeError(f"Task run failed, you can see the task result file for details: {task_result}") else: output_meta = ComponentOutputMeta(status=ComponentOutputMeta.Status( code=ReturnCode.Task.NO_FOUND_RUN_RESULT, - exceptions=f"No found task output. Process exit code. " + exceptions=f"No found task output." )) return output_meta diff --git a/python/fate_flow/hub/components_wraps/fate/_wraps.py b/python/fate_flow/hub/components_wraps/fate/_wraps.py index 636f349b5..ac761d3bc 100644 --- a/python/fate_flow/hub/components_wraps/fate/_wraps.py +++ b/python/fate_flow/hub/components_wraps/fate/_wraps.py @@ -16,6 +16,7 @@ import json import logging import os.path +import sys import tarfile import traceback from typing import List @@ -87,6 +88,8 @@ def run(self): logger.error(e) finally: self.report_status(code, exceptions) + if code: + sys.exit(code) def cleanup(self): config = TaskCleanupConfigSpec( @@ -140,7 +143,7 @@ def run_component(self, config): task_result = os.path.join(self.task_output_dir, "task_result.yaml") with open(conf_path, "w") as f: yaml.dump(task_parameters, f) - self.backend.run( + p = self.backend.run( provider_name=self.config.provider_name, task_info=self.task_info, engine_run=self.config.engine_run, @@ -151,19 +154,21 @@ def run_component(self, config): session_id=self.config.party_task_id, sync=True ) - logger.info("finish task") + logger.info(f"finish task, return code {p.returncode}") if os.path.exists(task_result): with open(task_result, "r") as f: try: result = json.load(f) output_meta = ComponentOutputMeta.parse_obj(result) + if p.returncode != 0: + output_meta.status.code = p.returncode logger.debug(output_meta) except: - logger.error(f"Task run failed, you can see the task result file for details: {task_result}") + raise RuntimeError(f"Task run failed, you can see the task result file for details: {task_result}") else: output_meta = ComponentOutputMeta(status=ComponentOutputMeta.Status( code=ReturnCode.Task.NO_FOUND_RUN_RESULT, - exceptions=f"No found task output. Process exit code. " + exceptions=f"No found task output." )) return output_meta From 900925b24e32981ff2f6b8180527a745fd47a8aa Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 23 Nov 2023 17:21:32 +0800 Subject: [PATCH 338/482] update dataset params Signed-off-by: zhihuiwan <15779896112@163.com> --- .../bfia/examples/job/fate/fate_psi_lr.json | 6 +- .../bfia/examples/job/fate/fate_psi_sbt.json | 6 +- .../examples/job/unionpay/bfia_psi_lr.json | 6 +- .../examples/job/unionpay/bfia_psi_sbt.json | 6 +- .../adapter/bfia/translator/component_spec.py | 11 +++- .../adapter/bfia/translator/dsl_translator.py | 63 +++++++++++-------- .../fate_flow/adapter/bfia/wheels/parser.py | 6 +- python/fate_flow/entity/spec/dag/_artifact.py | 1 + 8 files changed, 61 insertions(+), 44 deletions(-) diff --git a/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_lr.json b/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_lr.json index 82b6d86d9..896a1d382 100644 --- a/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_lr.json +++ b/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_lr.json @@ -95,16 +95,14 @@ "guest": { "0": { "psi_0": { - "name": "guest", - "namespace": "test_data" + "dataset_id": "test_data#guest" } } }, "host": { "0": { "psi_0": { - "name": "host", - "namespace": "test_data" + "dataset_id": "test_data#host" } } } diff --git a/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json b/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json index bb0e94821..efe9f2506 100644 --- a/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json +++ b/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json @@ -92,16 +92,14 @@ "guest": { "0": { "psi_0": { - "name": "guest", - "namespace": "test_data" + "dataset_id": "test_data#guest" } } }, "host": { "0": { "psi_0": { - "name": "host", - "namespace": "test_data" + "dataset_id": "test_data#host" } } } diff --git a/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_lr.json b/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_lr.json index 867ae39db..b3ddd2d26 100644 --- a/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_lr.json +++ b/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_lr.json @@ -119,16 +119,14 @@ "guest": { "0": { "intersect_rsa_1": { - "name": "test_guest", - "namespace": "testspace" + "dataset_id": "testspace#test_guest" } } }, "host": { "0": { "intersect_rsa_1": { - "name": "test_host", - "namespace": "testspace" + "dataset_id": "testspace#test_host" } } } diff --git a/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_sbt.json b/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_sbt.json index 41bf882df..e6f9ba768 100644 --- a/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_sbt.json +++ b/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_sbt.json @@ -138,16 +138,14 @@ "guest": { "0": { "intersect_rsa_1": { - "name": "test_guest", - "namespace": "testspace" + "dataset_id": "testspace#test_guest" } } }, "host": { "0": { "intersect_rsa_1": { - "name": "test_host", - "namespace": "testspace" + "dataset_id": "testspace#test_host" } } } diff --git a/python/fate_flow/adapter/bfia/translator/component_spec.py b/python/fate_flow/adapter/bfia/translator/component_spec.py index b0bcccce6..96638c6ad 100644 --- a/python/fate_flow/adapter/bfia/translator/component_spec.py +++ b/python/fate_flow/adapter/bfia/translator/component_spec.py @@ -16,6 +16,13 @@ from typing import Optional, Dict, List, Literal +class DataSpec(BaseModel): + name: str + description: str + category: str + dataFormat: List[str] + + class BFIAComponentSpec(BaseModel): componentName: str title: str @@ -26,5 +33,5 @@ class BFIAComponentSpec(BaseModel): desVersion: str storageEngine: List[str] inputParam: Optional[List[Dict]] - inputData: Optional[List[Dict]] - outputData: Optional[List[Dict]] + inputData: Optional[List[DataSpec]] + outputData: Optional[List[DataSpec]] diff --git a/python/fate_flow/adapter/bfia/translator/dsl_translator.py b/python/fate_flow/adapter/bfia/translator/dsl_translator.py index 277d13afa..b9917597a 100644 --- a/python/fate_flow/adapter/bfia/translator/dsl_translator.py +++ b/python/fate_flow/adapter/bfia/translator/dsl_translator.py @@ -138,9 +138,9 @@ def translate_bfia_tasks_to_dag(cls, bfia_dag: BFIADagSpec, component_specs: Dic if bfia_task.input: input_keys = dict() - for input_dict in component_spec.inputData: - input_type = cls.get_source_type(input_dict["category"]) - input_name = input_dict["name"] + for input_spec in component_spec.inputData: + input_type = cls.get_source_type(input_spec.category) + input_name = input_spec.name if input_type not in input_keys: input_keys[input_type] = [] @@ -167,9 +167,9 @@ def translate_bfia_tasks_to_dag(cls, bfia_dag: BFIADagSpec, component_specs: Dic if bfia_task.output: output_keys = dict() - for output_dict in component_spec.outputData: - output_name = output_dict["name"] - output_type = cls.get_source_type(output_dict["category"]) + for output_spec in component_spec.outputData: + output_name = output_spec.name + output_type = cls.get_source_type(output_spec.category) if output_type not in output_keys: output_keys[output_type] = [] @@ -258,23 +258,34 @@ def get_party_task_params(cls, for task_name, params in party_task_params.items(): task_spec = PartyTaskRefSpec() params = copy.deepcopy(params) - if "name" in params and "namespace" in params: + if ("name" in params and "namespace" in params) or "dataset_id" in params: """ bfia support only single input yet """ - name = params.pop("name") - namespace = params.pop("namespace") component_ref = tasks[task_name].component_ref - input_name = component_specs[component_ref].inputData[0]["name"] - - task_spec.inputs = SourceInputArtifacts( - data={ - input_name: - { - "data_warehouse": DataWarehouseChannelSpec(namespace=namespace, name=name) - } - } - ) + input_name = component_specs[component_ref].inputData[0].name + + if "name" in params: + name = params.pop("name") + namespace = params.pop("namespace") + task_spec.inputs = SourceInputArtifacts( + data={ + input_name: + { + "data_warehouse": DataWarehouseChannelSpec(namespace=namespace, name=name) + } + } + ) + else: + dataset_id = params.pop("dataset_id") + task_spec.inputs = SourceInputArtifacts( + data={ + input_name: + { + "data_warehouse": DataWarehouseChannelSpec(dataset_id=dataset_id) + } + } + ) party_task_specs[task_name] = task_spec @@ -349,8 +360,10 @@ def translate_dag_to_bfia_config(cls, dag: DAGSpec, schema_version: str): if party_task_spec.inputs and party_task_spec.inputs.data: data_warehouse = list(party_task_spec.inputs.data.values())[0]["data_warehouse"] - party_conf[task_name]["name"] = data_warehouse.name - party_conf[task_name]["namespace"] = data_warehouse.namespace + if data_warehouse.name and data_warehouse.namespace: + party_conf[task_name]["dataset_id"] = "#".join( + [data_warehouse.namespace, data_warehouse.name] + ) if role not in party_task_params: party_task_params[role] = dict() @@ -381,8 +394,8 @@ def translate_dag_to_bfia_tasks(cls, dag: DAGSpec, component_specs: Dict[str, BF inputs = [] if task_spec.inputs: for input_desc in component_spec.inputData: - input_type = cls.get_source_type(input_desc["category"]) - input_key = input_desc["name"] + input_type = cls.get_source_type(input_desc.category) + input_key = input_desc.name input_artifact_specs = getattr(task_spec.inputs, input_type, {}) if not input_artifact_specs or input_key not in input_artifact_specs: @@ -401,8 +414,8 @@ def translate_dag_to_bfia_tasks(cls, dag: DAGSpec, component_specs: Dict[str, BF outputs = [] if task_spec.outputs: for output_desc in component_spec.outputData: - output_type = cls.get_source_type(output_desc["category"]) - output_key = output_desc["name"] + output_type = cls.get_source_type(output_desc.category) + output_key = output_desc.name output_artifacts = getattr(task_spec.outputs, output_type, {}) if not output_artifacts or output_key not in output_artifacts: diff --git a/python/fate_flow/adapter/bfia/wheels/parser.py b/python/fate_flow/adapter/bfia/wheels/parser.py index 46dca46c8..8a983181f 100644 --- a/python/fate_flow/adapter/bfia/wheels/parser.py +++ b/python/fate_flow/adapter/bfia/wheels/parser.py @@ -66,7 +66,11 @@ def runtime_inputs(self): for type, upstream_input in self.task_node.upstream_inputs.get(self.role, {}).get(self.party_id, {}).items(): for key, channel in upstream_input.items(): if isinstance(channel, DataWarehouseChannelSpec): - inputs[key] = ArtifactAddress(name=channel.name, namespace=channel.namespace) + if channel.dataset_id: + namespace, name = channel.dataset_id.split("#") + else: + namespace, name = channel.namespace, channel.name + inputs[key] = ArtifactAddress(name=name, namespace=namespace) elif isinstance(channel, RuntimeTaskOutputChannelSpec): metas = OutputMeta.query( job_id=self.job_id, role=self.role, party_id=self.party_id, diff --git a/python/fate_flow/entity/spec/dag/_artifact.py b/python/fate_flow/entity/spec/dag/_artifact.py index 212402f22..771c419a7 100644 --- a/python/fate_flow/entity/spec/dag/_artifact.py +++ b/python/fate_flow/entity/spec/dag/_artifact.py @@ -141,6 +141,7 @@ class DataWarehouseChannelSpec(pydantic.BaseModel): roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] namespace: Optional[str] name: Optional[str] + dataset_id: Optional[str] class Config: extra = "forbid" From ba352a508d76481902ea66e7bb7c7609a72e55d3 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 4 Dec 2023 11:25:20 +0800 Subject: [PATCH 339/482] adapt eggroll deepspeed Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/job_default_config.yaml | 4 +- python/fate_flow/apps/__init__.py | 7 +- python/fate_flow/apps/client/job_app.py | 40 +++- python/fate_flow/apps/client/output_app.py | 34 ++- .../fate_flow/components/components/upload.py | 5 +- python/fate_flow/controller/job.py | 43 ++-- python/fate_flow/controller/parser.py | 2 +- python/fate_flow/engine/backend/_eggroll.py | 5 +- .../engine/backend/_eggroll_deepspeed.py | 149 ++++++++++++ python/fate_flow/engine/backend/_session.py | 4 +- python/fate_flow/engine/backend/_spark.py | 2 +- .../engine/backend/eggroll_deepspeed.py | 225 ------------------ python/fate_flow/engine/devices/deepspeed.py | 50 +--- .../engine/storage/standalone/_standalone.py | 4 +- python/fate_flow/entity/spec/dag/_job.py | 6 +- python/fate_flow/entity/spec/flow/__init__.py | 6 +- .../fate_flow/entity/spec/flow/_protocol.py | 41 ++++ python/fate_flow/entity/types/_status.py | 2 + python/fate_flow/fate_flow_server.py | 8 +- .../hub/components_wraps/fate/_wraps.py | 17 +- .../manager/components/component_manager.py | 6 +- .../fate_flow/manager/operation/job_saver.py | 9 +- python/fate_flow/manager/outputs/data.py | 4 +- .../manager/worker/deepspeed_executor.py | 80 ------- .../manager/worker/deepspeed_submit.py | 25 -- .../fate_flow/runtime/job_default_config.py | 1 + python/fate_flow/runtime/system_settings.py | 2 +- python/fate_flow/utils/job_utils.py | 13 +- 28 files changed, 352 insertions(+), 442 deletions(-) create mode 100644 python/fate_flow/engine/backend/_eggroll_deepspeed.py delete mode 100644 python/fate_flow/engine/backend/eggroll_deepspeed.py create mode 100644 python/fate_flow/entity/spec/flow/_protocol.py delete mode 100644 python/fate_flow/manager/worker/deepspeed_executor.py delete mode 100644 python/fate_flow/manager/worker/deepspeed_submit.py diff --git a/conf/job_default_config.yaml b/conf/job_default_config.yaml index c79e8b831..577d94af6 100644 --- a/conf/job_default_config.yaml +++ b/conf/job_default_config.yaml @@ -6,10 +6,10 @@ task_run: num-executors: 2 executor-cores: 2 eggroll: - eggroll.session.processors.per.node: 4 + cores: 4 standalone: cores: 4 -job_timeout: 259200 # s +task_timeout: 259200 # s remote_request_timeout: 30000 # ms federated_command_trys: 3 auto_retries: 0 diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index eb24d94c5..d059f1044 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -24,7 +24,6 @@ from flask import Blueprint, Flask, request from werkzeug.wrappers.request import Request -from fate_flow.adapter import load_adapter_apps from fate_flow.controller.permission import PermissionController from fate_flow.entity.code import ReturnCode from fate_flow.hook import HookManager @@ -121,7 +120,11 @@ def init_apps(): for key in app_list: urls_dict[key] = [register_page(path, before_request_func.get(key)) for path in search_pages_path(Path(__file__).parent / key)] # adapter extend apps - urls_dict.update(load_adapter_apps(register_page, search_pages_path)) + try: + from fate_flow.adapter import load_adapter_apps + urls_dict.update(load_adapter_apps(register_page, search_pages_path)) + except: + pass if CLIENT_AUTHENTICATION or SITE_AUTHENTICATION: _init_permission_group(urls=urls_dict) diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index 6de813fcc..c0fcf6f8b 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -23,7 +23,11 @@ ORDER, DESCRIPTION, TASK_NAME, TASK_ID, TASK_VERSION, NODES from fate_flow.controller.job import JobController from fate_flow.entity.code import ReturnCode +from fate_flow.entity.spec.dag import DAGSchema +from fate_flow.entity.spec.flow import SubmitJobInput, QueryJobInput, StopJobInput, QueryTaskInput +from fate_flow.entity.types import PROTOCOL from fate_flow.errors.server_error import NoFoundJob, NoFoundTask, FileNoFound +from fate_flow.manager.operation.job_saver import JobSaver from fate_flow.utils import job_utils from fate_flow.utils.api_utils import API from fate_flow.manager.pipeline import pipeline as pipeline_manager @@ -33,7 +37,12 @@ @API.Input.json(dag_schema=fields.Dict(required=True), desc=DAG_SCHEMA) @API.Input.headers(user_name=fields.String(required=False), desc=USER_NAME) def submit_job(dag_schema, user_name=None): - submit_result = JobController.request_create_job(dag_schema, user_name) + dag_schema = DAGSchema(**dag_schema) + if dag_schema.kind == PROTOCOL.FATE_FLOW: + submit_result = JobController.request_create_job(dag_schema, user_name) + else: + from fate_flow.adapter import AdapterJobController + submit_result = AdapterJobController(dag_schema.kind).create_job(SubmitJobInput(dag_schema=dag_schema)).dict() return API.Output.json(**submit_result) @@ -47,13 +56,29 @@ def query_job(job_id=None, role=None, party_id=None, status=None, user_name=None jobs = JobController.query_job(job_id=job_id, role=role, party_id=party_id, status=status, user_name=user_name) if not jobs: return API.Output.fate_flow_exception(NoFoundJob(job_id=job_id, role=role, party_id=party_id, status=status)) + kind = jobs[0].f_protocol + + if kind != PROTOCOL.FATE_FLOW: + from fate_flow.adapter import AdapterJobController + jobs = AdapterJobController(kind).query_job(QueryJobInput(jobs=jobs)).jobs + return API.Output.json(data=[job.to_human_model_dict() for job in jobs]) @manager.route('/stop', methods=['POST']) @API.Input.json(job_id=fields.String(required=True), desc=JOB_ID) def request_stop_job(job_id=None): - stop_result = JobController.request_stop_job(job_id=job_id) + jobs = JobSaver.query_job(job_id=job_id) + if not jobs: + raise NoFoundJob(job_id=job_id) + kind = jobs[0].f_protocol + + if kind != PROTOCOL.FATE_FLOW: + from fate_flow.adapter import AdapterJobController + stop_result = AdapterJobController(kind).stop_job(StopJobInput(job_id=job_id)).dict() + + else: + stop_result = JobController.request_stop_job(job_id, jobs=jobs) return API.Output.json(**stop_result) @@ -98,11 +123,16 @@ def query_job_list(limit=0, page=0, job_id=None, description=None, partner=None, @API.Input.params(task_version=fields.Integer(required=False), desc=TASK_VERSION) def query_task(job_id=None, role=None, party_id=None, status=None, task_name=None, task_id=None, task_version=None): tasks = JobController.query_tasks(job_id=job_id, role=role, party_id=party_id, status=status, task_name=task_name, - task_id=task_id, task_version=task_version) + task_id=task_id, task_version=task_version, ignore_protocol=True) if not tasks: return API.Output.fate_flow_exception(NoFoundTask()) - return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", - data=[task.to_human_model_dict() for task in tasks]) + + kind = tasks[0].f_protocol + if kind != PROTOCOL.FATE_FLOW: + from fate_flow.adapter import AdapterJobController + tasks = AdapterJobController(kind).query_task(QueryTaskInput(tasks=tasks)).tasks + + return API.Output.json(data=[task.to_human_model_dict() for task in tasks]) @manager.route('/task/list/query', methods=['GET']) diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 6f5e39433..5e74a751f 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -17,6 +17,7 @@ from fate_flow.apps.desc import JOB_ID, ROLE, PARTY_ID, TASK_NAME, FILTERS, OUTPUT_KEY from fate_flow.entity.code import ReturnCode +from fate_flow.entity.types import PROTOCOL from fate_flow.errors.server_error import NoFoundTask from fate_flow.manager.outputs.data import DataManager from fate_flow.manager.outputs.model import PipelinedModel @@ -47,12 +48,25 @@ def query_metric_key(job_id, role, party_id, task_name): @API.Input.params(task_name=fields.String(required=True), desc=TASK_NAME) @API.Input.params(filters=fields.Dict(required=False), desc=FILTERS) def query_metric(job_id, role, party_id, task_name, filters=None): - tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) + tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name, ignore_protocol=True) if not tasks: - return API.Output.fate_flow_exception(e=NoFoundTask(job_id=job_id, role=role, party_id=party_id, - task_name=task_name)) - metrics = OutputMetric(job_id=job_id, role=role, party_id=party_id, task_name=task_name, task_id=tasks[0].f_task_id, - task_version=tasks[0].f_task_version).read_metrics(filters) + return API.Output.fate_flow_exception( + e=NoFoundTask(job_id=job_id, role=role, party_id=party_id, task_name=task_name) + ) + + kind = tasks[0].f_protocol + if kind != PROTOCOL.FATE_FLOW: + from fate_flow.adapter import AdapterJobController + metrics = AdapterJobController(kind).query_output_metric() + else: + metrics = OutputMetric( + job_id=job_id, + role=role, + party_id=party_id, + task_name=task_name, + task_id=tasks[0].f_task_id, + task_version=tasks[0].f_task_version + ).read_metrics(filters) return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success', data=metrics) @@ -79,12 +93,18 @@ def delete_metric(job_id, role, party_id, task_name): @API.Input.params(party_id=fields.String(required=True), desc=PARTY_ID) @API.Input.params(task_name=fields.String(required=True), desc=TASK_NAME) def query_model(job_id, role, party_id, task_name): - tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) + tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name, ignore_protocol=True) if not tasks: return API.Output.fate_flow_exception(e=NoFoundTask(job_id=job_id, role=role, party_id=party_id, task_name=task_name)) task = tasks[0] - model_data = PipelinedModel.read_model(task.f_job_id, task.f_role, task.f_party_id, task.f_task_name) + + kind = task.f_protocol + if kind != PROTOCOL.FATE_FLOW: + from fate_flow.adapter import AdapterJobController + model_data = AdapterJobController(kind).query_output_model() + else: + model_data = PipelinedModel.read_model(task.f_job_id, task.f_role, task.f_party_id, task.f_task_name) return API.Output.json(data=model_data) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 8bce16971..64d643bff 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -154,7 +154,8 @@ def run(self, parameters: UploadParam, job_id=""): "namespace": namespace } if storage_engine == StorageEngine.STANDALONE: - upload_address.update({"home": STANDALONE_DATA_HOME}) + home = os.getenv("STANDALONE_DATA_HOME") or STANDALONE_DATA_HOME + upload_address.update({"home": home}) elif storage_engine in {StorageEngine.HDFS, StorageEngine.FILE}: upload_address = { "path": DatasetManager.upload_data_path( @@ -187,7 +188,7 @@ def run(self, parameters: UploadParam, job_id=""): logging.info("file: {}".format(self.parameters.file)) logging.info("total data_count: {}".format(data_table_count)) logging.info("table name: {}, table namespace: {}".format(name, namespace)) - return {"name": name, "namespace": namespace, "count": data_table_count} + return {"name": name, "namespace": namespace, "count": data_table_count, "data_meta": self.data_meta} def save_data_table(self, job_id): input_file = self.parameters.file diff --git a/python/fate_flow/controller/job.py b/python/fate_flow/controller/job.py index 9635a4f83..19843c10c 100644 --- a/python/fate_flow/controller/job.py +++ b/python/fate_flow/controller/job.py @@ -31,7 +31,7 @@ from fate_flow.manager.operation.job_saver import JobSaver from fate_flow.controller.federated import FederatedScheduler from fate_flow.runtime.job_default_config import JobDefaultConfig -from fate_flow.runtime.system_settings import ENGINES, IGNORE_RESOURCE_ROLES, COMPUTING_CONF, PARTY_ID, LOCAL_PARTY_ID +from fate_flow.runtime.system_settings import ENGINES, IGNORE_RESOURCE_ROLES, PARTY_ID, LOCAL_PARTY_ID, COMPUTING_CONF from fate_flow.utils import job_utils from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.job_utils import get_job_log_directory, save_job_dag @@ -40,8 +40,7 @@ class JobController(object): @classmethod - def request_create_job(cls, dag_schema: dict, user_name: str = None, is_local=False): - schema = DAGSchema(**dag_schema) + def request_create_job(cls, schema: DAGSchema, user_name: str = None, is_local=False): cls.update_job_default_params(schema, is_local=is_local) cls.check_job_params(schema) response = FederatedScheduler.request_create_job( @@ -52,15 +51,12 @@ def request_create_job(cls, dag_schema: dict, user_name: str = None, is_local=Fa if user_name and response.get("code") == ReturnCode.Base.SUCCESS: JobSaver.update_job_user(job_id=response.get("job_id"), user_name=user_name) if response and isinstance(response, dict) and response.get("code") == ReturnCode.Base.SUCCESS: - save_job_dag(job_id=response.get("job_id"), dag=dag_schema) + save_job_dag(job_id=response.get("job_id"), dag=schema.dict(exclude_unset=True)) return response @classmethod - def request_stop_job(cls, job_id): + def request_stop_job(cls, job_id, jobs): schedule_logger(job_id).info(f"stop job on this party") - jobs = JobSaver.query_job(job_id=job_id) - if not jobs: - raise NoFoundJob(job_id=job_id) status = JobStatus.CANCELED kill_status, kill_details = JobController.stop_jobs(job_id=job_id, stop_status=status) schedule_logger(job_id).info(f"stop job on this party status {kill_status}") @@ -343,8 +339,11 @@ def calculate_resource(cls, dag_schema: DAGSchema, role): task_run = dag_schema.dag.conf.task.run else: task_run = {} + task_cores = cores + default_task_run = deepcopy(JobDefaultConfig.task_run.get(ENGINES.get(EngineType.COMPUTING), {})) + if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.SPARK: if "num-executors" not in task_run: task_run["num-executors"] = default_task_run.get("num-executors") @@ -354,29 +353,27 @@ def calculate_resource(cls, dag_schema: DAGSchema, role): task_run["num-executors"] = 1 task_run["executor-cores"] = 1 task_cores = int(task_run.get("num-executors")) * (task_run.get("executor-cores")) - if task_cores > cores: - cores = task_cores + if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.EGGROLL: - if "eggroll.session.processors.per.node" not in task_run: - task_run["eggroll.session.processors.per.node"] = \ - default_task_run.get("eggroll.session.processors.per.node") - task_cores = int(task_run.get("eggroll.session.processors.per.node")) * COMPUTING_CONF.get( - ComputingEngine.EGGROLL).get("nodes") - if task_cores > cores: - cores = task_cores + total_cores = task_run.pop("cores", None) or default_task_run.get("cores") + + task_run["nodes"] = COMPUTING_CONF.get(ComputingEngine.EGGROLL).get("nodes") + task_run["task_cores_per_node"] = max(total_cores // task_run["nodes"], 1) + task_cores = task_run["task_cores_per_node"] * task_run["task_cores_per_node"] + if role in IGNORE_RESOURCE_ROLES: - task_run["eggroll.session.processors.per.node"] = 1 + task_run["task_cores_per_node"] = 1 + if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.STANDALONE: - if "cores" not in task_run: - task_run["cores"] = default_task_run.get("cores") - task_cores = int(task_run.get("cores")) - if task_cores > cores: - cores = task_cores + task_cores = task_run["cores"] = task_run.pop("cores", None) or default_task_run.get("cores") if role in IGNORE_RESOURCE_ROLES: task_run["cores"] = 1 if role in IGNORE_RESOURCE_ROLES: cores = 0 task_cores = 0 + + if task_cores > cores: + cores = task_cores return cores, task_run, task_cores @classmethod diff --git a/python/fate_flow/controller/parser.py b/python/fate_flow/controller/parser.py index b82137bc7..fd06fee72 100644 --- a/python/fate_flow/controller/parser.py +++ b/python/fate_flow/controller/parser.py @@ -188,7 +188,7 @@ def provider(self): @property def timeout(self): - return self.task_runtime_conf.get("timeout", None) + return self.task_runtime_conf.get("timeout", JobDefaultConfig.task_timeout) @property def provider_name(self): diff --git a/python/fate_flow/engine/backend/_eggroll.py b/python/fate_flow/engine/backend/_eggroll.py index 02b9fd94b..66dbd415d 100644 --- a/python/fate_flow/engine/backend/_eggroll.py +++ b/python/fate_flow/engine/backend/_eggroll.py @@ -26,6 +26,9 @@ def run(self, task_info, run_parameters, engine_run, provider_name, output_path, parameters = TaskConfigSpec.parse_obj(run_parameters) if parameters.conf.computing.type == ComputingEngine.EGGROLL: # update eggroll options + cores = engine_run.pop("task_cores_per_node", None) + if cores: + engine_run["eggroll.session.processors.per.node"] = cores parameters.conf.computing.metadata.options.update(engine_run) with open(conf_path, "w") as f: # update parameters @@ -36,4 +39,4 @@ def run(self, task_info, run_parameters, engine_run, provider_name, output_path, common_cmd=self.generate_component_run_cmd(provider_name, conf_path, output_path, ), sync=sync, **kwargs - ) + ).returncode diff --git a/python/fate_flow/engine/backend/_eggroll_deepspeed.py b/python/fate_flow/engine/backend/_eggroll_deepspeed.py new file mode 100644 index 000000000..42dbc9304 --- /dev/null +++ b/python/fate_flow/engine/backend/_eggroll_deepspeed.py @@ -0,0 +1,149 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import json +import logging +import sys +import time +import traceback + +from fate_flow.engine.backend._base import LocalEngine +from fate_flow.entity.spec.dag import TaskConfigSpec +from fate_flow.entity.types import BaseStatus, TaskStatus +from fate_flow.manager.worker.fate_executor import FateSubmit + +logger = logging.getLogger(__name__) + + +class StatusSet(BaseStatus): + NEW = "NEW" + NEW_TIMEOUT = "NEW_TIMEOUT" + ACTIVE = "ACTIVE" + CLOSED = "CLOSED" + KILLED = "KILLED" + ERROR = "ERROR" + FINISHED = "FINISHED" + + +class EndStatus(BaseStatus): + NEW_TIMEOUT = StatusSet.NEW_TIMEOUT + CLOSED = StatusSet.CLOSED + FAILED = StatusSet.KILLED + ERROR = StatusSet.ERROR + FINISHED = StatusSet.FINISHED + + +class Deepspeed(LocalEngine): + def run(self, output_path, engine_run, run_parameters, session_id, **kwargs): + parameters = TaskConfigSpec.parse_obj(run_parameters) + env_name = "FATE_TASK_CONFIG" + self.start_submit(session_id, parameters, engine_run, env_name) + status = self.wait_deepspeed_job(session_id=session_id, timeout=engine_run.get("timeout", 36000)) + logger.info(f"deepspeed task end with status {status}") + if status not in EndStatus.status_list(): + logger.info(f"start to kill deepspeed {session_id} task") + self.kill(session_id=session_id) + return -1 + return 0 + + @classmethod + def start_submit(cls, session_id, parameters: TaskConfigSpec, engine_run, env_name): + from eggroll.deepspeed.submit import client + client = client.DeepspeedJob(session_id=session_id) + world_size = engine_run.get("cores", 1) + timeout_seconds = engine_run.get("timeout_seconds", 21600) + resource_exhausted_strategy = engine_run.get("resource_exhausted_strategy", "waiting") + options = { + "eggroll.container.deepspeed.script.path": sys.modules[FateSubmit.__module__].__file__ + } + resource_options = {"timeout_seconds": timeout_seconds, "resource_exhausted_strategy": resource_exhausted_strategy} + resource_options.update(engine_run) + command_arguments = cls.generate_command_arguments(env_name) + environment_variables = {env_name: json.dumps(parameters.dict())} + logger.info(f"world size {world_size}") + logger.info(f"command_arguments: {command_arguments}") + logger.info(f"environment_variables: {environment_variables}") + logger.info(f"resource_options: {resource_options}") + logger.info(f"options: {options}") + logger.info(f"start submit deepspeed task {session_id}") + client.submit( + world_size=world_size, + command_arguments=command_arguments, + environment_variables=environment_variables, + files={}, + resource_options=resource_options, + options=options + ) + logger.info(f"submit deepspeed task success") + + def wait_deepspeed_job(self, session_id, timeout=36000): + if timeout < 0: + return + + while True: + status = self.query_status(session_id=session_id) + if timeout % 100 == 0: + logger.info(f"deepspeed task status {status}") + timeout -= 1 + if timeout == 0: + logger.error(f"task timeout, total {timeout}s") + return status + elif status in EndStatus.status_list(): + return status + time.sleep(1) + + @staticmethod + def generate_command_arguments(env_name, output_path=""): + command_arguments = [ + "component", + "execute", + "--env-name", + env_name, + "--execution-final-meta-path", + output_path + ] + return command_arguments + + def _cleanup1(self, session_id, task_info, **kwargs): + self.kill(session_id) + + @staticmethod + def kill(session_id): + if session_id: + logger.info(f"start kill deepspeed task {session_id}") + from eggroll.deepspeed.submit import client + client = client.DeepspeedJob(session_id) + try: + client.kill() + except Exception as e: + traceback.format_exc() + logger.error(e) + + @staticmethod + def _query_status(session_id): + if session_id: + from eggroll.deepspeed.submit import client + client = client.DeepspeedJob(session_id) + _s = client.query_status().status + return _s if _s else StatusSet.NEW + return StatusSet.NEW + + def query_status(self, session_id): + status = self._query_status(session_id) + if status in EndStatus.status_list(): + if status in [EndStatus.FINISHED]: + return TaskStatus.SUCCESS + else: + return TaskStatus.FAILED diff --git a/python/fate_flow/engine/backend/_session.py b/python/fate_flow/engine/backend/_session.py index 41e0da08e..18c4ac3e9 100644 --- a/python/fate_flow/engine/backend/_session.py +++ b/python/fate_flow/engine/backend/_session.py @@ -15,14 +15,14 @@ # from fate_flow.engine.backend._eggroll import EggrollEngine from fate_flow.engine.backend._spark import SparkEngine -from fate_flow.engine.backend.eggroll_deepspeed import EggrollDeepspeedEngine +from fate_flow.engine.backend._eggroll_deepspeed import Deepspeed from fate_flow.entity.types import ComputingEngine, LauncherType def build_backend(backend_name: str, launcher_name: str = LauncherType.DEFAULT): if backend_name in {ComputingEngine.EGGROLL, ComputingEngine.STANDALONE}: if launcher_name == LauncherType.DEEPSPEED: - backend = EggrollDeepspeedEngine() + backend = Deepspeed() elif not launcher_name or launcher_name == LauncherType.DEFAULT: backend = EggrollEngine() else: diff --git a/python/fate_flow/engine/backend/_spark.py b/python/fate_flow/engine/backend/_spark.py index 5d49f2b4f..3f7782720 100644 --- a/python/fate_flow/engine/backend/_spark.py +++ b/python/fate_flow/engine/backend/_spark.py @@ -53,4 +53,4 @@ def run(self, task_info, run_parameters, conf_path, output_path, engine_run, pro extra_env=extra_env, executable=process_cmd, sync=True - ) + ).returncode diff --git a/python/fate_flow/engine/backend/eggroll_deepspeed.py b/python/fate_flow/engine/backend/eggroll_deepspeed.py deleted file mode 100644 index 5f09473c6..000000000 --- a/python/fate_flow/engine/backend/eggroll_deepspeed.py +++ /dev/null @@ -1,225 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -import datetime -import logging -import os -import sys -import time -import traceback - -from fate_flow.engine.backend._base import LocalEngine -from fate_flow.entity.types import BaseStatus, TaskStatus -from fate_flow.utils import job_utils -from fate_flow.manager.worker.fate_executor import FateSubmit - -logger = logging.getLogger(__name__) - - -class StatusSet(BaseStatus): - NEW = "NEW" - NEW_TIMEOUT = "NEW_TIMEOUT" - ACTIVE = "ACTIVE" - CLOSED = "CLOSED" - KILLED = "KILLED" - ERROR = "ERROR" - FINISHED = "FINISHED" - - -class EndStatus(BaseStatus): - NEW_TIMEOUT = StatusSet.NEW_TIMEOUT - CLOSED = StatusSet.CLOSED - FAILED = StatusSet.KILLED - ERROR = StatusSet.ERROR - FINISHED = StatusSet.FINISHED - - -class EggrollDeepspeedEngine(LocalEngine): - @staticmethod - def generate_session_id(): - return f"deepspeed_session_{datetime.datetime.now().strftime('%Y%m%d-%H%M%S-%f')}" - - def run(self, output_path, conf_path, session_id, task_info, launcher_conf, **kwargs): - logger.info("deepspeed task start") - command_arguments = self.generate_command_arguments(conf_path, output_path) - - resource_options = {"timeout_seconds": launcher_conf.get("timeout"), "resource_exhausted_strategy": "waiting"} - options = {"eggroll.container.deepspeed.script.path": sys.modules[FateSubmit.__module__].__file__} - world_size = launcher_conf.get("world_size") - logger.info(f"command_arguments: {command_arguments}\n resource_options: {resource_options}\n " - f"options: {options}\n world_size: {world_size}") - - from eggroll.deepspeed.submit import client - # set session id == party task id - client = client.DeepspeedJob(session_id) - - resp = client.submit( - world_size=world_size, - command_arguments=command_arguments, - environment_variables={}, - files={}, - resource_options=resource_options, - options=options - ) - logger.info(f"submit deepspeed {resp.session_id} task success") - - status = self.wait_deepspeed_job(session_id=session_id, timeout=launcher_conf.get("timeout")) - logger.info(f"deepspeed task end with status {status}") - if status not in EndStatus.status_list(): - logger.info(f"start to kill deepspeed task {session_id}") - self.kill(session_id=session_id) - - # download logs and models - self.download_to(session_id, task_info) - - def wait_deepspeed_job(self, session_id, timeout): - while True: - status = self.query_status(session_id=session_id) - if timeout % 10 == 0: - logger.info(f"deepspeed task status {status}") - timeout -= 1 - if timeout == 0: - return status - elif status in EndStatus.status_list(): - return status - time.sleep(2) - - @staticmethod - def generate_command_arguments(conf_path, output_path=""): - command_arguments = [ - "component", - "execute", - "---config", - conf_path, - "FATE_TASK_CONFIG", - "--execution-final-meta-path", - output_path - ] - return command_arguments - - def _cleanup1(self, session_id, task_info, **kwargs): - self.kill(session_id) - self.download_to(session_id, task_info) - - @staticmethod - def kill(session_id): - if session_id: - logger.info(f"start kill deepspeed task {session_id}") - from eggroll.deepspeed.submit import client - client = client.DeepspeedJob(session_id) - try: - client.kill() - except Exception as e: - traceback.format_exc() - logger.error(e) - - @staticmethod - def _query_status(session_id): - if session_id: - from eggroll.deepspeed.submit import client - client = client.DeepspeedJob(session_id) - _s = client.query_status().status - return _s if _s else StatusSet.NEW - return StatusSet.NEW - - @staticmethod - def _download_job(session_id, base_dir, content_type=None, ranks: list = None): - from eggroll.deepspeed.submit import client - if not content_type: - content_type = client.ContentType.ALL - if session_id: - client = client.DeepspeedJob(session_id) - os.makedirs(base_dir, exist_ok=True) - path = lambda rank: f"{base_dir}/{rank}.zip" - client.download_job_to(rank_to_path=path, content_type=content_type, ranks=ranks) - return base_dir - - def query_status(self, session_id): - status = self._query_status(session_id) - if status in EndStatus.status_list(): - if status in [EndStatus.FINISHED]: - return TaskStatus.SUCCESS - else: - return TaskStatus.FAILED - - def is_alive(self, task): - status = self._query_status(task) - if status in StatusSet.status_list(): - if status in EndStatus.status_list(): - return False - else: - return True - else: - raise RuntimeError(f"task run status: {status}") - - def download(self, session_id, base_dir, content_type=None, ranks=None): - from eggroll.deepspeed.submit.client import ContentType - if not content_type: - content_type = ContentType.ALL - dir_name = self._download_job(session_id, base_dir, content_type, ranks) - if dir_name: - for file in os.listdir(dir_name): - if file.endswith(".zip"): - rank_dir = os.path.join(dir_name, file.split(".zip")[0]) - os.makedirs(rank_dir, exist_ok=True) - self.unzip(os.path.join(dir_name, file), extra_dir=rank_dir) - os.remove(os.path.join(dir_name, file)) - - def download_to(self, session_id, task_info): - try: - logger.info(f"end task") - path = self.download_model(session_id=session_id, task_info=task_info) - logger.info(f"download model to {path}") - path = self.download_log(session_id=session_id, task_info=task_info) - logger.info(f"download logs to {path}") - except Exception as e: - traceback.format_exc() - logger.error(e) - - def download_log(self, session_id, task_info, path=None): - from eggroll.deepspeed.submit.client import ContentType - if not path: - path = self.log_path(task_info) - self.download(session_id, base_dir=path, content_type=ContentType.LOGS) - return path - - def download_model(self, session_id, task_info, path=None): - from eggroll.deepspeed.submit.client import ContentType - if not path: - path = self.model_path(task_info) - self.download(session_id, base_dir=path, content_type=ContentType.MODELS, ranks=[0]) - return path - - @staticmethod - def unzip(zip_path, extra_dir): - import zipfile - zfile = zipfile.ZipFile(zip_path, "r") - for name in zfile.namelist(): - dir_name = os.path.dirname(zip_path) - file_path = os.path.join(dir_name, extra_dir, name) - os.makedirs(os.path.dirname(file_path), exist_ok=True) - data = zfile.read(name) - with open(file_path, "w+b") as file: - file.write(data) - - @staticmethod - def model_path(task_info,): - return os.path.join(job_utils.get_task_directory(**task_info, output=True), "model") - - @staticmethod - def log_path(task_info): - return job_utils.get_job_log_directory( - task_info.get("job_id"), task_info.get("role"), task_info.get("party_id"), task_info.get("task_name") - ) diff --git a/python/fate_flow/engine/devices/deepspeed.py b/python/fate_flow/engine/devices/deepspeed.py index 27c1dc470..6b9068676 100644 --- a/python/fate_flow/engine/devices/deepspeed.py +++ b/python/fate_flow/engine/devices/deepspeed.py @@ -60,46 +60,18 @@ def generate_session_id(): def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): schedule_logger(task.f_job_id).info("start to submit deepspeed task") - session_id = self.generate_session_id() - worker_id = uuid1().hex - world_size = task.f_launcher_conf.get("cores") - timeout = task.f_launcher_conf.get("timeout", 21600) - task_info = { - "job_id": task.f_job_id, - "role": task.f_role, - "party_id": task.f_party_id, - "task_id": task.f_task_id, - "task_version": task.f_task_version - } - process_cmd, pid = self.submit(task_info, world_size, timeout, run_parameters_path, session_id, log_dir=log_dir) - WorkerManager.save_worker_info(task=task, worker_name=WorkerName.TASK_SUBMIT, worker_id=worker_id, - run_ip=RuntimeConfig.JOB_SERVER_HOST, run_pid=pid, cmd=process_cmd) - schedule_logger(task.f_job_id).info("done!") - return {"worker_id": session_id, "run_pid": pid, "cmd": process_cmd} - - @staticmethod - def submit(task_info, world_size, timeout, task_conf_path, session_id, log_dir): - from fate_flow.manager.worker.deepspeed_executor import Submit - - conf_dir = job_utils.get_job_directory(job_id=task_info.get("job_id")) - os.makedirs(conf_dir, exist_ok=True) - process_cmd = [ - sys.executable or 'python3', - sys.modules[Submit.__module__].__file__, - '--task_info', json.dumps(task_info), - '--session_id', session_id, - '--task_config', task_conf_path, - "--world_size", world_size, - "--timeout", timeout - ] - p = process_utils.run_subprocess( - job_id=task_info.get("job_id"), - config_dir=conf_dir, - process_cmd=process_cmd, - process_name=WorkerName.TASK_SUBMIT, - std_dir=log_dir + session_id = run_parameters.get("party_task_id") + run_info = WorkerManager.start_task_worker( + worker_name=WorkerName.TASK_ENTRYPOINT, + task_info=task.to_human_model_dict(), + extra_env={"PYTHONPATH": self.provider.python_path}, + executable=[self.provider.python_env], + common_cmd=self.generate_cmd(), + task_parameters=run_parameters, + record=True ) - return process_cmd, p.pid + run_info["worker_id"] = session_id + return run_info def cleanup(self, task: Task): self.kill(task.f_worker_id) diff --git a/python/fate_flow/engine/storage/standalone/_standalone.py b/python/fate_flow/engine/storage/standalone/_standalone.py index 1a4bc2344..1b844f698 100644 --- a/python/fate_flow/engine/storage/standalone/_standalone.py +++ b/python/fate_flow/engine/storage/standalone/_standalone.py @@ -17,6 +17,7 @@ import asyncio import hashlib import itertools +import os import pickle as c_pickle import shutil import time @@ -690,7 +691,8 @@ def _put_to_meta_table(key, value): _get_meta_table().put(key, value) -_data_dir = Path(STANDALONE_DATA_HOME).absolute() +home = os.getenv("STANDALONE_DATA_HOME") or STANDALONE_DATA_HOME +_data_dir = Path(home).absolute() def _get_data_dir(): diff --git a/python/fate_flow/entity/spec/dag/_job.py b/python/fate_flow/entity/spec/dag/_job.py index 98a1201ba..056e6fbf2 100644 --- a/python/fate_flow/entity/spec/dag/_job.py +++ b/python/fate_flow/entity/spec/dag/_job.py @@ -70,7 +70,6 @@ class PipelineModel(BaseModel): initiator_party_id: Optional[str] inheritance: Optional[InheritConfSpec] cores: Optional[int] - task_cores: Optional[int] computing_partitions: Optional[int] sync_type: Optional[Union[Literal["poll", "callback"]]] auto_retries: Optional[int] @@ -79,6 +78,7 @@ class PipelineModel(BaseModel): model_warehouse: Optional[PipelineModel] task: Optional[TaskConfSpec] engine: Optional[EngineRunSpec] + extra: Optional[Dict[Any, Any]] class DAGSpec(BaseModel): @@ -88,10 +88,6 @@ class DAGSpec(BaseModel): tasks: Dict[str, TaskSpec] party_tasks: Optional[Dict[str, PartyTaskSpec]] - flow_id: Optional[str] - old_job_id: Optional[str] - initiator: Optional[Tuple[Union[Literal["guest", "host", "arbiter", "local"]], str]] - class DAGSchema(BaseModel): dag: Union[DAGSpec, Any] diff --git a/python/fate_flow/entity/spec/flow/__init__.py b/python/fate_flow/entity/spec/flow/__init__.py index 65c5cb9e4..73ba8250a 100644 --- a/python/fate_flow/entity/spec/flow/__init__.py +++ b/python/fate_flow/entity/spec/flow/__init__.py @@ -16,6 +16,10 @@ from ._storage import FileStorageSpec, MysqlStorageSpec, TencentCosStorageSpec from ._provider import ProviderSpec, DockerProviderSpec, K8sProviderSpec, LocalProviderSpec from ._scheduler import SchedulerInfoSpec +from ._protocol import SubmitJobInput, SubmitJobOutput, QueryJobInput, QueryJobOutput, StopJobInput, StopJobOutput, \ + QueryTaskOutput, QueryTaskInput __all__ = ["MLModelSpec", "FileStorageSpec", "MysqlStorageSpec", "TencentCosStorageSpec", "ProviderSpec", - "DockerProviderSpec", "K8sProviderSpec", "LocalProviderSpec", "SchedulerInfoSpec", "Metadata"] + "DockerProviderSpec", "K8sProviderSpec", "LocalProviderSpec", "SchedulerInfoSpec", "Metadata", + "SubmitJobInput", "SubmitJobOutput", "QueryJobInput", "QueryJobOutput", "StopJobInput", "StopJobOutput", + "QueryTaskInput", "QueryTaskOutput"] diff --git a/python/fate_flow/entity/spec/flow/_protocol.py b/python/fate_flow/entity/spec/flow/_protocol.py new file mode 100644 index 000000000..a430953da --- /dev/null +++ b/python/fate_flow/entity/spec/flow/_protocol.py @@ -0,0 +1,41 @@ +from typing import Optional, Dict, Any, List + +import pydantic + +from fate_flow.entity.spec.dag import DAGSchema + + +class SubmitJobInput(pydantic.BaseModel): + dag_schema: DAGSchema + + +class SubmitJobOutput(pydantic.BaseModel): + message: str = "success" + code: int = 0 + job_id: str + data: Optional[Dict[str, Any]] = {} + + +class QueryJobInput(pydantic.BaseModel): + jobs: List[Any] + + +class QueryJobOutput(pydantic.BaseModel): + jobs: List[Any] + + +class StopJobInput(pydantic.BaseModel): + job_id: str + + +class StopJobOutput(pydantic.BaseModel): + message: str = "success" + code: int = 0 + + +class QueryTaskInput(pydantic.BaseModel): + tasks: List[Any] + + +class QueryTaskOutput(pydantic.BaseModel): + tasks: List[Any] diff --git a/python/fate_flow/entity/types/_status.py b/python/fate_flow/entity/types/_status.py index 7880dac63..a01812f1e 100644 --- a/python/fate_flow/entity/types/_status.py +++ b/python/fate_flow/entity/types/_status.py @@ -32,6 +32,7 @@ class StatusSet(BaseStatus): FAILED = "failed" PASS = "pass" SUCCESS = "success" + FINISHED = "finished" @classmethod def get_level(cls, status): @@ -55,6 +56,7 @@ class JobStatus(BaseStatus): READY = StatusSet.READY WAITING = StatusSet.WAITING RUNNING = StatusSet.RUNNING + FINISHED = StatusSet.FINISHED CANCELED = StatusSet.CANCELED TIMEOUT = StatusSet.TIMEOUT FAILED = StatusSet.FAILED diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index 690d44abd..ca0ecd6ad 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -21,7 +21,6 @@ import grpc from werkzeug.serving import run_simple -from fate_flow.adapter import init_adapter from fate_flow.apps import app from fate_flow.manager.service.config_manager import ConfigManager from fate_flow.hook import HookManager @@ -60,7 +59,12 @@ def server_init(): if "win" not in sys.platform.lower(): signal.signal(signal.SIGCHLD, process_utils.wait_child_process) - init_adapter() + # init adapter + try: + from fate_flow.adapter import init_adapter + init_adapter() + except Exception as ex: + stat_logger.exception(ex) # init db init_flow_db() diff --git a/python/fate_flow/hub/components_wraps/fate/_wraps.py b/python/fate_flow/hub/components_wraps/fate/_wraps.py index ac761d3bc..c9ab007fb 100644 --- a/python/fate_flow/hub/components_wraps/fate/_wraps.py +++ b/python/fate_flow/hub/components_wraps/fate/_wraps.py @@ -31,7 +31,7 @@ ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ComponentOutputMeta, TaskCleanupConfigSpec from fate_flow.entity.types import DataframeArtifactType, TableArtifactType, TaskStatus, ComputingEngine, \ - JsonModelArtifactType + JsonModelArtifactType, LauncherType from fate_flow.hub.components_wraps import WrapsABC from fate_flow.manager.outputs.data import DataManager, DatasetManager @@ -143,7 +143,7 @@ def run_component(self, config): task_result = os.path.join(self.task_output_dir, "task_result.yaml") with open(conf_path, "w") as f: yaml.dump(task_parameters, f) - p = self.backend.run( + code = self.backend.run( provider_name=self.config.provider_name, task_info=self.task_info, engine_run=self.config.engine_run, @@ -154,14 +154,14 @@ def run_component(self, config): session_id=self.config.party_task_id, sync=True ) - logger.info(f"finish task, return code {p.returncode}") + logger.info(f"finish task, return code {code}") if os.path.exists(task_result): with open(task_result, "r") as f: try: result = json.load(f) output_meta = ComponentOutputMeta.parse_obj(result) - if p.returncode != 0: - output_meta.status.code = p.returncode + if code != 0: + output_meta.status.code = code logger.debug(output_meta) except: raise RuntimeError(f"Task run failed, you can see the task result file for details: {task_result}") @@ -377,7 +377,12 @@ def _output_artifacts(self, type_name, is_multi, name, output_type=None): uri = self.mlmd.get_metric_save_url(execution_id=self.config.party_task_id) else: # local file path - uri = DatasetManager.output_local_uri(task_info=self.task_info, name=name, type_name=type_name, is_multi=is_multi) + abspath = True + if self.config.launcher_name == LauncherType.DEEPSPEED: + abspath = False + uri = DatasetManager.output_local_uri( + task_info=self.task_info, name=name, type_name=type_name, is_multi=is_multi, abspath=abspath + ) output_artifacts.uri = uri return output_artifacts diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index 19e442ee2..ca7009e96 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -51,7 +51,7 @@ def upload(cls, file, head, partitions, meta, namespace, name, extend_sid): component_ref="upload", parameters=parameters ) - result = JobController.request_create_job(dag_schema.dict(), is_local=True) + result = JobController.request_create_job(dag_schema, is_local=True) if result.get("code") == ReturnCode.Base.SUCCESS: result["data"] = {"name": name, "namespace": namespace} return result @@ -76,7 +76,7 @@ def dataframe_transformer(cls, data_warehouse, namespace, name, drop, site_name) inputs={"data": {"table": {"data_warehouse": data_warehouse}}}, provider=provider ) - result = JobController.request_create_job(dag_schema.dict(), is_local=True) + result = JobController.request_create_job(dag_schema, is_local=True) if result.get("code") == ReturnCode.Base.SUCCESS: result["data"] = {"name": name, "namespace": namespace} return result @@ -88,7 +88,7 @@ def download(cls, namespace, name, path): component_ref="download", parameters=dict(namespace=namespace, name=name, path=path) ) - result = JobController.request_create_job(dag_schema.dict(), is_local=True) + result = JobController.request_create_job(dag_schema, is_local=True) if result.get("code") == ReturnCode.Base.SUCCESS: result["data"] = {"name": name, "namespace": namespace, "path": path} return result diff --git a/python/fate_flow/manager/operation/job_saver.py b/python/fate_flow/manager/operation/job_saver.py index 3f24d65d6..b793f2886 100644 --- a/python/fate_flow/manager/operation/job_saver.py +++ b/python/fate_flow/manager/operation/job_saver.py @@ -63,9 +63,14 @@ def list_task(cls, limit, offset, query, order_by): return cls._list(Task, limit, offset, query, order_by) @classmethod - def query_task(cls, only_latest=True, reverse=None, order_by=None, protocol=PROTOCOL.FATE_FLOW, **kwargs): + def query_task( + cls, only_latest=True, reverse=None, order_by=None, ignore_protocol=False, protocol=PROTOCOL.FATE_FLOW, + **kwargs + ): + if not ignore_protocol: + kwargs["protocol"] = protocol return cls._query_task( - Task, only_latest=only_latest, reverse=reverse, order_by=order_by, protocol=protocol, **kwargs + Task, only_latest=only_latest, reverse=reverse, order_by=order_by, **kwargs ) @classmethod diff --git a/python/fate_flow/manager/outputs/data.py b/python/fate_flow/manager/outputs/data.py index 96579e0ba..ec58a5d47 100644 --- a/python/fate_flow/manager/outputs/data.py +++ b/python/fate_flow/manager/outputs/data.py @@ -299,8 +299,8 @@ def output_data_uri(cls, storage_engine, task_id, is_multi=False): return uri @classmethod - def output_local_uri(cls, name, type_name, task_info, is_multi=False): - path = job_utils.get_task_directory(**task_info, output=True) + def output_local_uri(cls, name, type_name, task_info, is_multi=False, abspath=True): + path = job_utils.get_task_directory(**task_info, output=True, abspath=abspath) uri = os.path.join(f"file://{path}", name, type_name) if is_multi: # replace "{index}" diff --git a/python/fate_flow/manager/worker/deepspeed_executor.py b/python/fate_flow/manager/worker/deepspeed_executor.py deleted file mode 100644 index 01aaa7a1b..000000000 --- a/python/fate_flow/manager/worker/deepspeed_executor.py +++ /dev/null @@ -1,80 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -import argparse -import json -import logging -import sys - -from fate_flow.controller.task import TaskController -from fate_flow.entity.types import TaskStatus -from fate_flow.manager.worker.deepspeed_submit import DeepspeedSubmit -from fate_flow.utils.log_utils import schedule_logger - - -class Submit(object): - def run(self, args): - task_info = json.loads(args.task_info) - job_id = task_info.get("job_id") - try: - - from eggroll.deepspeed.submit import client - client = client.DeepspeedJob(session_id=args.session_id) - schedule_logger(job_id).info(f"start submit deepspeed task {args.session_id}") - schedule_logger(job_id).info(f"submit config {args.config}") - with open(args.task_config, "r") as f: - task_conf = json.load(f) - - env_name = "FATE_TASK_CONFIG" - - options = { - "eggroll.container.deepspeed.script.path": sys.modules[DeepspeedSubmit.__module__].__file__ - } - resource_options = {"timeout_seconds": args.timeout, "resource_exhausted_strategy": "waiting"} - client.submit( - world_size=args.world_size, - command_arguments=["--env-name", env_name], - environment_variables={env_name: json.dumps(task_conf)}, - files={}, - resource_options=resource_options, - options=options - ) - schedule_logger(job_id).info(f"submit deepspeed task success") - - # threads = [] - # for handle in logger.handlers: - # handle.setFormatter(logging.Formatter("%(message)s")) - # for _type in ["DEBUG", "INFO", "ERROR"]: - # threads.extend( - # client.write_logs_to(log_type=_type, logging=getattr(logger, _type.lower())) - # ) - # for thread in threads: - # thread.join() - except Exception as e: - schedule_logger(job_id).exception(e) - task_info["party_status"] = TaskStatus.FAILED - TaskController.update_task_status(task_info=task_info) - - -if __name__ == "__main__": - parser = argparse.ArgumentParser() - parser.add_argument('--world_size', required=False, type=str, help="world size") - parser.add_argument('--task_config', required=False, type=str, help="session id") - - parser.add_argument('--task_info', required=False, type=str, help="task info") - parser.add_argument('--session_id', required=False, type=str, help="session id") - parser.add_argument('--timeout', required=False, type=int, help="timeout") - args = parser.parse_args() - Submit().run(args) diff --git a/python/fate_flow/manager/worker/deepspeed_submit.py b/python/fate_flow/manager/worker/deepspeed_submit.py deleted file mode 100644 index 1e414363b..000000000 --- a/python/fate_flow/manager/worker/deepspeed_submit.py +++ /dev/null @@ -1,25 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# - -class DeepspeedSubmit: - @staticmethod - def run(): - from fate_flow.components.entrypoint.cli import entrypoint - entrypoint() - - -if __name__ == "__main__": - DeepspeedSubmit.run() diff --git a/python/fate_flow/runtime/job_default_config.py b/python/fate_flow/runtime/job_default_config.py index 95e7fc929..4818455af 100644 --- a/python/fate_flow/runtime/job_default_config.py +++ b/python/fate_flow/runtime/job_default_config.py @@ -34,6 +34,7 @@ class JobDefaultConfig(ReloadConfigBase): task_logger = None task_device = None launcher = None + task_timeout = None @classmethod def load(cls): diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index 5ad1ccc3f..eb6b2adee 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -118,7 +118,7 @@ SQLITE_FILE_DIR = SQLITE_FILE_DIR or get_fate_flow_directory() SQLITE_PATH = os.path.join(SQLITE_FILE_DIR, SQLITE_FILE_NAME) -GRPC_SERVER_MAX_WORKERS = GRPC_SERVER_MAX_WORKERS or (os.cpu_count() or 1) * 5 +GRPC_SERVER_MAX_WORKERS = GRPC_SERVER_MAX_WORKERS or (os.cpu_count() or 1) * 20 VERSION_FILE_PATH = os.path.join(get_fate_flow_directory(), "fateflow.env") FATE_FLOW_PROVIDER_PATH = get_fate_flow_directory("python") diff --git a/python/fate_flow/utils/job_utils.py b/python/fate_flow/utils/job_utils.py index e92706286..a86333866 100644 --- a/python/fate_flow/utils/job_utils.py +++ b/python/fate_flow/utils/job_utils.py @@ -88,13 +88,18 @@ def get_job_log_directory(job_id, *args): return os.path.join(LOG_DIR, job_id, *args) -def get_task_directory(job_id, role, party_id, task_name, task_version, input=False, output=False, **kwargs): +def get_task_directory(job_id, role, party_id, task_name, task_version, input=False, output=False, abspath=True, **kwargs): + if abspath: + base_path = get_job_directory(job_id) + else: + base_path = f"./{job_id}" + if input: - return get_job_directory(job_id, role, party_id, task_name, str(task_version), "input") + return os.path.join(base_path, role, party_id, task_name, str(task_version), "input") if output: - return get_job_directory(job_id, role, party_id, task_name, str(task_version), "output") + return os.path.join(base_path, role, party_id, task_name, str(task_version), "output") else: - return get_job_directory(job_id, role, party_id, task_name, str(task_version)) + return os.path.join(base_path, role, party_id, task_name, str(task_version)) def get_general_worker_directory(worker_name, worker_id, *args): From ba9480019b6492b66f85bb9978ef408ec693ea29 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 4 Dec 2023 11:27:43 +0800 Subject: [PATCH 340/482] update bfia example Signed-off-by: zhihuiwan <15779896112@163.com> --- ...\346\263\225\346\217\217\350\277\260.json" | 186 +++++ ...\346\263\225\346\217\217\350\277\260.json" | 81 +++ ...\346\263\225\346\217\217\350\277\260.json" | 245 +++++++ ...\346\263\225\346\217\217\350\277\260.json" | 93 +++ .../bfia/fate/job/dataframe_transformer.yaml | 52 ++ examples/bfia/fate/job/psi_lr.yaml | 115 +++ examples/bfia/fate/job/psi_sbt.yaml | 109 +++ .../bfia/fate/register/fate_components.json | 617 ++++++++++++++++ .../bfia/fate/upload/upload_data_to_s3.py | 43 ++ ...\346\263\225\346\217\217\350\277\260.json" | 236 ++++++ ...\346\263\225\346\217\217\350\277\260.json" | 190 +++++ ...\346\263\225\346\217\217\350\277\260.json" | 230 ++++++ examples/bfia/unionpay/job/psi_lr.yaml | 135 ++++ examples/bfia/unionpay/job/psi_sbt.yaml | 145 ++++ .../register/unionpay_components.json | 670 ++++++++++++++++++ python/fate_flow/adapter/__init__.py | 78 +- python/fate_flow/adapter/bfia/bridge/job.py | 68 ++ .../examples/job/unionpay/bfia_psi_lr.json | 2 +- .../examples/job/unionpay/bfia_psi_sbt.json | 8 +- .../job/unionpay/unionpay_components.json | 2 +- .../adapter/bfia/examples/test/test_job.py | 6 +- 21 files changed, 3226 insertions(+), 85 deletions(-) create mode 100644 "examples/bfia/fate/component_define/lr\347\256\227\346\263\225\346\217\217\350\277\260.json" create mode 100644 "examples/bfia/fate/component_define/psi\347\256\227\346\263\225\346\217\217\350\277\260.json" create mode 100644 "examples/bfia/fate/component_define/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" create mode 100644 "examples/bfia/fate/component_define/transformer\347\256\227\346\263\225\346\217\217\350\277\260.json" create mode 100644 examples/bfia/fate/job/dataframe_transformer.yaml create mode 100644 examples/bfia/fate/job/psi_lr.yaml create mode 100644 examples/bfia/fate/job/psi_sbt.yaml create mode 100644 examples/bfia/fate/register/fate_components.json create mode 100644 examples/bfia/fate/upload/upload_data_to_s3.py create mode 100644 "examples/bfia/unionpay/component_define/lr\347\256\227\346\263\225\346\217\217\350\277\260.json" create mode 100644 "examples/bfia/unionpay/component_define/psi\347\256\227\346\263\225\346\217\217\350\277\260.json" create mode 100644 "examples/bfia/unionpay/component_define/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" create mode 100644 examples/bfia/unionpay/job/psi_lr.yaml create mode 100644 examples/bfia/unionpay/job/psi_sbt.yaml create mode 100644 examples/bfia/unionpay/register/unionpay_components.json create mode 100644 python/fate_flow/adapter/bfia/bridge/job.py diff --git "a/examples/bfia/fate/component_define/lr\347\256\227\346\263\225\346\217\217\350\277\260.json" "b/examples/bfia/fate/component_define/lr\347\256\227\346\263\225\346\217\217\350\277\260.json" new file mode 100644 index 000000000..c6c0717fc --- /dev/null +++ "b/examples/bfia/fate/component_define/lr\347\256\227\346\263\225\346\217\217\350\277\260.json" @@ -0,0 +1,186 @@ +{ + "componentName": "coordinated_lr", + "title": "lr", + "provider": "fate", + "version": "2.0.0", + "description": "逻辑回归算法", + "roleList": [ + "guest", + "host", + "arbiter" + ], + "desVersion": "2.0.0", + "storageEngine": [ + "s3", + "hdfs", + "eggroll" + ], + "inputParam": [ + { + "name": "learning_rate_scheduler", + "title": "", + "description": "learning rate scheduler", + "type": "string", + "optional": "true", + "defaultValue": "{'method': 'linear', 'scheduler_params': {'start_factor': 1.0}}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "epochs", + "title": "", + "description": "max iteration num", + "type": "integer", + "optional": "true", + "defaultValue": 20, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "batch_size", + "title": "", + "description": "batch size, None means full batch, otherwise should be no less than 10, default None", + "type": "integer", + "optional": "true", + "defaultValue": null, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "optimizer", + "title": "", + "description": "", + "type": "string", + "optional": "true", + "defaultValue": "{'method': 'sgd', 'penalty': 'l2', 'plpah': 1.0, 'optimizer_params': {'lr': 1e-2, 'weight_decay': 0}}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "floating_point_precision", + "title": "", + "description": "floating point precision", + "type": "integer", + "optional": "true", + "defaultValue": 23, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "tol", + "title": "", + "description": "", + "type": "float", + "optional": "true", + "defaultValue": 1e-4, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "early_stop", + "title": "", + "description": "early stopping criterion, choose from {weight_diff, diff, abs, val_metrics}", + "type": "string", + "optional": "true", + "defaultValue": "diff", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "he_param", + "title": "", + "description": "homomorphic encryption param", + "type": "string", + "optional": "true", + "defaultValue": "{'kind': 'paillier', 'key_length': 1024}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "init_param", + "title": "", + "description": "Model param init setting.", + "type": "string", + "optional": "true", + "defaultValue": "{'method': 'random_uniform', 'fit_intercept': true, 'random_state': null}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "threshold", + "title": "", + "description": "predict threshold for binary data", + "type": "float", + "optional": "true", + "defaultValue": 0.5, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + } + ], + "outputData": [ + { + "name": "train_output_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + }, + { + "name": "output_model", + "description": "模型", + "category": "model", + "dataFormat": [ + "json" + ] + }, + { + "name": "metric", + "description": "report", + "category": "report", + "dataFormat": [ + "json" + ] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] + } \ No newline at end of file diff --git "a/examples/bfia/fate/component_define/psi\347\256\227\346\263\225\346\217\217\350\277\260.json" "b/examples/bfia/fate/component_define/psi\347\256\227\346\263\225\346\217\217\350\277\260.json" new file mode 100644 index 000000000..62b047d58 --- /dev/null +++ "b/examples/bfia/fate/component_define/psi\347\256\227\346\263\225\346\217\217\350\277\260.json" @@ -0,0 +1,81 @@ +{ + "componentName": "psi", + "title": "对齐算法", + "provider": "fate", + "version": "2.0.0", + "description": "对齐算法", + "roleList": [ + "guest", + "host" + ], + "desVersion": "2.0.0", + "storageEngine": [ + "s3", + "hdfs", + "eggroll" + ], + "inputParam": [ + { + "name": "protocol", + "title": "protocol", + "description": "protocol", + "type": "string", + "optional": "true", + "defaultValue": "ecdh_psi", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "curve_type", + "title": "curve_type", + "description": "curve_type", + "type": "string", + "optional": "true", + "defaultValue": "curve25519", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [ + { + "name": "input_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + } + ], + "outputData": [ + { + "name": "output_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + }, + { + "name": "metric", + "description": "对齐数", + "category": "report", + "dataFormat": [ + "json" + ] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] + } \ No newline at end of file diff --git "a/examples/bfia/fate/component_define/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" "b/examples/bfia/fate/component_define/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" new file mode 100644 index 000000000..dbc0f1735 --- /dev/null +++ "b/examples/bfia/fate/component_define/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" @@ -0,0 +1,245 @@ +{ + "componentName": "hetero_sbt", + "title": "sbt", + "provider": "fate", + "version": "2.0.0", + "description": "XGBoost算法", + "roleList": [ + "guest", + "host" + ], + "desVersion": "2.0.0", + "storageEngine": [ + "s3", + "hdfs", + "eggroll" + ], + "inputParam": [ + { + "name": "num_trees", + "title": "", + "description": "", + "type": "integer", + "optional": "true", + "defaultValue": 3, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "learning_rate", + "title": "", + "description": "", + "type": "float", + "optional": "true", + "defaultValue": 0.3, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "max_depth", + "title": "", + "description": "max depth of a tree", + "type": "integer", + "optional": "true", + "defaultValue": 3, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "max_bin", + "title": "", + "description": "max bin number of feature binning", + "type": "integer", + "optional": "true", + "defaultValue": 32, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "objective", + "title": "", + "description": "", + "type": "string", + "optional": "true", + "defaultValue": "binary:bce", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "num_class", + "title": "", + "description": "", + "type": "integer", + "optional": "true", + "defaultValue": 2, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "l2", + "title": "", + "description": "L2 regularization", + "type": "float", + "optional": "true", + "defaultValue": 0.1, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_impurity_split", + "title": "", + "description": "min impurity when splitting a tree node", + "type": "float", + "optional": "true", + "defaultValue": 1e-2, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_sample_split", + "title": "", + "description": "min sample to split a tree node", + "type": "integer", + "optional": "true", + "defaultValue": 2, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_leaf_node", + "title": "", + "description": "mininum sample contained in a leaf node", + "type": "integer", + "optional": "true", + "defaultValue": 1, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_child_weight", + "title": "", + "description": "minumum hessian contained in a leaf node", + "type": "integer", + "optional": "true", + "defaultValue": 1, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "gh_pack", + "title": "", + "description": "whether to pack gradient and hessian together", + "type": "bool", + "optional": "true", + "defaultValue": true, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "split_info_pack", + "title": "", + "description": "for host side, whether to pack split info together", + "type": "bool", + "optional": "true", + "defaultValue": true, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "hist_sub", + "title": "", + "description": "whether to use histogram subtraction", + "type": "bool", + "optional": "true", + "defaultValue": true, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "he_param", + "title": "", + "description": "whether to use histogram subtraction", + "type": "string", + "optional": "true", + "defaultValue": "{'kind': 'paillier', 'key_length': 1024}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + } + ], + "outputData": [ + { + "name": "train_data_output", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + }, + { + "name": "train_model_output", + "description": "输出模型", + "category": "model", + "dataFormat": [ + "json" + ] + }, + { + "name": "metric", + "description": "对齐数", + "category": "report", + "dataFormat": [ + "json" + ] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] + } \ No newline at end of file diff --git "a/examples/bfia/fate/component_define/transformer\347\256\227\346\263\225\346\217\217\350\277\260.json" "b/examples/bfia/fate/component_define/transformer\347\256\227\346\263\225\346\217\217\350\277\260.json" new file mode 100644 index 000000000..f24c8abae --- /dev/null +++ "b/examples/bfia/fate/component_define/transformer\347\256\227\346\263\225\346\217\217\350\277\260.json" @@ -0,0 +1,93 @@ +{ + "componentName": "dataframe_transformer", + "title": "dataframe transformer", + "provider": "fate", + "version": "2.0.0", + "description": "数据转换", + "roleList": [ + "guest", + "host" + ], + "desVersion": "2.0.0", + "storageEngine": [ + "s3", + "hdfs", + "eggroll" + ], + "inputParam": [ + { + "name": "namespace", + "title": "", + "description": "namespace", + "type": "string", + "optional": "true", + "defaultValue": null, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "name", + "title": "", + "description": "name", + "type": "string", + "optional": "true", + "defaultValue": null, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "site_name", + "title": "", + "description": "site name", + "type": "string", + "optional": "true", + "defaultValue": null, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [ + { + "name": "table", + "description": "upload数据集", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + } + ], + "outputData": [ + { + "name": "dataframe_output", + "description": "dataframe数据集", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + }, + { + "name": "metric", + "description": "metric", + "category": "report", + "dataFormat": [ + "json" + ] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] + } \ No newline at end of file diff --git a/examples/bfia/fate/job/dataframe_transformer.yaml b/examples/bfia/fate/job/dataframe_transformer.yaml new file mode 100644 index 000000000..2a94aa107 --- /dev/null +++ b/examples/bfia/fate/job/dataframe_transformer.yaml @@ -0,0 +1,52 @@ +dag: + initiator: + - "guest" + - "JG0100001100000010" + conf: + extra: + initiator: + role: guest + party_id: JG0100001100000010 + parties: + - party_id: + - JG0100001100000010 + role: guest + party_tasks: + guest_0: + parties: + - party_id: + - JG0100001100000010 + role: guest + tasks: + transformer_0: + parameters: + name: 111 + namespace: 111 + site_name: null + inputs: + data: + table: + data_warehouse: + dataset_id: 222#222 + stage: default + tasks: + transformer_0: + conf: + provider: "fate" + version: "2.0.0" + outputs: + data: + dataframe_output: + output_artifact_key_alias: dataframe_output + output_artifact_type_alias: dataset + metric: + metric: + output_artifact_key_alias: metric + output_artifact_type_alias: report + component_ref: dataframe_transformer + parties: + - party_id: + - JG0100001100000010 + role: guest +schema_version: 2.0.0.rc1 +kind: bfia diff --git a/examples/bfia/fate/job/psi_lr.yaml b/examples/bfia/fate/job/psi_lr.yaml new file mode 100644 index 000000000..2120fe88c --- /dev/null +++ b/examples/bfia/fate/job/psi_lr.yaml @@ -0,0 +1,115 @@ +dag: + conf: + extra: + initiator: + role: guest + party_id: JG0100001100000010 + parties: + - party_id: + - JG0100001100000010 + role: guest + - party_id: + - JG0100001100000010 + role: host + - party_id: + - JG0100001100000010 + role: arbiter + party_tasks: + guest_JG0100001100000010: + conf: + resources: + cpu: -1 + disk: -1 + memory: -1 + parties: + - party_id: + - JG0100001100000010 + role: guest + tasks: + psi_0: + inputs: + data: + input_data: + data_warehouse: + dataset_id: test_data#guest + host_JG0100001100000010: + conf: + resources: + cpu: -1 + disk: -1 + memory: -1 + parties: + - party_id: + - JG0100001100000010 + role: host + tasks: + psi_0: + inputs: + data: + input_data: + data_warehouse: + dataset_id: test_data#host + tasks: + lr_0: + component_ref: coordinated_lr + conf: + provider: fate + version: 2.0.0 + dependent_tasks: + - psi_0 + inputs: + data: + train_data: + task_output_artifact: + output_artifact_key: output_data + output_artifact_type_alias: dataset + producer_task: psi_0 + outputs: + data: + train_output_data: + output_artifact_key_alias: train_output_data + output_artifact_type_alias: dataset + metric: + metric: + output_artifact_key_alias: metric + output_artifact_type_alias: report + model: + output_model: + output_artifact_key_alias: output_model + output_artifact_type_alias: model + parameters: {} + parties: + - party_id: + - JG0100001100000010 + role: guest + - party_id: + - JG0100001100000010 + role: host + - party_id: + - JG0100001100000010 + role: arbiter + psi_0: + component_ref: psi + conf: + provider: fate + version: 2.0.0 + dependent_tasks: [] + outputs: + data: + output_data: + output_artifact_key_alias: output_data + output_artifact_type_alias: dataset + metric: + metric: + output_artifact_key_alias: metric + output_artifact_type_alias: report + parameters: {} + parties: + - party_id: + - JG0100001100000010 + role: guest + - party_id: + - JG0100001100000010 + role: host +kind: bfia +schema_version: v1 diff --git a/examples/bfia/fate/job/psi_sbt.yaml b/examples/bfia/fate/job/psi_sbt.yaml new file mode 100644 index 000000000..0a459b413 --- /dev/null +++ b/examples/bfia/fate/job/psi_sbt.yaml @@ -0,0 +1,109 @@ +dag: + conf: + extra: + initiator: + role: guest + party_id: JG0100001100000010 + parties: + - party_id: + - JG0100001100000010 + role: guest + - party_id: + - JG0100001100000010 + role: host + party_tasks: + guest_JG0100001100000010: + conf: + resources: + cpu: -1 + disk: -1 + memory: -1 + parties: + - party_id: + - JG0100001100000010 + role: guest + tasks: + psi_0: + inputs: + data: + input_data: + data_warehouse: + dataset_id: test_data#guest + host_JG0100001100000010: + conf: + resources: + cpu: -1 + disk: -1 + memory: -1 + parties: + - party_id: + - JG0100001100000010 + role: host + tasks: + psi_0: + inputs: + data: + input_data: + data_warehouse: + dataset_id: test_data#host + tasks: + psi_0: + component_ref: psi + conf: + provider: fate + version: 2.0.0 + dependent_tasks: [] + outputs: + data: + output_data: + output_artifact_key_alias: output_data + output_artifact_type_alias: dataset + metric: + metric: + output_artifact_key_alias: metric + output_artifact_type_alias: report + parameters: {} + parties: + - party_id: + - JG0100001100000010 + role: guest + - party_id: + - JG0100001100000010 + role: host + sbt_0: + component_ref: hetero_sbt + conf: + provider: fate + version: 2.0.0 + dependent_tasks: + - psi_0 + inputs: + data: + train_data: + task_output_artifact: + output_artifact_key: output_data + output_artifact_type_alias: dataset + producer_task: psi_0 + outputs: + data: + train_data_output: + output_artifact_key_alias: train_data_output + output_artifact_type_alias: dataset + metric: + metric: + output_artifact_key_alias: metric + output_artifact_type_alias: report + model: + train_model_output: + output_artifact_key_alias: train_model_output + output_artifact_type_alias: model + parameters: {} + parties: + - party_id: + - JG0100001100000010 + role: guest + - party_id: + - JG0100001100000010 + role: host +kind: bfia +schema_version: v1 diff --git a/examples/bfia/fate/register/fate_components.json b/examples/bfia/fate/register/fate_components.json new file mode 100644 index 000000000..71675d391 --- /dev/null +++ b/examples/bfia/fate/register/fate_components.json @@ -0,0 +1,617 @@ +{ + "name": "fate", + "device": "docker", + "version": "2.0.0", + "metadata": { + "base_url": "", + "image": "federatedai/fate:2.0.0.rc1" + }, + "protocol": "bfia", + "components_description": { + "dataframe_transformer": { + "componentName": "dataframe_transformer", + "title": "dataframe transformer", + "provider": "fate", + "version": "2.0.0", + "description": "数据转换", + "roleList": [ + "guest", + "host" + ], + "desVersion": "2.0.0", + "storageEngine": [ + "s3", + "hdfs", + "eggroll" + ], + "inputParam": [ + { + "name": "namespace", + "title": "", + "description": "namespace", + "type": "string", + "optional": "true", + "defaultValue": null, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "name", + "title": "", + "description": "name", + "type": "string", + "optional": "true", + "defaultValue": null, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "site_name", + "title": "", + "description": "site name", + "type": "string", + "optional": "true", + "defaultValue": null, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [ + { + "name": "table", + "description": "upload数据集", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + } + ], + "outputData": [ + { + "name": "dataframe_output", + "description": "dataframe数据集", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + }, + { + "name": "metric", + "description": "metric", + "category": "report", + "dataFormat": [ + "json" + ] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] + }, + "psi": { + "componentName": "psi", + "title": "对齐算法", + "provider": "fate", + "version": "2.0.0", + "description": "对齐算法", + "roleList": [ + "guest", + "host" + ], + "desVersion": "2.0.0", + "storageEngine": [ + "s3", + "hdfs", + "eggroll" + ], + "inputParam": [ + { + "name": "protocol", + "title": "protocol", + "description": "protocol", + "type": "string", + "optional": "true", + "defaultValue": "ecdh_psi", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "curve_type", + "title": "curve_type", + "description": "curve_type", + "type": "string", + "optional": "true", + "defaultValue": "curve25519", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [ + { + "name": "input_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + } + ], + "outputData": [ + { + "name": "output_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + }, + { + "name": "metric", + "description": "对齐数", + "category": "report", + "dataFormat": [ + "json" + ] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] + }, + "coordinated_lr": { + "componentName": "coordinated_lr", + "title": "lr", + "provider": "fate", + "version": "2.0.0", + "description": "逻辑回归算法", + "roleList": [ + "guest", + "host", + "arbiter" + ], + "desVersion": "2.0.0", + "storageEngine": [ + "s3", + "hdfs", + "eggroll" + ], + "inputParam": [ + { + "name": "learning_rate_scheduler", + "title": "", + "description": "learning rate scheduler", + "type": "string", + "optional": "true", + "defaultValue": "{'method': 'linear', 'scheduler_params': {'start_factor': 1.0}}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "epochs", + "title": "", + "description": "max iteration num", + "type": "integer", + "optional": "true", + "defaultValue": 20, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "batch_size", + "title": "", + "description": "batch size, None means full batch, otherwise should be no less than 10, default None", + "type": "integer", + "optional": "true", + "defaultValue": null, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "optimizer", + "title": "", + "description": "", + "type": "string", + "optional": "true", + "defaultValue": "{'method': 'sgd', 'penalty': 'l2', 'plpah': 1.0, 'optimizer_params': {'lr': 1e-2, 'weight_decay': 0}}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "floating_point_precision", + "title": "", + "description": "floating point precision", + "type": "integer", + "optional": "true", + "defaultValue": 23, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "tol", + "title": "", + "description": "", + "type": "float", + "optional": "true", + "defaultValue": 1e-4, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "early_stop", + "title": "", + "description": "early stopping criterion, choose from {weight_diff, diff, abs, val_metrics}", + "type": "string", + "optional": "true", + "defaultValue": "diff", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "he_param", + "title": "", + "description": "homomorphic encryption param", + "type": "string", + "optional": "true", + "defaultValue": "{'kind': 'paillier', 'key_length': 1024}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "init_param", + "title": "", + "description": "Model param init setting.", + "type": "string", + "optional": "true", + "defaultValue": "{'method': 'random_uniform', 'fit_intercept': true, 'random_state': null}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "threshold", + "title": "", + "description": "predict threshold for binary data", + "type": "float", + "optional": "true", + "defaultValue": 0.5, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + } + ], + "outputData": [ + { + "name": "train_output_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + }, + { + "name": "output_model", + "description": "模型", + "category": "model", + "dataFormat": [ + "json" + ] + }, + { + "name": "metric", + "description": "report", + "category": "report", + "dataFormat": [ + "json" + ] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] + }, + "hetero_sbt": { + "componentName": "hetero_sbt", + "title": "sbt", + "provider": "fate", + "version": "2.0.0", + "description": "XGBoost算法", + "roleList": [ + "guest", + "host" + ], + "desVersion": "2.0.0", + "storageEngine": [ + "s3", + "hdfs", + "eggroll" + ], + "inputParam": [ + { + "name": "num_trees", + "title": "", + "description": "", + "type": "integer", + "optional": "true", + "defaultValue": 3, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "learning_rate", + "title": "", + "description": "", + "type": "float", + "optional": "true", + "defaultValue": 0.3, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "max_depth", + "title": "", + "description": "max depth of a tree", + "type": "integer", + "optional": "true", + "defaultValue": 3, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "max_bin", + "title": "", + "description": "max bin number of feature binning", + "type": "integer", + "optional": "true", + "defaultValue": 32, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "objective", + "title": "", + "description": "", + "type": "string", + "optional": "true", + "defaultValue": "binary:bce", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "num_class", + "title": "", + "description": "", + "type": "integer", + "optional": "true", + "defaultValue": 2, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "l2", + "title": "", + "description": "L2 regularization", + "type": "float", + "optional": "true", + "defaultValue": 0.1, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_impurity_split", + "title": "", + "description": "min impurity when splitting a tree node", + "type": "float", + "optional": "true", + "defaultValue": 1e-2, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_sample_split", + "title": "", + "description": "min sample to split a tree node", + "type": "integer", + "optional": "true", + "defaultValue": 2, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_leaf_node", + "title": "", + "description": "mininum sample contained in a leaf node", + "type": "integer", + "optional": "true", + "defaultValue": 1, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "min_child_weight", + "title": "", + "description": "minumum hessian contained in a leaf node", + "type": "integer", + "optional": "true", + "defaultValue": 1, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "gh_pack", + "title": "", + "description": "whether to pack gradient and hessian together", + "type": "bool", + "optional": "true", + "defaultValue": true, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "split_info_pack", + "title": "", + "description": "for host side, whether to pack split info together", + "type": "bool", + "optional": "true", + "defaultValue": true, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "hist_sub", + "title": "", + "description": "whether to use histogram subtraction", + "type": "bool", + "optional": "true", + "defaultValue": true, + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "he_param", + "title": "", + "description": "whether to use histogram subtraction", + "type": "string", + "optional": "true", + "defaultValue": "{'kind': 'paillier', 'key_length': 1024}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + } + ], + "outputData": [ + { + "name": "train_data_output", + "description": "训练集数据", + "category": "dataset", + "dataFormat": [ + "dataset" + ] + }, + { + "name": "train_model_output", + "description": "输出模型", + "category": "model", + "dataFormat": [ + "json" + ] + }, + { + "name": "metric", + "description": "对齐数", + "category": "report", + "dataFormat": [ + "json" + ] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] + } + } +} \ No newline at end of file diff --git a/examples/bfia/fate/upload/upload_data_to_s3.py b/examples/bfia/fate/upload/upload_data_to_s3.py new file mode 100644 index 000000000..b2abdc45c --- /dev/null +++ b/examples/bfia/fate/upload/upload_data_to_s3.py @@ -0,0 +1,43 @@ +import os +import tempfile + +from fate_flow.adapter.bfia.container.wraps.wraps import DataIo +from fate_flow.components.components.upload import Upload, UploadParam +from fate_flow.entity.spec.dag import Metadata + +# data_home = "/Users/tonly/FATE/fate_flow/temp/data" +s3_address = "s3://127.0.0.1:9000?username=admin&password=12345678" + +namespace = "aaa" +name = "x" +file = 'examples/data/breast_hetero_guest.csv' + +meta = { + "delimiter": ",", + "label_name": "y", + "match_id_name": "id" +} + + +upload_object = Upload() + +params = { + 'name': name, + 'namespace': namespace, + 'file': file, + 'storage_engine': 'standalone', + 'head': True, + 'partitions': 16, + 'extend_sid': True, + 'meta': meta +} +params = UploadParam(**params) + +with tempfile.TemporaryDirectory() as data_home: + os.environ["STANDALONE_DATA_HOME"] = data_home + data_meta = upload_object.run(params).get("data_meta") + + metadata = Metadata(metadata=dict(options=dict(partitions=8), schema=data_meta)) + data_path = os.path.join(data_home, namespace, name) + engine = DataIo(s3_address) + engine.upload_to_s3(data_path, name=name, namespace=namespace, metadata=metadata.dict()) diff --git "a/examples/bfia/unionpay/component_define/lr\347\256\227\346\263\225\346\217\217\350\277\260.json" "b/examples/bfia/unionpay/component_define/lr\347\256\227\346\263\225\346\217\217\350\277\260.json" new file mode 100644 index 000000000..77055cc58 --- /dev/null +++ "b/examples/bfia/unionpay/component_define/lr\347\256\227\346\263\225\346\217\217\350\277\260.json" @@ -0,0 +1,236 @@ +{ + "componentName": "HeteroLR", + "title": "纵向逻辑回归算法", + "provider": "unionpay", + "version": "2.0.0", + "description": "纵向逻辑回归算法", + "roleList": ["guest", "host", "arbiter"], + "desVersion": "1.2.0", + "storageEngine": ["s3","hdfs"], + "inputParam": [ + { + "name": "id", + "title": "id列", + "description": "id字段名", + "type": "string", + "optional": "true", + "defaultValue": "x1", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "label", + "title": "标签", + "description": "label字段名", + "type": "string", + "optional": "true", + "defaultValue": "y", + "validator": "regular-正则项", + "dependsOn": [], + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "penalty", + "title": "正则项", + "description": "正则项", + "type": "string", + "bindingData": [ + { + "label": "L1正则", + "value": "L1" + }, + { + "label": "L2正则", + "value": "L2" + } + ], + "optional": "true", + "defaultValue": "L2", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "tol", + "title": "最小损失值", + "description": "最小损失值", + "type": "float", + "optional": "true", + "defaultValue": "0.0001", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "alpha", + "title": "惩罚因子", + "description": "惩罚因子", + "type": "float", + "optional": "true", + "defaultValue": "0.01", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "optimizer", + "title": "优化方法", + "description": "优化方法", + "type": "string", + "bindingData": [ + { + "label": "rmsprop", + "value": "rmsprop" + }, + { + "label": "sgd", + "value": "sgd" + }, + { + "label": "adam", + "value": "adam" + }, + { + "label": "sqn", + "value": "sqn" + }, + { + "label": "adagrad", + "value": "adagrad" + } + ], + "optional": "true", + "defaultValue": "rmsprop", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "batch_size", + "title": "批量梯度下降样本量", + "description": "每轮迭代抽取数据计算梯度的size", + "type": "integer", + "bindingData": [ + { + "label": "all", + "value": "all" + }, + { + "label": "2048", + "value": "2048" + }, + { + "label": "4096", + "value": "4096" + }, + { + "label": "8192", + "value": "8192" + } + ], + "optional": "true", + "defaultValue": "2048", + "validator": "(0,1000)", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "learning_rate", + "title": "学习率", + "description": "学习率", + "type": "float", + "optional": "true", + "defaultValue": "0.15", + "validator": "regular-正则项", + "dependsOn": ["optimizer.sgd", "optimizer.adam"], + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "init_param", + "title": "初始化方式", + "description": "初始化方式", + "type": "string", + "optional": "true", + "defaultValue": "zeros", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "max_iter", + "title": "迭代次数", + "description": "迭代次数", + "type": "integer", + "optional": "true", + "defaultValue": "30", + "validator": "(0,1000)", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "early_stop", + "title": "早停策略", + "description": "早停策略", + "type": "string", + "bindingData": [ + { + "label": "weight_diff", + "value": "weight_diff" + }, + { + "label": "diff", + "value": "diff" + } + ], + "optional": "true", + "defaultValue": "weight_diff", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + } + ], + "inputData": [{ + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv"] + }], + "outputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv"] + }, + { + "name": "model", + "description": "模型文件", + "category": "model", + "dataFormat": ["csv"] + }, + { + "name": "train-loss", + "description": "loss值", + "category": "metric", + "dataFormat": ["json"] + } + ], + "result": [{ + "resultCode": "4444", + "resultMessage": "算法执行失败" + }] +} \ No newline at end of file diff --git "a/examples/bfia/unionpay/component_define/psi\347\256\227\346\263\225\346\217\217\350\277\260.json" "b/examples/bfia/unionpay/component_define/psi\347\256\227\346\263\225\346\217\217\350\277\260.json" new file mode 100644 index 000000000..a940adafc --- /dev/null +++ "b/examples/bfia/unionpay/component_define/psi\347\256\227\346\263\225\346\217\217\350\277\260.json" @@ -0,0 +1,190 @@ +{ + "componentName": "Intersection", + "title": "对齐算法", + "provider": "unionpay", + "version": "2.0.0", + "description": "对齐算法", + "roleList": ["guest", "host"], + "desVersion": "1.3.0", + "storageEngine": ["s3","hdfs"], + "inputParam": [ + { + "name": "id", + "title": "id列", + "description": "id字段名", + "type": "string", + "optional": "true", + "defaultValue": "x1", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "intersect_method", + "title": "对齐方式", + "description": "对齐方式", + "type": "string", + "optional": "true", + "defaultValue": "raw", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "sync_intersect_ids", + "title": "同步对齐id", + "description": "同步对齐id", + "type": "boolean", + "optional": "true", + "bindingData": [ + { + "label": "是", + "value": "true" + }, + { + "label": "否", + "value": "false" + } + ], + "defaultValue": "true", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "only_output_key", + "title": "仅输出id", + "description": "仅输出id", + "type": "boolean", + "optional": "true", + "bindingData": [ + { + "label": "是", + "value": "true" + }, + { + "label": "否", + "value": "false" + } + ], + "defaultValue": "true", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "use_hash", + "title": "是否使用哈希", + "description": "是否使用哈希", + "type": "string", + "bindingData": [ + { + "label": "是", + "value": "true" + }, + { + "label": "否", + "value": "false" + } + ], + "optional": "true", + "defaultValue": "true", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "hash_method", + "title": "哈希方法", + "description": "哈希方法", + "type": "string", + "optional": "true", + "defaultValue": "sha256", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "salt", + "title": "salt", + "description": "salt", + "type": "string", + "optional": "true", + "defaultValue": "12345", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "base64", + "title": "选择base64", + "description": "是否选择base64方式", + "type": "string", + "bindingData": [ + { + "label": "是", + "value": "true" + }, + { + "label": "否", + "value": "false" + } + ], + "optional": "true", + "defaultValue": "true", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "join_role", + "title": "参与角色", + "description": "参与角色", + "type": "string", + "optional": "true", + "defaultValue": "host", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [{ + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv","yaml"] + }], + "outputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv"] + }, + { + "name": "train-intersection", + "description": "对齐数", + "category": "report", + "dataFormat": ["csv"] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] +} \ No newline at end of file diff --git "a/examples/bfia/unionpay/component_define/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" "b/examples/bfia/unionpay/component_define/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" new file mode 100644 index 000000000..2a38dfb55 --- /dev/null +++ "b/examples/bfia/unionpay/component_define/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" @@ -0,0 +1,230 @@ +{ + "componentName": "HeteroSecureBoost", + "title": "XGBoost算法", + "provider": "unionpay", + "version": "2.0.0", + "description": "XGBoost算法", + "roleList": ["guest", "host"], + "desVersion": "1.3.0", + "storageEngine": ["s3","hdfs"], + "inputParam": [ + { + "name": "objective_param", + "title": "目标参数", + "description": "目标参数", + "type": "string", + "optional": "true", + "bindingData": [ + { + "label": "cross_entropy", + "value": "cross_entropy" + } + ], + "defaultValue": "cross_entropy", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "learning_rate", + "title": "学习率", + "description": "学习率", + "type": "float", + "optional": "true", + "defaultValue": "0.15", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "num_trees", + "title": "树个数", + "description": "树个数", + "type": "integer", + "optional": "true", + "defaultValue": "5", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "subsample_feature_rate", + "title": "子样本率", + "description": "子样本率", + "type": "integer", + "optional": "true", + "defaultValue": "1", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "n_iter_no_change", + "title": "n轮无变化", + "description": "n轮无变化", + "type": "boolean", + "optional": "true", + "bindingData": [ + { + "label": "是", + "value": "true" + }, + { + "label": "否", + "value": "false" + } + ], + "defaultValue": "true", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "tol", + "title": "停止容忍度", + "description": "停止容忍度", + "type": "float", + "optional": "true", + "defaultValue": "0.0001", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "bin_num", + "title": "分位数", + "description": "分位数", + "type": "integer", + "optional": "true", + "defaultValue": "32", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "predict_param", + "title": "预测参数", + "description": "预测参数", + "type": "string", + "optional": "true", + "defaultValue": "{\"threshold\": 0.5}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "cv_param", + "title": "cv参数", + "description": "cv参数", + "type": "string", + "optional": "true", + "defaultValue": "{\"n_splits\": 5, \"shuffle\": false, \"random_seed\": 103, \"need_cv\": false}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "metrics", + "title": "计算指标", + "description": "计算指标", + "type": "string", + "optional": "true", + "defaultValue": "[\"auc\", \"ks\"]", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "early_stop", + "title": "早停策略", + "description": "早停策略", + "type": "string", + "optional": "true", + "bindingData": [ + { + "label": "weight_diff", + "value": "weight_diff" + }, + { + "label": "diff", + "value": "diff" + } + ], + "defaultValue": "weight_diff", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "tree_param", + "title": "树参数", + "description": "树参数", + "type": "string", + "optional": "true", + "defaultValue": "{\"max_depth\": 3}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [{ + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv"] + }], + "outputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv"] + }, + { + "name": "model", + "description": "模型文件", + "category": "model", + "dataFormat": ["csv"] + }, + { + "name": "train-loss", + "description": "loss值", + "category": "report", + "dataFormat": ["json"] + }, + { + "name": "train-auc", + "description": "auc ks值", + "category": "report", + "dataFormat": ["json"] + }, + { + "name": "train-ks", + "description": "ks曲线值", + "category": "report", + "dataFormat": ["json"] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] +} \ No newline at end of file diff --git a/examples/bfia/unionpay/job/psi_lr.yaml b/examples/bfia/unionpay/job/psi_lr.yaml new file mode 100644 index 000000000..3ad11e2eb --- /dev/null +++ b/examples/bfia/unionpay/job/psi_lr.yaml @@ -0,0 +1,135 @@ +dag: + conf: + extra: + initiator: + role: guest + party_id: JG0100001100000010 + parties: + - party_id: + - JG0100001100000010 + role: guest + - party_id: + - JG0100001100000010 + role: host + - party_id: + - JG0100001100000010 + role: arbiter + party_tasks: + guest_JG0100001100000010: + conf: + resources: + cpu: -1 + disk: -1 + memory: -1 + parties: + - party_id: + - JG0100001100000010 + role: guest + tasks: + intersect_rsa_1: + inputs: + data: + train_data: + data_warehouse: + dataset_id: testspace#test_guest + host_JG0100001100000010: + conf: + resources: + cpu: -1 + disk: -1 + memory: -1 + parties: + - party_id: + - JG0100001100000010 + role: host + tasks: + intersect_rsa_1: + inputs: + data: + train_data: + data_warehouse: + dataset_id: testspace#test_host + tasks: + hetero_logistic_regression_1: + component_ref: HeteroLR + conf: + provider: unionpay + version: 2.0.0 + dependent_tasks: + - intersect_rsa_1 + inputs: + data: + train_data: + task_output_artifact: + output_artifact_key: train_data + output_artifact_type_alias: dataset + producer_task: intersect_rsa_1 + outputs: + data: + train_data: + output_artifact_key_alias: data0 + output_artifact_type_alias: dataset + metric: + train-loss: + output_artifact_key_alias: report0 + output_artifact_type_alias: report + model: + model: + output_artifact_key_alias: model0 + output_artifact_type_alias: model + parameters: + alpha: 0.01 + batch_size: -1 + early_stop: diff + id: id + init_param: + init_method: zeros + label: y + learning_rate: 0.15 + max_iter: 2 + optimizer: nesterov_momentum_sgd + penalty: L2 + tol: 0.0001 + parties: + - party_id: + - JG0100001100000010 + role: guest + - party_id: + - JG0100001100000010 + role: host + - party_id: + - JG0100001100000010 + role: arbiter + intersect_rsa_1: + component_ref: Intersection + conf: + provider: unionpay + version: 2.0.0 + dependent_tasks: [] + outputs: + data: + train_data: + output_artifact_key_alias: train_data + output_artifact_type_alias: dataset + metric: + train-intersection: + output_artifact_key_alias: report0 + output_artifact_type_alias: report + parameters: + id: id + intersect_method: rsa + only_output_key: false + rsa_params: + final_hash_method: sha256 + hash_method: sha256 + key_length: 2048 + sync_intersect_ids: true + parties: + - party_id: + - JG0100001100000010 + role: guest + - party_id: + - JG0100001100000010 + role: host +kind: bfia +schema_version: v1 diff --git a/examples/bfia/unionpay/job/psi_sbt.yaml b/examples/bfia/unionpay/job/psi_sbt.yaml new file mode 100644 index 000000000..24a0eac9f --- /dev/null +++ b/examples/bfia/unionpay/job/psi_sbt.yaml @@ -0,0 +1,145 @@ +dag: + conf: + extra: + initiator: + role: guest + party_id: JG0100001100000010 + parties: + - party_id: + - JG0100001100000010 + role: guest + - party_id: + - JG0100001100000010 + role: host + party_tasks: + guest_JG0100001100000010: + conf: + resources: + cpu: -1 + disk: -1 + memory: -1 + parties: + - party_id: + - JG0100001100000010 + role: guest + tasks: + intersect_rsa_1: + inputs: + data: + train_data: + data_warehouse: + dataset_id: testspace#test_guest + host_JG0100001100000010: + conf: + resources: + cpu: -1 + disk: -1 + memory: -1 + parties: + - party_id: + - JG0100001100000010 + role: host + tasks: + intersect_rsa_1: + inputs: + data: + train_data: + data_warehouse: + dataset_id: testspace#test_host + tasks: + hetero_secureboost_1: + component_ref: HeteroSecureBoost + conf: + provider: unionpay + version: 2.0.0 + dependent_tasks: + - intersect_rsa_1 + inputs: + data: + train_data: + task_output_artifact: + output_artifact_key: train_data + output_artifact_type_alias: dataset + producer_task: intersect_rsa_1 + outputs: + data: + train_data: + output_artifact_key_alias: data0 + output_artifact_type_alias: dataset + metric: + train-auc: + output_artifact_key_alias: report1 + output_artifact_type_alias: report + train-ks: + output_artifact_key_alias: report2 + output_artifact_type_alias: report + train-loss: + output_artifact_key_alias: report0 + output_artifact_type_alias: report + model: + model: + output_artifact_key_alias: model0 + output_artifact_type_alias: model + parameters: + cv_param: + n_splits: 5 + need_cv: false + random_seed: 103 + shuffle: false + early_stopping_rounds: '' + id: id + label: y + learning_rate: 0.5 + metrics: + - auc + - ks + n_iter_no_change: 'True' + num_trees: 2 + objective_param: + objective: cross_entropy + predict_param: + threshold: 0.5 + subsample_feature_rate: 1 + tol: 0.0001 + tree_param: + max_depth: 5 + parties: + - party_id: + - JG0100001100000010 + role: guest + - party_id: + - JG0100001100000010 + role: host + intersect_rsa_1: + component_ref: Intersection + conf: + provider: unionpay + version: 2.0.0 + dependent_tasks: [] + outputs: + data: + train_data: + output_artifact_key_alias: train_data + output_artifact_type_alias: dataset + metric: + train-intersection: + output_artifact_key_alias: report0 + output_artifact_type_alias: report + parameters: + id: id + intersect_method: rsa + only_output_key: false + rsa_params: + final_hash_method: sha256 + hash_method: sha256 + key_length: 2048 + sync_intersect_ids: true + parties: + - party_id: + - JG0100001100000010 + role: guest + - party_id: + - JG0100001100000010 + role: host +kind: bfia +schema_version: v1 diff --git a/examples/bfia/unionpay/register/unionpay_components.json b/examples/bfia/unionpay/register/unionpay_components.json new file mode 100644 index 000000000..30f97c03f --- /dev/null +++ b/examples/bfia/unionpay/register/unionpay_components.json @@ -0,0 +1,670 @@ +{ + "name": "unionpay", + "device": "docker", + "version": "2.0.0", + "metadata": { + "base_url": "", + "image": "unionpay:2.0.0" + }, + "protocol": "bfia", + "components_description": + { + "Intersection": { + "componentName": "Intersection", + "title": "对齐算法", + "provider": "unionpay", + "version": "2.0.0", + "description": "对齐算法", + "roleList": ["guest", "host"], + "desVersion": "1.3.0", + "storageEngine": ["s3","hdfs"], + "inputParam": [ + { + "name": "id", + "title": "id列", + "description": "id字段名", + "type": "string", + "optional": "true", + "defaultValue": "x1", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "intersect_method", + "title": "对齐方式", + "description": "对齐方式", + "type": "string", + "optional": "true", + "defaultValue": "raw", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "sync_intersect_ids", + "title": "同步对齐id", + "description": "同步对齐id", + "type": "boolean", + "optional": "true", + "bindingData": [ + { + "label": "是", + "value": "true" + }, + { + "label": "否", + "value": "false" + } + ], + "defaultValue": "true", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "only_output_key", + "title": "仅输出id", + "description": "仅输出id", + "type": "boolean", + "optional": "true", + "bindingData": [ + { + "label": "是", + "value": "true" + }, + { + "label": "否", + "value": "false" + } + ], + "defaultValue": "true", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "use_hash", + "title": "是否使用哈希", + "description": "是否使用哈希", + "type": "string", + "bindingData": [ + { + "label": "是", + "value": "true" + }, + { + "label": "否", + "value": "false" + } + ], + "optional": "true", + "defaultValue": "true", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "hash_method", + "title": "哈希方法", + "description": "哈希方法", + "type": "string", + "optional": "true", + "defaultValue": "sha256", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "salt", + "title": "salt", + "description": "salt", + "type": "string", + "optional": "true", + "defaultValue": "12345", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "base64", + "title": "选择base64", + "description": "是否选择base64方式", + "type": "string", + "bindingData": [ + { + "label": "是", + "value": "true" + }, + { + "label": "否", + "value": "false" + } + ], + "optional": "true", + "defaultValue": "true", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "join_role", + "title": "参与角色", + "description": "参与角色", + "type": "string", + "optional": "true", + "defaultValue": "host", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [{ + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv","yaml"] + }], + "outputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv"] + }, + { + "name": "train-intersection", + "description": "对齐数", + "category": "report", + "dataFormat": ["csv"] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] +}, + "HeteroLR": { + "componentName": "HeteroLR", + "title": "纵向逻辑回归算法", + "provider": "unionpay", + "version": "2.0.0", + "description": "纵向逻辑回归算法", + "roleList": ["guest", "host", "arbiter"], + "desVersion": "1.2.0", + "storageEngine": ["s3","hdfs"], + "inputParam": [ + { + "name": "id", + "title": "id列", + "description": "id字段名", + "type": "string", + "optional": "true", + "defaultValue": "x1", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "label", + "title": "标签", + "description": "label字段名", + "type": "string", + "optional": "true", + "defaultValue": "y", + "validator": "regular-正则项", + "dependsOn": [], + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "penalty", + "title": "正则项", + "description": "正则项", + "type": "string", + "bindingData": [ + { + "label": "L1正则", + "value": "L1" + }, + { + "label": "L2正则", + "value": "L2" + } + ], + "optional": "true", + "defaultValue": "L2", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "tol", + "title": "最小损失值", + "description": "最小损失值", + "type": "float", + "optional": "true", + "defaultValue": "0.0001", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "alpha", + "title": "惩罚因子", + "description": "惩罚因子", + "type": "float", + "optional": "true", + "defaultValue": "0.01", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "optimizer", + "title": "优化方法", + "description": "优化方法", + "type": "string", + "bindingData": [ + { + "label": "rmsprop", + "value": "rmsprop" + }, + { + "label": "sgd", + "value": "sgd" + }, + { + "label": "adam", + "value": "adam" + }, + { + "label": "sqn", + "value": "sqn" + }, + { + "label": "adagrad", + "value": "adagrad" + } + ], + "optional": "true", + "defaultValue": "rmsprop", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "batch_size", + "title": "批量梯度下降样本量", + "description": "每轮迭代抽取数据计算梯度的size", + "type": "integer", + "bindingData": [ + { + "label": "all", + "value": "all" + }, + { + "label": "2048", + "value": "2048" + }, + { + "label": "4096", + "value": "4096" + }, + { + "label": "8192", + "value": "8192" + } + ], + "optional": "true", + "defaultValue": "2048", + "validator": "(0,1000)", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "learning_rate", + "title": "学习率", + "description": "学习率", + "type": "float", + "optional": "true", + "defaultValue": "0.15", + "validator": "regular-正则项", + "dependsOn": ["optimizer.sgd", "optimizer.adam"], + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "init_param", + "title": "初始化方式", + "description": "初始化方式", + "type": "string", + "optional": "true", + "defaultValue": "zeros", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "max_iter", + "title": "迭代次数", + "description": "迭代次数", + "type": "integer", + "optional": "true", + "defaultValue": "30", + "validator": "(0,1000)", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "early_stop", + "title": "早停策略", + "description": "早停策略", + "type": "string", + "bindingData": [ + { + "label": "weight_diff", + "value": "weight_diff" + }, + { + "label": "diff", + "value": "diff" + } + ], + "optional": "true", + "defaultValue": "weight_diff", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + } + ], + "inputData": [{ + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv"] + }], + "outputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv"] + }, + { + "name": "model", + "description": "模型文件", + "category": "model", + "dataFormat": ["csv"] + }, + { + "name": "train-loss", + "description": "loss值", + "category": "metric", + "dataFormat": ["json"] + } + ], + "result": [{ + "resultCode": "4444", + "resultMessage": "算法执行失败" + }] +}, + "HeteroSecureBoost":{ + "componentName": "HeteroSecureBoost", + "title": "XGBoost算法", + "provider": "unionpay", + "version": "2.0.0", + "description": "XGBoost算法", + "roleList": ["guest", "host"], + "desVersion": "1.3.0", + "storageEngine": ["s3","hdfs"], + "inputParam": [ + { + "name": "objective_param", + "title": "目标参数", + "description": "目标参数", + "type": "string", + "optional": "true", + "bindingData": [ + { + "label": "cross_entropy", + "value": "cross_entropy" + } + ], + "defaultValue": "cross_entropy", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "learning_rate", + "title": "学习率", + "description": "学习率", + "type": "float", + "optional": "true", + "defaultValue": "0.15", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "num_trees", + "title": "树个数", + "description": "树个数", + "type": "integer", + "optional": "true", + "defaultValue": "5", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "subsample_feature_rate", + "title": "子样本率", + "description": "子样本率", + "type": "integer", + "optional": "true", + "defaultValue": "1", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "n_iter_no_change", + "title": "n轮无变化", + "description": "n轮无变化", + "type": "boolean", + "optional": "true", + "bindingData": [ + { + "label": "是", + "value": "true" + }, + { + "label": "否", + "value": "false" + } + ], + "defaultValue": "true", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "tol", + "title": "停止容忍度", + "description": "停止容忍度", + "type": "float", + "optional": "true", + "defaultValue": "0.0001", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "bin_num", + "title": "分位数", + "description": "分位数", + "type": "integer", + "optional": "true", + "defaultValue": "32", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "predict_param", + "title": "预测参数", + "description": "预测参数", + "type": "string", + "optional": "true", + "defaultValue": "{\"threshold\": 0.5}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "cv_param", + "title": "cv参数", + "description": "cv参数", + "type": "string", + "optional": "true", + "defaultValue": "{\"n_splits\": 5, \"shuffle\": false, \"random_seed\": 103, \"need_cv\": false}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "metrics", + "title": "计算指标", + "description": "计算指标", + "type": "string", + "optional": "true", + "defaultValue": "[\"auc\", \"ks\"]", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + }, + { + "name": "early_stop", + "title": "早停策略", + "description": "早停策略", + "type": "string", + "optional": "true", + "bindingData": [ + { + "label": "weight_diff", + "value": "weight_diff" + }, + { + "label": "diff", + "value": "diff" + } + ], + "defaultValue": "weight_diff", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "select" + }, + { + "name": "tree_param", + "title": "树参数", + "description": "树参数", + "type": "string", + "optional": "true", + "defaultValue": "{\"max_depth\": 3}", + "validator": "regular-正则项", + "UIPattern": "editeable", + "groupTag": "默认分组-显示", + "UIType": "input" + } + ], + "inputData": [{ + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv"] + }], + "outputData": [ + { + "name": "train_data", + "description": "训练集数据", + "category": "dataset", + "dataFormat": ["csv"] + }, + { + "name": "model", + "description": "模型文件", + "category": "model", + "dataFormat": ["csv"] + }, + { + "name": "train-loss", + "description": "loss值", + "category": "report", + "dataFormat": ["json"] + }, + { + "name": "train-auc", + "description": "auc ks值", + "category": "report", + "dataFormat": ["json"] + }, + { + "name": "train-ks", + "description": "ks曲线值", + "category": "report", + "dataFormat": ["json"] + } + ], + "result": [ + { + "resultCode": "00000000", + "resultMessage": "成功" + }, + { + "resultCode": "99999999", + "resultMessage": "算法执行失败" + } + ] +} + } + +} \ No newline at end of file diff --git a/python/fate_flow/adapter/__init__.py b/python/fate_flow/adapter/__init__.py index e072de1e4..35df150dc 100644 --- a/python/fate_flow/adapter/__init__.py +++ b/python/fate_flow/adapter/__init__.py @@ -1,76 +1,2 @@ -import inspect -import os -from importlib import import_module -from pathlib import Path - -from fate_flow.scheduler import SchedulerABC -from fate_flow.utils.cron import Cron - - -def load_adapter_name(): - return [ - name for name in os.listdir(Path(__file__).parent) - if os.path.isdir(os.path.join(Path(__file__).parent, name)) and not name.endswith("__") - ] - - -adapter_list = load_adapter_name() - - -def get_app_module(page_path): - page_name = page_path.stem.rstrip('app').rstrip("_") - return ".".join([get_module(page_path), page_name]) - - -def get_module(page_path): - module_name = '.'.join(page_path.parts[page_path.parts.index('fate_flow') + 2:-1]) - return module_name - - -def load_adapter_module(module_name): - packages = [] - for name in adapter_list: - path = Path(__file__).parent / name / module_name - adapter_module = get_module(path) - try: - packages.append(import_module(".".join([adapter_module, module_name]))) - except Exception as e: - pass - return packages - - -def load_scheduler(): - packages = load_adapter_module("scheduler") - print(packages) - for package in packages: - members = inspect.getmembers(package) - class_list = [member[1] for member in members if inspect.isclass(member[1])] - print(class_list) - for _class in class_list: - if issubclass(_class, SchedulerABC): - # start scheduler - _class(interval=2 * 1000).start() - - elif issubclass(_class, Cron): - print(_class) - _class(interval=5 * 1000).start() - - -def load_db(): - load_adapter_module("db") - - -def load_adapter_apps(register_page, search_pages_path): - urls_dict = {} - for name in adapter_list: - path = Path(__file__).parent / name / "apps" - version = getattr(import_module(get_app_module(path)), "__version__", None) - before_request_func = getattr(import_module(get_app_module(path)), "before_request", None) - urls_dict[name] = [register_page(path, func=before_request_func, prefix=version) for path in - search_pages_path(path)] - return urls_dict - - -def init_adapter(): - load_db() - load_scheduler() +from ._loader import init_adapter, load_adapter_apps +from ._controller import AdapterJobController diff --git a/python/fate_flow/adapter/bfia/bridge/job.py b/python/fate_flow/adapter/bfia/bridge/job.py new file mode 100644 index 000000000..89cf7db43 --- /dev/null +++ b/python/fate_flow/adapter/bfia/bridge/job.py @@ -0,0 +1,68 @@ +from fate_flow.adapter.bfia.translator.component_spec import BFIAComponentSpec +from fate_flow.adapter.bfia.translator.dsl_translator import Translator +from fate_flow.adapter.bfia.utils.entity.status import StatusSet as BfiaJobStatus +from fate_flow.adapter.bfia.wheels.job import BfiaJobController +from fate_flow.entity.spec.flow import SubmitJobInput, QueryJobInput, QueryJobOutput, StopJobInput, StopJobOutput, \ + QueryTaskOutput, QueryTaskInput, SubmitJobOutput +from fate_flow.entity.types import JobStatus +from fate_flow.manager.service.provider_manager import ProviderManager + + +class JobController(object): + @staticmethod + def create_job(submit_job_input: SubmitJobInput): + dag_schema = submit_job_input.dag_schema + components_desc = {} + for name, desc in ProviderManager.query_component_description(protocol=dag_schema.kind).items(): + components_desc[name] = BFIAComponentSpec.parse_obj(desc) + bfia_dag = Translator.translate_dag_to_bfia_dag(dag_schema, components_desc) + job_id = BfiaJobController.request_create_job( + bfia_dag.dag.dag.dict(), + bfia_dag.dag.config.dict(), + bfia_dag.dag.flow_id, + bfia_dag.dag.old_job_id + ) + return SubmitJobOutput(job_id=job_id) + + @classmethod + def query_job(cls, query_job_input: QueryJobInput): + jobs = query_job_input.jobs + for job in jobs: + job.f_status = cls.update_status(job.f_status) + return QueryJobOutput(jobs=jobs) + + @classmethod + def stop_job(cls, stop_job_input: StopJobInput): + response = BfiaJobController.request_stop_job(stop_job_input.job_id) + cls.update_response(response) + return StopJobOutput(**response) + + @classmethod + def query_task(cls, query_task_input: QueryTaskInput): + tasks = query_task_input.tasks + for task in tasks: + task.f_status = cls.update_status(task.f_status) + task.f_party_status = cls.update_status(task.f_party_status) + return QueryTaskOutput(tasks=tasks) + + @staticmethod + def update_status(status): + RULES = { + BfiaJobStatus.PENDING: JobStatus.WAITING, + BfiaJobStatus.READY: JobStatus.WAITING, + BfiaJobStatus.RUNNING: JobStatus.RUNNING, + BfiaJobStatus.FINISHED: JobStatus.FINISHED, + BfiaJobStatus.REJECTED: JobStatus.FAILED, + BfiaJobStatus.SUCCESS: JobStatus.SUCCESS, + BfiaJobStatus.FAILED: JobStatus.FAILED, + + } + return RULES[status] + + @staticmethod + def update_response(response): + message = response.pop("msg") + if message: + response["message"] = message + return response + diff --git a/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_lr.json b/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_lr.json index b3ddd2d26..32146e0e9 100644 --- a/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_lr.json +++ b/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_lr.json @@ -1,5 +1,5 @@ { - "flow_id": "flow_0cc3b89e9ab14c938feb6242a001a21b", + "flow_id": "", "dag": { "components": [ { diff --git a/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_sbt.json b/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_sbt.json index e6f9ba768..8b7dfb5fe 100644 --- a/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_sbt.json +++ b/python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_sbt.json @@ -1,5 +1,5 @@ { - "flow_id": "flow_0cc3b89e9ab14c938feb6242a001a21b", + "flow_id": "", "dag": { "components": [ { @@ -59,14 +59,14 @@ "config": { "initiator": { "role": "guest", - "node_id": "JG0100001100000000" + "node_id": "JG0100001100000010" }, "role": { "guest": [ - "JG0100001100000000" + "JG0100001100000010" ], "host": [ - "JG0100001100000000" + "JG0100001100000010" ] }, "job_params": { diff --git a/python/fate_flow/adapter/bfia/examples/job/unionpay/unionpay_components.json b/python/fate_flow/adapter/bfia/examples/job/unionpay/unionpay_components.json index c1b19db14..30f97c03f 100644 --- a/python/fate_flow/adapter/bfia/examples/job/unionpay/unionpay_components.json +++ b/python/fate_flow/adapter/bfia/examples/job/unionpay/unionpay_components.json @@ -4,7 +4,7 @@ "version": "2.0.0", "metadata": { "base_url": "", - "image": "federatedai/standalone_fate:2.0.0.beta" + "image": "unionpay:2.0.0" }, "protocol": "bfia", "components_description": diff --git a/python/fate_flow/adapter/bfia/examples/test/test_job.py b/python/fate_flow/adapter/bfia/examples/test/test_job.py index afddf393a..659f9119f 100644 --- a/python/fate_flow/adapter/bfia/examples/test/test_job.py +++ b/python/fate_flow/adapter/bfia/examples/test/test_job.py @@ -7,18 +7,18 @@ def register_components(): uri = "/v2/provider/register" - config_path = "../job/fate/fate_components.json" + config_path = "../job/unionpay/unionpay_components.json" body = json.load(open(config_path, "r")) resp = requests.post(base_url+uri, json=body) print(resp.text) -register_components() +# register_components() def submit_job(): uri = "/v1/platform/schedule/job/create_all" - config_path = "../job/fate/fate_psi_lr.json" + config_path = "../job/unionpay/bfia_psi_sbt.json" body = json.load(open(config_path, "r")) resp = requests.post(base_url+uri, json=body) print(resp.text) From 5c768716686aead94c4831ee4a1f2696690be5b7 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 4 Dec 2023 12:55:22 +0800 Subject: [PATCH 341/482] update bfia Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/adapter/_controller.py | 36 ++++++++ python/fate_flow/adapter/_loader.py | 83 ++++++++++++++++++ .../fate_flow/adapter/bfia/bridge/__init__.py | 3 + .../adapter/bfia/container/wraps/wraps.py | 16 ++-- .../fate_flow/adapter/bfia/runtime_config.py | 3 +- python/fate_flow/adapter/bfia/settings.py | 3 + .../adapter/bfia/translator/dsl_translator.py | 84 +++++++++++-------- .../fate_flow/adapter/bfia/utils/spec/job.py | 4 +- python/fate_flow/adapter/bfia/wheels/job.py | 2 +- python/fate_flow/adapter/bfia/wheels/task.py | 2 +- 10 files changed, 190 insertions(+), 46 deletions(-) create mode 100644 python/fate_flow/adapter/_controller.py create mode 100644 python/fate_flow/adapter/_loader.py create mode 100644 python/fate_flow/adapter/bfia/bridge/__init__.py diff --git a/python/fate_flow/adapter/_controller.py b/python/fate_flow/adapter/_controller.py new file mode 100644 index 000000000..0b1794743 --- /dev/null +++ b/python/fate_flow/adapter/_controller.py @@ -0,0 +1,36 @@ +from fate_flow.adapter._loader import load_bridge_module +from fate_flow.entity.spec.flow import SubmitJobInput, SubmitJobOutput, QueryJobInput, QueryJobOutput, StopJobInput, \ + StopJobOutput, QueryTaskOutput, QueryTaskInput + + +class AdapterJobController(object): + def __init__(self, protocol_name): + packages = load_bridge_module(protocol_name=protocol_name) + self.controller_adapter = getattr(packages, "JobController") + + def create_job(self, submit_job_input: SubmitJobInput) -> SubmitJobOutput: + return self.controller_adapter.create_job(submit_job_input) + + def query_job(self, query_job_input: QueryJobInput) -> QueryJobOutput: + return self.controller_adapter.query_job(query_job_input) + + def stop_job(self, stop_job_input: StopJobInput) -> StopJobOutput: + return self.controller_adapter.stop_job(stop_job_input) + + def query_task(self, query_task_input: QueryTaskInput) -> QueryTaskOutput: + return self.controller_adapter.query_task(query_task_input) + + def rerun_job(self): + pass + + @staticmethod + def query_output_data(): + return {} + + @staticmethod + def query_output_model(): + return {} + + @staticmethod + def query_output_metric(): + return {} diff --git a/python/fate_flow/adapter/_loader.py b/python/fate_flow/adapter/_loader.py new file mode 100644 index 000000000..399ecc686 --- /dev/null +++ b/python/fate_flow/adapter/_loader.py @@ -0,0 +1,83 @@ +import inspect +import os +from importlib import import_module +from pathlib import Path + +from fate_flow.scheduler import SchedulerABC +from fate_flow.utils.cron import Cron + + +def load_adapter_name(): + return [ + name for name in os.listdir(Path(__file__).parent) + if os.path.isdir(os.path.join(Path(__file__).parent, name)) and not name.endswith("__") + ] + + +adapter_list = load_adapter_name() + + +def get_app_module(page_path): + page_name = page_path.stem.rstrip('app').rstrip("_") + return ".".join([get_module(page_path), page_name]) + + +def get_module(page_path): + module_name = '.'.join(page_path.parts[page_path.parts.index('fate_flow') + 2:-1]) + return module_name + + +def load_bridge_module(module_name="bridge", protocol_name=None): + for name in adapter_list: + if protocol_name == name: + path = Path(__file__).parent / name / module_name + adapter_module = get_module(path) + return import_module(".".join([adapter_module, module_name])) + + +def load_adapter_packages(module_name): + packages = [] + for name in adapter_list: + path = Path(__file__).parent / name / module_name + adapter_module = get_module(path) + try: + packages.append(import_module(".".join([adapter_module, module_name]))) + except Exception as e: + print(e) + pass + return packages + + +def load_scheduler(): + packages = load_adapter_packages("scheduler") + for package in packages: + members = inspect.getmembers(package) + class_list = [member[1] for member in members if inspect.isclass(member[1])] + for _class in class_list: + if issubclass(_class, SchedulerABC): + # start scheduler + _class(interval=2 * 1000).start() + + elif issubclass(_class, Cron): + print(_class) + _class(interval=5 * 1000).start() + + +def load_db(): + load_adapter_packages("db") + + +def load_adapter_apps(register_page, search_pages_path): + urls_dict = {} + for name in adapter_list: + path = Path(__file__).parent / name / "apps" + version = getattr(import_module(get_app_module(path)), "__version__", None) + before_request_func = getattr(import_module(get_app_module(path)), "before_request", None) + urls_dict[name] = [register_page(path, func=before_request_func, prefix=version) for path in + search_pages_path(path)] + return urls_dict + + +def init_adapter(): + load_db() + load_scheduler() diff --git a/python/fate_flow/adapter/bfia/bridge/__init__.py b/python/fate_flow/adapter/bfia/bridge/__init__.py new file mode 100644 index 000000000..68bb34e1d --- /dev/null +++ b/python/fate_flow/adapter/bfia/bridge/__init__.py @@ -0,0 +1,3 @@ +from .job import JobController + +__all__ = ["JobController"] diff --git a/python/fate_flow/adapter/bfia/container/wraps/wraps.py b/python/fate_flow/adapter/bfia/container/wraps/wraps.py index d876368ff..8a3ea7644 100644 --- a/python/fate_flow/adapter/bfia/container/wraps/wraps.py +++ b/python/fate_flow/adapter/bfia/container/wraps/wraps.py @@ -213,7 +213,7 @@ def run_component(self, config): task_result = os.path.join(self.task_output_dir, "task_result.yaml") with open(conf_path, "w") as f: yaml.dump(task_parameters, f) - p = self.backend.run( + code = self.backend.run( provider_name=ProviderName.FATE, task_info=self.task_info, engine_run={"cores": 4}, @@ -223,16 +223,16 @@ def run_component(self, config): sync=True, config_dir=self.task_output_dir, std_dir=self.task_output_dir ) - logger.info(f"finish task with code {p.returncode}") - print(f"finish task with code {p.returncode}") + logger.info(f"finish task with code {code}") + print(f"finish task with code {code}") if os.path.exists(task_result): with open(task_result, "r") as f: try: result = json.load(f) output_meta = ComponentOutputMeta.parse_obj(result) - if p.returncode != 0: - output_meta.status.code = p.returncode + if code != 0: + output_meta.status.code = code logger.debug(output_meta) except: raise RuntimeError(f"Task run failed, you can see the task result file for details: {task_result}") @@ -297,6 +297,12 @@ def _preprocess_output_artifacts(self): if artifacts_type == "data": address = self.config.runtime.component.output.get(key) uri = f"standalone://{self.data_home}/{address.namespace}/{address.name}" + + if self.config.runtime.component.name == "dataframe_transformer": + uri = f"standalone://{self.data_home}/" \ + f"{self.config.runtime.component.parameter.get('namespace')}/" \ + f"{self.config.runtime.component.parameter.get('name')}" + output_artifact = ArtifactOutputApplySpec( uri=uri, type_name=artifact[key]["types"][0] diff --git a/python/fate_flow/adapter/bfia/runtime_config.py b/python/fate_flow/adapter/bfia/runtime_config.py index b8f7121a2..688aa81c8 100644 --- a/python/fate_flow/adapter/bfia/runtime_config.py +++ b/python/fate_flow/adapter/bfia/runtime_config.py @@ -1,6 +1,7 @@ import os.path -from fate_flow.runtime.system_settings import HOST, HTTP_PORT, PARTY_ID +from fate_flow.runtime.system_settings import HOST, HTTP_PORT +from fate_flow.adapter.bfia.settings import LOCAL_SITE_ID as PARTY_ID from fate_flow.settings import HTTP_REQUEST_TIMEOUT from fate_flow.utils.file_utils import load_yaml_conf from ofx.api.client import BfiaSchedulerApi diff --git a/python/fate_flow/adapter/bfia/settings.py b/python/fate_flow/adapter/bfia/settings.py index 9a9b1445d..7addde298 100644 --- a/python/fate_flow/adapter/bfia/settings.py +++ b/python/fate_flow/adapter/bfia/settings.py @@ -1,3 +1,6 @@ +from fate_flow.runtime.system_settings import PARTY_ID + +LOCAL_SITE_ID = PARTY_ID STORAGE_NAME = "s3" STORAGE_ADDRESS = "s3://127.0.0.1:9000?username=admin&password=12345678" TRANSPORT = "127.0.0.1:9377" diff --git a/python/fate_flow/adapter/bfia/translator/dsl_translator.py b/python/fate_flow/adapter/bfia/translator/dsl_translator.py index b9917597a..02c658502 100644 --- a/python/fate_flow/adapter/bfia/translator/dsl_translator.py +++ b/python/fate_flow/adapter/bfia/translator/dsl_translator.py @@ -52,13 +52,18 @@ class Translator(object): @classmethod def translate_dag_to_bfia_dag(cls, dag_schema: DAGSchema, component_specs: Dict[str, BFIAComponentSpec]): + flow_id = None + old_job_id = None + if dag_schema.dag.conf and dag_schema.dag.conf.extra: + flow_id = dag_schema.dag.conf.extra.get("flow_id", "") + old_job_id = dag_schema.dag.conf.extra.get("old_job_id", "") + bfia_dag = BFIADagSpec( - flow_id=dag_schema.dag.flow_id, - old_job_id=dag_schema.dag.old_job_id, + flow_id=flow_id, + old_job_id=old_job_id, config=cls.translate_dag_to_bfia_config(dag_schema.dag, dag_schema.schema_version), dag=cls.translate_dag_to_bfia_tasks(dag_schema.dag, component_specs, dag_schema.schema_version) ) - return DagSchemaSpec( kind=dag_schema.kind, schema_version=dag_schema.schema_version, @@ -75,14 +80,23 @@ def translate_bfia_dag_to_dag(cls, bfia_dag_schema: DagSchemaSpec, component_spe translated_dag_buf["kind"] = bfia_dag_schema.kind dag_spec_buf = dict() - dag_spec_buf["initiator"] = (bfia_dag.config.initiator.role, bfia_dag.config.initiator.node_id) + # dag_spec_buf["initiator"] = (bfia_dag.config.initiator.role, bfia_dag.config.initiator.node_id) dag_spec_buf["parties"] = cls.get_party_spec_from_bfia_dag(bfia_dag) - dag_spec_buf["flow_id"] = bfia_dag.flow_id - dag_spec_buf["old_job_id"] = bfia_dag.old_job_id + # dag_spec_buf["flow_id"] = bfia_dag.flow_id + # dag_spec_buf["old_job_id"] = bfia_dag.old_job_id dag_spec_buf["conf"] = cls.translate_job_params_to_dag(bfia_dag) dag_spec_buf["tasks"] = cls.translate_bfia_tasks_to_dag(bfia_dag, component_specs) dag_spec_buf["party_tasks"] = cls.translate_party_tasks_to_dag(bfia_dag, component_specs, dag_spec_buf["tasks"]) + if not dag_spec_buf["conf"].extra: + dag_spec_buf["conf"].extra = dict() + dag_spec_buf["conf"].extra["flow_id"] = bfia_dag.flow_id + dag_spec_buf["conf"].extra["old_job_id"] = bfia_dag.old_job_id + dag_spec_buf["conf"].extra["initiator"] = dict( + role=bfia_dag.config.initiator.role, + party_id=bfia_dag.config.initiator.node_id + ) + translated_dag_buf["dag"] = dag_spec_buf return DAGSchema(**translated_dag_buf) @@ -258,34 +272,22 @@ def get_party_task_params(cls, for task_name, params in party_task_params.items(): task_spec = PartyTaskRefSpec() params = copy.deepcopy(params) - if ("name" in params and "namespace" in params) or "dataset_id" in params: + if "dataset_id" in params: """ bfia support only single input yet """ component_ref = tasks[task_name].component_ref input_name = component_specs[component_ref].inputData[0].name - if "name" in params: - name = params.pop("name") - namespace = params.pop("namespace") - task_spec.inputs = SourceInputArtifacts( - data={ - input_name: - { - "data_warehouse": DataWarehouseChannelSpec(namespace=namespace, name=name) - } - } - ) - else: - dataset_id = params.pop("dataset_id") - task_spec.inputs = SourceInputArtifacts( - data={ - input_name: - { - "data_warehouse": DataWarehouseChannelSpec(dataset_id=dataset_id) - } - } - ) + dataset_id = params.pop("dataset_id") + task_spec.inputs = SourceInputArtifacts( + data={ + input_name: + { + "data_warehouse": DataWarehouseChannelSpec(dataset_id=dataset_id) + } + } + ) party_task_specs[task_name] = task_spec @@ -298,8 +300,11 @@ def get_party_task_params(cls, def translate_dag_to_bfia_config(cls, dag: DAGSpec, schema_version: str): bfia_conf_buf = dict(version=schema_version) - if dag.initiator: - bfia_conf_buf["initiator"] = InitiatorSpec(role=dag.initiator[0], node_id=dag.initiator[1]) + if dag.conf and dag.conf.extra and "initiator" in dag.conf.extra: + bfia_conf_buf["initiator"] = InitiatorSpec( + role=dag.conf.extra["initiator"]["role"], + node_id=dag.conf.extra["initiator"]["party_id"] + ) role_spec = RoleSpec() for party_spec in dag.parties: @@ -364,6 +369,8 @@ def translate_dag_to_bfia_config(cls, dag: DAGSpec, schema_version: str): party_conf[task_name]["dataset_id"] = "#".join( [data_warehouse.namespace, data_warehouse.name] ) + elif data_warehouse.dataset_id: + party_conf[task_name]["dataset_id"] = data_warehouse.dataset_id if role not in party_task_params: party_task_params[role] = dict() @@ -440,9 +447,14 @@ def translate_dag_to_bfia_tasks(cls, dag: DAGSpec, component_specs: Dict[str, BF @classmethod def get_source_type(cls, type_keyword): - if "dataset" in type_keyword: - return "data" - elif "model" in type_keyword: - return "model" - else: - return "metric" + data_keywords = ["dataset", "training_set", "test_set", "validate_set"] + model_keywords = ["model"] + for data_keyword in data_keywords: + if data_keyword in type_keyword: + return "data" + + for model_keyword in model_keywords: + if model_keyword in type_keyword: + return "model" + + return "metric" diff --git a/python/fate_flow/adapter/bfia/utils/spec/job.py b/python/fate_flow/adapter/bfia/utils/spec/job.py index 4591142e1..ea668eec3 100644 --- a/python/fate_flow/adapter/bfia/utils/spec/job.py +++ b/python/fate_flow/adapter/bfia/utils/spec/job.py @@ -60,10 +60,10 @@ class DagSpec(BaseModel): class BFIADagSpec(BaseModel): - flow_id: str config: ConfSpec dag: DagSpec - old_job_id: str + flow_id: str = "" + old_job_id: str = "" class DagSchemaSpec(BaseModel): diff --git a/python/fate_flow/adapter/bfia/wheels/job.py b/python/fate_flow/adapter/bfia/wheels/job.py index b393ef74b..c74d94ca0 100644 --- a/python/fate_flow/adapter/bfia/wheels/job.py +++ b/python/fate_flow/adapter/bfia/wheels/job.py @@ -1,5 +1,6 @@ from copy import deepcopy +from fate_flow.adapter.bfia.settings import LOCAL_SITE_ID as PARTY_ID from fate_flow.adapter.bfia.utils.entity.code import ReturnCode from fate_flow.adapter.bfia.utils.entity.status import TaskStatus, JobStatus, EndStatus from fate_flow.adapter.bfia.utils.spec.job import DagSchemaSpec @@ -7,7 +8,6 @@ from fate_flow.adapter.bfia.wheels.task import BfiaTaskController from fate_flow.db import Job from fate_flow.adapter.bfia.wheels.saver import BfiaJobSaver as JobSaver -from fate_flow.runtime.system_settings import PARTY_ID from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.job_utils import save_job_dag, generate_job_id from fate_flow.utils.log_utils import schedule_logger diff --git a/python/fate_flow/adapter/bfia/wheels/task.py b/python/fate_flow/adapter/bfia/wheels/task.py index cf001bb14..fbb93490f 100644 --- a/python/fate_flow/adapter/bfia/wheels/task.py +++ b/python/fate_flow/adapter/bfia/wheels/task.py @@ -13,7 +13,7 @@ from fate_flow.engine.devices.container import ContainerdEngine from fate_flow.entity.types import PROTOCOL, LauncherType from fate_flow.manager.service.provider_manager import ProviderManager -from fate_flow.runtime.system_settings import PARTY_ID +from fate_flow.adapter.bfia.settings import LOCAL_SITE_ID as PARTY_ID from fate_flow.utils import job_utils from fate_flow.utils.log_utils import schedule_logger From da3fb22e02c6af541df6d856ff14ad38c63f0a3d Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 4 Dec 2023 19:52:25 +0800 Subject: [PATCH 342/482] update table bind Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/table_app.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/apps/client/table_app.py b/python/fate_flow/apps/client/table_app.py index 459318d92..652428c8d 100644 --- a/python/fate_flow/apps/client/table_app.py +++ b/python/fate_flow/apps/client/table_app.py @@ -17,7 +17,7 @@ from fate_flow.apps.desc import NAMESPACE, NAME, DISPLAY, SERVER_FILE_PATH from fate_flow.engine import storage -from fate_flow.engine.storage import StorageEngine +from fate_flow.engine.storage import StorageEngine, DataType from fate_flow.errors.server_error import NoFoundTable from fate_flow.manager.outputs.data import DataManager from fate_flow.utils.api_utils import API @@ -59,5 +59,5 @@ def bind_path(namespace, name, path): namespace=namespace, name=name, address=address, engine=StorageEngine.PATH, options=None, partitions=None ) - storage_meta.create_meta() + storage_meta.create_meta(data_type=DataType.FILE) return API.Output.json() From a7927374e43cfd48148dea4a5f718f8756765df1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 4 Dec 2023 19:52:42 +0800 Subject: [PATCH 343/482] update examples Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/bfia_access.zh.md | 9 ++++ .../bfia/fate/upload/upload_data_to_s3.py | 43 ------------------ examples/bfia/fate/upload/upload_guest.py | 44 +++++++++++++++++++ 3 files changed, 53 insertions(+), 43 deletions(-) create mode 100644 doc/bfia_access.zh.md delete mode 100644 examples/bfia/fate/upload/upload_data_to_s3.py create mode 100644 examples/bfia/fate/upload/upload_guest.py diff --git a/doc/bfia_access.zh.md b/doc/bfia_access.zh.md new file mode 100644 index 000000000..dd93ad64a --- /dev/null +++ b/doc/bfia_access.zh.md @@ -0,0 +1,9 @@ +# 整体设计 + +## 1. 逻辑架构 + +- Pipeline构造应用层互联互通 +- DSL IR定义统一作业配置标准 +- FATE Flow调度抽象API +- 算法容器化调度 +- 多适配器模式 diff --git a/examples/bfia/fate/upload/upload_data_to_s3.py b/examples/bfia/fate/upload/upload_data_to_s3.py deleted file mode 100644 index b2abdc45c..000000000 --- a/examples/bfia/fate/upload/upload_data_to_s3.py +++ /dev/null @@ -1,43 +0,0 @@ -import os -import tempfile - -from fate_flow.adapter.bfia.container.wraps.wraps import DataIo -from fate_flow.components.components.upload import Upload, UploadParam -from fate_flow.entity.spec.dag import Metadata - -# data_home = "/Users/tonly/FATE/fate_flow/temp/data" -s3_address = "s3://127.0.0.1:9000?username=admin&password=12345678" - -namespace = "aaa" -name = "x" -file = 'examples/data/breast_hetero_guest.csv' - -meta = { - "delimiter": ",", - "label_name": "y", - "match_id_name": "id" -} - - -upload_object = Upload() - -params = { - 'name': name, - 'namespace': namespace, - 'file': file, - 'storage_engine': 'standalone', - 'head': True, - 'partitions': 16, - 'extend_sid': True, - 'meta': meta -} -params = UploadParam(**params) - -with tempfile.TemporaryDirectory() as data_home: - os.environ["STANDALONE_DATA_HOME"] = data_home - data_meta = upload_object.run(params).get("data_meta") - - metadata = Metadata(metadata=dict(options=dict(partitions=8), schema=data_meta)) - data_path = os.path.join(data_home, namespace, name) - engine = DataIo(s3_address) - engine.upload_to_s3(data_path, name=name, namespace=namespace, metadata=metadata.dict()) diff --git a/examples/bfia/fate/upload/upload_guest.py b/examples/bfia/fate/upload/upload_guest.py new file mode 100644 index 000000000..a6f7bf0bd --- /dev/null +++ b/examples/bfia/fate/upload/upload_guest.py @@ -0,0 +1,44 @@ +import os +import tempfile + +from fate_flow.adapter.bfia.container.wraps.wraps import DataIo +from fate_flow.components.components.upload import Upload, UploadParam +from fate_flow.entity.spec.dag import Metadata + + +def upload_data(s3_address, namespace, name, file, meta, head=True, partitions=16, extend_sid=True, storage_engine="standalone"): + upload_object = Upload() + params = { + 'name': name, + 'namespace': namespace, + 'file': file, + 'storage_engine': storage_engine, + 'head': head, + 'partitions': partitions, + 'extend_sid': extend_sid, + 'meta': meta + } + params = UploadParam(**params) + + with tempfile.TemporaryDirectory() as data_home: + os.environ["STANDALONE_DATA_HOME"] = data_home + data_meta = upload_object.run(params).get("data_meta") + + metadata = Metadata(metadata=dict(options=dict(partitions=partitions), schema=data_meta)) + data_path = os.path.join(data_home, namespace, name) + engine = DataIo(s3_address) + engine.upload_to_s3(data_path, name=name, namespace=namespace, metadata=metadata.dict()) + + +if __name__ == "__main__": + s3_address = "s3://127.0.0.1:9000?username=admin&password=12345678" + namespace = "upload" + name = "guest" + file = 'examples/data/breast_hetero_guest.csv' + + meta = { + "delimiter": ",", + "label_name": "y", + "match_id_name": "id" + } + upload_data(s3_address=s3_address, namespace=namespace, name=name, file=file, meta=meta) From 6566bd25e9c01925f5807d9e5bfa57fdf13d8d2b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 4 Dec 2023 19:52:48 +0800 Subject: [PATCH 344/482] update examples Signed-off-by: zhihuiwan <15779896112@163.com> --- examples/bfia/fate/upload/upload_host.py | 43 ++++++++++++++++++++++++ 1 file changed, 43 insertions(+) create mode 100644 examples/bfia/fate/upload/upload_host.py diff --git a/examples/bfia/fate/upload/upload_host.py b/examples/bfia/fate/upload/upload_host.py new file mode 100644 index 000000000..9b4aa8677 --- /dev/null +++ b/examples/bfia/fate/upload/upload_host.py @@ -0,0 +1,43 @@ +import os +import tempfile + +from fate_flow.adapter.bfia.container.wraps.wraps import DataIo +from fate_flow.components.components.upload import Upload, UploadParam +from fate_flow.entity.spec.dag import Metadata + + +def upload_data(s3_address, namespace, name, file, meta, head=True, partitions=16, extend_sid=True, storage_engine="standalone"): + upload_object = Upload() + params = { + 'name': name, + 'namespace': namespace, + 'file': file, + 'storage_engine': storage_engine, + 'head': head, + 'partitions': partitions, + 'extend_sid': extend_sid, + 'meta': meta + } + params = UploadParam(**params) + + with tempfile.TemporaryDirectory() as data_home: + os.environ["STANDALONE_DATA_HOME"] = data_home + data_meta = upload_object.run(params).get("data_meta") + + metadata = Metadata(metadata=dict(options=dict(partitions=partitions), schema=data_meta)) + data_path = os.path.join(data_home, namespace, name) + engine = DataIo(s3_address) + engine.upload_to_s3(data_path, name=name, namespace=namespace, metadata=metadata.dict()) + + +if __name__ == "__main__": + s3_address = "s3://127.0.0.1:9000?username=admin&password=12345678" + namespace = "upload" + name = "host" + file = 'examples/data/breast_hetero_host.csv' + + meta = { + "delimiter": ",", + "match_id_name": "id" + } + upload_data(s3_address=s3_address, namespace=namespace, name=name, file=file, meta=meta) From abc44e106f0e6ee62511aaa623d66b5cc7c25bc1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 4 Dec 2023 19:53:14 +0800 Subject: [PATCH 345/482] set default fate path Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/utils/file_utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/utils/file_utils.py b/python/fate_flow/utils/file_utils.py index 2d6c5586b..371be79eb 100644 --- a/python/fate_flow/utils/file_utils.py +++ b/python/fate_flow/utils/file_utils.py @@ -43,7 +43,7 @@ def get_project_base_directory(*args): def get_fate_python_path(): global FATE_PYTHON_PATH - if FATE_PYTHON_PATH is None: + if not FATE_PYTHON_PATH: FATE_PYTHON_PATH = get_project_base_directory("fate", "python") if not os.path.exists(FATE_PYTHON_PATH): FATE_PYTHON_PATH = get_project_base_directory("python") From cba27f40a17fc206acc54d724157cb6eafd7a77b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 4 Dec 2023 19:53:48 +0800 Subject: [PATCH 346/482] destroy upload table Signed-off-by: zhihuiwan <15779896112@163.com> --- .../hub/components_wraps/fate/_wraps.py | 24 +++++++++++++++++-- 1 file changed, 22 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/hub/components_wraps/fate/_wraps.py b/python/fate_flow/hub/components_wraps/fate/_wraps.py index c9ab007fb..52cf5a60e 100644 --- a/python/fate_flow/hub/components_wraps/fate/_wraps.py +++ b/python/fate_flow/hub/components_wraps/fate/_wraps.py @@ -24,7 +24,7 @@ import yaml from fate_flow.engine.backend import build_backend -from fate_flow.engine.storage import StorageEngine +from fate_flow.engine.storage import StorageEngine, DataType, Session from fate_flow.entity.code import ReturnCode from fate_flow.entity.spec.dag import PreTaskConfigSpec, DataWarehouseChannelSpec, ComponentIOArtifactsTypeSpec, \ TaskConfigSpec, ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ @@ -47,6 +47,7 @@ def __init__(self, config: PreTaskConfigSpec): self.mlmd = self.load_mlmd(config.mlmd) self.backend = build_backend(backend_name=self.config.conf.computing.type, launcher_name=self.config.launcher_name) self._component_define = None + self._destroy_temp_data = [] @property def task_info(self): @@ -88,6 +89,7 @@ def run(self): logger.error(e) finally: self.report_status(code, exceptions) + self.destroy(code) if code: sys.exit(code) @@ -456,7 +458,10 @@ def _intput_data_artifacts(self, key, channel): data = resp_data[0] schema = data.get("meta", {}) meta.metadata.metadata.update({"schema": schema}) - + meta.type_name = data.get("data_type") + if meta.type_name == DataType.TABLE: + # destroy table data + self._destroy_temp_data.append((data.get("namespace"), data.get("name"))) meta.uri = data.get("path") source = data.get("source", {}) if source: @@ -582,6 +587,21 @@ def report_status(self, code, error=""): def task_end_with_success(code): return code == 0 + def destroy(self, code): + if self.task_end_with_success(code): + for namespace, name in self._destroy_temp_data: + try: + logger.info(f"destroy table {namespace}, {name}") + with Session() as sess: + table = sess.get_table( + name=name, + namespace=namespace + ) + table.destroy() + logger.info(f"destroy table success") + except Exception as e: + logger.error(e) + @staticmethod def load_mlmd(mlmd): if mlmd.type == "flow": From 8279a28978befc26439be2ad8cafd6647909762d Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 4 Dec 2023 20:25:33 +0800 Subject: [PATCH 347/482] update eggroll default conf Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/service_conf.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index 5c4fb4cb5..e77e70853 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -80,7 +80,7 @@ computing: cores: 32 eggroll: cores: 32 - nodes: 2 + nodes: 1 spark: # default use SPARK_HOME environment variable home: From 13cfd2fc4011141f168592bb8ad3b926bc5760ce Mon Sep 17 00:00:00 2001 From: sagewe Date: Wed, 23 Aug 2023 10:50:49 +0800 Subject: [PATCH 348/482] refactor service launch script Signed-off-by: sagewe Signed-off-by: zhihuiwan <15779896112@163.com> --- bin/service.sh | 473 +++++++++++++++++++++++++++++++++++++------------ 1 file changed, 355 insertions(+), 118 deletions(-) diff --git a/bin/service.sh b/bin/service.sh index 5f213fd75..72003936e 100644 --- a/bin/service.sh +++ b/bin/service.sh @@ -1,5 +1,4 @@ #!/bin/bash - # # Copyright 2019 The FATE Authors. All Rights Reserved. # @@ -15,172 +14,410 @@ # See the License for the specific language governing permissions and # limitations under the License. # +# ----------------------------------------------------------------------------- +# Service Control Script for a FATE Flow Server Application +# ----------------------------------------------------------------------------- +# +# This script is used to manage the lifecycle (start, stop, restart, and check status) of a server application. +# The server application listens on two ports: an HTTP port and a gRPC port. +# The settings for these ports, as well as other configurations, are read from a YAML file. +# +# Dependencies: +# - lsof: To check which processes are listening on which ports. +# - sed, awk: For text processing, mainly for parsing the YAML configuration. +# +# Usage: +# ./service.sh {start|stop|status|restart [sleep_time]} +# sleep_time: Optional. Number of seconds to wait between stop and start during restart. Default is 10 seconds. +# +# Assumptions: +# - The script assumes the presence of a configuration file named 'service_conf.yaml' in a relative directory. +# - The configuration file is structured in a specific way that the parsing logic expects. +# +# ----------------------------------------------------------------------------- -if [[ -z "${FATE_PROJECT_BASE}" ]]; then - PROJECT_BASE=$(cd "$(dirname "$0")";cd ../;cd ../;pwd) -else - PROJECT_BASE="${FATE_PROJECT_BASE}" -fi -FATE_FLOW_BASE=${PROJECT_BASE}/fate_flow -echo "PROJECT_BASE: "${PROJECT_BASE} - -# source init_env.sh -INI_ENV_SCRIPT=${FATE_FLOW_BASE}/bin/init_env.sh -echo $INI_ENV_SCRIPT -if test -f "${INI_ENV_SCRIPT}"; then - source $INI_ENV_SCRIPT - echo "PYTHONPATH: "${PYTHONPATH} -else - echo "file not found: ${INI_ENV_SCRIPT}" - exit -fi - -log_dir=${FATE_FLOW_BASE}/logs - -module=fate_flow_server.py - -parse_yaml() { - local prefix=$2 - local s='[[:space:]]*' w='[a-zA-Z0-9_]*' fs=$(echo @|tr @ '\034') - sed -ne "s|^\($s\)\($w\)$s:$s\"\(.*\)\"$s\$|\1$fs\2$fs\3|p" \ - -e "s|^\($s\)\($w\)$s:$s\(.*\)$s\$|\1$fs\2$fs\3|p" $1 | - awk -F$fs '{ - indent = length($1)/2; - vname[indent] = $2; - for (i in vname) {if (i > indent) {delete vname[i]}} - if (length($3) > 0) { - vn=""; for (i=0; i/dev/null; then + print_error "Missing dependency" "$dep" + missing_deps=1 + fi + done + + if [ "$missing_deps" -eq 1 ]; then + print_error "Please install the missing dependencies and try again." + exit 1 fi } -status() { - getpid - if [[ -n ${pid} ]]; then - echo "status:`ps aux | grep ${pid} | grep -v grep`" - lsof -i:${service_config_fateflow_http_port} | grep 'LISTEN' - lsof -i:${service_config_fateflow_grpc_port} | grep 'LISTEN' +# Get the PID of the process using a specific port +get_pid() { + local port=$1 + lsof -i:${port} | grep 'LISTEN' | awk 'NR==1 {print $2}' +} + +# Extract the specified port from a specified section of the YAML file +get_port_from_yaml() { + local yaml_file=$1 + local section=$2 + local port_key=$3 + local s='[[:space:]]*' + local w='[a-zA-Z0-9_]*' + local fs=$(echo @ | tr @ '\034') # Set fs back to the ASCII "file separator" + + sed -ne "s|^\($s\)\($w\)$s:$s\"\(.*\)\"$s\$|\1$fs\2$fs\3|p" \ + -e "s|^\($s\)\($w\)$s:$s\(.*\)$s\$|\1$fs\2$fs\3|p" $yaml_file | + awk -F$fs -v section="$section" -v port_key="$port_key" ' + { + indent = length($1)/2; + vname[indent] = $2; + for (i in vname) {if (i > indent) {delete vname[i]}} + if (length($3) > 0) { + vn=""; + for (i=0; i> "${log_dir}/console.log" 2>>"${log_dir}/error.log" - unset FATE_PROJECT_BASE - else - export FATE_PROJECT_BASE=${PROJECT_BASE} - nohup python ${FATE_FLOW_BASE}/python/fate_flow/fate_flow_server.py >> "${log_dir}/console.log" 2>>"${log_dir}/error.log" & - unset FATE_PROJECT_BASE +# --------------- Functions for start--------------- +# Check if the service is up and running +check_service_up() { + local pid=$1 + local timeout_ms=$2 + local interval_ms=$3 + local http_port=$4 + local grpc_port=$5 + local elapsed_ms=0 + local spin_state=0 + + while ((elapsed_ms < timeout_ms)); do + if ! kill -0 "${pid}" 2>/dev/null; then + print_error "Process with PID ${pid} is not running." "" "overwrite" + echo + return 1 fi - for((i=1;i<=100;i++)); - do - sleep 0.1 - getpid - if [[ -n ${pid} ]]; then - echo "service start sucessfully. pid: ${pid}" - return - fi - done - if [[ -n ${pid} ]]; then - echo "service start sucessfully. pid: ${pid}" - else - echo "service start failed, please check ${log_dir}/error.log and ${log_dir}/console.log" + + if lsof -i :${http_port} | grep -q LISTEN && lsof -i :${grpc_port} | grep -q LISTEN; then + print_ok "Service started successfully!" "overwrite" + echo + return 0 fi + + # Update spinning wheel + case $spin_state in + 0) spinner_char="/" ;; + 1) spinner_char="-" ;; + 2) spinner_char="\\" ;; + 3) spinner_char="|" ;; + esac + print_info "$spinner_char" "overwrite" + spin_state=$(((spin_state + 1) % 4)) + sleep $((interval_ms / 1000)).$((interval_ms % 1000)) + elapsed_ms=$((elapsed_ms + interval_ms)) + done + print_error "Service did not start up within the expected time." "" "overwrite" + echo + return 1 +} +# Draw a progress bar for visual feedback +draw_progress_bar() { + local completed=$1 + local total=$2 + local msg="$3" + local progress_bar="[" + + # Print completed part + for ((i = 0; i < completed; i++)); do + progress_bar+=" " + done + + # Print pending part + for ((i = completed; i < total; i++)); do + progress_bar+="-" + done + progress_bar+="]${msg}" + print_info "$progress_bar" "overwrite" +} + +# Checks if a port is active and returns the PID of the process using it. +# Parameters: +# $1 - The port number to check. +# Returns: +# PID of the process using the port, or an empty string if the port is not active. +check_port_active() { + local port=$1 + lsof -i:${port} | grep 'LISTEN' | awk 'NR==1 {print $2}' +} + +# Start service +start() { + print_info "--------------------------------starting--------------------------------" + print_info "Verifying if HTTP port ${highlight_c}${http_port}${esc_c} is not active..." + pid1=$(check_port_active $http_port) + if [ -n "${pid1}" ]; then + print_error "HTTP port ${highlight_c}${http_port}${esc_c} is already active. Process ID (PID): ${highlight_c}${pid1}${esc_c}" + exit 1 else - echo "service already started. pid: ${pid}" + print_ok "HTTP port ${highlight_c}${http_port}${esc_c} not active" + fi + + print_info "Verifying if gRPC port ${highlight_c}${grpc_port}${esc_c} is not active..." + pid2=$(check_port_active $grpc_port) + if [ -n "${pid2}" ]; then + print_error "gRPC port ${highlight_c}${grpc_port}${esc_c} is already active. Process ID (PID): ${highlight_c}${pid2}${esc_c}" + exit 1 + else + print_ok "gRPC port ${highlight_c}${grpc_port}${esc_c} not active" + fi + + print_info "Starting services..." + local startup_error_tmp=$(mktemp) + if [ "$1" = "front" ]; then + exec FATE_PROJECT_BASE="${PROJECT_BASE}" python "${FATE_FLOW_BASE}/python/fate_flow/fate_flow_server.py" >>"${LOG_STDOUT}" 2>>"${LOG_STDERR}" + else + export FATE_PROJECT_BASE="${PROJECT_BASE}" + nohup python "${FATE_FLOW_BASE}/python/fate_flow/fate_flow_server.py" >>"${LOG_STDOUT}" 2> >(tee -a "${LOG_STDERR}" >>"${startup_error_tmp}") & + unset FATE_PROJECT_BASE + pid=$! + print_info "Process ID (PID): ${highlight_c}${pid}${esc_c}" + if ! check_service_up "${pid}" 5000 250 ${http_port} ${grpc_port}; then + print_info "stderr:" + cat "${startup_error_tmp}" + rm "${startup_error_tmp}" + print_info "Please check ${LOG_STDERR} and ${LOG_STDOUT} for more details" + exit 1 + fi fi } -stop() { - getpid - if [[ -n ${pid} ]]; then - echo "killing: `ps aux | grep ${pid} | grep -v grep`" - for((i=1;i<=100;i++)); - do +# --------------- Functions for stop--------------- +# Function to kill a process +kill_process() { + local pid=$1 + local signal=$2 + kill ${signal} "${pid}" 2>/dev/null +} + +# Stop service +stop_port() { + local port=$1 + local name=$2 + local pid=$(get_pid ${port}) + + print_info "Stopping $name ${highlight_c}${port}${esc_c}..." + if [ -n "${pid}" ]; then + for _ in {1..100}; do sleep 0.1 - kill ${pid} - getpid - if [[ ! -n ${pid} ]]; then - echo "killed by SIGTERM" + kill_process "${pid}" + pid=$(get_pid ${port}) + if [ -z "${pid}" ]; then + print_ok "Stop $name ${highlight_c}${port}${esc_c} success (SIGTERM)" return fi done - kill -9 ${pid} - if [[ $? -eq 0 ]]; then - echo "killed by SIGKILL" + kill_process "${pid}" -9 && print_ok "Stop port success (SIGKILL)" || print_error "Stop port failed" + else + print_ok "Stop $name ${highlight_c}${port}${esc_c} success(NOT ACTIVE)" + fi +} +stop() { + print_info "--------------------------------stopping--------------------------------" + stop_port ${http_port} "HTTP port" + stop_port ${grpc_port} "gRPC port" +} + +# --------------- Functions for status--------------- +# Check the status of the service +status() { + print_info "---------------------------------status---------------------------------" + # Check http_port + pid1=$(check_port_active $http_port) + if [ -n "${pid1}" ]; then + print_ok "Check http port ${highlight_c}${http_port}${esc_c} is active: PID=${highlight_c}${pid1}${esc_c}" + else + print_error "http port not active" + fi + + # Check grpc_port + pid2=$(check_port_active $grpc_port) + if [ -n "${pid2}" ]; then + print_ok "Check grpc port ${highlight_c}${grpc_port}${esc_c} is active: PID=${highlight_c}${pid2}${esc_c}" + else + print_error "grpc port not active" + fi + + # Check if both PIDs are the same + if [ -n "${pid1}" ] && [ -n "${pid2}" ]; then + if [ "${pid1}" == "${pid2}" ]; then + print_ok "Check http port and grpc port from same process: PID=${highlight_c}${pid2}${esc_c}" else - echo "kill error" + print_error "Found http port and grpc port active but from different process: ${highlight_c}${pid2}${esc_c}!=${highlight_c}${pid2}${esc_c}" fi - else - echo "service not running" fi } +# --------------- Functions for info--------------- +# Print usage information for the script +print_usage() { + echo -e "${ok_c}FATE Flow${esc_c}" + echo "---------" + echo -e "${ok_c}Usage:${esc_c}" + echo -e " $0 start - Start the server application." + echo -e " $0 stop - Stop the server application." + echo -e " $0 status - Check and report the status of the server application." + echo -e " $0 restart [time] - Restart the server application. Optionally, specify a sleep time (in seconds) between stop and start." + echo "" + echo -e "${ok_c}Examples:${esc_c}" + echo " $0 start" + echo " $0 restart 5" + echo "" + echo -e "${ok_c}Notes:${esc_c}" + echo " - The restart command, if given an optional sleep time, will wait for the specified number of seconds between stopping and starting the service." + echo " If not provided, it defaults to 10 seconds." + echo " - Ensure that the required configuration file 'service_conf.yaml' is properly set up in the expected directory." + echo "" + echo "For more detailed information, refer to the script's documentation or visit the official documentation website." +} +# --------------- Main--------------- +# Main case for control case "$1" in start) + load_config start status ;; - starting) + load_config start front ;; - stop) + load_config stop ;; - status) + load_config status ;; - restart) + load_config stop - sleep 10 + sleep_time=${2:-5} + print_info "Waiting ${sleep_time} seconds" + sleep $sleep_time start status ;; *) - echo "usage: $0 {start|stop|status|restart}" - exit -1 + print_usage + exit 1 + ;; esac From b1c60752308df9cb0afc5ed4c32db49e9715ab75 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 5 Dec 2023 11:07:04 +0800 Subject: [PATCH 349/482] update server commands Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/commands/server_cli.py | 2 +- python/fate_flow/commands/service.sh | 430 ++++++++++++++++++------ 2 files changed, 337 insertions(+), 95 deletions(-) diff --git a/python/fate_flow/commands/server_cli.py b/python/fate_flow/commands/server_cli.py index b0147e98a..83bc3e24e 100644 --- a/python/fate_flow/commands/server_cli.py +++ b/python/fate_flow/commands/server_cli.py @@ -182,7 +182,7 @@ def init_server(ip, port, home): def run_command(command): try: - command = f"sh {SERVICE_SH} {HOME} {command}" + command = f"bash {SERVICE_SH} {HOME} {command}" result = subprocess.run(command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True, text=True) if result.returncode == 0: print(result.stdout) diff --git a/python/fate_flow/commands/service.sh b/python/fate_flow/commands/service.sh index 6e82dc27c..ebcd442a4 100644 --- a/python/fate_flow/commands/service.sh +++ b/python/fate_flow/commands/service.sh @@ -1,5 +1,4 @@ #!/bin/bash - # # Copyright 2019 The FATE Authors. All Rights Reserved. # @@ -15,148 +14,391 @@ # See the License for the specific language governing permissions and # limitations under the License. # +# ----------------------------------------------------------------------------- +# Service Control Script for a FATE Flow Server Application +# ----------------------------------------------------------------------------- +# +# This script is used to manage the lifecycle (start, stop, restart, and check status) of a server application. +# The server application listens on two ports: an HTTP port and a gRPC port. +# The settings for these ports, as well as other configurations, are read from a YAML file. +# +# Dependencies: +# - lsof: To check which processes are listening on which ports. +# - sed, awk: For text processing, mainly for parsing the YAML configuration. +# +# Usage: +# ./service.sh {start|stop|status|restart [sleep_time]} +# sleep_time: Optional. Number of seconds to wait between stop and start during restart. Default is 10 seconds. +# +# Assumptions: +# - The script assumes the presence of a configuration file named 'service_conf.yaml' in a relative directory. +# - The configuration file is structured in a specific way that the parsing logic expects. +# +# ----------------------------------------------------------------------------- +FATE_FLOW_BASE=$1 +LOG_DIR=$FATE_FLOW_BASE/logs + + +# --------------- Color Definitions --------------- +esc_c="\e[0m" +error_c="\e[31m" +ok_c="\e[32m" +highlight_c="\e[43m" -PROJECT_BASE=$1 -LOG_DIR=$PROJECT_BASE/logs - - -parse_yaml() { - local prefix=$2 - local s='[[:space:]]*' w='[a-zA-Z0-9_]*' fs=$(echo @|tr @ '\034') - sed -ne "s|^\($s\)\($w\)$s:$s\"\(.*\)\"$s\$|\1$fs\2$fs\3|p" \ - -e "s|^\($s\)\($w\)$s:$s\(.*\)$s\$|\1$fs\2$fs\3|p" $1 | - awk -F$fs '{ - indent = length($1)/2; - vname[indent] = $2; - for (i in vname) {if (i > indent) {delete vname[i]}} - if (length($3) > 0) { - vn=""; for (i=0; i/dev/null; then + print_error "Missing dependency" "$dep" + missing_deps=1 + fi + done + + if [ "$missing_deps" -eq 1 ]; then + print_error "Please install the missing dependencies and try again." + exit 1 fi } -status() { - getpid - if [[ -n ${pid} ]]; then - echo "status:`ps aux | grep ${pid} | grep -v grep`" - lsof -i:${service_config_fateflow_http_port} | grep 'LISTEN' - lsof -i:${service_config_fateflow_grpc_port} | grep 'LISTEN' +# Get the PID of the process using a specific port +get_pid() { + local port=$1 + lsof -i:${port} | grep 'LISTEN' | awk 'NR==1 {print $2}' +} + +# Extract the specified port from a specified section of the YAML file +get_port_from_yaml() { + local yaml_file=$1 + local section=$2 + local port_key=$3 + local s='[[:space:]]*' + local w='[a-zA-Z0-9_]*' + local fs=$(echo @ | tr @ '\034') # Set fs back to the ASCII "file separator" + + sed -ne "s|^\($s\)\($w\)$s:$s\"\(.*\)\"$s\$|\1$fs\2$fs\3|p" \ + -e "s|^\($s\)\($w\)$s:$s\(.*\)$s\$|\1$fs\2$fs\3|p" $yaml_file | + awk -F$fs -v section="$section" -v port_key="$port_key" ' + { + indent = length($1)/2; + vname[indent] = $2; + for (i in vname) {if (i > indent) {delete vname[i]}} + if (length($3) > 0) { + vn=""; + for (i=0; i> "${LOG_DIR}/console.log" 2>>"${LOG_DIR}/error.log" - else - nohup python $PROJECT_BASE/fate_flow_server.py >> "${LOG_DIR}/console.log" 2>>"${LOG_DIR}/error.log" & +# --------------- Functions for start--------------- +# Check if the service is up and running +check_service_up() { + local pid=$1 + local timeout_ms=$2 + local interval_ms=$3 + local http_port=$4 + local grpc_port=$5 + local elapsed_ms=0 + local spin_state=0 + + while ((elapsed_ms < timeout_ms)); do + if ! kill -0 "${pid}" 2>/dev/null; then + print_error "Process with PID ${pid} is not running." "" "overwrite" + echo + return 1 fi - for((i=1;i<=100;i++)); - do - sleep 0.1 - getpid - if [[ -n ${pid} ]]; then - echo "service start sucessfully. pid: ${pid}" - return - fi - done - if [[ -n ${pid} ]]; then - echo "service start sucessfully. pid: ${pid}" - else - echo "service start failed, please check ${LOG_DIR}/error.log and ${LOG_DIR}/console.log" + + if lsof -i :${http_port} | grep -q LISTEN && lsof -i :${grpc_port} | grep -q LISTEN; then + print_ok "Service started successfully!" "overwrite" + echo + return 0 fi + + # Update spinning wheel + case $spin_state in + 0) spinner_char="/" ;; + 1) spinner_char="-" ;; + 2) spinner_char="\\" ;; + 3) spinner_char="|" ;; + esac + print_info "$spinner_char" "overwrite" + spin_state=$(((spin_state + 1) % 4)) + sleep $((interval_ms / 1000)).$((interval_ms % 1000)) + elapsed_ms=$((elapsed_ms + interval_ms)) + done + print_error "Service did not start up within the expected time." "" "overwrite" + echo + return 1 +} +# Draw a progress bar for visual feedback +draw_progress_bar() { + local completed=$1 + local total=$2 + local msg="$3" + local progress_bar="[" + + # Print completed part + for ((i = 0; i < completed; i++)); do + progress_bar+=" " + done + + # Print pending part + for ((i = completed; i < total; i++)); do + progress_bar+="-" + done + progress_bar+="]${msg}" + print_info "$progress_bar" "overwrite" +} + +# Checks if a port is active and returns the PID of the process using it. +# Parameters: +# $1 - The port number to check. +# Returns: +# PID of the process using the port, or an empty string if the port is not active. +check_port_active() { + local port=$1 + lsof -i:${port} | grep 'LISTEN' | awk 'NR==1 {print $2}' +} + +# Start service +start() { + print_info "--------------------------------starting--------------------------------" + print_info "Verifying if HTTP port ${highlight_c}${http_port}${esc_c} is not active..." + pid1=$(check_port_active $http_port) + if [ -n "${pid1}" ]; then + print_error "HTTP port ${highlight_c}${http_port}${esc_c} is already active. Process ID (PID): ${highlight_c}${pid1}${esc_c}" + exit 1 else - echo "service already started. pid: ${pid}" + print_ok "HTTP port ${highlight_c}${http_port}${esc_c} not active" + fi + + print_info "Verifying if gRPC port ${highlight_c}${grpc_port}${esc_c} is not active..." + pid2=$(check_port_active $grpc_port) + if [ -n "${pid2}" ]; then + print_error "gRPC port ${highlight_c}${grpc_port}${esc_c} is already active. Process ID (PID): ${highlight_c}${pid2}${esc_c}" + exit 1 + else + print_ok "gRPC port ${highlight_c}${grpc_port}${esc_c} not active" + fi + + print_info "Starting services..." + local startup_error_tmp=$(mktemp) + # nohup python "${FATE_FLOW_BASE}/fate_flow_server.py" >>"${LOG_STDOUT}" 2> >(tee -a "${LOG_STDERR}" >>"${startup_error_tmp}") & + nohup python $FATE_FLOW_BASE/fate_flow_server.py >> "${LOG_STDOUT}" 2>>"${LOG_STDERR}" & + pid=$! + print_info "Process ID (PID): ${highlight_c}${pid}${esc_c}" + if ! check_service_up "${pid}" 5000 250 ${http_port} ${grpc_port}; then + print_info "stderr:" + cat "${startup_error_tmp}" + rm "${startup_error_tmp}" + print_info "Please check ${LOG_STDERR} and ${LOG_STDOUT} for more details" + exit 1 fi } -stop() { - getpid - if [[ -n ${pid} ]]; then - echo "killing: `ps aux | grep ${pid} | grep -v grep`" - for((i=1;i<=100;i++)); - do +# --------------- Functions for stop--------------- +# Function to kill a process +kill_process() { + local pid=$1 + local signal=$2 + kill ${signal} "${pid}" 2>/dev/null +} + +# Stop service +stop_port() { + local port=$1 + local name=$2 + local pid=$(get_pid ${port}) + + print_info "Stopping $name ${highlight_c}${port}${esc_c}..." + if [ -n "${pid}" ]; then + for _ in {1..100}; do sleep 0.1 - kill ${pid} - getpid - if [[ ! -n ${pid} ]]; then - echo "killed by SIGTERM" + kill_process "${pid}" + pid=$(get_pid ${port}) + if [ -z "${pid}" ]; then + print_ok "Stop $name ${highlight_c}${port}${esc_c} success (SIGTERM)" return fi done - kill -9 ${pid} - if [[ $? -eq 0 ]]; then - echo "killed by SIGKILL" + kill_process "${pid}" -9 && print_ok "Stop port success (SIGKILL)" || print_error "Stop port failed" + else + print_ok "Stop $name ${highlight_c}${port}${esc_c} success(NOT ACTIVE)" + fi +} +stop() { + print_info "--------------------------------stopping--------------------------------" + stop_port ${http_port} "HTTP port" + stop_port ${grpc_port} "gRPC port" +} + +# --------------- Functions for status--------------- +# Check the status of the service +status() { + print_info "---------------------------------status---------------------------------" + # Check http_port + pid1=$(check_port_active $http_port) + if [ -n "${pid1}" ]; then + print_ok "Check http port ${highlight_c}${http_port}${esc_c} is active: PID=${highlight_c}${pid1}${esc_c}" + else + print_error "http port not active" + fi + + # Check grpc_port + pid2=$(check_port_active $grpc_port) + if [ -n "${pid2}" ]; then + print_ok "Check grpc port ${highlight_c}${grpc_port}${esc_c} is active: PID=${highlight_c}${pid2}${esc_c}" + else + print_error "grpc port not active" + fi + + # Check if both PIDs are the same + if [ -n "${pid1}" ] && [ -n "${pid2}" ]; then + if [ "${pid1}" == "${pid2}" ]; then + print_ok "Check http port and grpc port from same process: PID=${highlight_c}${pid2}${esc_c}" else - echo "kill error" + print_error "Found http port and grpc port active but from different process: ${highlight_c}${pid2}${esc_c}!=${highlight_c}${pid2}${esc_c}" fi - else - echo "service not running" fi } +# --------------- Functions for info--------------- +# Print usage information for the script +print_usage() { + echo -e "${ok_c}FATE Flow${esc_c}" + echo "---------" + echo -e "${ok_c}Usage:${esc_c}" + echo -e " $0 start - Start the server application." + echo -e " $0 stop - Stop the server application." + echo -e " $0 status - Check and report the status of the server application." + echo -e " $0 restart [time] - Restart the server application. Optionally, specify a sleep time (in seconds) between stop and start." + echo "" + echo -e "${ok_c}Examples:${esc_c}" + echo " $0 start" + echo " $0 restart 5" + echo "" + echo -e "${ok_c}Notes:${esc_c}" + echo " - The restart command, if given an optional sleep time, will wait for the specified number of seconds between stopping and starting the service." + echo " If not provided, it defaults to 10 seconds." + echo " - Ensure that the required configuration file 'service_conf.yaml' is properly set up in the expected directory." + echo "" + echo "For more detailed information, refer to the script's documentation or visit the official documentation website." +} +# --------------- Main--------------- +# Main case for control case "$2" in start) + load_config start status ;; - starting) + load_config start front ;; - stop) + load_config stop ;; - status) + load_config status ;; - restart) + load_config stop - sleep 2 + sleep_time=${2:-5} + print_info "Waiting ${sleep_time} seconds" + sleep $sleep_time start status ;; *) - echo "usage: $0 {start|stop|status|restart}" - exit -1 + print_usage + exit 1 + ;; esac From 73f97b7b37b7ea08f260f69919c5a0d5907d55de Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 5 Dec 2023 17:19:58 +0800 Subject: [PATCH 350/482] update osx system config Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/service_conf.yaml | 9 +++--- python/fate_flow/controller/parser.py | 26 ++++++++++++----- python/fate_flow/entity/types/_federation.py | 5 ++++ python/fate_flow/utils/api_utils.py | 30 +++++++++++--------- 4 files changed, 44 insertions(+), 26 deletions(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index e77e70853..a4b65d7ac 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -9,7 +9,7 @@ fateflow: host: 127.0.0.1 http_port: 9380 grpc_port: 9360 - proxy_name: rollsite + proxy_name: osx nginx: host: http_port: @@ -32,7 +32,7 @@ database: path: default_engines: computing: standalone - federation: standalone + federation: osx storage: standalone default_provider: name: fate @@ -69,12 +69,11 @@ federation: # mode: replication / client, default: replication mode: replication max_message_size: 1048576 - rollsite: - host: 127.0.0.1 - port: 9370 osx: host: 127.0.0.1 port: 9370 + # stream or queue + mode: queue computing: standalone: cores: 32 diff --git a/python/fate_flow/controller/parser.py b/python/fate_flow/controller/parser.py index fd06fee72..0ee66b973 100644 --- a/python/fate_flow/controller/parser.py +++ b/python/fate_flow/controller/parser.py @@ -25,7 +25,7 @@ PulsarFederationSpec, RabbitMQFederationSpec, FlowLogger, MLMDSpec, TaskRuntimeConfSpec, \ DAGSchema, DAGSpec, PreTaskConfigSpec, FlowRuntimeInputArtifacts, OutputArtifactType from fate_flow.entity.types import EngineType, FederationEngine, DataSet, InputArtifactType, ArtifactSourceType, \ - ComputingEngine + ComputingEngine, OSXMode from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.runtime.system_settings import ENGINES, PROXY, FATE_FLOW_CONF_PATH, HOST, HTTP_PORT, PROTOCOL, \ @@ -262,7 +262,7 @@ def generate_federation_conf(self): "parties": parties_info } engine_name = ENGINES.get(EngineType.FEDERATION).lower() - proxy_conf = PROXY.get(engine_name, {}) + proxy_conf = copy.deepcopy(PROXY.get(engine_name, {})) if engine_name == FederationEngine.STANDALONE: spec = StandaloneFederationSpec(type=engine_name, metadata=StandaloneFederationSpec.MetadataSpec( federation_id=self.federation_id, parties=parties)) @@ -273,11 +273,23 @@ def generate_federation_conf(self): rollsite_config=RollSiteFederationSpec.MetadataSpec.RollSiteConfig(**proxy_conf) )) elif engine_name == FederationEngine.OSX: - spec = OSXFederationSpec(type=engine_name, metadata=OSXFederationSpec.MetadataSpec( - federation_id=self.federation_id, - parties=parties, - osx_config=OSXFederationSpec.MetadataSpec.OSXConfig(**proxy_conf) - )) + mode = proxy_conf.pop("mode", OSXMode.QUEUE) + if mode == OSXMode.QUEUE: + spec = OSXFederationSpec(type=engine_name, metadata=OSXFederationSpec.MetadataSpec( + federation_id=self.federation_id, + parties=parties, + osx_config=OSXFederationSpec.MetadataSpec.OSXConfig(**proxy_conf) + )) + elif mode == OSXMode.STREAM: + spec = RollSiteFederationSpec( + type=FederationEngine.ROLLSITE, + metadata=RollSiteFederationSpec.MetadataSpec( + federation_id=self.federation_id, + parties=parties, + rollsite_config=RollSiteFederationSpec.MetadataSpec.RollSiteConfig(**proxy_conf) + )) + else: + raise RuntimeError(f"federation engine {engine_name} mode {mode}is not supported") elif engine_name == FederationEngine.PULSAR: route_table_path = os.path.join(FATE_FLOW_CONF_PATH, "pulsar_route_table.yaml") route_table = file_utils.load_yaml_conf(conf_path=route_table_path) diff --git a/python/fate_flow/entity/types/_federation.py b/python/fate_flow/entity/types/_federation.py index 7ca3d1c1c..41b2e6555 100644 --- a/python/fate_flow/entity/types/_federation.py +++ b/python/fate_flow/entity/types/_federation.py @@ -18,6 +18,11 @@ class CoordinationCommunicationProtocol(object): GRPC = "grpc" +class OSXMode(object): + STREAM = "stream" + QUEUE = "queue" + + class FederatedMode(object): SINGLE = "SINGLE" MULTIPLE = "MULTIPLE" diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index b36410953..6c669c00d 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -125,25 +125,27 @@ def _wrapper(*args, **kwargs): def get_federated_proxy_address(): # protocol = CoordinationCommunicationProtocol.HTTP + proxy_name = PROXY_NAME if ENGINES.get("federated_mode") == FederatedMode.SINGLE: return HOST, HTTP_PORT, CoordinationCommunicationProtocol.HTTP, PROXY_NAME - if PROXY_NAME == CoordinationProxyService.OSX: - host = PROXY.get(PROXY_NAME).get("host") - port = PROXY.get(PROXY_NAME).get("port") - protocol = CoordinationCommunicationProtocol.HTTP - - elif PROXY_NAME == CoordinationProxyService.ROLLSITE: - host = PROXY.get(PROXY_NAME).get("host") - port = PROXY.get(PROXY_NAME).get("port") + if proxy_name == CoordinationProxyService.OSX: + host = PROXY.get(proxy_name).get("host") + port = PROXY.get(proxy_name).get("port") + proxy_name = CoordinationProxyService.ROLLSITE protocol = CoordinationCommunicationProtocol.GRPC - elif PROXY_NAME == CoordinationProxyService.NGINX: - protocol = PROXY.get(PROXY_NAME).get("protocol", "http") - host = PROXY.get(PROXY_NAME).get(f"host") - port = PROXY.get(PROXY_NAME).get(f"{protocol}_port") + elif proxy_name == CoordinationProxyService.ROLLSITE: + host = PROXY.get(proxy_name).get("host") + port = PROXY.get(proxy_name).get("port") + protocol = CoordinationCommunicationProtocol.GRPC + + elif proxy_name == CoordinationProxyService.NGINX: + protocol = PROXY.get(proxy_name).get("protocol", "http") + host = PROXY.get(proxy_name).get(f"host") + port = PROXY.get(proxy_name).get(f"{protocol}_port") else: - raise RuntimeError(f"can not support coordinate proxy {PROXY_NAME}， all proxy {PROXY.keys()}") - return host, port, protocol, PROXY_NAME + raise RuntimeError(f"Can not support coordinate proxy {proxy_name}， all proxy {PROXY.keys()}") + return host, port, protocol, proxy_name def generate_headers(party_id, body, initiator_party_id=""): From 989ac249de9c522d0e6cbe2e7017586bd736ecd9 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 5 Dec 2023 17:20:23 +0800 Subject: [PATCH 351/482] update osx system config Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/service_conf.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index a4b65d7ac..f63cbe49b 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -32,7 +32,7 @@ database: path: default_engines: computing: standalone - federation: osx + federation: standalone storage: standalone default_provider: name: fate From e5e0a1e1c20c8bdc5e3a6f1244fde9b21d0baeae Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Dec 2023 14:49:35 +0800 Subject: [PATCH 352/482] update engine Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/job_default_config.yaml | 4 - examples/deepspeed/nn_ds.yaml | 268 ++++++++++++++++++ examples/transformer/transformer_guest.json | 4 +- examples/transformer/transformer_host.json | 4 +- python/fate_flow/apps/worker/worker_app.py | 11 +- .../components/components/download.py | 18 +- .../fate_flow/components/components/upload.py | 43 ++- python/fate_flow/components/cpn.py | 4 +- python/fate_flow/components/entrypoint/cli.py | 12 +- python/fate_flow/controller/job.py | 4 +- python/fate_flow/controller/parser.py | 6 +- python/fate_flow/controller/task.py | 18 +- python/fate_flow/db/db_models.py | 1 - .../engine/backend/_eggroll_deepspeed.py | 2 + python/fate_flow/entity/spec/dag/__init__.py | 4 +- python/fate_flow/entity/spec/dag/_device.py | 5 - python/fate_flow/entity/spec/dag/_job.py | 4 +- python/fate_flow/entity/spec/dag/_output.py | 2 +- python/fate_flow/entity/types/_output.py | 9 - .../hub/components_wraps/fate/_wraps.py | 5 +- python/fate_flow/manager/outputs/data.py | 1 - .../manager/service/resource_manager.py | 7 +- .../fate_flow/runtime/job_default_config.py | 1 - python/fate_flow/utils/job_utils.py | 4 +- 24 files changed, 367 insertions(+), 74 deletions(-) create mode 100644 examples/deepspeed/nn_ds.yaml diff --git a/conf/job_default_config.yaml b/conf/job_default_config.yaml index 577d94af6..4409e7549 100644 --- a/conf/job_default_config.yaml +++ b/conf/job_default_config.yaml @@ -21,7 +21,3 @@ task_logger: debug_mode: true task_device: type: CPU -launcher: - deepspeed: - timeout: 21600 # s - world_size: 2 diff --git a/examples/deepspeed/nn_ds.yaml b/examples/deepspeed/nn_ds.yaml new file mode 100644 index 000000000..2ad545d1d --- /dev/null +++ b/examples/deepspeed/nn_ds.yaml @@ -0,0 +1,268 @@ +dag: + conf: + cores: 8 + parties: + - party_id: ['9999'] + role: guest + - party_id: ['10000'] + role: host + - party_id: ['10000'] + role: arbiter + party_tasks: + guest_9999: + parties: + - party_id: ['9999'] + role: guest + tasks: + nn_0: + inputs: + data: + train_data: + data_warehouse: + name: breast_homo_guest + namespace: experiment + roles: [guest] + parameters: + runner_conf: + algo: fedavg + data_collator_conf: null + dataset_conf: null + fed_args_conf: {aggregate_freq: 1, aggregate_strategy: epochs, aggregator: secure_aggregate} + loss_conf: + item_name: BCELoss + kwargs: {reduce: null, reduction: mean, size_average: null, weight: null} + module_name: torch.nn + model_conf: + item_name: load_seq + kwargs: + seq_conf: + 0: + item_name: Linear + kwargs: {bias: true, device: null, dtype: null, in_features: 30, + out_features: 16} + module_name: torch.nn + 1: + item_name: ReLU + kwargs: {inplace: false} + module_name: torch.nn + 2: + item_name: Linear + kwargs: {bias: true, device: null, dtype: null, in_features: 16, + out_features: 1} + module_name: torch.nn + 3: + item_name: Sigmoid + kwargs: {} + module_name: torch.nn + module_name: fate.components.components.nn.torch.base + optimizer_conf: + item_name: Adam + kwargs: + amsgrad: false + betas: [0.9, 0.999] + eps: 1e-08 + lr: 0.01 + weight_decay: 0 + module_name: torch.optim + task_type: binary + tokenizer_conf: null + training_args_conf: + deepspeed: + fp16: {enabled: false} + optimizer: + params: {lr: 0.0005} + type: Adam + scheduler: + params: {warmup_min_lr: 0} + type: WarmupLR + train_batch_size: auto + train_micro_batch_size_per_gpu: 16 + zero_optimization: {allgather_bucket_size: 500000000.0, allgather_partitions: true, + contiguous_gradients: true, overlap_comm: false, reduce_bucket_size: 500000000.0, + reduce_scatter: true, stage: 3, stage3_gather_16bit_weights_on_model_save: true} + disable_tqdm: true + logging_strategy: epoch + lr_scheduler_type: constant + num_train_epochs: 10 + per_device_train_batch_size: 64 + save_strategy: no + seed: 114514 + conf: + launcher_name: deepspeed + engine_run: + cores: 4 + host_10000: + parties: + - party_id: ['10000'] + role: host + tasks: + nn_0: + inputs: + data: + train_data: + data_warehouse: + name: breast_homo_host + namespace: experiment + roles: [host] + parameters: + runner_conf: + algo: fedavg + data_collator_conf: null + dataset_conf: null + fed_args_conf: {aggregate_freq: 1, aggregate_strategy: epochs, aggregator: secure_aggregate} + loss_conf: + item_name: BCELoss + kwargs: {reduce: null, reduction: mean, size_average: null, weight: null} + module_name: torch.nn + model_conf: + item_name: load_seq + kwargs: + seq_conf: + 0: + item_name: Linear + kwargs: {bias: true, device: null, dtype: null, in_features: 30, + out_features: 16} + module_name: torch.nn + 1: + item_name: ReLU + kwargs: {inplace: false} + module_name: torch.nn + 2: + item_name: Linear + kwargs: {bias: true, device: null, dtype: null, in_features: 16, + out_features: 1} + module_name: torch.nn + 3: + item_name: Sigmoid + kwargs: {} + module_name: torch.nn + module_name: fate.components.components.nn.torch.base + optimizer_conf: + item_name: Adam + kwargs: + amsgrad: false + betas: [0.9, 0.999] + eps: 1e-08 + lr: 0.01 + weight_decay: 0 + module_name: torch.optim + task_type: binary + tokenizer_conf: null + training_args_conf: + deepspeed: + fp16: {enabled: false} + optimizer: + params: {lr: 0.0005} + type: Adam + scheduler: + params: {warmup_min_lr: 0} + type: WarmupLR + train_batch_size: auto + train_micro_batch_size_per_gpu: 16 + zero_optimization: {allgather_bucket_size: 500000000.0, allgather_partitions: true, + contiguous_gradients: true, overlap_comm: false, reduce_bucket_size: 500000000.0, + reduce_scatter: true, stage: 3, stage3_gather_16bit_weights_on_model_save: true} + disable_tqdm: true + logging_strategy: epoch + lr_scheduler_type: constant + num_train_epochs: 10 + per_device_train_batch_size: 64 + save_strategy: no + seed: 114514 + conf: + launcher_name: deepspeed + engine_run: + cores: 4 + stage: train + tasks: + eval_0: + component_ref: evaluation + dependent_tasks: [nn_0] + inputs: + data: + input_data: + task_output_artifact: + - output_artifact_key: train_data_output + producer_task: nn_0 + roles: [guest] + parameters: + label_column_name: null + metrics: [auc] + predict_column_name: null + parties: + - party_id: ['9999'] + role: guest + stage: default + nn_0: + component_ref: homo_nn + inputs: + data: {} + model: {} + parameters: + runner_conf: + algo: fedavg + data_collator_conf: null + dataset_conf: null + fed_args_conf: {aggregate_freq: 1, aggregate_strategy: epochs, aggregator: secure_aggregate} + loss_conf: + item_name: BCELoss + kwargs: {reduce: null, reduction: mean, size_average: null, weight: null} + module_name: torch.nn + model_conf: + item_name: load_seq + kwargs: + seq_conf: + 0: + item_name: Linear + kwargs: {bias: true, device: null, dtype: null, in_features: 30, + out_features: 16} + module_name: torch.nn + 1: + item_name: ReLU + kwargs: {inplace: false} + module_name: torch.nn + 2: + item_name: Linear + kwargs: {bias: true, device: null, dtype: null, in_features: 16, + out_features: 1} + module_name: torch.nn + 3: + item_name: Sigmoid + kwargs: {} + module_name: torch.nn + module_name: fate.components.components.nn.torch.base + optimizer_conf: + item_name: Adam + kwargs: + amsgrad: false + betas: [0.9, 0.999] + eps: 1e-08 + lr: 0.01 + weight_decay: 0 + module_name: torch.optim + task_type: binary + tokenizer_conf: null + training_args_conf: + deepspeed: + fp16: {enabled: false} + optimizer: + params: {lr: 0.0005} + type: Adam + scheduler: + params: {warmup_min_lr: 0} + type: WarmupLR + train_batch_size: auto + train_micro_batch_size_per_gpu: 16 + zero_optimization: {allgather_bucket_size: 500000000.0, allgather_partitions: true, + contiguous_gradients: true, overlap_comm: false, reduce_bucket_size: 500000000.0, + reduce_scatter: true, stage: 3, stage3_gather_16bit_weights_on_model_save: true} + disable_tqdm: true + logging_strategy: epoch + lr_scheduler_type: constant + num_train_epochs: 10 + per_device_train_batch_size: 64 + save_strategy: no + seed: 114514 +schema_version: 2.0.0.beta + + diff --git a/examples/transformer/transformer_guest.json b/examples/transformer/transformer_guest.json index 7406d774f..a7623f271 100644 --- a/examples/transformer/transformer_guest.json +++ b/examples/transformer/transformer_guest.json @@ -1,8 +1,8 @@ { "namespace": "experiment", - "name": "breast_hetero_guest", + "name": "breast_homo_guest", "data_warehouse": { - "name": "75096508-400c-11ee-8646-16b977118319", + "name": "7e1441e4-9413-11ee-9bb0-16b977118319", "namespace": "upload" } } diff --git a/examples/transformer/transformer_host.json b/examples/transformer/transformer_host.json index 645123fe2..d9bed8fab 100644 --- a/examples/transformer/transformer_host.json +++ b/examples/transformer/transformer_host.json @@ -1,8 +1,8 @@ { "namespace": "experiment", - "name": "breast_hetero_host", + "name": "breast_homo_host", "data_warehouse": { - "name": "b47f68d6-400c-11ee-8646-16b977118319", + "name": "9fa4905c-9413-11ee-9bb0-16b977118319", "namespace": "upload" } } diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index df5fb2bd5..295d1ce40 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -163,11 +163,12 @@ def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name "index": index } OutputDataTracking.create(data_info) - DataManager.create_data_table( - namespace=namespace, name=name, uri=uri, partitions=partitions, - data_meta=meta_data, source=source, data_type=data_type, - count=overview.get("count", None), part_of_data=overview.get("samples", []) - ) + if uri: + DataManager.create_data_table( + namespace=namespace, name=name, uri=uri, partitions=partitions, + data_meta=meta_data, source=source, data_type=data_type, + count=overview.get("count", None), part_of_data=overview.get("samples", []) + ) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") diff --git a/python/fate_flow/components/components/download.py b/python/fate_flow/components/components/download.py index 12b9c3121..66fc3d854 100644 --- a/python/fate_flow/components/components/download.py +++ b/python/fate_flow/components/components/download.py @@ -16,24 +16,27 @@ from fate_flow.components import cpn from fate_flow.engine import storage +from fate_flow.entity.spec.dag import IOMeta, ArtifactOutputSpec, Metadata from fate_flow.errors.server_error import NoFoundTable from fate_flow.manager.outputs.data import DataManager @cpn.component() def download( - config + config, + outputs: IOMeta.OutputMeta ): - download_data(config) + download_data(config, outputs) -def download_data(config): +def download_data(config, outputs: IOMeta.OutputMeta): job_id = config.pop("job_id") download_object = Download() download_object.run( parameters=DownloadParam( **config - ) + ), + outputs=outputs ) @@ -55,7 +58,7 @@ def __init__(self): self.table = None self.data_meta = {} - def run(self, parameters: DownloadParam): + def run(self, parameters: DownloadParam, outputs: IOMeta.OutputMeta): data_table_meta = storage.StorageTableMeta(name=parameters.name, namespace=parameters.namespace) if not data_table_meta: raise NoFoundTable(name=parameters.name, namespace=parameters.namespace) @@ -65,4 +68,9 @@ def run(self, parameters: DownloadParam): output_tables_meta={"data": data_table_meta}, download_dir=download_dir ) + outputs.data = ArtifactOutputSpec( + uri="", + metadata=Metadata(namespace=parameters.namespace, name=parameters.name), + type_name=data_table_meta.data_type, + ).dict() logging.info(f"download data success, download path: {parameters.path}") diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 64d643bff..23fbe08b2 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -12,6 +12,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import json import logging import os import secrets @@ -19,27 +20,30 @@ from fate_flow.components import cpn from fate_flow.engine.storage import Session, StorageEngine, DataType, StorageTableMeta -from fate_flow.entity.spec.dag import ArtifactSource +from fate_flow.entity.spec.dag import IOMeta, ArtifactOutputSpec, Metadata, ArtifactSource, MetricData +from fate_flow.entity.types import JsonMetricArtifactType from fate_flow.manager.outputs.data import DatasetManager from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME from fate_flow.utils.file_utils import get_fate_flow_directory +from fate_flow.utils.io_utils import URI @cpn.component() def upload( - config + config, outputs: IOMeta.OutputMeta ): - upload_data(config) + upload_data(config, outputs) -def upload_data(config): +def upload_data(config, outputs): job_id = config.pop("job_id") upload_object = Upload() data = upload_object.run( parameters=UploadParam( **config ), - job_id=job_id + job_id=job_id, + outputs=outputs ) @@ -119,7 +123,7 @@ def __init__(self): self.table = None self.data_meta = {} - def run(self, parameters: UploadParam, job_id=""): + def run(self, parameters: UploadParam, outputs: IOMeta.OutputMeta, job_id=""): self.parameters = parameters logging.info(self.parameters.to_dict()) storage_address = self.parameters.storage_address @@ -188,6 +192,7 @@ def run(self, parameters: UploadParam, job_id=""): logging.info("file: {}".format(self.parameters.file)) logging.info("total data_count: {}".format(data_table_count)) logging.info("table name: {}, table namespace: {}".format(name, namespace)) + self.save_outputs(job_id, outputs, data_table_count) return {"name": name, "namespace": namespace, "count": data_table_count, "data_meta": self.data_meta} def save_data_table(self, job_id): @@ -326,3 +331,29 @@ def join_in_index_line(delimiter, values, id_index): delimiter.join(values[:id_index]), delimiter.join(values[id_index + 1:]) ]).strip(delimiter) + + def save_outputs(self, job_id, outputs: IOMeta.OutputMeta, data_count): + data = ArtifactOutputSpec( + uri="", + metadata=Metadata(namespace=self.parameters.namespace, name=self.parameters.name), + type_name=DataType.TABLE, + ) + uri = DatasetManager.output_local_uri( + task_info=dict(job_id=job_id, role="guest", party_id="0", task_name="upload", task_version="0"), + name="metric", + type_name=JsonMetricArtifactType.type_name + ) + + path = URI.from_string(uri).to_schema().path + os.makedirs(os.path.dirname(path), exist_ok=True) + metrics = [MetricData(name="upload", data={"name": self.parameters.name, "namespace":self.parameters.namespace, + "count": data_count}).dict()] + with open(path, "w") as f: + json.dump(metrics, f) + metric = ArtifactOutputSpec( + uri=uri, + metadata=Metadata(metadata={}), + type_name=JsonMetricArtifactType.type_name + ) + outputs.data = {"data": data.dict()} + outputs.metric = {"metric": metric.dict()} diff --git a/python/fate_flow/components/cpn.py b/python/fate_flow/components/cpn.py index 43fb828ca..a19778842 100644 --- a/python/fate_flow/components/cpn.py +++ b/python/fate_flow/components/cpn.py @@ -36,8 +36,8 @@ def __init__( self.name = name self.callback = callback - def execute(self, config): - return self.callback(config) + def execute(self, config, outputs): + return self.callback(config, outputs) def component(*args, **kwargs): diff --git a/python/fate_flow/components/entrypoint/cli.py b/python/fate_flow/components/entrypoint/cli.py index 62cfe59ce..34dc189cc 100644 --- a/python/fate_flow/components/entrypoint/cli.py +++ b/python/fate_flow/components/entrypoint/cli.py @@ -19,7 +19,7 @@ import click -from fate_flow.entity.spec.dag import PreTaskConfigSpec, TaskConfigSpec +from fate_flow.entity.spec.dag import PreTaskConfigSpec, TaskConfigSpec, IOMeta from fate_flow.hub.flow_hub import FlowHub logger = logging.getLogger(__name__) @@ -87,9 +87,9 @@ def execute(config, env_name, execution_final_meta_path): logger.debug(f"task config: {task_config}") os.makedirs(os.path.dirname(execution_final_meta_path), exist_ok=True) try: - execute_component(task_config) + io_meta = execute_component(task_config) with open(execution_final_meta_path, "w") as fw: - json.dump(dict(status=dict(code=0)), fw, indent=4) + json.dump(dict(status=dict(code=0), io_meta=io_meta.dict()), fw, indent=4) except Exception as e: with open(execution_final_meta_path, "w") as fw: json.dump(dict(status=dict(code=-1, exceptions=traceback.format_exc())), fw) @@ -118,8 +118,10 @@ def execute_component(config: TaskConfigSpec): cpn_config = config.parameters cpn_config["job_id"] = config.job_id logger.info(f"cpn_config： {cpn_config}") - - component.execute(cpn_config) + inputs = IOMeta.InputMeta(data={}, model={}) + outputs = IOMeta.OutputMeta(data={}, model={}, metric={}) + component.execute(cpn_config, outputs) + return IOMeta(inputs=inputs, outputs=outputs) def load_component(cpn_name: str): diff --git a/python/fate_flow/controller/job.py b/python/fate_flow/controller/job.py index 19843c10c..ac07d2838 100644 --- a/python/fate_flow/controller/job.py +++ b/python/fate_flow/controller/job.py @@ -335,8 +335,8 @@ def adapt_party_parameters(cls, dag_schema: DAGSchema, role): @classmethod def calculate_resource(cls, dag_schema: DAGSchema, role): cores = dag_schema.dag.conf.cores if dag_schema.dag.conf.cores else JobDefaultConfig.job_cores - if dag_schema.dag.conf.task and dag_schema.dag.conf.task.run: - task_run = dag_schema.dag.conf.task.run + if dag_schema.dag.conf.task and dag_schema.dag.conf.task.engine_run: + task_run = dag_schema.dag.conf.task.engine_run else: task_run = {} diff --git a/python/fate_flow/controller/parser.py b/python/fate_flow/controller/parser.py index 0ee66b973..c55ead1a6 100644 --- a/python/fate_flow/controller/parser.py +++ b/python/fate_flow/controller/parser.py @@ -177,7 +177,11 @@ def task_runtime_conf(self): @property def task_runtime_launcher(self): - return self.task_runtime_conf.get("launcher", {}) + return self.task_runtime_conf.get("launcher_name", "default") + + @property + def engine_run(self): + return self.task_runtime_conf.get("engine_run", {}) @property def provider(self): diff --git a/python/fate_flow/controller/task.py b/python/fate_flow/controller/task.py index b5fb559fa..5cafa3bbb 100644 --- a/python/fate_flow/controller/task.py +++ b/python/fate_flow/controller/task.py @@ -22,10 +22,9 @@ from fate_flow.db.db_models import Task from fate_flow.db.schedule_models import ScheduleTask, ScheduleJob, ScheduleTaskStatus from fate_flow.engine.devices import build_engine, EngineABC -from fate_flow.entity.spec.dag import DAGSchema, LauncherSpec +from fate_flow.entity.spec.dag import DAGSchema from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.manager.service.worker_manager import WorkerManager -from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.controller.federated import FederatedScheduler from fate_flow.entity.types import EndStatus, TaskStatus, FederatedCommunicationType, LauncherType @@ -78,6 +77,8 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, ScheduleJobSaver.create_task(task.to_human_model_dict()) else: task_parameters = task_parser.task_parameters + if task_parser.engine_run: + task_run.update(task_parser.engine_run) task_parameters.engine_run = task_run task_parameters.computing_partitions = dag_schema.dag.conf.computing_partitions schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} task_parameters" @@ -114,18 +115,13 @@ def update_local(task): task.f_run_port = RuntimeConfig.HTTP_PORT @staticmethod - def update_launcher_config(task, task_runtime_launcher, task_parameters): + def update_launcher_config(task, launcher_name, task_parameters): # support deepspeed and other launcher if task.f_role == "arbiter": return - schedule_logger(task.f_job_id).info(f"task runtime launcher: {task_runtime_launcher}") - launcher = LauncherSpec.parse_obj(task_runtime_launcher) - if launcher.name and launcher.name != LauncherType.DEFAULT: - task_parameters.launcher_name = task.f_launcher_name = launcher.name - launcher_conf = copy.deepcopy(JobDefaultConfig.launcher.get(task_parameters.launcher_name)) - if launcher.conf: - launcher_conf.update(launcher.conf) - task_parameters.launcher_conf = task.f_launcher_conf = launcher_conf + schedule_logger(task.f_job_id).info(f"task runtime launcher name: {launcher_name}") + if launcher_name and launcher_name != LauncherType.DEFAULT: + task_parameters.launcher_name = task.f_launcher_name = launcher_name @staticmethod def create_schedule_tasks(job: ScheduleJob, dag_schema): diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index be444e5a4..5fe351ae9 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -96,7 +96,6 @@ class Task(DataBaseModel): f_timeout = IntegerField(null=True) f_launcher_name = CharField(max_length=20, null=True) - f_launcher_conf = JSONField(null=True) f_start_time = BigIntegerField(null=True) f_end_time = BigIntegerField(null=True) diff --git a/python/fate_flow/engine/backend/_eggroll_deepspeed.py b/python/fate_flow/engine/backend/_eggroll_deepspeed.py index 42dbc9304..a30add025 100644 --- a/python/fate_flow/engine/backend/_eggroll_deepspeed.py +++ b/python/fate_flow/engine/backend/_eggroll_deepspeed.py @@ -56,6 +56,8 @@ def run(self, output_path, engine_run, run_parameters, session_id, **kwargs): logger.info(f"start to kill deepspeed {session_id} task") self.kill(session_id=session_id) return -1 + # download result to output_path + pass return 0 @classmethod diff --git a/python/fate_flow/entity/spec/dag/__init__.py b/python/fate_flow/entity/spec/dag/__init__.py index d8aa9723e..8ddb6324c 100644 --- a/python/fate_flow/entity/spec/dag/__init__.py +++ b/python/fate_flow/entity/spec/dag/__init__.py @@ -13,7 +13,8 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.entity.spec.dag._output import ComponentOutputMeta, MetricData, OutputArtifactType, OutputArtifactSpec, OutputArtifacts +from fate_flow.entity.spec.dag._output import ComponentOutputMeta, MetricData, OutputArtifactType, OutputArtifactSpec, \ + OutputArtifacts, IOMeta from fate_flow.entity.spec.dag._party import PartySpec from fate_flow.entity.spec.dag._job import DAGSchema, DAGSpec, JobConfSpec, TaskConfSpec, TaskSpec, PartyTaskSpec, \ InheritConfSpec, PartyTaskRefSpec @@ -29,4 +30,3 @@ PulsarFederationSpec, RabbitMQFederationSpec from fate_flow.entity.spec.dag._logger import FlowLogger from fate_flow.entity.spec.dag._mlmd import MLMDSpec -from fate_flow.entity.spec.dag._device import LauncherSpec diff --git a/python/fate_flow/entity/spec/dag/_device.py b/python/fate_flow/entity/spec/dag/_device.py index ec3677094..447e63d72 100644 --- a/python/fate_flow/entity/spec/dag/_device.py +++ b/python/fate_flow/entity/spec/dag/_device.py @@ -26,8 +26,3 @@ class CPUSpec(pydantic.BaseModel): class GPUSpec(pydantic.BaseModel): type: Literal["GPU"] metadata: dict = {} - - -class LauncherSpec(pydantic.BaseModel): - name: str = "default" - conf: dict = {} diff --git a/python/fate_flow/entity/spec/dag/_job.py b/python/fate_flow/entity/spec/dag/_job.py index 056e6fbf2..d3cae237b 100644 --- a/python/fate_flow/entity/spec/dag/_job.py +++ b/python/fate_flow/entity/spec/dag/_job.py @@ -51,9 +51,10 @@ class EngineRunSpec(BaseModel): class TaskConfSpec(BaseModel): - run: Optional[Dict] + engine_run: Optional[Dict] provider: Optional[str] timeout: Optional[int] + launcher_name: Optional[str] = "default" class InheritConfSpec(BaseModel): @@ -77,7 +78,6 @@ class PipelineModel(BaseModel): model_version: Optional[Union[str, int]] model_warehouse: Optional[PipelineModel] task: Optional[TaskConfSpec] - engine: Optional[EngineRunSpec] extra: Optional[Dict[Any, Any]] diff --git a/python/fate_flow/entity/spec/dag/_output.py b/python/fate_flow/entity/spec/dag/_output.py index 2a711d6b0..9bff9ea43 100644 --- a/python/fate_flow/entity/spec/dag/_output.py +++ b/python/fate_flow/entity/spec/dag/_output.py @@ -24,7 +24,7 @@ class Group(pydantic.BaseModel): index: Optional[int] name: str type: Optional[str] - groups: List[Group] + groups: List[Group] = [] step_axis: Optional[str] data: Union[List, Dict] diff --git a/python/fate_flow/entity/types/_output.py b/python/fate_flow/entity/types/_output.py index 2fa8e9ee8..bd54038e0 100644 --- a/python/fate_flow/entity/types/_output.py +++ b/python/fate_flow/entity/types/_output.py @@ -17,15 +17,6 @@ from fate_flow.entity import BaseModel -class MetricData(BaseModel): - namespace: Union[str, None] - name: str - type: str - groups: Dict - metadata: Dict - data: Union[List, Dict] - - class ModelStorageEngine(object): FILE = "file" MYSQL = "mysql" diff --git a/python/fate_flow/hub/components_wraps/fate/_wraps.py b/python/fate_flow/hub/components_wraps/fate/_wraps.py index 52cf5a60e..09a26cd2d 100644 --- a/python/fate_flow/hub/components_wraps/fate/_wraps.py +++ b/python/fate_flow/hub/components_wraps/fate/_wraps.py @@ -149,7 +149,6 @@ def run_component(self, config): provider_name=self.config.provider_name, task_info=self.task_info, engine_run=self.config.engine_run, - launcher_conf=self.config.launcher_conf, run_parameters=task_parameters, output_path=task_result, conf_path=conf_path, @@ -165,8 +164,8 @@ def run_component(self, config): if code != 0: output_meta.status.code = code logger.debug(output_meta) - except: - raise RuntimeError(f"Task run failed, you can see the task result file for details: {task_result}") + except Exception as e: + raise RuntimeError(f"Task run failed {e}, you can see the task result file for details: {task_result}.") else: output_meta = ComponentOutputMeta(status=ComponentOutputMeta.Status( code=ReturnCode.Task.NO_FOUND_RUN_RESULT, diff --git a/python/fate_flow/manager/outputs/data.py b/python/fate_flow/manager/outputs/data.py index ec58a5d47..be7bbe5c8 100644 --- a/python/fate_flow/manager/outputs/data.py +++ b/python/fate_flow/manager/outputs/data.py @@ -47,7 +47,6 @@ def query(cls, reverse=False, **kwargs) -> List[TrackingOutputInfo]: return cls._query(TrackingOutputInfo, reverse=reverse, order_by="index", **kwargs) - class DataManager: @classmethod def send_table( diff --git a/python/fate_flow/manager/service/resource_manager.py b/python/fate_flow/manager/service/resource_manager.py index 89d0608c8..55aebdb97 100644 --- a/python/fate_flow/manager/service/resource_manager.py +++ b/python/fate_flow/manager/service/resource_manager.py @@ -17,7 +17,7 @@ from fate_flow.db.base_models import DB from fate_flow.db.db_models import EngineRegistry, Job, Task -from fate_flow.entity.types import EngineType, ResourceOperation +from fate_flow.entity.types import EngineType, ResourceOperation, LauncherType from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.runtime.system_settings import IGNORE_RESOURCE_ROLES, ENGINES from fate_flow.utils import engine_utils, base_utils, job_utils @@ -226,9 +226,12 @@ def query_task_resource(cls, task_info: dict = None): memory_per_task = 0 if task_info["role"] in IGNORE_RESOURCE_ROLES: return cores_per_task, memory_per_task - task_cores, memory = job_utils.get_task_resource_info( + task_cores, memory, launcher_name = job_utils.get_task_resource_info( task_info["job_id"], task_info["role"], task_info["party_id"], task_info["task_id"], task_info["task_version"] ) + if launcher_name == LauncherType.DEEPSPEED: + # todo: apply gpus + return 0, 0 return task_cores, memory @classmethod diff --git a/python/fate_flow/runtime/job_default_config.py b/python/fate_flow/runtime/job_default_config.py index 4818455af..732f92e11 100644 --- a/python/fate_flow/runtime/job_default_config.py +++ b/python/fate_flow/runtime/job_default_config.py @@ -33,7 +33,6 @@ class JobDefaultConfig(ReloadConfigBase): task_logger = None task_device = None - launcher = None task_timeout = None @classmethod diff --git a/python/fate_flow/utils/job_utils.py b/python/fate_flow/utils/job_utils.py index a86333866..82d76a7cc 100644 --- a/python/fate_flow/utils/job_utils.py +++ b/python/fate_flow/utils/job_utils.py @@ -131,7 +131,7 @@ def get_job_resource_info(job_id, role, party_id): @DB.connection_context() def get_task_resource_info(job_id, role, party_id, task_id, task_version): - tasks = Task.select(Task.f_task_cores, Task.f_memory).where( + tasks = Task.select(Task.f_task_cores, Task.f_memory, Task.f_launcher_name).where( Task.f_job_id == job_id, Task.f_role == role, Task.f_party_id == party_id, @@ -140,7 +140,7 @@ def get_task_resource_info(job_id, role, party_id, task_id, task_version): ) if tasks: task = tasks[0] - return task.f_task_cores, task.f_memory + return task.f_task_cores, task.f_memory, task.f_launcher_name else: return None, None From 237f9279c09c5e7e729cab706d139ea4a2e4ef00 Mon Sep 17 00:00:00 2001 From: sagewe Date: Tue, 24 Oct 2023 15:05:15 +0800 Subject: [PATCH 353/482] adjust fate_flow to fits fate improvements Signed-off-by: sagewe --- python/fate_flow/apps/client/table_app.py | 5 +- python/fate_flow/controller/parser.py | 3 +- python/fate_flow/engine/storage/_abc.py | 3 +- python/fate_flow/engine/storage/_session.py | 164 +- python/fate_flow/engine/storage/_table.py | 167 +- .../engine/storage/eggroll/_session.py | 97 +- .../engine/storage/eggroll/_table.py | 45 +- .../engine/storage/standalone/_session.py | 94 +- .../engine/storage/standalone/_standalone.py | 1771 +++++++++-------- .../engine/storage/standalone/_table.py | 38 +- python/fate_flow/manager/outputs/data.py | 7 +- 11 files changed, 1409 insertions(+), 985 deletions(-) diff --git a/python/fate_flow/apps/client/table_app.py b/python/fate_flow/apps/client/table_app.py index 652428c8d..c8ad52ffb 100644 --- a/python/fate_flow/apps/client/table_app.py +++ b/python/fate_flow/apps/client/table_app.py @@ -57,7 +57,10 @@ def bind_path(namespace, name, path): address = storage.StorageTableMeta.create_address(storage_engine=StorageEngine.PATH, address_dict={"path": path}) storage_meta = storage.StorageTableBase( namespace=namespace, name=name, address=address, - engine=StorageEngine.PATH, options=None, partitions=None + engine=StorageEngine.PATH, options=None, partitions=None, + key_serdes_type=0, + value_serdes_type=0, + partitioner_type=0, ) storage_meta.create_meta(data_type=DataType.FILE) return API.Output.json() diff --git a/python/fate_flow/controller/parser.py b/python/fate_flow/controller/parser.py index c55ead1a6..6363c788f 100644 --- a/python/fate_flow/controller/parser.py +++ b/python/fate_flow/controller/parser.py @@ -235,9 +235,10 @@ def generate_device(): def generate_computing_conf(self): if ENGINES.get(EngineType.COMPUTING).lower() == ComputingEngine.STANDALONE: + from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME return StandaloneComputingSpec( type=ENGINES.get(EngineType.COMPUTING).lower(), - metadata={"computing_id": self.computing_id} + metadata={"computing_id": self.computing_id, "options": {"data_dir": STANDALONE_DATA_HOME}} ) if ENGINES.get(EngineType.COMPUTING).lower() == ComputingEngine.EGGROLL: diff --git a/python/fate_flow/engine/storage/_abc.py b/python/fate_flow/engine/storage/_abc.py index ffc83e041..854bef149 100644 --- a/python/fate_flow/engine/storage/_abc.py +++ b/python/fate_flow/engine/storage/_abc.py @@ -198,7 +198,8 @@ def check_address(self): class StorageSessionABC(metaclass=abc.ABCMeta): @abc.abstractmethod - def create_table(self, address, name, namespace, partitions, storage_type=None, options=None, + def create_table(self, address, name, namespace, partitions, key_serdes_type, value_serdes_type, partitioner_type, + storage_type=None, options=None, **kwargs) -> StorageTableABC: ... diff --git a/python/fate_flow/engine/storage/_session.py b/python/fate_flow/engine/storage/_session.py index d3873f443..c148d2752 100644 --- a/python/fate_flow/engine/storage/_session.py +++ b/python/fate_flow/engine/storage/_session.py @@ -20,7 +20,11 @@ from fate_flow.db.base_models import DB from fate_flow.db.storage_models import SessionRecord -from fate_flow.engine.storage._abc import StorageSessionABC, StorageTableABC, StorageTableMetaABC +from fate_flow.engine.storage._abc import ( + StorageSessionABC, + StorageTableABC, + StorageTableMetaABC, +) from fate_flow.engine.storage._table import StorageTableMeta from fate_flow.entity.types import EngineType, StorageEngine @@ -36,8 +40,27 @@ def __init__(self, session_id, engine): self._session_id = session_id self._engine = engine - def create_table(self, address, name, namespace, partitions=None, **kwargs): - table = self.table(address=address, name=name, namespace=namespace, partitions=partitions, **kwargs) + def create_table( + self, + address, + name, + namespace, + partitions, + key_serdes_type=0, + value_serdes_type=0, + partitioner_type=0, + **kwargs, + ): + table = self.table( + address=address, + name=name, + namespace=namespace, + partitions=partitions, + key_serdes_type=key_serdes_type, + value_serdes_type=value_serdes_type, + partitioner_type=partitioner_type, + **kwargs, + ) table.create_meta(**kwargs) return table @@ -48,12 +71,14 @@ def meta_table_name(name): def get_table(self, name, namespace): meta = StorageTableMeta(name=name, namespace=namespace) if meta and meta.exists(): - table = self.table(name=meta.get_name(), - namespace=meta.get_namespace(), - address=meta.get_address(), - partitions=meta.get_partitions(), - store_type=meta.get_store_type(), - options=meta.get_options()) + table = self.load( + name=meta.get_name(), + namespace=meta.get_namespace(), + address=meta.get_address(), + partitions=meta.get_partitions(), + store_type=meta.get_store_type(), + options=meta.get_options(), + ) table.meta = meta return table else: @@ -67,7 +92,6 @@ def get_table_meta(cls, name, namespace): else: return None - def __enter__(self): return self @@ -78,10 +102,35 @@ def destroy(self): try: self.stop() except Exception as e: - LOGGER.warning(f"stop storage session {self._session_id} failed, try to kill", e) + LOGGER.warning( + f"stop storage session {self._session_id} failed, try to kill", e + ) self.kill() - def table(self, name, namespace, address, store_type, partitions=None, **kwargs): + def table( + self, + name, + namespace, + address, + partitions, + key_serdes_type, + value_serdes_type, + partitioner_type, + store_type, + options, + **kwargs, + ): + raise NotImplementedError() + + def load( + self, + name, + namespace, + address, + store_type, + partitions, + **kwargs, + ): raise NotImplementedError() def stop(self): @@ -120,7 +169,11 @@ def __init__(self, session_id: str = None, options=None): self._storage_engine = ENGINES.get(EngineType.STORAGE, None) self._storage_session: typing.Dict[StorageSessionABC] = {} self._session_id = str(uuid.uuid1()) if not session_id else session_id - self._logger = LOGGER if options.get("logger", None) is None else options.get("logger", None) + self._logger = ( + LOGGER + if options.get("logger", None) is None + else options.get("logger", None) + ) self._logger.info(f"create manager session {self._session_id}") @@ -142,12 +195,18 @@ def __exit__(self, exc_type, exc_val, exc_tb): self._logger.exception("", exc_info=(exc_type, exc_val, exc_tb)) return self._close() - def _get_or_create_storage(self, - storage_session_id=None, - storage_engine=None, - record: bool = True, - **kwargs) -> StorageSessionABC: - storage_session_id = f"{self._session_id}_storage_{uuid.uuid1()}" if not storage_session_id else storage_session_id + def _get_or_create_storage( + self, + storage_session_id=None, + storage_engine=None, + record: bool = True, + **kwargs, + ) -> StorageSessionABC: + storage_session_id = ( + f"{self._session_id}_storage_{uuid.uuid1()}" + if not storage_session_id + else storage_session_id + ) if storage_session_id in self._storage_session: return self._storage_session[storage_session_id] @@ -160,9 +219,11 @@ def _get_or_create_storage(self, return session if record: - self.save_record(engine_type=EngineType.STORAGE, - engine_name=storage_engine, - engine_session_id=storage_session_id) + self.save_record( + engine_type=EngineType.STORAGE, + engine_name=storage_engine, + engine_session_id=storage_session_id, + ) if storage_engine == StorageEngine.EGGROLL: from fate_flow.engine.storage.eggroll import StorageSession @@ -177,14 +238,20 @@ def _get_or_create_storage(self, from fate_flow.engine.storage.hdfs import StorageSession else: - raise NotImplementedError(f"can not be initialized with storage engine: {storage_engine}") - storage_session = StorageSession(session_id=storage_session_id, options=kwargs.get("options", {})) + raise NotImplementedError( + f"can not be initialized with storage engine: {storage_engine}" + ) + storage_session = StorageSession( + session_id=storage_session_id, options=kwargs.get("options", {}) + ) self._storage_session[storage_session_id] = storage_session return storage_session - def get_table(self, name, namespace, ignore_disable=False) -> typing.Union[StorageTableABC, None]: + def get_table( + self, name, namespace, ignore_disable=False + ) -> typing.Union[StorageTableABC, None]: meta = Session.get_table_meta(name=name, namespace=namespace) if meta is None: return None @@ -203,11 +270,11 @@ def get_table_meta(cls, name, namespace) -> typing.Union[StorageTableMetaABC, No def storage(self, **kwargs): return self._get_or_create_storage(**kwargs) - @DB.connection_context() def save_record(self, engine_type, engine_name, engine_session_id): self._logger.info( - f"try to save session record for manager {self._session_id}, {engine_type} {engine_name} {engine_session_id}") + f"try to save session record for manager {self._session_id}, {engine_type} {engine_name} {engine_session_id}" + ) session_record = SessionRecord() session_record.f_manager_session_id = self._session_id session_record.f_engine_type = engine_type @@ -226,11 +293,16 @@ def save_record(self, engine_type, engine_name, engine_session_id): except Exception as e: raise RuntimeError(f"{msg} exception", e) self._logger.info( - f"save session record for manager {self._session_id}, {engine_type} {engine_name} {engine_session_id} successfully") + f"save session record for manager {self._session_id}, {engine_type} {engine_name} {engine_session_id} successfully" + ) @DB.connection_context() def delete_session_record(self, engine_session_id): - rows = SessionRecord.delete().where(SessionRecord.f_engine_session_id == engine_session_id).execute() + rows = ( + SessionRecord.delete() + .where(SessionRecord.f_engine_session_id == engine_session_id) + .execute() + ) if rows > 0: self._logger.info(f"delete session {engine_session_id} record successfully") else: @@ -244,24 +316,36 @@ def query_sessions(cls, reverse=None, order_by=None, **kwargs): @DB.connection_context() def get_session_from_record(self, **kwargs): self._logger.info(f"query by manager session id {self._session_id}") - session_records = self.query_sessions(manager_session_id=self._session_id, **kwargs) - self._logger.info([session_record.f_engine_session_id for session_record in session_records]) + session_records = self.query_sessions( + manager_session_id=self._session_id, **kwargs + ) + self._logger.info( + [session_record.f_engine_session_id for session_record in session_records] + ) for session_record in session_records: try: engine_session_id = session_record.f_engine_session_id if session_record.f_engine_type == EngineType.STORAGE: - self._get_or_create_storage(storage_session_id=engine_session_id, - storage_engine=session_record.f_engine_name, - record=False) + self._get_or_create_storage( + storage_session_id=engine_session_id, + storage_engine=session_record.f_engine_name, + record=False, + ) except Exception as e: self._logger.error(e) - self.delete_session_record(engine_session_id=session_record.f_engine_session_id) + self.delete_session_record( + engine_session_id=session_record.f_engine_session_id + ) def destroy_all_sessions(self, **kwargs): - self._logger.info(f"start destroy manager session {self._session_id} all sessions") + self._logger.info( + f"start destroy manager session {self._session_id} all sessions" + ) self.get_session_from_record(**kwargs) self.destroy_storage_session() - self._logger.info(f"finish destroy manager session {self._session_id} all sessions") + self._logger.info( + f"finish destroy manager session {self._session_id} all sessions" + ) def destroy_storage_session(self): for session_id, session in self._storage_session.items(): @@ -270,9 +354,11 @@ def destroy_storage_session(self): session.destroy() self._logger.info(f"destroy storage session {session_id} successfully") except Exception as e: - self._logger.exception(f"destroy storage session {session_id} failed", e) + self._logger.exception( + f"destroy storage session {session_id} failed", e + ) self.delete_session_record(engine_session_id=session_id) def get_session() -> Session: - return Session.get_global() \ No newline at end of file + return Session.get_global() diff --git a/python/fate_flow/engine/storage/_table.py b/python/fate_flow/engine/storage/_table.py index 8d095a694..a4800b4f2 100644 --- a/python/fate_flow/engine/storage/_table.py +++ b/python/fate_flow/engine/storage/_table.py @@ -16,7 +16,7 @@ import operator -from typing import Iterable +from typing import Iterable, Tuple import peewee @@ -28,23 +28,67 @@ from fate_flow.entity.types import AddressABC from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.log import getLogger +from fate_flow.utils.partitioner import get_partitioner_by_type +from fate_flow.utils.serdes import get_serdes_by_type LOGGER = getLogger("storage") +def _wrapped_iterable_with_serdes( + kv_list: Iterable[Tuple[bytes, bytes]], key_serdes, value_serdes +): + for k, v in kv_list: + yield key_serdes.serialize(k), value_serdes.serialize(v) + + class StorageTableBase(StorageTableABC): - def __init__(self, name, namespace, address, partitions, options, engine): + def __init__( + self, + name, + namespace, + address, + partitions, + options, + engine, + key_serdes_type, + value_serdes_type, + partitioner_type, + ): self._name = name self._namespace = namespace self._address = address self._partitions = partitions self._options = options if options else {} self._engine = engine + self._key_serdes_type = key_serdes_type + self._value_serdes_type = value_serdes_type + self._partitioner_type = partitioner_type + self._key_serdes = None + self._value_serdes = None + self._partitioner = None self._meta = None self._read_access_time = None self._write_access_time = None + @property + def key_serdes(self): + if self._key_serdes is None: + self._key_serdes = get_serdes_by_type(self._key_serdes_type) + return self._key_serdes + + @property + def value_serdes(self): + if self._value_serdes is None: + self._value_serdes = get_serdes_by_type(self._value_serdes_type) + return self._value_serdes + + @property + def partitioner(self): + if self._partitioner is None: + self._partitioner = get_partitioner_by_type(self._partitioner_type) + return self._partitioner + @property def name(self): return self._name @@ -89,23 +133,29 @@ def read_access_time(self): def write_access_time(self): return self._write_access_time - def update_meta(self, - data_meta=None, - count=None, - part_of_data=None, - description=None, - partitions=None, - **kwargs): - self._meta.update_metas(data_meta=data_meta, - count=count, - part_of_data=part_of_data, - description=description, - partitions=partitions, - **kwargs) + def update_meta( + self, + data_meta=None, + count=None, + part_of_data=None, + description=None, + partitions=None, + **kwargs + ): + self._meta.update_metas( + data_meta=data_meta, + count=count, + part_of_data=part_of_data, + description=description, + partitions=partitions, + **kwargs + ) def create_meta(self, **kwargs): self.destroy_if_exists() - table_meta = StorageTableMeta(name=self._name, namespace=self._namespace, new=True) + table_meta = StorageTableMeta( + name=self._name, namespace=self._namespace, new=True + ) table_meta.set_metas(**kwargs) table_meta.address = self._address table_meta.partitions = self._partitions @@ -128,11 +178,16 @@ def check_address(self): def put_all(self, kv_list: Iterable, **kwargs): # self._update_write_access_time() - self._put_all(kv_list, **kwargs) + self._put_all( + _wrapped_iterable_with_serdes(kv_list, self.key_serdes, self.value_serdes), + self.partitioner, + **kwargs + ) def collect(self, **kwargs) -> list: # self._update_read_access_time() - return self._collect(**kwargs) + for k, v in self._collect(**kwargs): + yield self.key_serdes.deserialize(k), self.value_serdes.deserialize(v) def count(self): # self._update_read_access_time() @@ -149,7 +204,7 @@ def destroy(self): self._destroy() # to be implemented - def _put_all(self, kv_list: Iterable, **kwargs): + def _put_all(self, kv_list: Iterable[Tuple[bytes, bytes]], partitioner, **kwargs): raise NotImplementedError() def _collect(self, **kwargs) -> list: @@ -164,12 +219,13 @@ def _read(self): def _destroy(self): raise NotImplementedError() - def _save_as(self, address, name, namespace, partitions=None, schema=None, **kwargs): + def _save_as( + self, address, name, namespace, partitions=None, schema=None, **kwargs + ): raise NotImplementedError() class StorageTableMeta(StorageTableMetaABC): - def __init__(self, name, namespace, new=False, create_address=True): self.name = name self.namespace = namespace @@ -205,14 +261,18 @@ def build(self, create_address): for k, v in self.table_meta.__dict__["__data__"].items(): setattr(self, k.lstrip("f_"), v) if create_address: - self.address = self.create_address(storage_engine=self.engine, address_dict=self.address) + self.address = self.create_address( + storage_engine=self.engine, address_dict=self.address + ) def __new__(cls, *args, **kwargs): if not kwargs.get("new", False): name, namespace = kwargs.get("name"), kwargs.get("namespace") if not name or not namespace: return None - tables_meta = cls.query_table_meta(filter_fields=dict(name=name, namespace=namespace)) + tables_meta = cls.query_table_meta( + filter_fields=dict(name=name, namespace=namespace) + ) if not tables_meta: return None self = super().__new__(cls) @@ -235,9 +295,13 @@ def create(self): table_meta.f_part_of_data = [] table_meta.f_source = {} for k, v in self.to_dict().items(): - attr_name = 'f_%s' % k + attr_name = "f_%s" % k if hasattr(StorageTableMetaModel, attr_name): - setattr(table_meta, attr_name, v if not issubclass(type(v), AddressABC) else v.__dict__) + setattr( + table_meta, + attr_name, + v if not issubclass(type(v), AddressABC) else v.__dict__, + ) try: rows = table_meta.save(force_insert=True) if rows != 1: @@ -265,14 +329,18 @@ def query_table_meta(cls, filter_fields, query_fields=None): filters = [] querys = [] for f_n, f_v in filter_fields.items(): - attr_name = 'f_%s' % f_n + attr_name = "f_%s" % f_n if hasattr(StorageTableMetaModel, attr_name): - filters.append(operator.attrgetter('f_%s' % f_n)(StorageTableMetaModel) == f_v) + filters.append( + operator.attrgetter("f_%s" % f_n)(StorageTableMetaModel) == f_v + ) if query_fields: for f_n in query_fields: - attr_name = 'f_%s' % f_n + attr_name = "f_%s" % f_n if hasattr(StorageTableMetaModel, attr_name): - querys.append(operator.attrgetter('f_%s' % f_n)(StorageTableMetaModel)) + querys.append( + operator.attrgetter("f_%s" % f_n)(StorageTableMetaModel) + ) if filters: if querys: tables_meta = StorageTableMetaModel.select(querys).where(*filters) @@ -284,8 +352,16 @@ def query_table_meta(cls, filter_fields, query_fields=None): return [] @DB.connection_context() - def update_metas(self, data_meta=None, count=None, part_of_data=None, description=None, partitions=None, - in_serialized=None, **kwargs): + def update_metas( + self, + data_meta=None, + count=None, + part_of_data=None, + description=None, + partitions=None, + in_serialized=None, + **kwargs + ): meta_info = {} for k, v in locals().items(): if k not in ["self", "kwargs", "meta_info"] and v is not None: @@ -296,20 +372,30 @@ def update_metas(self, data_meta=None, count=None, part_of_data=None, descriptio update_filters = [] primary_keys = StorageTableMetaModel._meta.primary_key.field_names for p_k in primary_keys: - update_filters.append(operator.attrgetter(p_k)(StorageTableMetaModel) == meta_info[p_k.lstrip("f_")]) + update_filters.append( + operator.attrgetter(p_k)(StorageTableMetaModel) + == meta_info[p_k.lstrip("f_")] + ) table_meta = StorageTableMetaModel() update_fields = {} for k, v in meta_info.items(): - attr_name = 'f_%s' % k - if hasattr(StorageTableMetaModel, attr_name) and attr_name not in primary_keys: + attr_name = "f_%s" % k + if ( + hasattr(StorageTableMetaModel, attr_name) + and attr_name not in primary_keys + ): if k == "part_of_data": if len(v) < 100: tmp = v else: tmp = v[:100] - update_fields[operator.attrgetter(attr_name)(StorageTableMetaModel)] = tmp + update_fields[ + operator.attrgetter(attr_name)(StorageTableMetaModel) + ] = tmp else: - update_fields[operator.attrgetter(attr_name)(StorageTableMetaModel)] = v + update_fields[ + operator.attrgetter(attr_name)(StorageTableMetaModel) + ] = v if update_filters: operate = table_meta.update(update_fields).where(*update_filters) else: @@ -322,11 +408,10 @@ def update_metas(self, data_meta=None, count=None, part_of_data=None, descriptio @DB.connection_context() def destroy_metas(self): - StorageTableMetaModel \ - .delete() \ - .where(StorageTableMetaModel.f_name == self.name, - StorageTableMetaModel.f_namespace == self.namespace) \ - .execute() + StorageTableMetaModel.delete().where( + StorageTableMetaModel.f_name == self.name, + StorageTableMetaModel.f_namespace == self.namespace, + ).execute() @classmethod def create_address(cls, storage_engine, address_dict): diff --git a/python/fate_flow/engine/storage/eggroll/_session.py b/python/fate_flow/engine/storage/eggroll/_session.py index 333576d67..56f929936 100644 --- a/python/fate_flow/engine/storage/eggroll/_session.py +++ b/python/fate_flow/engine/storage/eggroll/_session.py @@ -17,26 +17,101 @@ from eggroll.core.session import session_init from eggroll.roll_pair.roll_pair import RollPairContext from fate_flow.engine.storage import EggRollStoreType, StorageEngine, StorageSessionBase -from fate_flow.engine.storage.eggroll import StorageTable -from fate_flow.entity.types import AddressABC, EggRollAddress +from fate_flow.engine.storage.eggroll._table import StorageTable +from fate_flow.entity.types import EggRollAddress class StorageSession(StorageSessionBase): def __init__(self, session_id, options=None): - super(StorageSession, self).__init__(session_id=session_id, engine=StorageEngine.EGGROLL) + super(StorageSession, self).__init__( + session_id=session_id, engine=StorageEngine.EGGROLL + ) self._options = options if options else {} - self._options['eggroll.session.deploy.mode'] = "cluster" - self._rp_session = session_init(session_id=self._session_id, options=self._options) + self._options["eggroll.session.deploy.mode"] = "cluster" + self._rp_session = session_init( + session_id=self._session_id, options=self._options + ) self._rpc = RollPairContext(session=self._rp_session) self._session_id = self._rp_session.get_session_id() - def table(self, name, namespace, - address: AddressABC, partitions, - store_type: EggRollStoreType = EggRollStoreType.ROLLPAIR_LMDB, options=None, **kwargs): + def load( + self, + name, + namespace, + address: EggRollAddress, + store_type, + partitions, + options=None, + **kwargs, + ): if isinstance(address, EggRollAddress): - return StorageTable(context=self._rpc, name=name, namespace=namespace, address=address, - partitions=partitions, store_type=store_type, options=options) - raise NotImplementedError(f"address type {type(address)} not supported with eggroll storage") + _table = self._rpc.load_rp( + namespace=address.namespace, + name=address.name, + store_type=store_type, + ) + + return StorageTable( + context=self._rpc, + table=_table, + name=name, + namespace=namespace, + address=address, + partitions=partitions, + store_type=store_type, + key_serdes_type=_table.get_store().key_serdes_type, + value_serdes_type=_table.get_store().value_serdes_type, + partitioner_type=_table.get_store().partitioner_type, + options=options, + ) + raise NotImplementedError( + f"address type {type(address)} not supported with standalone storage" + ) + + def table( + self, + name, + namespace, + address, + partitions, + key_serdes_type, + value_serdes_type, + partitioner_type, + store_type: str = EggRollStoreType.ROLLPAIR_LMDB, + options=None, + **kwargs, + ): + if isinstance(address, EggRollAddress): + if options is None: + options = {} + _table = self._rpc.create_rp( + id=-1, + name=address.name, + namespace=address.namespace, + total_partitions=partitions, + store_type=store_type, + key_serdes_type=key_serdes_type, + value_serdes_type=value_serdes_type, + partitioner_type=partitioner_type, + options=options, + ) + + return StorageTable( + context=self._rpc, + table=_table, + key_serdes_type=key_serdes_type, + value_serdes_type=value_serdes_type, + partitioner_type=partitioner_type, + name=name, + namespace=namespace, + address=address, + partitions=partitions, + store_type=store_type, + options=options, + ) + raise NotImplementedError( + f"address type {type(address)} not supported with eggroll storage" + ) def cleanup(self, name, namespace): self._rpc.cleanup(name=name, namespace=namespace) diff --git a/python/fate_flow/engine/storage/eggroll/_table.py b/python/fate_flow/engine/storage/eggroll/_table.py index fbe420704..6c7a56d5a 100644 --- a/python/fate_flow/engine/storage/eggroll/_table.py +++ b/python/fate_flow/engine/storage/eggroll/_table.py @@ -16,47 +16,56 @@ from typing import Iterable from fate_flow.engine.storage import StorageTableBase, EggRollStoreType, StorageEngine +from eggroll.roll_pair.roll_pair import RollPairContext, RollPair class StorageTable(StorageTableBase): def __init__( self, - context, + context: RollPairContext, + table: RollPair, + key_serdes_type, + value_serdes_type, + partitioner_type, name, namespace, address, partitions: int = 1, - store_type: EggRollStoreType = EggRollStoreType.ROLLPAIR_LMDB, + store_type: str = EggRollStoreType.ROLLPAIR_LMDB, options=None, ): + self._context = context + self._store_type = store_type + self._table = table super(StorageTable, self).__init__( name=name, namespace=namespace, address=address, partitions=partitions, options=options, - engine=StorageEngine.EGGROLL + engine=StorageEngine.EGGROLL, + key_serdes_type=key_serdes_type, + value_serdes_type=value_serdes_type, + partitioner_type=partitioner_type, ) - self._store_type = store_type - self._context = context self._options["store_type"] = self._store_type self._options["total_partitions"] = partitions self._options["create_if_missing"] = True - self._table = self._context.load(namespace=self.address.namespace, name=self.address.name, options=self._options) - def _save_as(self, address, name, namespace, partitions=None, **kwargs): - self._table.save_as(name=address.name, namespace=address.namespace) - table = StorageTable( - context=self._context, - address=address, - partitions=partitions, - name=name, - namespace=namespace - ) - return table + # + # def _save_as(self, address, name, namespace, partitions=None, **kwargs): + # self._table.save_as(name=address.name, namespace=address.namespace) + # table = StorageTable( + # context=self._context, + # address=address, + # partitions=partitions, + # name=name, + # namespace=namespace, + # ) + # return table - def _put_all(self, kv_list: Iterable, **kwargs): - return self._table.put_all(kv_list) + def _put_all(self, kv_list: Iterable, partitioner, **kwargs): + return self._table.put_all(kv_list, partitioner) def _collect(self, **kwargs) -> list: return self._table.get_all(**kwargs) diff --git a/python/fate_flow/engine/storage/standalone/_session.py b/python/fate_flow/engine/storage/standalone/_session.py index 6afa1941b..7598bf63d 100644 --- a/python/fate_flow/engine/storage/standalone/_session.py +++ b/python/fate_flow/engine/storage/standalone/_session.py @@ -13,23 +13,101 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.engine.storage import StorageSessionBase, StorageEngine +from fate_flow.engine.storage import ( + StorageSessionBase, + StorageEngine, + StandaloneStoreType, +) +from fate_flow.engine.storage.standalone._table import StorageTable from fate_flow.engine.storage.standalone._standalone import Session from fate_flow.entity.types import AddressABC, StandaloneAddress +from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME class StorageSession(StorageSessionBase): def __init__(self, session_id, options=None): - super(StorageSession, self).__init__(session_id=session_id, engine=StorageEngine.STANDALONE) + super(StorageSession, self).__init__( + session_id=session_id, engine=StorageEngine.STANDALONE + ) self._options = options if options else {} - self._session = Session(session_id=self._session_id) + self._session = Session( + session_id=self._session_id, data_dir=STANDALONE_DATA_HOME + ) - def table(self, address: AddressABC, name, namespace, partitions, store_type=None, options=None, **kwargs): + def load( + self, + name, + namespace, + address: AddressABC, + store_type, + partitions, + options=None, + **kwargs, + ): if isinstance(address, StandaloneAddress): - from fate_flow.engine.storage.standalone._table import StorageTable - return StorageTable(session=self._session, name=name, namespace=namespace, address=address, - partitions=partitions, store_type=store_type, options=options) - raise NotImplementedError(f"address type {type(address)} not supported with standalone storage") + _table = self._session.load( + namespace=address.namespace, + name=address.name, + ) + + return StorageTable( + session=self._session, + table=_table, + name=name, + namespace=namespace, + address=address, + partitions=partitions, + store_type=store_type, + key_serdes_type=_table.key_serdes_type, + value_serdes_type=_table.value_serdes_type, + partitioner_type=_table.partitioner_type, + options=options, + ) + raise NotImplementedError( + f"address type {type(address)} not supported with standalone storage" + ) + + def table( + self, + name, + namespace, + address: AddressABC, + partitions, + key_serdes_type, + value_serdes_type, + partitioner_type, + store_type=None, + options=None, + **kwargs, + ): + if isinstance(address, StandaloneAddress): + _table = self._session.create_table( + namespace=address.namespace, + name=address.name, + partitions=partitions, + need_cleanup=store_type == StandaloneStoreType.ROLLPAIR_IN_MEMORY, + error_if_exist=False, + key_serdes_type=key_serdes_type, + value_serdes_type=value_serdes_type, + partitioner_type=partitioner_type, + ) + + return StorageTable( + session=self._session, + table=_table, + key_serdes_type=key_serdes_type, + value_serdes_type=value_serdes_type, + partitioner_type=partitioner_type, + name=name, + namespace=namespace, + address=address, + partitions=partitions, + store_type=store_type, + options=options, + ) + raise NotImplementedError( + f"address type {type(address)} not supported with standalone storage" + ) def cleanup(self, name, namespace): self._session.cleanup(name=name, namespace=namespace) diff --git a/python/fate_flow/engine/storage/standalone/_standalone.py b/python/fate_flow/engine/storage/standalone/_standalone.py index 1b844f698..2cbf586ed 100644 --- a/python/fate_flow/engine/storage/standalone/_standalone.py +++ b/python/fate_flow/engine/storage/standalone/_standalone.py @@ -14,82 +14,96 @@ # limitations under the License. # -import asyncio import hashlib import itertools +import logging +import logging.config import os -import pickle as c_pickle +from typing import Callable, Any, Iterable, Optional import shutil +import signal +import threading import time -import typing import uuid -from collections.abc import Iterable from concurrent.futures import ProcessPoolExecutor as Executor from contextlib import ExitStack from functools import partial from heapq import heapify, heappop, heapreplace from operator import is_not from pathlib import Path +from typing import List, Tuple, Literal import cloudpickle as f_pickle import lmdb -import numpy as np - -from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME -from fate_flow.utils.log import getLogger - -LOGGER = getLogger("storage") - -class BaseType: - def to_dict(self): - return dict([(k.lstrip("_"), v) for k, v in self.__dict__.items()]) - - def to_dict_with_type(self): - def _dict(obj): - module = None - if issubclass(obj.__class__, BaseType): - data = {} - for attr, v in obj.__dict__.items(): - k = attr.lstrip("_") - data[k] = _dict(v) - module = obj.__module__ - elif isinstance(obj, (list, tuple)): - data = [] - for i, vv in enumerate(obj): - data.append(_dict(vv)) - elif isinstance(obj, dict): - data = {} - for _k, vv in obj.items(): - data[_k] = _dict(vv) - else: - data = obj - return {"type": obj.__class__.__name__, "data": data, "module": module} - return _dict(self) + +PartyMeta = Tuple[Literal["guest", "host", "arbiter", "local"], str] -class Party(BaseType): +def _watch_thread_react_to_parent_die(ppid, logger_config): """ - Uniquely identify + this function is call when a process is created, and it will watch parent process and initialize loggers + Args: + ppid: parent process id """ - def __init__(self, role, party_id): - self.role = str(role) - self.party_id = str(party_id) - - def __hash__(self): - return (self.role, self.party_id).__hash__() - - def __str__(self): - return f"Party(role={self.role}, party_id={self.party_id})" - - def __repr__(self): - return self.__str__() - - def __lt__(self, other): - return (self.role, self.party_id) < (other.role, other.party_id) - - def __eq__(self, other): - return self.party_id == other.party_id and self.role == other.role + # watch parent process, if parent process is dead, then kill self + # the trick is to use os.kill(ppid, 0) to check if parent process is alive periodically + # and if parent process is dead, then kill self + # + # Note: this trick is modified from the answer by aaron: https://stackoverflow.com/a/71369760/14697733 + pid = os.getpid() + + def f(): + while True: + try: + os.kill(ppid, 0) + except OSError: + os.kill(pid, signal.SIGTERM) + time.sleep(1) + + thread = threading.Thread(target=f, daemon=True) + thread.start() + + # initialize loggers + if logger_config is not None: + logging.config.dictConfig(logger_config) + # else: + # level = os.getenv("DEBUG_MODE_LOG_LEVEL", "DEBUG") + # try: + # import rich.logging + # + # logging_class = "rich.logging.RichHandler" + # logging_formatters = {} + # handlers = { + # "console": { + # "class": logging_class, + # "level": level, + # "filters": [], + # } + # } + # except ImportError: + # logging_class = "logging.StreamHandler" + # logging_formatters = { + # "console": { + # "format": "[%(levelname)s][%(asctime)-8s][%(process)s][%(module)s.%(funcName)s][line:%(lineno)d]: %(message)s" + # } + # } + # handlers = { + # "console": { + # "class": logging_class, + # "level": level, + # "formatter": "console", + # } + # } + # logging.config.dictConfig(dict( + # version=1, + # formatters=logging_formatters, + # handlers=handlers, + # filters={}, + # loggers={}, + # root=dict(handlers=["console"], level="DEBUG"), + # disable_existing_loggers=False, + # )) # noinspection PyPep8Naming @@ -97,16 +111,40 @@ class Table(object): def __init__( self, session: "Session", + data_dir: str, namespace: str, name: str, partitions, + key_serdes_type: int, + value_serdes_type: int, + partitioner_type: int, need_cleanup=True, ): self._need_cleanup = need_cleanup + self._data_dir = data_dir self._namespace = namespace self._name = name self._partitions = partitions self._session = session + self._key_serdes_type = key_serdes_type + self._value_serdes_type = value_serdes_type + self._partitioner_type = partitioner_type + + @property + def num_partitions(self): + return self._partitions + + @property + def key_serdes_type(self): + return self._key_serdes_type + + @property + def value_serdes_type(self): + return self._value_serdes_type + + @property + def partitioner_type(self): + return self._partitioner_type @property def partitions(self): @@ -122,7 +160,10 @@ def namespace(self): def __del__(self): if self._need_cleanup: - self.destroy() + try: + self.destroy() + except: + pass def __str__(self): return f"" @@ -131,25 +172,21 @@ def __repr__(self): return self.__str__() def destroy(self): - for p in range(self._partitions): + for p in range(self.num_partitions): with self._get_env_for_partition(p, write=True) as env: db = env.open_db() with env.begin(write=True) as txn: txn.drop(db) + _TableMetaManager.destroy_table(data_dir=self._data_dir, namespace=self._namespace, name=self._name) - table_key = f"{self._namespace}.{self._name}" - _get_meta_table().delete(table_key) - path = _get_storage_dir(self._namespace, self._name) - shutil.rmtree(path, ignore_errors=True) - - def take(self, n, **kwargs): - if n <= 0: - raise ValueError(f"{n} <= 0") - return list(itertools.islice(self.collect(**kwargs), n)) + def take(self, num, **kwargs): + if num <= 0: + raise ValueError(f"{num} <= 0") + return list(itertools.islice(self.collect(**kwargs), num)) def count(self): cnt = 0 - for p in range(self._partitions): + for p in range(self.num_partitions): with self._get_env_for_partition(p) as env: cnt += env.stat()["entries"] return cnt @@ -158,7 +195,7 @@ def count(self): def collect(self, **kwargs): iterators = [] with ExitStack() as s: - for p in range(self._partitions): + for p in range(self.num_partitions): env = s.enter_context(self._get_env_for_partition(p)) txn = s.enter_context(env.begin()) iterators.append(s.enter_context(txn.cursor())) @@ -172,7 +209,7 @@ def collect(self, **kwargs): heapify(entries) while entries: key, value, _, it = entry = entries[0] - yield c_pickle.loads(key), c_pickle.loads(value) + yield key, value if it.next(): entry[0], entry[1] = it.item() heapreplace(entries, entry) @@ -180,682 +217,777 @@ def collect(self, **kwargs): _, _, _, it = heappop(entries) def reduce(self, func): - # noinspection PyProtectedMember - rs = self._session._submit_unary( - func, _do_reduce, self._partitions, self._name, self._namespace - ) - rs = [r for r in filter(partial(is_not, None), rs)] - if len(rs) <= 0: - return None - rtn = rs[0] - for r in rs[1:]: - rtn = func(rtn, r) - return rtn - - def map(self, func): - return self._unary(func, _do_map) - - def mapValues(self, func): - return self._unary(func, _do_map_values) - - def flatMap(self, func): - _flat_mapped = self._unary(func, _do_flat_map) - return _flat_mapped.save_as( - name=str(uuid.uuid1()), - namespace=_flat_mapped.namespace, - partition=self._partitions, - need_cleanup=True, - ) - - def applyPartitions(self, func): - return self._unary(func, _do_apply_partitions) - - def mapPartitions(self, func, preserves_partitioning=False): - un_shuffled = self._unary(func, _do_map_partitions) - if preserves_partitioning: - return un_shuffled - return un_shuffled.save_as( - name=str(uuid.uuid1()), - namespace=un_shuffled.namespace, - partition=self._partitions, - need_cleanup=True, + return self._session.submit_reduce( + func, + data_dir=self._data_dir, + num_partitions=self.num_partitions, + name=self._name, + namespace=self._namespace, ) - def mapReducePartitions(self, mapper, reducer): - dup = _create_table( - self._session, - str(uuid.uuid1()), - self.namespace, - self._partitions, - need_cleanup=True, + def binary_sorted_map_partitions_with_index( + self, + other: "Table", + binary_map_partitions_with_index_op: Callable[[int, Iterable, Iterable], Iterable], + key_serdes_type, + partitioner_type, + output_value_serdes_type, + need_cleanup=True, + output_name=None, + output_namespace=None, + output_data_dir=None, + ): + if output_data_dir is None: + output_data_dir = self._data_dir + if output_name is None: + output_name = str(uuid.uuid1()) + if output_namespace is None: + output_namespace = self._namespace + + self._session._submit_sorted_binary_map_partitions_with_index( + func=binary_map_partitions_with_index_op, + do_func=_do_binary_sorted_map_with_index, + num_partitions=self.num_partitions, + first_input_data_dir=self._data_dir, + first_input_name=self._name, + first_input_namespace=self._namespace, + second_input_data_dir=other._data_dir, + second_input_name=other._name, + second_input_namespace=other._namespace, + output_data_dir=output_data_dir, + output_name=output_name, + output_namespace=output_namespace, ) - - def _dict_reduce(a: dict, b: dict): - for k, v in b.items(): - if k not in a: - a[k] = v - else: - a[k] = reducer(a[k], v) - return a - - def _local_map_reduce(it): - ret = {} - for _k, _v in mapper(it): - if _k not in ret: - ret[_k] = _v - else: - ret[_k] = reducer(ret[_k], _v) - return ret - - dup.put_all( - self.applyPartitions(_local_map_reduce).reduce(_dict_reduce).items() + return _create_table( + session=self._session, + data_dir=self._data_dir, + name=output_name, + namespace=output_namespace, + partitions=self.num_partitions, + need_cleanup=need_cleanup, + key_serdes_type=key_serdes_type, + value_serdes_type=output_value_serdes_type, + partitioner_type=partitioner_type, ) - return dup - - def glom(self): - return self._unary(None, _do_glom) - - def sample(self, fraction, seed=None): - return self._unary((fraction, seed), _do_sample) - def filter(self, func): - return self._unary(func, _do_filter) - - def join(self, other: "Table", func): - return self._binary(other, func, _do_join) - - def subtractByKey(self, other: "Table"): - func = f"{self._namespace}.{self._name}-{other._namespace}.{other._name}" - return self._binary(other, func, _do_subtract_by_key) + def map_reduce_partitions_with_index( + self, + map_partition_op: Callable[[int, Iterable], Iterable], + reduce_partition_op: Optional[Callable[[Any, Any], Any]], + output_partitioner: Optional[Callable[[bytes, int], int]], + shuffle, + output_key_serdes_type, + output_value_serdes_type, + output_partitioner_type, + output_num_partitions, + need_cleanup=True, + output_name=None, + output_namespace=None, + output_data_dir=None, + ): + if output_data_dir is None: + output_data_dir = self._data_dir + if output_name is None: + output_name = str(uuid.uuid1()) + if output_namespace is None: + output_namespace = self._namespace + if not shuffle: + assert output_num_partitions == self.num_partitions and output_partitioner_type == self.partitioner_type + # noinspection PyProtectedMember + self._session._submit_map_reduce_partitions_with_index( + _do_mrwi_no_shuffle, + mapper=map_partition_op, + reducer=reduce_partition_op, + input_num_partitions=self.num_partitions, + input_data_dir=self._data_dir, + input_name=self._name, + input_namespace=self._namespace, + output_num_partitions=output_num_partitions, + output_data_dir=output_data_dir, + output_name=output_name, + output_namespace=output_namespace, + output_partitioner=output_partitioner, + ) + return _create_table( + session=self._session, + data_dir=output_data_dir, + name=output_name, + namespace=output_namespace, + partitions=output_num_partitions, + need_cleanup=need_cleanup, + key_serdes_type=output_key_serdes_type, + value_serdes_type=output_value_serdes_type, + partitioner_type=output_partitioner_type, + ) - def union(self, other: "Table", func=lambda v1, v2: v1): - return self._binary(other, func, _do_union) + if reduce_partition_op is None: + # noinspection PyProtectedMember + self._session._submit_map_reduce_partitions_with_index( + _do_mrwi_shuffle_no_reduce, + map_partition_op, + reduce_partition_op, + input_data_dir=self._data_dir, + input_num_partitions=self.num_partitions, + input_name=self._name, + input_namespace=self._namespace, + output_data_dir=output_data_dir, + output_num_partitions=output_num_partitions, + output_name=output_name, + output_namespace=output_namespace, + output_partitioner=output_partitioner, + ) + return _create_table( + session=self._session, + data_dir=output_data_dir, + name=output_name, + namespace=output_namespace, + partitions=output_num_partitions, + need_cleanup=need_cleanup, + key_serdes_type=output_key_serdes_type, + value_serdes_type=output_value_serdes_type, + partitioner_type=output_partitioner_type, + ) - # noinspection PyProtectedMember - def _map_reduce(self, mapper, reducer): - results = self._session._submit_map_reduce( - mapper, reducer, self._partitions, self._name, self._namespace - ) - result = results[0] + # Step 1: do map and write intermediate results to cache table # noinspection PyProtectedMember - return _create_table( - session=self._session, - name=result.name, - namespace=result.namespace, - partitions=self._partitions, + intermediate_name = str(uuid.uuid1()) + intermediate_namespace = self._namespace + intermediate_data_dir = self._data_dir + self._session._submit_map_reduce_partitions_with_index( + _do_mrwi_map_and_shuffle_write, + mapper=map_partition_op, + reducer=None, + input_data_dir=self._data_dir, + input_num_partitions=self.num_partitions, + input_name=self._name, + input_namespace=self._namespace, + output_data_dir=intermediate_data_dir, + output_num_partitions=output_num_partitions, + output_name=intermediate_name, + output_namespace=intermediate_namespace, + output_partitioner=output_partitioner, ) - - def _unary(self, func, do_func): + # Step 2: do shuffle read and reduce # noinspection PyProtectedMember - results = self._session._submit_unary( - func, do_func, self._partitions, self._name, self._namespace + self._session._submit_map_reduce_partitions_with_index( + _do_mrwi_shuffle_read_and_reduce, + mapper=None, + reducer=reduce_partition_op, + input_data_dir=intermediate_data_dir, + input_num_partitions=self.num_partitions, + input_name=intermediate_name, + input_namespace=intermediate_namespace, + output_data_dir=output_data_dir, + output_num_partitions=output_num_partitions, + output_name=output_name, + output_namespace=output_namespace, ) - result = results[0] - # noinspection PyProtectedMember - return _create_table( + output = _create_table( session=self._session, - name=result.name, - namespace=result.namespace, - partitions=self._partitions, + data_dir=output_data_dir, + name=output_name, + namespace=output_namespace, + partitions=output_num_partitions, + need_cleanup=need_cleanup, + key_serdes_type=output_key_serdes_type, + value_serdes_type=output_value_serdes_type, + partitioner_type=output_partitioner_type, ) - def _binary(self, other: "Table", func, do_func): - session_id = self._session.session_id - left, right = self, other - if left._partitions != right._partitions: - if other.count() > self.count(): - left = left.save_as( - str(uuid.uuid1()), session_id, partition=right._partitions - ) - else: - right = other.save_as( - str(uuid.uuid1()), session_id, partition=left._partitions - ) + # drop cache table + for p in range(self._partitions): + with _get_env_with_data_dir( + intermediate_data_dir, intermediate_namespace, intermediate_name, str(p), write=True + ) as env: + db = env.open_db() + with env.begin(write=True) as txn: + txn.drop(db) - # noinspection PyProtectedMember - results = self._session._submit_binary( - func, - do_func, - left._partitions, - left._name, - left._namespace, - right._name, - right._namespace, - ) - result: _Operand = results[0] - # noinspection PyProtectedMember - return _create_table( - session=self._session, - name=result.name, - namespace=result.namespace, - partitions=left._partitions, + path = Path(self._data_dir).joinpath(intermediate_namespace, intermediate_name) + shutil.rmtree(path, ignore_errors=True) + return output + + def copy_as(self, name, namespace, need_cleanup=True): + return self.map_reduce_partitions_with_index( + map_partition_op=lambda i, x: x, + reduce_partition_op=None, + output_partitioner=None, + shuffle=False, + need_cleanup=need_cleanup, + output_name=name, + output_namespace=namespace, + output_key_serdes_type=self._key_serdes_type, + output_value_serdes_type=self._value_serdes_type, + output_partitioner_type=self._partitioner_type, + output_num_partitions=self.num_partitions, ) - def save_as(self, name, namespace, partition=None, need_cleanup=True): - if partition is None: - partition = self._partitions - # noinspection PyProtectedMember - dup = _create_table(self._session, name, namespace, partition, need_cleanup) - dup.put_all(self.collect()) - return dup - def _get_env_for_partition(self, p: int, write=False): - return _get_env(self._namespace, self._name, str(p), write=write) + return _get_env_with_data_dir(self._data_dir, self._namespace, self._name, str(p), write=write) - def put(self, k, v): - k_bytes, v_bytes = _kv_to_bytes(k=k, v=v) - p = _hash_key_to_partition(k_bytes, self._partitions) + def put(self, k_bytes: bytes, v_bytes: bytes, partitioner: Callable[[bytes, int], int] = None): + p = partitioner(k_bytes, self._partitions) with self._get_env_for_partition(p, write=True) as env: with env.begin(write=True) as txn: return txn.put(k_bytes, v_bytes) - def put_all(self, kv_list: Iterable): + def put_all(self, kv_list: Iterable[Tuple[bytes, bytes]], partitioner: Callable[[bytes, int], int]): txn_map = {} - is_success = True with ExitStack() as s: for p in range(self._partitions): env = s.enter_context(self._get_env_for_partition(p, write=True)) txn_map[p] = env, env.begin(write=True) - for k, v in kv_list: - try: - k_bytes, v_bytes = _kv_to_bytes(k=k, v=v) - p = _hash_key_to_partition(k_bytes, self._partitions) - is_success = is_success and txn_map[p][1].put(k_bytes, v_bytes) - except Exception as e: - is_success = False - LOGGER.exception(f"put_all for k={k} v={v} fail. exception: {e}") - break - for p, (env, txn) in txn_map.items(): - txn.commit() if is_success else txn.abort() - - def get(self, k): - k_bytes = _k_to_bytes(k=k) - p = _hash_key_to_partition(k_bytes, self._partitions) + try: + for k_bytes, v_bytes in kv_list: + p = partitioner(k_bytes, self._partitions) + if not txn_map[p][1].put(k_bytes, v_bytes): + break + except Exception as e: + for p, (env, txn) in txn_map.items(): + txn.abort() + raise e + else: + for p, (env, txn) in txn_map.items(): + txn.commit() + + def get(self, k_bytes: bytes, partitioner: Callable[[bytes, int], int]) -> bytes: + p = partitioner(k_bytes, self._partitions) with self._get_env_for_partition(p) as env: with env.begin(write=True) as txn: - old_value_bytes = txn.get(k_bytes) - return ( - None if old_value_bytes is None else c_pickle.loads(old_value_bytes) - ) + return txn.get(k_bytes) - def delete(self, k): - k_bytes = _k_to_bytes(k=k) - p = _hash_key_to_partition(k_bytes, self._partitions) + def delete(self, k_bytes: bytes, partitioner: Callable[[bytes, int], int]): + p = partitioner(k_bytes, self._partitions) with self._get_env_for_partition(p, write=True) as env: with env.begin(write=True) as txn: old_value_bytes = txn.get(k_bytes) if txn.delete(k_bytes): - return ( - None - if old_value_bytes is None - else c_pickle.loads(old_value_bytes) - ) + return old_value_bytes return None # noinspection PyMethodMayBeStatic class Session(object): - def __init__(self, session_id, max_workers=None): + def __init__(self, session_id, data_dir: str, max_workers=None, logger_config=None): self.session_id = session_id - self._pool = Executor(max_workers=max_workers) + self._data_dir = data_dir + self._pool = Executor( + max_workers=max_workers, + initializer=_watch_thread_react_to_parent_die, + initargs=( + os.getpid(), + logger_config, + ), + ) def __getstate__(self): # session won't be pickled pass - def load(self, name, namespace): - return _load_table(session=self, name=name, namespace=namespace) + def load(self, name, namespace) -> Table: + return _load_table(session=self, data_dir=self._data_dir, name=name, namespace=namespace) - def create_table(self, name, namespace, partitions, need_cleanup, error_if_exist): + def create_table( + self, + name, + namespace, + partitions, + need_cleanup, + error_if_exist, + key_serdes_type, + value_serdes_type, + partitioner_type, + ): return _create_table( session=self, + data_dir=self._data_dir, name=name, namespace=namespace, partitions=partitions, need_cleanup=need_cleanup, error_if_exist=error_if_exist, + key_serdes_type=key_serdes_type, + value_serdes_type=value_serdes_type, + partitioner_type=partitioner_type, ) # noinspection PyUnusedLocal def parallelize( - self, data: Iterable, partition: int, include_key: bool = False, **kwargs + self, + data: Iterable, + partition: int, + partitioner: Callable[[bytes], int], + key_serdes_type, + value_serdes_type, + partitioner_type, ): - if not include_key: - data = enumerate(data) table = _create_table( session=self, + data_dir=self._data_dir, name=str(uuid.uuid1()), namespace=self.session_id, partitions=partition, + need_cleanup=True, + key_serdes_type=key_serdes_type, + value_serdes_type=value_serdes_type, + partitioner_type=partitioner_type, ) - table.put_all(data) + table.put_all(data, partitioner=partitioner) return table def cleanup(self, name, namespace): - data_path = _get_data_dir() - if not data_path.is_dir(): - LOGGER.error(f"illegal data dir: {data_path}") + path = Path(self._data_dir) + if not path.is_dir(): return - - # e.g.: '/fate/data/202109081519036144070_reader_0_0_host_10000' - namespace_dir = data_path.joinpath(namespace) + namespace_dir = path.joinpath(namespace) if not namespace_dir.is_dir(): - # remove role and party_id - # e.g.: '202109081519036144070_reader_0_0' - stem = '_'.join(namespace_dir.stem.split('_')[:-2]) - # TODO: find where the dir was created - namespace_dir = namespace_dir.with_name(stem) - - if not namespace_dir.is_dir(): - # TODO: find the reason - LOGGER.warning(f"namespace dir {namespace_dir} does not exist") - return - + return + if name == "*": + shutil.rmtree(namespace_dir, True) + return for table in namespace_dir.glob(name): - shutil.rmtree(table) + shutil.rmtree(table, True) def stop(self): + self.cleanup(name="*", namespace=self.session_id) self._pool.shutdown() def kill(self): + self.cleanup(name="*", namespace=self.session_id) self._pool.shutdown() - def _submit_unary(self, func, _do_func, partitions, name, namespace): - task_info = _TaskInfo( - self.session_id, - function_id=str(uuid.uuid1()), - function_bytes=f_pickle.dumps(func), - ) + def submit_reduce(self, func, data_dir: str, num_partitions: int, name: str, namespace: str): futures = [] - for p in range(partitions): + for p in range(num_partitions): futures.append( self._pool.submit( - _do_func, _UnaryProcess(task_info, _Operand(namespace, name, p)) + _do_reduce, + _ReduceProcess( + p, _TaskInputInfo(data_dir, namespace, name, num_partitions), _ReduceFunctorInfo(func) + ), ) ) - results = [r.result() for r in futures] - return results + rs = [r.result() for r in futures] + rs = [r for r in filter(partial(is_not, None), rs)] + if len(rs) <= 0: + return None + rtn = rs[0] + for r in rs[1:]: + rtn = func(rtn, r) + return rtn - def _submit_map_reduce_in_partition( - self, mapper, reducer, partitions, name, namespace + def _submit_map_reduce_partitions_with_index( + self, + _do_func, + mapper, + reducer, + input_data_dir: str, + input_num_partitions, + input_name, + input_namespace, + output_data_dir: str, + output_num_partitions, + output_name, + output_namespace, + output_partitioner=None, ): - task_info = _MapReduceTaskInfo( - self.session_id, - function_id=str(uuid.uuid1()), - map_function_bytes=f_pickle.dumps(mapper), - reduce_function_bytes=f_pickle.dumps(reducer), + input_info = _TaskInputInfo(input_data_dir, input_namespace, input_name, input_num_partitions) + output_info = _TaskOutputInfo( + output_data_dir, output_namespace, output_name, output_num_partitions, partitioner=output_partitioner ) - futures = [] - for p in range(partitions): - futures.append( - self._pool.submit( - _do_map_reduce_in_partitions, - _MapReduceProcess(task_info, _Operand(namespace, name, p)), + return self._submit_process( + _do_func, + ( + _MapReduceProcess( + partition_id=p, + input_info=input_info, + output_info=output_info, + operator_info=_MapReduceFunctorInfo(mapper=mapper, reducer=reducer), ) - ) - results = [r.result() for r in futures] - return results + for p in range(max(input_num_partitions, output_num_partitions)) + ), + ) - def _submit_binary( - self, func, do_func, partitions, name, namespace, other_name, other_namespace + def _submit_sorted_binary_map_partitions_with_index( + self, + func, + do_func, + num_partitions: int, + first_input_data_dir: str, + first_input_name: str, + first_input_namespace: str, + second_input_data_dir: str, + second_input_name: str, + second_input_namespace: str, + output_data_dir: str, + output_name: str, + output_namespace: str, ): - task_info = _TaskInfo( - self.session_id, - function_id=str(uuid.uuid1()), - function_bytes=f_pickle.dumps(func), + first_input_info = _TaskInputInfo( + first_input_data_dir, first_input_namespace, first_input_name, num_partitions + ) + second_input_info = _TaskInputInfo( + second_input_data_dir, second_input_namespace, second_input_name, num_partitions ) + output_info = _TaskOutputInfo(output_data_dir, output_namespace, output_name, num_partitions, partitioner=None) + return self._submit_process( + do_func, + ( + _BinarySortedMapProcess( + partition_id=p, + first_input_info=first_input_info, + second_input_info=second_input_info, + output_info=output_info, + operator_info=_BinarySortedMapFunctorInfo(func), + ) + for p in range(num_partitions) + ), + ) + + def _submit_process(self, do_func, process_infos): futures = [] - for p in range(partitions): - left = _Operand(namespace, name, p) - right = _Operand(other_namespace, other_name, p) + for process_info in process_infos: futures.append( - self._pool.submit(do_func, _BinaryProcess(task_info, left, right)) + self._pool.submit( + do_func, + process_info, + ) ) results = [r.result() for r in futures] return results class Federation(object): - def _federation_object_key(self, name, tag, s_party, d_party): - return f"{self._session_id}-{name}-{tag}-{s_party.role}-{s_party.party_id}-{d_party.role}-{d_party.party_id}" + def _federation_object_key(self, name: str, tag: str, s_party: Tuple[str, str], d_party: Tuple[str, str]) -> bytes: + return f"{self._session_id}-{name}-{tag}-{s_party[0]}-{s_party[1]}-{d_party[0]}-{d_party[1]}".encode("utf-8") - def __init__(self, session, session_id, party: Party): - self._session_id = session_id - self._party: Party = party - self._loop = asyncio.get_event_loop() + def __init__(self, session: Session, data_dir: str, session_id: str, party: Tuple[str, str]): self._session = session - self._federation_status_table = _create_table( - session=session, - name=self._get_status_table_name(self._party), - namespace=self._session_id, - partitions=1, - need_cleanup=True, - error_if_exist=False, - ) - self._federation_object_table = _create_table( - session=session, - name=self._get_object_table_name(self._party), - namespace=self._session_id, - partitions=1, - need_cleanup=True, - error_if_exist=False, - ) + self._data_dir = data_dir + self._session_id = session_id + self._party = party self._other_status_tables = {} self._other_object_tables = {} + self._federation_status_table_cache = None + self._federation_object_table_cache = None - @staticmethod - def _get_status_table_name(party): - return f"__federation_status__.{party.role}_{party.party_id}" - - @staticmethod - def _get_object_table_name(party): - return f"__federation_object__.{party.role}_{party.party_id}" - - def _get_other_status_table(self, party): - if party in self._other_status_tables: - return self._other_status_tables[party] - table = _create_table( - self._session, - name=self._get_status_table_name(party), - namespace=self._session_id, - partitions=1, - need_cleanup=False, - error_if_exist=False, - ) - self._other_status_tables[party] = table - return table - - def _get_other_object_table(self, party): - if party in self._other_object_tables: - return self._other_object_tables[party] - table = _create_table( - self._session, - name=self._get_object_table_name(party), - namespace=self._session_id, - partitions=1, - need_cleanup=False, - error_if_exist=False, - ) - self._other_object_tables[party] = table - return table - - # noinspection PyProtectedMember - def _put_status(self, party, _tagged_key, value): - self._get_other_status_table(party).put(_tagged_key, value) + self._meta = _FederationMetaManager(session_id, data_dir, party) - # noinspection PyProtectedMember - def _put_object(self, party, _tagged_key, value): - self._get_other_object_table(party).put(_tagged_key, value) + @classmethod + def create(cls, session: Session, session_id: str, party: Tuple[str, str]): + federation = cls(session, session._data_dir, session_id, party) + return federation - # noinspection PyProtectedMember - def _get_object(self, _tagged_key): - return self._federation_object_table.get(_tagged_key) - - # noinspection PyProtectedMember - def _get_status(self, _tagged_key): - return self._federation_status_table.get(_tagged_key) - - # noinspection PyUnusedLocal - def remote(self, v, name: str, tag: str, parties: typing.List[Party]): - log_str = f"federation.standalone.remote.{name}.{tag}" - - if v is None: - raise ValueError(f"[{log_str}]remote `None` to {parties}") - LOGGER.debug(f"[{log_str}]remote data, type={type(v)}") - - if isinstance(v, Table): - LOGGER.debug( - f"[{log_str}]remote " - f"Table(namespace={v.namespace}, name={v.name}, partitions={v.partitions})" - ) - else: - LOGGER.debug(f"[{log_str}]remote object with type: {type(v)}") + def destroy(self): + self._session.cleanup(namespace=self._session_id, name="*") + def push_table(self, table, name: str, tag: str, parties: List[PartyMeta]): for party in parties: _tagged_key = self._federation_object_key(name, tag, self._party, party) - if isinstance(v, Table): - saved_name = str(uuid.uuid1()) - LOGGER.debug( - f"[{log_str}]save Table(namespace={v.namespace}, name={v.name}, partitions={v.partitions}) as " - f"Table(namespace={v.namespace}, name={saved_name}, partitions={v.partitions})" - ) - _v = v.save_as( - name=saved_name, namespace=v.namespace, need_cleanup=False - ) - self._put_status(party, _tagged_key, (_v.name, _v.namespace)) - else: - self._put_object(party, _tagged_key, v) - self._put_status(party, _tagged_key, _tagged_key) + saved_name = str(uuid.uuid1()) + _table = table.copy_as(name=saved_name, namespace=table.namespace, need_cleanup=False) + self._meta.set_status(party, _tagged_key, _serialize_tuple_of_str(_table.name, _table.namespace)) - # noinspection PyProtectedMember - def get(self, name: str, tag: str, parties: typing.List[Party]) -> typing.List: - log_str = f"federation.standalone.get.{name}.{tag}" - LOGGER.debug(f"[{log_str}]") - tasks = [] + def push_bytes(self, v: bytes, name: str, tag: str, parties: List[PartyMeta]): + for party in parties: + _tagged_key = self._federation_object_key(name, tag, self._party, party) + self._meta.set_object(party, _tagged_key, v) + self._meta.set_status(party, _tagged_key, _tagged_key) + def pull_table(self, name: str, tag: str, parties: List[PartyMeta]) -> List[Table]: + results: List[bytes] = [] for party in parties: _tagged_key = self._federation_object_key(name, tag, party, self._party) - tasks.append(_check_status_and_get_value(self._get_status, _tagged_key)) - results = self._loop.run_until_complete(asyncio.gather(*tasks)) + results.append(self._meta.wait_status_set(_tagged_key)) rtn = [] for r in results: - if isinstance(r, tuple): - # noinspection PyTypeChecker - table: Table = _load_table( - session=self._session, name=r[0], namespace=r[1], need_cleanup=True - ) - rtn.append(table) - LOGGER.debug( - f"[{log_str}] got " - f"Table(namespace={table.namespace}, name={table.name}, partitions={table.partitions})" - ) - else: - obj = self._get_object(r) - if obj is None: - raise EnvironmentError( - f"federation get None from {parties} with name {name}, tag {tag}" - ) - rtn.append(obj) - self._federation_object_table.delete(k=r) - LOGGER.debug(f"[{log_str}] got object with type: {type(obj)}") - self._federation_status_table.delete(r) + name, namespace = _deserialize_tuple_of_str(self._meta.get_status(r)) + table: Table = _load_table( + session=self._session, data_dir=self._data_dir, name=name, namespace=namespace, need_cleanup=True + ) + rtn.append(table) + self._meta.ack_status(r) return rtn + def pull_bytes(self, name: str, tag: str, parties: List[PartyMeta]) -> List[bytes]: + results = [] + for party in parties: + _tagged_key = self._federation_object_key(name, tag, party, self._party) + results.append(self._meta.wait_status_set(_tagged_key)) -_meta_table: typing.Optional[Table] = None - -_SESSION = Session(uuid.uuid1().hex) - - -def _get_meta_table(): - global _meta_table - if _meta_table is None: - _meta_table = Table( - _SESSION, - namespace="__META__", - name="fragments", - partitions=10, - need_cleanup=False, - ) - return _meta_table - - -# noinspection PyProtectedMember -def _get_from_meta_table(key): - return _get_meta_table().get(key) - - -# noinspection PyProtectedMember -def _put_to_meta_table(key, value): - _get_meta_table().put(key, value) - - -home = os.getenv("STANDALONE_DATA_HOME") or STANDALONE_DATA_HOME -_data_dir = Path(home).absolute() - - -def _get_data_dir(): - return _data_dir - - -def _get_storage_dir(*args): - return _data_dir.joinpath(*args) - - -async def _check_status_and_get_value(get_func, key): - value = get_func(key) - while value is None: - await asyncio.sleep(0.1) - value = get_func(key) - LOGGER.debug( - "[GET] Got {} type {}".format( - key, "Table" if isinstance(value, tuple) else "Object" - ) - ) - return value + rtn = [] + for r in results: + obj = self._meta.get_object(r) + if obj is None: + raise EnvironmentError(f"object not found: {r}") + rtn.append(obj) + self._meta.ack_object(r) + self._meta.ack_status(r) + return rtn def _create_table( session: "Session", + data_dir: str, name: str, namespace: str, partitions: int, + key_serdes_type: int, + value_serdes_type: int, + partitioner_type: int, need_cleanup=True, error_if_exist=False, ): - if isinstance(namespace, int): - raise ValueError(f"{namespace} {name}") - _table_key = ".".join([namespace, name]) - if _get_from_meta_table(_table_key) is not None: - if error_if_exist: - raise RuntimeError( - f"table already exist: name={name}, namespace={namespace}" - ) - else: - partitions = _get_from_meta_table(_table_key) + assert isinstance(name, str) + assert isinstance(namespace, str) + assert isinstance(partitions, int) + if (exist_partitions := _TableMetaManager.get_table_meta(data_dir, namespace, name)) is None: + _TableMetaManager.add_table_meta( + data_dir, namespace, name, partitions, key_serdes_type, value_serdes_type, partitioner_type + ) else: - _put_to_meta_table(_table_key, partitions) + if error_if_exist: + raise RuntimeError(f"table already exist: name={name}, namespace={namespace}") + partitions = exist_partitions return Table( session=session, + data_dir=data_dir, namespace=namespace, name=name, partitions=partitions, + key_serdes_type=key_serdes_type, + value_serdes_type=value_serdes_type, + partitioner_type=partitioner_type, need_cleanup=need_cleanup, ) -def _exist(name: str, namespace: str): - _table_key = ".".join([namespace, name]) - return _get_from_meta_table(_table_key) is not None - - -def _load_table(session, name, namespace, need_cleanup=False): - _table_key = ".".join([namespace, name]) - partitions = _get_from_meta_table(_table_key) - if partitions is None: +def _load_table(session, data_dir: str, name: str, namespace: str, need_cleanup=False): + table_meta = _TableMetaManager.get_table_meta(data_dir, namespace, name) + if table_meta is None: raise RuntimeError(f"table not exist: name={name}, namespace={namespace}") return Table( session=session, + data_dir=data_dir, namespace=namespace, name=name, - partitions=partitions, need_cleanup=need_cleanup, + partitions=table_meta.num_partitions, + key_serdes_type=table_meta.key_serdes_type, + value_serdes_type=table_meta.value_serdes_type, + partitioner_type=table_meta.partitioner_type, ) -class _TaskInfo: - def __init__(self, task_id, function_id, function_bytes): - self.task_id = task_id - self.function_id = function_id - self.function_bytes = function_bytes - self._function_deserialized = None +class _TaskInputInfo: + def __init__(self, data_dir: str, namespace: str, name: str, num_partitions: int): + self.data_dir = data_dir + self.namespace = namespace + self.name = name + self.num_partitions = num_partitions - def get_func(self): - if self._function_deserialized is None: - self._function_deserialized = f_pickle.loads(self.function_bytes) - return self._function_deserialized + def get_env(self, pid, write=False): + return _get_env_with_data_dir(self.data_dir, self.namespace, self.name, str(pid), write=write) + + +class _TaskOutputInfo: + def __init__(self, data_dir: str, namespace: str, name: str, num_partitions: int, partitioner): + self.data_dir = data_dir + self.namespace = namespace + self.name = name + self.num_partitions = num_partitions + self.partitioner = partitioner + def get_env(self, pid, write=True): + return _get_env_with_data_dir(self.data_dir, self.namespace, self.name, str(pid), write=write) -class _MapReduceTaskInfo: - def __init__(self, task_id, function_id, map_function_bytes, reduce_function_bytes): - self.task_id = task_id - self.function_id = function_id - self.map_function_bytes = map_function_bytes - self.reduce_function_bytes = reduce_function_bytes - self._reduce_function_deserialized = None - self._mapper_function_deserialized = None + def get_partition_id(self, key): + if self.partitioner is None: + raise RuntimeError("partitioner is None") + return self.partitioner(key, self.num_partitions) + + +class _MapReduceFunctorInfo: + def __init__(self, mapper, reducer): + if mapper is not None: + self.mapper_bytes = f_pickle.dumps(mapper) + else: + self.mapper_bytes = None + if reducer is not None: + self.reducer_bytes = f_pickle.dumps(reducer) + else: + self.reducer_bytes = None def get_mapper(self): - if self._mapper_function_deserialized is None: - self._mapper_function_deserialized = f_pickle.loads(self.map_function_bytes) - return self._mapper_function_deserialized + if self.mapper_bytes is None: + raise RuntimeError("mapper is None") + return f_pickle.loads(self.mapper_bytes) def get_reducer(self): - if self._reduce_function_deserialized is None: - self._reduce_function_deserialized = f_pickle.loads( - self.reduce_function_bytes - ) - return self._reduce_function_deserialized + if self.reducer_bytes is None: + raise RuntimeError("reducer is None") + return f_pickle.loads(self.reducer_bytes) -class _Operand: - def __init__(self, namespace, name, partition): - self.namespace = namespace - self.name = name - self.partition = partition +class _BinarySortedMapFunctorInfo: + def __init__(self, mapper): + if mapper is not None: + self.mapper_bytes = f_pickle.dumps(mapper) + else: + self.mapper_bytes = None + + def get_mapper(self): + if self.mapper_bytes is None: + raise RuntimeError("mapper is None") + return f_pickle.loads(self.mapper_bytes) - def as_env(self, write=False): - return _get_env(self.namespace, self.name, str(self.partition), write=write) +class _ReduceFunctorInfo: + def __init__(self, reducer): + if reducer is not None: + self.reducer_bytes = f_pickle.dumps(reducer) + else: + self.reducer_bytes = None -class _UnaryProcess: - def __init__(self, task_info: _TaskInfo, operand: _Operand): - self.info = task_info - self.operand = operand + def get_reducer(self): + if self.reducer_bytes is None: + raise RuntimeError("reducer is None") + return f_pickle.loads(self.reducer_bytes) - def output_operand(self): - return _Operand( - self.info.task_id, self.info.function_id, self.operand.partition - ) - def get_func(self): - return self.info.get_func() +class _ReduceProcess: + def __init__( + self, + partition_id: int, + input_info: _TaskInputInfo, + operator_info: _ReduceFunctorInfo, + ): + self.partition_id = partition_id + self.input_info = input_info + self.operator_info = operator_info + def as_input_env(self, pid, write=False): + return self.input_info.get_env(pid, write=write) -class _MapReduceProcess: - def __init__(self, task_info: _MapReduceTaskInfo, operand: _Operand): - self.info = task_info - self.operand = operand + def input_cursor(self, stack: ExitStack): + return stack.enter_context(stack.enter_context(self.as_input_env(self.partition_id).begin()).cursor()) - def output_operand(self): - return _Operand( - self.info.task_id, self.info.function_id, self.operand.partition + def get_reducer(self): + return self.operator_info.get_reducer() + + +class _MapReduceProcess: + def __init__( + self, + partition_id: int, + input_info: _TaskInputInfo, + output_info: _TaskOutputInfo, + operator_info: _MapReduceFunctorInfo, + ): + self.partition_id = partition_id + self.input_info = input_info + self.output_info = output_info + self.operator_info = operator_info + + def get_input_partition_num(self): + return self.input_info.num_partitions + + def get_output_partition_num(self): + return self.output_info.num_partitions + + def get_input_env(self, pid, write=False): + return self.input_info.get_env(pid, write=write) + + def get_output_env(self, pid, write=True): + return self.output_info.get_env(pid, write=write) + + def get_input_cursor(self, stack: ExitStack, pid=None): + if pid is None: + pid = self.partition_id + if isinstance(pid, int) and pid >= self.input_info.num_partitions: + raise RuntimeError(f"pid {pid} >= input_info.num_partitions {self.input_info.num_partitions}") + return stack.enter_context( + stack.enter_context(stack.enter_context(self.get_input_env(pid, write=False)).begin(write=False)).cursor() ) + def has_partition(self, pid): + return pid < self.input_info.num_partitions + + def get_output_transaction(self, pid, stack: ExitStack): + return stack.enter_context(stack.enter_context(self.get_output_env(pid, write=True)).begin(write=True)) + + def get_output_partition_id(self, key: bytes): + return self.output_info.get_partition_id(key) + def get_mapper(self): - return self.info.get_mapper() + return self.operator_info.get_mapper() def get_reducer(self): - return self.info.get_reducer() + return self.operator_info.get_reducer() -class _BinaryProcess: - def __init__(self, task_info: _TaskInfo, left: _Operand, right: _Operand): - self.info = task_info - self.left = left - self.right = right +class _BinarySortedMapProcess: + def __init__( + self, + partition_id, + first_input_info: _TaskInputInfo, + second_input_info: _TaskInputInfo, + output_info: _TaskOutputInfo, + operator_info: _BinarySortedMapFunctorInfo, + ): + self.partition_id = partition_id + self.first_input = first_input_info + self.second_input = second_input_info + self.output_info = output_info + self.operator_info = operator_info + + def get_input_partition_num(self): + return self.first_input.num_partitions + + def get_output_partition_num(self): + return self.output_info.num_partitions + + def get_first_input_env(self, pid, write=False): + return self.first_input.get_env(pid, write=write) + + def get_second_input_env(self, pid, write=False): + return self.second_input.get_env(pid, write=write) + + def get_output_env(self, pid, write=True): + return self.output_info.get_env(pid, write=write) + + def get_first_input_cursor(self, stack: ExitStack, pid=None): + if pid is None: + pid = self.partition_id + return stack.enter_context( + stack.enter_context( + stack.enter_context(self.get_first_input_env(pid, write=False)).begin(write=False) + ).cursor() + ) - def output_operand(self): - return _Operand(self.info.task_id, self.info.function_id, self.left.partition) + def get_second_input_cursor(self, stack: ExitStack, pid=None): + if pid is None: + pid = self.partition_id + return stack.enter_context( + stack.enter_context( + stack.enter_context(self.get_second_input_env(pid, write=False)).begin(write=False) + ).cursor() + ) + + def get_output_transaction(self, pid, stack: ExitStack): + return stack.enter_context(stack.enter_context(self.get_output_env(pid, write=True)).begin(write=True)) + + def get_output_partition_id(self, key: bytes): + return self.output_info.get_partition_id(key) def get_func(self): - return self.info.get_func() + return self.operator_info.get_mapper() -def _get_env(*args, write=False): - _path = _get_storage_dir(*args) +def _get_env_with_data_dir(data_dir: str, *args, write=False): + _path = Path(data_dir).joinpath(*args) return _open_env(_path, write=write) @@ -884,309 +1016,268 @@ def _open_env(path, write=False): raise lmdb.Error(f"No such file or directory: {path}, with {t} times retry") -def _hash_key_to_partition(key, partitions): - _key = hashlib.sha1(key).digest() - if isinstance(_key, bytes): - _key = int.from_bytes(_key, byteorder="little", signed=False) - if partitions < 1: - raise ValueError("partitions must be a positive number") - b, j = -1, 0 - while j < partitions: - b = int(j) - _key = ((_key * 2862933555777941757) + 1) & 0xFFFFFFFFFFFFFFFF - j = float(b + 1) * (float(1 << 31) / float((_key >> 33) + 1)) - return int(b) - - -serialize = c_pickle.dumps -deserialize = c_pickle.loads - - -def _do_map(p: _UnaryProcess): - rtn = p.output_operand() - with ExitStack() as s: - source_env = s.enter_context(p.operand.as_env()) - partitions = _get_from_meta_table(f"{p.operand.namespace}.{p.operand.name}") - txn_map = {} - for partition in range(partitions): - env = s.enter_context( - _get_env(rtn.namespace, rtn.name, str(partition), write=True) - ) - txn_map[partition] = s.enter_context(env.begin(write=True)) - source_txn = s.enter_context(source_env.begin()) - cursor = s.enter_context(source_txn.cursor()) - for k_bytes, v_bytes in cursor: - k, v = deserialize(k_bytes), deserialize(v_bytes) - k1, v1 = p.get_func()(k, v) - k1_bytes, v1_bytes = serialize(k1), serialize(v1) - partition = _hash_key_to_partition(k1_bytes, partitions) - txn_map[partition].put(k1_bytes, v1_bytes) - return rtn - - def _generator_from_cursor(cursor): for k, v in cursor: - yield deserialize(k), deserialize(v) + yield k, v -def _do_apply_partitions(p: _UnaryProcess): +def _do_mrwi_no_shuffle(p: _MapReduceProcess): + rtn = p.output_info with ExitStack() as s: - rtn = p.output_operand() - source_env = s.enter_context(p.operand.as_env()) - dst_env = s.enter_context(rtn.as_env(write=True)) - - source_txn = s.enter_context(source_env.begin()) - dst_txn = s.enter_context(dst_env.begin(write=True)) - - cursor = s.enter_context(source_txn.cursor()) - v = p.get_func()(_generator_from_cursor(cursor)) - if cursor.last(): - k_bytes = cursor.key() - dst_txn.put(k_bytes, serialize(v)) + dst_txn = p.get_output_transaction(p.partition_id, s) + cursor = p.get_input_cursor(s) + v = p.get_mapper()(p.partition_id, _generator_from_cursor(cursor)) + for k1, v1 in v: + dst_txn.put(k1, v1) + return rtn + + +def _do_mrwi_shuffle_no_reduce(p: _MapReduceProcess): + rtn = p.output_info + if p.has_partition(p.partition_id): + with ExitStack() as s: + cursor = p.get_input_cursor(s) + txn_map = {} + for output_partition_id in range(p.get_output_partition_num()): + txn_map[output_partition_id] = p.get_output_transaction(output_partition_id, s) + output_kv_iter = p.get_mapper()(p.partition_id, _generator_from_cursor(cursor)) + for k_bytes, v_bytes in output_kv_iter: + partition_id = p.get_output_partition_id(k_bytes) + txn_map[partition_id].put(k_bytes, v_bytes) return rtn -def _do_map_partitions(p: _UnaryProcess): +def _do_binary_sorted_map_with_index(p: _BinarySortedMapProcess): + rtn = p.output_info with ExitStack() as s: - rtn = p.output_operand() - source_env = s.enter_context(p.operand.as_env()) - dst_env = s.enter_context(rtn.as_env(write=True)) + first_cursor = p.get_first_input_cursor(s) + second_cursor = p.get_second_input_cursor(s) + dst_txn = p.get_output_transaction(p.partition_id, s) + output_kv_iter = p.get_func()( + p.partition_id, _generator_from_cursor(first_cursor), _generator_from_cursor(second_cursor) + ) + for k_bytes, v_bytes in output_kv_iter: + dst_txn.put(k_bytes, v_bytes) + return rtn - source_txn = s.enter_context(source_env.begin()) - dst_txn = s.enter_context(dst_env.begin(write=True)) - cursor = s.enter_context(source_txn.cursor()) - v = p.get_func()(_generator_from_cursor(cursor)) +def _serialize_shuffle_write_key(iteration_index: int, k_bytes: bytes) -> bytes: + iteration_bytes = iteration_index.to_bytes(4, "big") # 4 bytes for the iteration index + serialized_key = iteration_bytes + k_bytes - if isinstance(v, Iterable): - for k1, v1 in v: - dst_txn.put(serialize(k1), serialize(v1)) - else: - k_bytes = cursor.key() - dst_txn.put(k_bytes, serialize(v)) - return rtn + return serialized_key -def _do_map_reduce_in_partitions(p: _MapReduceProcess): - rtn = p.output_operand() - with ExitStack() as s: - source_env = s.enter_context(p.operand.as_env()) - partitions = _get_from_meta_table(f"{p.operand.namespace}.{p.operand.name}") - txn_map = {} - for partition in range(partitions): - env = s.enter_context( - _get_env(rtn.namespace, rtn.name, str(partition), write=True) - ) - txn_map[partition] = s.enter_context(env.begin(write=True)) - source_txn = s.enter_context(source_env.begin()) - cursor = s.enter_context(source_txn.cursor()) - mapped = p.get_mapper()(_generator_from_cursor(cursor)) - if not isinstance(mapped, Iterable): - raise ValueError("mapper function should return a iterable of pair") - reducer = p.get_reducer() - - for k, v in mapped: - k_bytes = serialize(k) - partition = _hash_key_to_partition(k_bytes, partitions) - # todo: not atomic, fix me - pre_v = txn_map[partition].get(k_bytes, None) - if pre_v is None: - txn_map[partition].put(k_bytes, serialize(v)) - else: - txn_map[partition].put( - k_bytes, serialize(reducer(deserialize(pre_v), v)) - ) - return rtn +def _deserialize_shuffle_write_key(serialized_key: bytes) -> (int, int, bytes): + iteration_bytes = serialized_key[:4] + k_bytes = serialized_key[4:] + iteration_index = int.from_bytes(iteration_bytes, "big") + return iteration_index, k_bytes -def _do_map_values(p: _UnaryProcess): - rtn = p.output_operand() - with ExitStack() as s: - source_env = s.enter_context(p.operand.as_env()) - dst_env = s.enter_context(rtn.as_env(write=True)) +def _get_shuffle_partition_id(shuffle_source_partition_id: int, shuffle_destination_partition_id: int) -> str: + return f"{shuffle_source_partition_id}_{shuffle_destination_partition_id}" - source_txn = s.enter_context(source_env.begin()) - dst_txn = s.enter_context(dst_env.begin(write=True)) - cursor = s.enter_context(source_txn.cursor()) - for k_bytes, v_bytes in cursor: - v = deserialize(v_bytes) - v1 = p.get_func()(v) - dst_txn.put(k_bytes, serialize(v1)) +def _do_mrwi_map_and_shuffle_write(p: _MapReduceProcess): + rtn = p.output_info + if p.has_partition(p.partition_id): + with ExitStack() as s: + cursor = p.get_input_cursor(s) + shuffle_write_txn_map = {} + for output_partition_id in range(p.get_output_partition_num()): + shuffle_partition_id = _get_shuffle_partition_id(p.partition_id, output_partition_id) + shuffle_write_txn_map[output_partition_id] = p.get_output_transaction(shuffle_partition_id, s) + + output_kv_iter = p.get_mapper()(p.partition_id, _generator_from_cursor(cursor)) + for index, (k_bytes, v_bytes) in enumerate(output_kv_iter): + shuffle_write_txn_map[p.get_output_partition_id(k_bytes)].put( + _serialize_shuffle_write_key(index, k_bytes), v_bytes, overwrite=False + ) return rtn -def _do_flat_map(p: _UnaryProcess): - rtn = p.output_operand() +def _do_mrwi_shuffle_read_and_reduce(p: _MapReduceProcess): + rtn = p.output_info + reducer = p.get_reducer() with ExitStack() as s: - source_env = s.enter_context(p.operand.as_env()) - dst_env = s.enter_context(rtn.as_env(write=True)) - - source_txn = s.enter_context(source_env.begin()) - dst_txn = s.enter_context(dst_env.begin(write=True)) - - cursor = s.enter_context(source_txn.cursor()) - for k_bytes, v_bytes in cursor: - k = deserialize(k_bytes) - v = deserialize(v_bytes) - map_result = p.get_func()(k, v) - for result_k, result_v in map_result: - dst_txn.put(serialize(result_k), serialize(result_v)) + dst_txn = p.get_output_transaction(p.partition_id, s) + for input_partition_id in range(p.get_input_partition_num()): + for k_bytes, v_bytes in p.get_input_cursor( + s, pid=_get_shuffle_partition_id(input_partition_id, p.partition_id) + ): + _, key = _deserialize_shuffle_write_key(k_bytes) + if (old := dst_txn.get(key)) is None: + dst_txn.put(key, v_bytes) + else: + dst_txn.put(key, reducer(old, v_bytes)) return rtn -def _do_reduce(p: _UnaryProcess): +def _do_reduce(p: _ReduceProcess): value = None with ExitStack() as s: - source_env = s.enter_context(p.operand.as_env()) - source_txn = s.enter_context(source_env.begin()) - cursor = s.enter_context(source_txn.cursor()) - for k_bytes, v_bytes in cursor: - v = deserialize(v_bytes) + cursor = p.input_cursor(s) + for _, v_bytes in cursor: if value is None: - value = v + value = v_bytes else: - value = p.get_func()(value, v) + value = p.get_reducer()(value, v_bytes) return value -def _do_glom(p: _UnaryProcess): - rtn = p.output_operand() - with ExitStack() as s: - source_env = s.enter_context(p.operand.as_env()) - dst_env = s.enter_context(rtn.as_env(write=True)) - - source_txn = s.enter_context(source_env.begin()) - dest_txn = s.enter_context(dst_env.begin(write=True)) - - cursor = s.enter_context(source_txn.cursor()) - v_list = [] - k_bytes = None - for k, v in cursor: - v_list.append((deserialize(k), deserialize(v))) - k_bytes = k - if k_bytes is not None: - dest_txn.put(k_bytes, serialize(v_list)) - return rtn - - -def _do_sample(p: _UnaryProcess): - rtn = p.output_operand() - fraction, seed = deserialize(p.info.function_bytes) - with ExitStack() as s: - source_env = s.enter_context(p.operand.as_env()) - dst_env = s.enter_context(rtn.as_env(write=True)) - - source_txn = s.enter_context(source_env.begin()) - dst_txn = s.enter_context(dst_env.begin(write=True)) - - cursor = s.enter_context(source_txn.cursor()) - cursor.first() - random_state = np.random.RandomState(seed) - for k, v in cursor: - # noinspection PyArgumentList - if random_state.rand() < fraction: - dst_txn.put(k, v) - return rtn - - -def _do_filter(p: _UnaryProcess): - rtn = p.output_operand() - with ExitStack() as s: - source_env = s.enter_context(p.operand.as_env()) - dst_env = s.enter_context(rtn.as_env(write=True)) - - source_txn = s.enter_context(source_env.begin()) - dst_txn = s.enter_context(dst_env.begin(write=True)) - - cursor = s.enter_context(source_txn.cursor()) - for k_bytes, v_bytes in cursor: - k = c_pickle.loads(k_bytes) - v = c_pickle.loads(v_bytes) - if p.get_func()(k, v): - dst_txn.put(k_bytes, v_bytes) - return rtn - +class _FederationMetaManager: + STATUS_TABLE_NAME_PREFIX = "__federation_status__" + OBJECT_TABLE_NAME_PREFIX = "__federation_object__" -def _do_subtract_by_key(p: _BinaryProcess): - rtn = p.output_operand() - with ExitStack() as s: - left_op = p.left - right_op = p.right - right_env = s.enter_context(right_op.as_env()) - left_env = s.enter_context(left_op.as_env()) - dst_env = s.enter_context(rtn.as_env(write=True)) - - left_txn = s.enter_context(left_env.begin()) - right_txn = s.enter_context(right_env.begin()) - dst_txn = s.enter_context(dst_env.begin(write=True)) - - cursor = s.enter_context(left_txn.cursor()) - for k_bytes, left_v_bytes in cursor: - right_v_bytes = right_txn.get(k_bytes) - if right_v_bytes is None: - dst_txn.put(k_bytes, left_v_bytes) - return rtn - - -def _do_join(p: _BinaryProcess): - rtn = p.output_operand() - with ExitStack() as s: - right_env = s.enter_context(p.right.as_env()) - left_env = s.enter_context(p.left.as_env()) - dst_env = s.enter_context(rtn.as_env(write=True)) - - left_txn = s.enter_context(left_env.begin()) - right_txn = s.enter_context(right_env.begin()) - dst_txn = s.enter_context(dst_env.begin(write=True)) - - cursor = s.enter_context(left_txn.cursor()) - for k_bytes, v1_bytes in cursor: - v2_bytes = right_txn.get(k_bytes) - if v2_bytes is None: - continue - v1 = deserialize(v1_bytes) - v2 = deserialize(v2_bytes) - v3 = p.get_func()(v1, v2) - dst_txn.put(k_bytes, serialize(v3)) - return rtn - - -def _do_union(p: _BinaryProcess): - rtn = p.output_operand() - with ExitStack() as s: - left_env = s.enter_context(p.left.as_env()) - right_env = s.enter_context(p.right.as_env()) - dst_env = s.enter_context(rtn.as_env(write=True)) - - left_txn = s.enter_context(left_env.begin()) - right_txn = s.enter_context(right_env.begin()) - dst_txn = s.enter_context(dst_env.begin(write=True)) - - # process left op - with left_txn.cursor() as left_cursor: - for k_bytes, left_v_bytes in left_cursor: - right_v_bytes = right_txn.get(k_bytes) - if right_v_bytes is None: - dst_txn.put(k_bytes, left_v_bytes) - else: - left_v = deserialize(left_v_bytes) - right_v = deserialize(right_v_bytes) - final_v = p.get_func()(left_v, right_v) - dst_txn.put(k_bytes, serialize(final_v)) - - # process right op - with right_txn.cursor() as right_cursor: - for k_bytes, right_v_bytes in right_cursor: - final_v_bytes = dst_txn.get(k_bytes) - if final_v_bytes is None: - dst_txn.put(k_bytes, right_v_bytes) - return rtn - - -def _kv_to_bytes(k, v): - return c_pickle.dumps(k), c_pickle.dumps(v) + def __init__(self, data_dir: str, session_id, party: Tuple[str, str]) -> None: + self.session_id = session_id + self.party = party + self._data_dir = data_dir + self._env = {} + + def wait_status_set(self, key: bytes) -> bytes: + value = self.get_status(key) + while value is None: + time.sleep(0.1) + value = self.get_status(key) + return key + + def get_status(self, key: bytes): + return self._get(self._get_status_table_name(self.party), key) + + def set_status(self, party: Tuple[str, str], key: bytes, value: bytes): + return self._set(self._get_status_table_name(party), key, value) + + def ack_status(self, key: bytes): + return self._ack(self._get_status_table_name(self.party), key) + + def get_object(self, key: bytes): + return self._get(self._get_object_table_name(self.party), key) + + def set_object(self, party: Tuple[str, str], key: bytes, value: bytes): + return self._set(self._get_object_table_name(party), key, value) + + def ack_object(self, key: bytes): + return self._ack(self._get_object_table_name(self.party), key) + + def _get_status_table_name(self, party: Tuple[str, str]): + return f"{self.STATUS_TABLE_NAME_PREFIX}.{party[0]}_{party[1]}" + + def _get_object_table_name(self, party: Tuple[str, str]): + return f"{self.OBJECT_TABLE_NAME_PREFIX}.{party[0]}_{party[1]}" + + def _get_env(self, name): + if name not in self._env: + self._env[name] = _get_env_with_data_dir(self._data_dir, self.session_id, name, str(0), write=True) + return self._env[name] + + def _get(self, name: str, key: bytes) -> bytes: + env = self._get_env(name) + with env.begin(write=False) as txn: + return txn.get(key) + + def _set(self, name, key: bytes, value: bytes): + env = self._get_env(name) + with env.begin(write=True) as txn: + return txn.put(key, value) + + def _ack(self, name, key: bytes): + env = self._get_env(name) + with env.begin(write=True) as txn: + txn.delete(key) + + +def _hash_namespace_name_to_partition(namespace: str, name: str, partitions: int) -> Tuple[bytes, int]: + k_bytes = f"{name}.{namespace}".encode("utf-8") + partition_id = int.from_bytes(hashlib.sha256(k_bytes).digest(), "big") % partitions + return k_bytes, partition_id + + +class _TableMetaManager: + namespace = "__META__" + name = "fragments" + num_partitions = 11 + _env = {} + + @classmethod + def _get_or_create_meta_env(cls, data_dir: str, p): + if p not in cls._env: + cls._env[p] = _get_env_with_data_dir(data_dir, cls.namespace, cls.name, str(p), write=True) + return cls._env[p] + + @classmethod + def _get_meta_env(cls, data_dir: str, namespace: str, name: str): + k_bytes, p = _hash_namespace_name_to_partition(namespace, name, cls.num_partitions) + env = cls._get_or_create_meta_env(data_dir, p) + return k_bytes, env + + @classmethod + def add_table_meta( + cls, + data_dir: str, + namespace: str, + name: str, + num_partitions: int, + key_serdes_type: int, + value_serdes_type: int, + partitioner_type: int, + ): + k_bytes, env = cls._get_meta_env(data_dir, namespace, name) + meta = _TableMeta(num_partitions, key_serdes_type, value_serdes_type, partitioner_type) + with env.begin(write=True) as txn: + return txn.put(k_bytes, meta.serialize()) + + @classmethod + def get_table_meta(cls, data_dir: str, namespace: str, name: str) -> "_TableMeta": + k_bytes, env = cls._get_meta_env(data_dir, namespace, name) + with env.begin(write=False) as txn: + old_value_bytes = txn.get(k_bytes) + if old_value_bytes is not None: + old_value_bytes = _TableMeta.deserialize(old_value_bytes) + return old_value_bytes + + @classmethod + def destroy_table(cls, data_dir: str, namespace: str, name: str): + k_bytes, env = cls._get_meta_env(data_dir, namespace, name) + with env.begin(write=True) as txn: + txn.delete(k_bytes) + path = Path(data_dir).joinpath(namespace, name) + shutil.rmtree(path, ignore_errors=True) -def _k_to_bytes(k): - return c_pickle.dumps(k) +class _TableMeta: + def __init__(self, num_partitions: int, key_serdes_type: int, value_serdes_type: int, partitioner_type: int): + self.num_partitions = num_partitions + self.key_serdes_type = key_serdes_type + self.value_serdes_type = value_serdes_type + self.partitioner_type = partitioner_type + + def serialize(self) -> bytes: + num_partitions_bytes = self.num_partitions.to_bytes(4, "big") + key_serdes_type_bytes = self.key_serdes_type.to_bytes(4, "big") + value_serdes_type_bytes = self.value_serdes_type.to_bytes(4, "big") + partitioner_type_bytes = self.partitioner_type.to_bytes(4, "big") + return num_partitions_bytes + key_serdes_type_bytes + value_serdes_type_bytes + partitioner_type_bytes + + @classmethod + def deserialize(cls, serialized_bytes: bytes) -> "_TableMeta": + num_partitions = int.from_bytes(serialized_bytes[:4], "big") + key_serdes_type = int.from_bytes(serialized_bytes[4:8], "big") + value_serdes_type = int.from_bytes(serialized_bytes[8:12], "big") + partitioner_type = int.from_bytes(serialized_bytes[12:16], "big") + return cls(num_partitions, key_serdes_type, value_serdes_type, partitioner_type) + + +def _serialize_tuple_of_str(name: str, namespace: str): + name_bytes = name.encode("utf-8") + namespace_bytes = namespace.encode("utf-8") + split_index_bytes = len(name_bytes).to_bytes(4, "big") + return split_index_bytes + name_bytes + namespace_bytes + + +def _deserialize_tuple_of_str(serialized_bytes: bytes): + split_index = int.from_bytes(serialized_bytes[:4], "big") + name = serialized_bytes[4 : 4 + split_index].decode("utf-8") + namespace = serialized_bytes[4 + split_index :].decode("utf-8") + return name, namespace diff --git a/python/fate_flow/engine/storage/standalone/_table.py b/python/fate_flow/engine/storage/standalone/_table.py index 8ba7c80f2..5eac7dcfa 100644 --- a/python/fate_flow/engine/storage/standalone/_table.py +++ b/python/fate_flow/engine/storage/standalone/_table.py @@ -15,7 +15,11 @@ # from typing import Iterable -from fate_flow.engine.storage import StandaloneStoreType, StorageEngine, StorageTableBase +from fate_flow.engine.storage import ( + StandaloneStoreType, + StorageEngine, + StorageTableBase, +) from fate_flow.engine.storage.standalone._standalone import Session @@ -23,6 +27,10 @@ class StorageTable(StorageTableBase): def __init__( self, session: Session, + table, + key_serdes_type, + value_serdes_type, + partitioner_type, address=None, name: str = None, namespace: str = None, @@ -37,19 +45,16 @@ def __init__( partitions=partitions, options=options, engine=StorageEngine.STANDALONE, + key_serdes_type=key_serdes_type, + value_serdes_type=value_serdes_type, + partitioner_type=partitioner_type, ) self._store_type = store_type self._session = session - self._table = self._session.create_table( - namespace=self.address.namespace, - name=self.address.name, - partitions=partitions, - need_cleanup=self._store_type == StandaloneStoreType.ROLLPAIR_IN_MEMORY, - error_if_exist=False, - ) + self._table = table - def _put_all(self, kv_list: Iterable, **kwargs): - return self._table.put_all(kv_list) + def _put_all(self, kv_list: Iterable, partitioner, **kwargs): + return self._table.put_all(kv_list, partitioner) def _collect(self, **kwargs): return self._table.collect(**kwargs) @@ -59,16 +64,3 @@ def _count(self): def _destroy(self): self._table.destroy() - - def _save_as(self, address, name, namespace, partitions=None, **kwargs): - self._table.save_as(name=address.name, namespace=address.namespace) - - table = StorageTable( - session=self._session, - address=address, - partitions=partitions, - name=name, - namespace=namespace, - **kwargs, - ) - return table diff --git a/python/fate_flow/manager/outputs/data.py b/python/fate_flow/manager/outputs/data.py index be7bbe5c8..6a219397a 100644 --- a/python/fate_flow/manager/outputs/data.py +++ b/python/fate_flow/manager/outputs/data.py @@ -116,7 +116,7 @@ def write_data_to_file(cls, output_data_file_path, output_data_meta_file_path, t elif isinstance(v, list): fw.write('{}\n'.format(delimiter.join([str(_v) for _v in v]))) else: - raise ValueError(type(v)) + raise ValueError(f"type={type(v)}, v={v}") @staticmethod def collect_data(table): @@ -199,7 +199,10 @@ def create_data_table( storage_meta = storage.StorageTableBase( namespace=namespace, name=name, address=address, partitions=partitions, engine=engine, - options=None + options=None, + key_serdes_type=0, + value_serdes_type=0, + partitioner_type=0, ) storage_meta.create_meta( data_meta=data_meta, part_of_data=part_of_data, count=count, source=source, data_type=data_type From 24abe46a5d5c44dadcfefdab1f67438a39206598 Mon Sep 17 00:00:00 2001 From: sagewe Date: Tue, 21 Nov 2023 14:36:11 +0800 Subject: [PATCH 354/482] add serdes and partitioners Signed-off-by: sagewe Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/utils/partitioner.py | 55 +++++++++++++++++++++++++++ python/fate_flow/utils/serdes.py | 40 +++++++++++++++++++ 2 files changed, 95 insertions(+) create mode 100644 python/fate_flow/utils/partitioner.py create mode 100644 python/fate_flow/utils/serdes.py diff --git a/python/fate_flow/utils/partitioner.py b/python/fate_flow/utils/partitioner.py new file mode 100644 index 000000000..3cd5dcd26 --- /dev/null +++ b/python/fate_flow/utils/partitioner.py @@ -0,0 +1,55 @@ +import hashlib + + +def partitioner(hash_func, total_partitions): + def partition(key): + return hash_func(key) % total_partitions + + return partition + + +def integer_partitioner(key: bytes, total_partitions): + return int.from_bytes(key, "big") % total_partitions + + +def mmh3_partitioner(key: bytes, total_partitions): + import mmh3 + + return mmh3.hash(key) % total_partitions + + +def _java_string_like_partitioner(key, total_partitions): + _key = hashlib.sha1(key).digest() + _key = int.from_bytes(_key, byteorder="little", signed=False) + b, j = -1, 0 + while j < total_partitions: + b = int(j) + _key = ((_key * 2862933555777941757) + 1) & 0xFFFFFFFFFFFFFFFF + j = float(b + 1) * (float(1 << 31) / float((_key >> 33) + 1)) + return int(b) + + +def get_default_partitioner(): + return _java_string_like_partitioner + + +def get_partitioner_by_type(partitioner_type: int): + if partitioner_type == 0: + return get_default_partitioner() + elif partitioner_type == 1: + return integer_partitioner + elif partitioner_type == 2: + return mmh3_partitioner + else: + raise ValueError(f"partitioner type `{partitioner_type}` not supported") + + +def create_partitioner(partitioner_type): + if partitioner_type is None: + return mmh3_partitioner + if partitioner_type == "integer": + return integer_partitioner + elif partitioner_type == "mmh3": + return mmh3_partitioner + else: + raise ValueError("invalid partitioner type: {}".format(partitioner_type)) diff --git a/python/fate_flow/utils/serdes.py b/python/fate_flow/utils/serdes.py new file mode 100644 index 000000000..9833946ab --- /dev/null +++ b/python/fate_flow/utils/serdes.py @@ -0,0 +1,40 @@ +import pickle +import os + + +class UnsafeSerdes: + def __init__(self): + ... + + def serialize(self, obj) -> bytes: + return pickle.dumps(obj) + + def deserialize(self, bytes) -> object: + return pickle.loads(bytes) + + +class IntegerSerdes: + def __init__(self): + ... + + def serialize(self, obj) -> bytes: + return obj.to_bytes(8, "big") + + def deserialize(self, bytes) -> object: + return int.from_bytes(bytes, "big") + + +def get_unsafe_serdes(): + if True or os.environ.get("SERDES_DEBUG_MODE") == "1": + return UnsafeSerdes() + else: + raise PermissionError("UnsafeSerdes is not allowed in production mode") + + +def get_serdes_by_type(serdes_type: int): + if serdes_type == 0: + return get_unsafe_serdes() + elif serdes_type == 1: + return IntegerSerdes() + else: + raise ValueError(f"serdes type `{serdes_type}` not supported") From dd3de037034605e0138f8c63cc6992e6473fd4ac Mon Sep 17 00:00:00 2001 From: sagewe Date: Wed, 6 Dec 2023 17:07:21 +0800 Subject: [PATCH 355/482] set default partitioner Signed-off-by: sagewe Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/utils/partitioner.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/utils/partitioner.py b/python/fate_flow/utils/partitioner.py index 3cd5dcd26..77424d8b5 100644 --- a/python/fate_flow/utils/partitioner.py +++ b/python/fate_flow/utils/partitioner.py @@ -30,7 +30,8 @@ def _java_string_like_partitioner(key, total_partitions): def get_default_partitioner(): - return _java_string_like_partitioner + return mmh3_partitioner + # return _java_string_like_partitioner def get_partitioner_by_type(partitioner_type: int): From 654dedfc2f20ed05c253e2bb012dd249f02b1fb7 Mon Sep 17 00:00:00 2001 From: sagewe Date: Wed, 6 Dec 2023 20:53:20 +0800 Subject: [PATCH 356/482] fix eggroll import Signed-off-by: sagewe Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/storage/eggroll/_session.py | 5 ++--- python/fate_flow/engine/storage/eggroll/_table.py | 2 +- 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/python/fate_flow/engine/storage/eggroll/_session.py b/python/fate_flow/engine/storage/eggroll/_session.py index 56f929936..f97d35511 100644 --- a/python/fate_flow/engine/storage/eggroll/_session.py +++ b/python/fate_flow/engine/storage/eggroll/_session.py @@ -14,8 +14,8 @@ # limitations under the License. # -from eggroll.core.session import session_init -from eggroll.roll_pair.roll_pair import RollPairContext +from eggroll.session import session_init +from eggroll.computing import RollPairContext from fate_flow.engine.storage import EggRollStoreType, StorageEngine, StorageSessionBase from fate_flow.engine.storage.eggroll._table import StorageTable from fate_flow.entity.types import EggRollAddress @@ -27,7 +27,6 @@ def __init__(self, session_id, options=None): session_id=session_id, engine=StorageEngine.EGGROLL ) self._options = options if options else {} - self._options["eggroll.session.deploy.mode"] = "cluster" self._rp_session = session_init( session_id=self._session_id, options=self._options ) diff --git a/python/fate_flow/engine/storage/eggroll/_table.py b/python/fate_flow/engine/storage/eggroll/_table.py index 6c7a56d5a..48d80d58d 100644 --- a/python/fate_flow/engine/storage/eggroll/_table.py +++ b/python/fate_flow/engine/storage/eggroll/_table.py @@ -16,7 +16,7 @@ from typing import Iterable from fate_flow.engine.storage import StorageTableBase, EggRollStoreType, StorageEngine -from eggroll.roll_pair.roll_pair import RollPairContext, RollPair +from eggroll.computing import RollPairContext, RollPair class StorageTable(StorageTableBase): From c2f090e07499f889878aa4fe0fca0540c654f063 Mon Sep 17 00:00:00 2001 From: sagewe Date: Thu, 7 Dec 2023 13:00:20 +0800 Subject: [PATCH 357/482] add host port to fateflow eggroll storage Signed-off-by: sagewe Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/storage/eggroll/_session.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/engine/storage/eggroll/_session.py b/python/fate_flow/engine/storage/eggroll/_session.py index f97d35511..d048eb253 100644 --- a/python/fate_flow/engine/storage/eggroll/_session.py +++ b/python/fate_flow/engine/storage/eggroll/_session.py @@ -22,13 +22,18 @@ class StorageSession(StorageSessionBase): - def __init__(self, session_id, options=None): + def __init__(self, session_id, host: str = None, port: int = None, options=None, config_options=None, config_properties_file=None): super(StorageSession, self).__init__( session_id=session_id, engine=StorageEngine.EGGROLL ) self._options = options if options else {} self._rp_session = session_init( - session_id=self._session_id, options=self._options + session_id=self._session_id, + host=host, + port=port, + options=self._options, + config_options=config_options, + config_properties_file=config_properties_file ) self._rpc = RollPairContext(session=self._rp_session) self._session_id = self._rp_session.get_session_id() From fc261baa2939931c985c2f1490e6dff8ae30509b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Dec 2023 15:27:08 +0800 Subject: [PATCH 358/482] add host and port params for eggroll Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/service_conf.yaml | 3 +++ python/fate_flow/controller/parser.py | 8 ++++++-- python/fate_flow/engine/storage/_session.py | 10 ++++++---- python/fate_flow/entity/spec/dag/_computing.py | 5 +++++ 4 files changed, 20 insertions(+), 6 deletions(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index f63cbe49b..18cbdf8b0 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -80,6 +80,9 @@ computing: eggroll: cores: 32 nodes: 1 + # cluster manager host and port + host: 127.0.0.1 + port: 9340 spark: # default use SPARK_HOME environment variable home: diff --git a/python/fate_flow/controller/parser.py b/python/fate_flow/controller/parser.py index 6363c788f..77bedeb6f 100644 --- a/python/fate_flow/controller/parser.py +++ b/python/fate_flow/controller/parser.py @@ -29,7 +29,7 @@ from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.runtime.system_settings import ENGINES, PROXY, FATE_FLOW_CONF_PATH, HOST, HTTP_PORT, PROTOCOL, \ - API_VERSION + API_VERSION, COMPUTING_CONF from fate_flow.utils import job_utils, file_utils @@ -244,7 +244,11 @@ def generate_computing_conf(self): if ENGINES.get(EngineType.COMPUTING).lower() == ComputingEngine.EGGROLL: return EggrollComputingSpec( type=ENGINES.get(EngineType.COMPUTING).lower(), - metadata={"computing_id": self.computing_id} + metadata={ + "computing_id": self.computing_id, + "host": COMPUTING_CONF.get(ComputingEngine.EGGROLL).get("host"), + "port": COMPUTING_CONF.get(ComputingEngine.EGGROLL).get("port") + } ) if ENGINES.get(EngineType.COMPUTING).lower() == ComputingEngine.SPARK: diff --git a/python/fate_flow/engine/storage/_session.py b/python/fate_flow/engine/storage/_session.py index c148d2752..e38207939 100644 --- a/python/fate_flow/engine/storage/_session.py +++ b/python/fate_flow/engine/storage/_session.py @@ -27,8 +27,8 @@ ) from fate_flow.engine.storage._table import StorageTableMeta -from fate_flow.entity.types import EngineType, StorageEngine -from fate_flow.runtime.system_settings import ENGINES +from fate_flow.entity.types import EngineType, StorageEngine, ComputingEngine +from fate_flow.runtime.system_settings import ENGINES, COMPUTING_CONF from fate_flow.utils import base_utils from fate_flow.utils.log import getLogger @@ -224,9 +224,11 @@ def _get_or_create_storage( engine_name=storage_engine, engine_session_id=storage_session_id, ) - + kwargs = {} if storage_engine == StorageEngine.EGGROLL: from fate_flow.engine.storage.eggroll import StorageSession + kwargs["host"] = COMPUTING_CONF.get(StorageEngine.EGGROLL).get("host") + kwargs["port"] = COMPUTING_CONF.get(StorageEngine.EGGROLL).get("port") elif storage_engine == StorageEngine.STANDALONE: from fate_flow.engine.storage.standalone import StorageSession @@ -242,7 +244,7 @@ def _get_or_create_storage( f"can not be initialized with storage engine: {storage_engine}" ) storage_session = StorageSession( - session_id=storage_session_id, options=kwargs.get("options", {}) + session_id=storage_session_id, options=kwargs.get("options", {}), **kwargs ) self._storage_session[storage_session_id] = storage_session diff --git a/python/fate_flow/entity/spec/dag/_computing.py b/python/fate_flow/entity/spec/dag/_computing.py index d2cc2736e..f786c357f 100644 --- a/python/fate_flow/entity/spec/dag/_computing.py +++ b/python/fate_flow/entity/spec/dag/_computing.py @@ -15,6 +15,7 @@ from typing import Literal, TypeVar import pydantic +from pydantic import typing class StandaloneComputingSpec(pydantic.BaseModel): @@ -29,6 +30,10 @@ class MetadataSpec(pydantic.BaseModel): class EggrollComputingSpec(pydantic.BaseModel): class MetadataSpec(pydantic.BaseModel): computing_id: str + host: typing.Optional[str] = None + port: typing.Optional[int] = None + config_options: typing.Optional[dict] = None + config_properties_file: typing.Optional[str] = None options: dict = {} type: Literal["eggroll"] From 3db29df34c590fa3dae355272a7d97b21dae88bf Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Dec 2023 15:48:21 +0800 Subject: [PATCH 359/482] update cluster default port Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/service_conf.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index 18cbdf8b0..28933a93d 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -82,7 +82,7 @@ computing: nodes: 1 # cluster manager host and port host: 127.0.0.1 - port: 9340 + port: 4670 spark: # default use SPARK_HOME environment variable home: From 5f8dd3a6f295cbba6feb5b2034118560a653aab3 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Dec 2023 18:43:33 +0800 Subject: [PATCH 360/482] fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/job.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/controller/job.py b/python/fate_flow/controller/job.py index ac07d2838..f05d3df45 100644 --- a/python/fate_flow/controller/job.py +++ b/python/fate_flow/controller/job.py @@ -359,7 +359,7 @@ def calculate_resource(cls, dag_schema: DAGSchema, role): task_run["nodes"] = COMPUTING_CONF.get(ComputingEngine.EGGROLL).get("nodes") task_run["task_cores_per_node"] = max(total_cores // task_run["nodes"], 1) - task_cores = task_run["task_cores_per_node"] * task_run["task_cores_per_node"] + task_cores = task_run["task_cores_per_node"] * task_run["nodes"] if role in IGNORE_RESOURCE_ROLES: task_run["task_cores_per_node"] = 1 From 372e95646f30d3765bbcdcccc71828266df40ae7 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Dec 2023 18:43:48 +0800 Subject: [PATCH 361/482] fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- .../fate_flow/components/components/upload.py | 19 ++++++++++++++----- 1 file changed, 14 insertions(+), 5 deletions(-) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 23fbe08b2..be2bb5f1d 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -16,14 +16,15 @@ import logging import os import secrets +import uuid from typing import Union from fate_flow.components import cpn from fate_flow.engine.storage import Session, StorageEngine, DataType, StorageTableMeta from fate_flow.entity.spec.dag import IOMeta, ArtifactOutputSpec, Metadata, ArtifactSource, MetricData -from fate_flow.entity.types import JsonMetricArtifactType +from fate_flow.entity.types import JsonMetricArtifactType, EngineType from fate_flow.manager.outputs.data import DatasetManager -from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME +from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME, ENGINES from fate_flow.utils.file_utils import get_fate_flow_directory from fate_flow.utils.io_utils import URI @@ -132,6 +133,10 @@ def run(self, parameters: UploadParam, outputs: IOMeta.OutputMeta, job_id=""): get_fate_flow_directory(), parameters.file ) name, namespace = parameters.name, parameters.namespace + if not name or not namespace: + namespace, name = self.parameters.namespace, self.parameters.name = self.generate_table_name() + if not parameters.storage_engine: + parameters.storage_engine = ENGINES.get(EngineType.STORAGE) with Session() as sess: # clean table table = sess.get_table(namespace=namespace, name=name) @@ -339,14 +344,14 @@ def save_outputs(self, job_id, outputs: IOMeta.OutputMeta, data_count): type_name=DataType.TABLE, ) uri = DatasetManager.output_local_uri( - task_info=dict(job_id=job_id, role="guest", party_id="0", task_name="upload", task_version="0"), + task_info=dict(job_id=job_id, role="local", party_id="0", task_name="upload", task_version="0"), name="metric", type_name=JsonMetricArtifactType.type_name ) path = URI.from_string(uri).to_schema().path os.makedirs(os.path.dirname(path), exist_ok=True) - metrics = [MetricData(name="upload", data={"name": self.parameters.name, "namespace":self.parameters.namespace, + metrics = [MetricData(name="upload", data={"name": self.parameters.name, "namespace": self.parameters.namespace, "count": data_count}).dict()] with open(path, "w") as f: json.dump(metrics, f) @@ -355,5 +360,9 @@ def save_outputs(self, job_id, outputs: IOMeta.OutputMeta, data_count): metadata=Metadata(metadata={}), type_name=JsonMetricArtifactType.type_name ) - outputs.data = {"data": data.dict()} + outputs.data = {"table": data.dict()} outputs.metric = {"metric": metric.dict()} + + @staticmethod + def generate_table_name(): + return "upload", uuid.uuid1().hex From 7338bc894eb1900336c554f22906596dd867d890 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Dec 2023 18:44:08 +0800 Subject: [PATCH 362/482] update version Signed-off-by: zhihuiwan <15779896112@163.com> --- fateflow.env | 2 +- python/fate_flow/utils/version.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/fateflow.env b/fateflow.env index 6ac227a09..83c19a86b 100644 --- a/fateflow.env +++ b/fateflow.env @@ -1,3 +1,3 @@ FATE=2.0.0.rc1 -FATEFlow=2.0.0.rc1 +FATE_FLOW=2.0.0.rc1 PYTHON=3.8 \ No newline at end of file diff --git a/python/fate_flow/utils/version.py b/python/fate_flow/utils/version.py index 9812830a9..192de98f3 100644 --- a/python/fate_flow/utils/version.py +++ b/python/fate_flow/utils/version.py @@ -28,7 +28,7 @@ def get_versions() -> typing.Mapping[str, typing.Any]: def get_flow_version() -> typing.Optional[str]: - return get_versions().get("FATEFlow") + return get_versions().get("FATE_FLOW") def get_default_fate_version() -> typing.Optional[str]: From 3c949f6dedc0e274877317ec469d39d78ab463a6 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Dec 2023 20:13:25 +0800 Subject: [PATCH 363/482] update upload Signed-off-by: zhihuiwan <15779896112@163.com> --- examples/upload/upload_guest.json | 4 +- examples/upload/upload_host.json | 4 +- python/fate_flow/apps/client/data_app.py | 2 +- .../fate_flow/components/components/upload.py | 7 +-- .../engine/storage/standalone/_session.py | 4 +- python/fate_flow/manager/components/base.py | 6 ++- .../manager/components/component_manager.py | 49 +++++++++++++++++++ 7 files changed, 68 insertions(+), 8 deletions(-) diff --git a/examples/upload/upload_guest.json b/examples/upload/upload_guest.json index 68c57de04..1f9886fdb 100644 --- a/examples/upload/upload_guest.json +++ b/examples/upload/upload_guest.json @@ -7,5 +7,7 @@ "delimiter": ",", "label_name": "y", "match_id_name": "id" - } + }, + "namespace": "experiment", + "name": "breast_homo_guest" } diff --git a/examples/upload/upload_host.json b/examples/upload/upload_host.json index 0fb688987..62c1aaa35 100644 --- a/examples/upload/upload_host.json +++ b/examples/upload/upload_host.json @@ -6,5 +6,7 @@ "meta": { "delimiter": ",", "match_id_name": "id" - } + }, + "namespace": "experiment", + "name": "breast_homo_host" } diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index b6be0c963..353afc3c5 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -35,7 +35,7 @@ @API.Input.json(namespace=fields.String(required=False), desc=NAMESPACE) @API.Input.json(name=fields.String(required=False), desc=NAME) def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_sid=False): - result = ComponentManager.upload( + result = ComponentManager.upload_dataframe( file=file, head=head, partitions=partitions, meta=meta, namespace=namespace, name=name, extend_sid=extend_sid ) return API.Output.json(**result) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index be2bb5f1d..9c8527d6f 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -124,7 +124,7 @@ def __init__(self): self.table = None self.data_meta = {} - def run(self, parameters: UploadParam, outputs: IOMeta.OutputMeta, job_id=""): + def run(self, parameters: UploadParam, outputs: IOMeta.OutputMeta = None, job_id=""): self.parameters = parameters logging.info(self.parameters.to_dict()) storage_address = self.parameters.storage_address @@ -197,7 +197,8 @@ def run(self, parameters: UploadParam, outputs: IOMeta.OutputMeta, job_id=""): logging.info("file: {}".format(self.parameters.file)) logging.info("total data_count: {}".format(data_table_count)) logging.info("table name: {}, table namespace: {}".format(name, namespace)) - self.save_outputs(job_id, outputs, data_table_count) + if outputs: + self.save_outputs(job_id, outputs, data_table_count) return {"name": name, "namespace": namespace, "count": data_table_count, "data_meta": self.data_meta} def save_data_table(self, job_id): @@ -344,7 +345,7 @@ def save_outputs(self, job_id, outputs: IOMeta.OutputMeta, data_count): type_name=DataType.TABLE, ) uri = DatasetManager.output_local_uri( - task_info=dict(job_id=job_id, role="local", party_id="0", task_name="upload", task_version="0"), + task_info=dict(job_id=job_id, role="local", party_id="0", task_name="upload_0", task_version="0"), name="metric", type_name=JsonMetricArtifactType.type_name ) diff --git a/python/fate_flow/engine/storage/standalone/_session.py b/python/fate_flow/engine/storage/standalone/_session.py index 7598bf63d..4046632f6 100644 --- a/python/fate_flow/engine/storage/standalone/_session.py +++ b/python/fate_flow/engine/storage/standalone/_session.py @@ -13,6 +13,8 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import os + from fate_flow.engine.storage import ( StorageSessionBase, StorageEngine, @@ -31,7 +33,7 @@ def __init__(self, session_id, options=None): ) self._options = options if options else {} self._session = Session( - session_id=self._session_id, data_dir=STANDALONE_DATA_HOME + session_id=self._session_id, data_dir=os.getenv("STANDALONE_DATA_HOME") or STANDALONE_DATA_HOME ) def load( diff --git a/python/fate_flow/manager/components/base.py b/python/fate_flow/manager/components/base.py index b7cc51056..8be0b2fcb 100644 --- a/python/fate_flow/manager/components/base.py +++ b/python/fate_flow/manager/components/base.py @@ -33,7 +33,11 @@ def local_dag_schema(task_name, component_ref, parameters, inputs=None, provider conf=JobConfSpec(task=TaskConfSpec(provider=provider.provider_name)), parties=[party], stage="default", - tasks={task_name: TaskSpec(component_ref=component_ref, parties=[party])}, + tasks={task_name: TaskSpec( + component_ref=component_ref, + parties=[party], + conf=dict(provider=provider.provider_name) + )}, party_tasks={ f"{role}_{party_id}": PartyTaskSpec( parties=[party], diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index ca7009e96..e2254b606 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -17,6 +17,8 @@ from fate_flow.controller.job import JobController from fate_flow.entity.code import ReturnCode +from fate_flow.entity.spec.dag import PartyTaskRefSpec, TaskSpec, PartySpec, RuntimeInputArtifacts, \ + RuntimeTaskOutputChannelSpec from fate_flow.entity.types import EngineType from fate_flow.manager.components.base import Base from fate_flow.manager.service.provider_manager import ProviderManager @@ -93,3 +95,50 @@ def download(cls, namespace, name, path): result["data"] = {"name": name, "namespace": namespace, "path": path} return result + @classmethod + def upload_dataframe(cls, file, head, partitions, meta, namespace, name, extend_sid): + parameters = { + "file": file, + "head": head, + "partitions": partitions, + "meta": meta, + "extend_sid": extend_sid + } + address = STORAGE.get(ENGINES.get(EngineType.STORAGE)) + if address: + parameters.update({"address": address}) + role = "local" + party_id = "0" + upload_name = "upload_0" + upload_ref = "upload" + transformer_name = "transformer_0" + transformer_ref = "dataframe_transformer" + + dag_schema = cls.local_dag_schema( + task_name=upload_name, + component_ref=upload_ref, + parameters=parameters, + role=role, + party_id=party_id + ) + dag_schema.dag.party_tasks[f"{role}_{party_id}"].tasks[transformer_name] = PartyTaskRefSpec( + parameters={"namespace": namespace, "name": name} + ) + + fate_provider = ProviderManager.get_default_fate_provider() + + dag_schema.dag.tasks[transformer_name] = TaskSpec( + component_ref=transformer_ref, + parties=[PartySpec(role=role, party_id=[party_id])], + conf=dict({"provider": fate_provider.provider_name}), + inputs=RuntimeInputArtifacts( + data={ + "table": { + "task_output_artifact": + RuntimeTaskOutputChannelSpec(producer_task=upload_name, output_artifact_key="table")} + }) + ) + result = JobController.request_create_job(dag_schema, is_local=True) + if result.get("code") == ReturnCode.Base.SUCCESS: + result["data"] = {"name": name, "namespace": namespace} + return result From 56210d211b8cf38996975b11e8304570be76a0b6 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Dec 2023 20:17:34 +0800 Subject: [PATCH 364/482] update examples Signed-off-by: zhihuiwan <15779896112@163.com> --- examples/upload/upload_guest.json | 2 +- examples/upload/upload_host.json | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/upload/upload_guest.json b/examples/upload/upload_guest.json index 1f9886fdb..b7526c89a 100644 --- a/examples/upload/upload_guest.json +++ b/examples/upload/upload_guest.json @@ -9,5 +9,5 @@ "match_id_name": "id" }, "namespace": "experiment", - "name": "breast_homo_guest" + "name": "breast_hetero_guest" } diff --git a/examples/upload/upload_host.json b/examples/upload/upload_host.json index 62c1aaa35..efb6fec36 100644 --- a/examples/upload/upload_host.json +++ b/examples/upload/upload_host.json @@ -8,5 +8,5 @@ "match_id_name": "id" }, "namespace": "experiment", - "name": "breast_homo_host" + "name": "breast_hetero_host" } From 5ae8692257fdccb34011732c09212a8ed67a1be4 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Dec 2023 20:22:59 +0800 Subject: [PATCH 365/482] update upload api Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/data_app.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 353afc3c5..027433646 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -35,9 +35,14 @@ @API.Input.json(namespace=fields.String(required=False), desc=NAMESPACE) @API.Input.json(name=fields.String(required=False), desc=NAME) def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_sid=False): - result = ComponentManager.upload_dataframe( - file=file, head=head, partitions=partitions, meta=meta, namespace=namespace, name=name, extend_sid=extend_sid - ) + if namespace and name: + result = ComponentManager.upload_dataframe( + file=file, head=head, partitions=partitions, meta=meta, namespace=namespace, name=name, extend_sid=extend_sid + ) + else: + result = ComponentManager.upload( + file=file, head=head, partitions=partitions, meta=meta, namespace=namespace, name=name, extend_sid=extend_sid + ) return API.Output.json(**result) From 2e783f3550edd9a3514c79d3f1fa2f2fe7694b8d Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 8 Dec 2023 17:58:20 +0800 Subject: [PATCH 366/482] update service.sh Signed-off-by: zhihuiwan <15779896112@163.com> --- bin/service.sh | 47 ++++++++++++++++++++--------------------------- 1 file changed, 20 insertions(+), 27 deletions(-) diff --git a/bin/service.sh b/bin/service.sh index 72003936e..936275028 100644 --- a/bin/service.sh +++ b/bin/service.sh @@ -37,43 +37,41 @@ # ----------------------------------------------------------------------------- # --------------- Color Definitions --------------- -esc_c="\e[0m" -error_c="\e[31m" -ok_c="\e[32m" -highlight_c="\e[43m" +esc_c=$(tput sgr0) +error_c=$(tput setaf 1) +ok_c=$(tput setaf 2) +highlight_c=$(tput setaf 3) # --------------- Logging Functions --------------- print_info() { local timestamp=$(date '+%Y-%m-%d %H:%M:%S') local overwrite=$2 - # Check if we need to overwrite the current line - if [ "$overwrite" == "overwrite" ]; then + if [ "$overwrite" = "overwrite" ]; then echo -ne "\r${ok_c}[${timestamp}][MS]${esc_c} $1" else - echo -e "${ok_c}[${timestamp}][MS]${esc_c} $1" + echo "${ok_c}[${timestamp}][MS]${esc_c} $1" fi } print_ok() { local overwrite=$2 local timestamp=$(date '+%Y-%m-%d %H:%M:%S') - if [ "$overwrite" == "overwrite" ]; then + if [ "$overwrite" = "overwrite" ]; then echo -ne "\r${ok_c}[${timestamp}][OK]${esc_c} $1" else - echo -e "${ok_c}[${timestamp}][OK]${esc_c} $1" + echo "${ok_c}[${timestamp}][OK]${esc_c} $1" fi } print_error() { local overwrite=$3 local timestamp=$(date '+%Y-%m-%d %H:%M:%S') - if [ "$overwrite" == "overwrite" ]; then + if [ "$overwrite" = "overwrite" ]; then echo -ne "\r${error_c}[${timestamp}][ER]${esc_c} $1: $2" else - echo -e "${error_c}[${timestamp}][ER]${esc_c} $1: $2" + echo "${error_c}[${timestamp}][ER]${esc_c} $1: $2" fi } - # --------------- Util Functions --------------- # Check if the dependencies are installed on the system check_dependencies() { @@ -115,7 +113,7 @@ get_port_from_yaml() { vname[indent] = $2; for (i in vname) {if (i > indent) {delete vname[i]}} if (length($3) > 0) { - vn=""; + vn=""; for (i=0; i/dev/null; then - print_error "Process with PID ${pid} is not running." "" "overwrite" + echo "Process with PID ${pid} is not running." echo return 1 fi if lsof -i :${http_port} | grep -q LISTEN && lsof -i :${grpc_port} | grep -q LISTEN; then - print_ok "Service started successfully!" "overwrite" + echo "Service started successfully!" echo return 0 fi - # Update spinning wheel - case $spin_state in - 0) spinner_char="/" ;; - 1) spinner_char="-" ;; - 2) spinner_char="\\" ;; - 3) spinner_char="|" ;; - esac - print_info "$spinner_char" "overwrite" - spin_state=$(((spin_state + 1) % 4)) + local char_index=$((elapsed_ms / interval_ms % ${#spin_chars})) + local char="${spin_chars:char_index:1}" + printf "[%s][MS] %s\r" "$(date '+%Y-%m-%d %H:%M:%S')" "$char" sleep $((interval_ms / 1000)).$((interval_ms % 1000)) elapsed_ms=$((elapsed_ms + interval_ms)) done - print_error "Service did not start up within the expected time." "" "overwrite" + echo "Service did not start up within the expected time." echo return 1 } + # Draw a progress bar for visual feedback draw_progress_bar() { local completed=$1 @@ -284,7 +277,7 @@ start() { exec FATE_PROJECT_BASE="${PROJECT_BASE}" python "${FATE_FLOW_BASE}/python/fate_flow/fate_flow_server.py" >>"${LOG_STDOUT}" 2>>"${LOG_STDERR}" else export FATE_PROJECT_BASE="${PROJECT_BASE}" - nohup python "${FATE_FLOW_BASE}/python/fate_flow/fate_flow_server.py" >>"${LOG_STDOUT}" 2> >(tee -a "${LOG_STDERR}" >>"${startup_error_tmp}") & + nohup python "${FATE_FLOW_BASE}/python/fate_flow/fate_flow_server.py" >>"${LOG_STDOUT}" 2>>"${LOG_STDERR}" & unset FATE_PROJECT_BASE pid=$! print_info "Process ID (PID): ${highlight_c}${pid}${esc_c}" From 9c39eafbe90cc5c3b9535731211abdc7b576f720 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Fri, 8 Dec 2023 18:08:22 +0800 Subject: [PATCH 367/482] add log&dag&upload Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/apps/client/data_app.py | 23 +++- .../fate_flow/components/components/upload.py | 2 + python/fate_flow/entity/spec/dag/_logger.py | 13 ++ .../manager/components/component_manager.py | 20 ++- python/fate_flow/manager/outputs/log.py | 16 ++- python/fate_flow/manager/pipeline/pipeline.py | 122 +++++++++--------- python/fate_flow/scheduler/scheduler.py | 15 ++- python/fate_flow/utils/file_utils.py | 6 + 8 files changed, 145 insertions(+), 72 deletions(-) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 5f6deb439..07d139543 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -13,15 +13,16 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import json from webargs import fields - +from flask import request from fate_flow.apps.desc import SERVER_FILE_PATH, HEAD, PARTITIONS, META, EXTEND_SID, NAMESPACE, NAME, DATA_WAREHOUSE, \ DROP, SITE_NAME from fate_flow.engine import storage from fate_flow.manager.components.component_manager import ComponentManager from fate_flow.manager.outputs.data import DataManager from fate_flow.utils.api_utils import API -from fate_flow.errors.server_error import NoFoundTable +from fate_flow.errors.server_error import NoFoundTable, NoFoundFile page_name = "data" @@ -46,6 +47,24 @@ def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_ return API.Output.json(**result) +@manager.route('/component/upload/file', methods=['POST']) +@API.Input.form(head=fields.Bool(required=True), desc=HEAD) +@API.Input.form(partitions=fields.Integer(required=True), desc=PARTITIONS) +@API.Input.form(meta=fields.String(required=True), desc=META) +@API.Input.form(extend_sid=fields.Bool(required=False), desc=EXTEND_SID) +@API.Input.form(namespace=fields.String(required=False), desc=NAMESPACE) +@API.Input.form(name=fields.String(required=False), desc=NAME) +def upload_file(head, partitions, meta, namespace=None, name=None, extend_sid=False): + + file = request.files.get('file') + if not file: + raise NoFoundFile() + result = ComponentManager.upload_file(file=file, head=head, partitions=partitions, meta=json.loads(meta), namespace=namespace, name=name, + extend_sid=extend_sid) + + return API.Output.json(**result) + + @manager.route('/component/download', methods=['POST']) @API.Input.json(name=fields.String(required=True), desc=NAME) @API.Input.json(namespace=fields.String(required=True), desc=NAMESPACE) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 9c8527d6f..559c70f21 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -104,6 +104,7 @@ def __init__( head=1, partitions=10, extend_sid=False, + is_temp_file=False, address: dict = {}, meta: dict = {} ): @@ -116,6 +117,7 @@ def __init__( self.extend_sid = extend_sid self.meta = MetaParam(**meta) self.storage_address = address + self.is_temp_file = is_temp_file class Upload: diff --git a/python/fate_flow/entity/spec/dag/_logger.py b/python/fate_flow/entity/spec/dag/_logger.py index efcabd28c..806a25ada 100644 --- a/python/fate_flow/entity/spec/dag/_logger.py +++ b/python/fate_flow/entity/spec/dag/_logger.py @@ -70,6 +70,11 @@ def __init__(self, level, formatters, delay, log_base_dir, aggregate_log_base_di loglevel=level, ) + os.makedirs(aggregate_log_base_dir, exist_ok=True) + self._add_party_id_loggers( + aggregate_log_base_dir=aggregate_log_base_dir, formatter_name="root", delay=delay + ) + if aggregate_log_base_dir is not None: self._add_aggregate_error_logger( aggregate_log_base_dir, formatter_name="root", delay=delay @@ -94,6 +99,14 @@ def _add_root_loggers(self, log_base_dir, formatter_name, delay): ) self.root["handlers"].append(handler_name) + def _add_party_id_loggers(self, aggregate_log_base_dir, formatter_name, delay): + for level in _LOGGER_LEVELS: + handler_name = f"root_{level.lower()}" + self.handlers[handler_name] = self._create_file_handler( + level, formatter_name, delay, os.path.join(aggregate_log_base_dir, level) + ) + self.root["handlers"].append(handler_name) + def _add_aggregate_error_logger(self, log_base_dir, formatter_name, delay): # error from all component handler_name = "global_error" diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index e2254b606..e66394be0 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -14,6 +14,9 @@ # limitations under the License. # import uuid +import os +from tempfile import NamedTemporaryFile + from fate_flow.controller.job import JobController from fate_flow.entity.code import ReturnCode @@ -25,17 +28,20 @@ from fate_flow.runtime.system_settings import ENGINES, STORAGE from fate_flow.engine import storage from fate_flow.errors.server_error import ExistsTable +from fate_flow.utils.file_utils import save_file +from fate_flow.utils.file_utils import get_fate_flow_directory class ComponentManager(Base): @classmethod - def upload(cls, file, head, partitions, meta, namespace, name, extend_sid): + def upload(cls, file, head, partitions, meta, namespace, name, extend_sid, temp_path=None): parameters = { "file": file, "head": head, "partitions": partitions, "meta": meta, - "extend_sid": extend_sid + "extend_sid": extend_sid, + "is_temp_file": True if temp_path else False } if not name or not namespace: name = str(uuid.uuid1()) @@ -142,3 +148,13 @@ def upload_dataframe(cls, file, head, partitions, meta, namespace, name, extend_ if result.get("code") == ReturnCode.Base.SUCCESS: result["data"] = {"name": name, "namespace": namespace} return result + + @classmethod + def upload_file(cls, file, head, partitions, meta, namespace, name, extend_sid): + path = os.path.join(get_fate_flow_directory(), "temp_file") + if not os.path.exists(path): + os.makedirs(path) + with NamedTemporaryFile(dir=path, prefix='temp_file_', suffix='.csv', delete=False) as temp_file: + temp_path = temp_file.name + save_file(file, temp_path) + return cls.upload(temp_path, head, partitions, meta, namespace, name, extend_sid, temp_path=temp_path) \ No newline at end of file diff --git a/python/fate_flow/manager/outputs/log.py b/python/fate_flow/manager/outputs/log.py index 235437411..211039d6a 100644 --- a/python/fate_flow/manager/outputs/log.py +++ b/python/fate_flow/manager/outputs/log.py @@ -8,12 +8,12 @@ TASK = ["task_error", "task_info", "task_warning", "task_debug"] -def parameters_check(log_type, job_id, role, party_id, task_name): +def parameters_check(log_type, job_id, role, party_id): if log_type in JOB: if not job_id: return False if log_type in TASK: - if not job_id or not role or not party_id or not task_name: + if not job_id or not role or not party_id: return False return True @@ -28,14 +28,16 @@ def __init__(self, log_type, job_id, party_id="", role="", task_name="", **kwarg @property def task_base_path(self): - if self.role and self.party_id and self.task_name: - return os.path.join(self.job_id, self.role, self.party_id, self.task_name, "root") - else: - return "" + if self.role and self.party_id: + path = os.path.join(self.job_id, self.role, self.party_id) + if self.task_name: + path = os.path.join(path, self.task_name, 'root') + return path + return "" @property def file_path(self): - status = parameters_check(self.log_type, self.job_id, self.role, self.party_id, self.task_name) + status = parameters_check(self.log_type, self.job_id, self.role, self.party_id) if not status: raise Exception(f"job type {self.log_type} Missing parameters") type_dict = { diff --git a/python/fate_flow/manager/pipeline/pipeline.py b/python/fate_flow/manager/pipeline/pipeline.py index 144c7e9a9..71b92a034 100644 --- a/python/fate_flow/manager/pipeline/pipeline.py +++ b/python/fate_flow/manager/pipeline/pipeline.py @@ -1,81 +1,83 @@ from fate_flow.manager.operation.job_saver import JobSaver +from fate_flow.hub.flow_hub import FlowHub +from fate_flow.entity.spec.dag import DAGSchema +from fate_flow.entity.spec.dag import DataWarehouseChannelSpec +from fate_flow.controller.parser import JobParser def pipeline_dag_dependency(job): component_list = [] - component_module, dependence_dict, component_need_run = {}, {}, {} - + component_module, dependence_dict, component_need_run, component_stage = {}, {}, {}, {} + # job_parser = FlowHub.load_job_parser(DAGSchema(**job.f_dag)) + job_parser = JobParser(DAGSchema(**job.f_dag)) tasks = job.f_dag["dag"].get("tasks") for name, components in tasks.items(): component_list.append(name) component_module[name] = components["component_ref"] dependence_dict[name] = [] - for name, components in tasks.items(): - dependence_tasks = components["dependent_tasks"] - inputs = components.get("inputs", None) - if 'data' in inputs: - data_input = inputs["data"] - for data_key, data_dct in data_input.items(): - for _k, dataset in data_dct.items(): - if isinstance(dataset, list): - dataset = dataset[0] - up_component_name = dataset.get("producer_task") - # up_pos = component_list.index(up_component_name) - # up_component = components[up_pos] - # data_name = dataset.split(".", -1)[1] - # if up_component.get_output().get("data"): - # data_pos = up_component.get_output().get("data").index(data_name) - # else: - # data_pos = 0 + tasks = JobSaver.query_task(job_id=job.f_job_id, party_id=job.f_party_id, role=job.f_role, only_latest=True) + for task in tasks: + need_run = task.f_component_parameters.get("ComponentParam", {}).get("need_run", True) + component_need_run[task.f_task_name] = need_run - if data_key == "data" or data_key == "train_data": - data_type = data_key - else: - data_type = "validate_data" + task_node = job_parser.get_task_node(task_name=task.f_task_name) + component_stage[task.f_task_name] = task_node.stage + upstream_inputs = task_node.upstream_inputs[job.f_role][job.f_party_id] + model_type_list = list(upstream_inputs.keys()) - dependence_dict[name].append({"component_name": up_component_name, - "type": data_type, - "up_output_info": [data_type, 0]}) + for model_type in model_type_list: + for data_type in list(upstream_inputs[model_type].keys()): + data_value = upstream_inputs[model_type][data_type] + if isinstance(data_value, list): + for value in data_value: + data_source = False + if isinstance(value, DataWarehouseChannelSpec): + up_output_info = [] + data_source = True + else: + up_output_info = [value.output_artifact_key] + if task.f_task_name == value.producer_task: + continue + dependence_dict[task.f_task_name].append({ + "type": data_type, + "model_type": model_type, + "data_source": data_source, + "component_name": value.producer_task if up_output_info else None, + "up_output_info": up_output_info, + "name": value.name if not up_output_info else None, + "name_space": value.name if not up_output_info else None, + }) + else: + data_source = False + if isinstance(data_value, DataWarehouseChannelSpec): + up_output_info = [] + data_source = True + else: + up_output_info = [data_value.output_artifact_key] - input_keyword_type_mapping = {"model": "model", - "isometric_model": "model", - "cache": "cache"} - for keyword, v_type in input_keyword_type_mapping.items(): - if keyword in inputs: - input_list = inputs[keyword] - if not input_list or not isinstance(input_list, dict): - continue - # if isinstance(input_list, list): - # input_list = input_list[0] - for _k, _input in input_list.items(): - if isinstance(_input, list): - _input = _input[0] - up_component_name = _input.get("producer_task") - if up_component_name == "pipeline": + if task.f_task_name == data_value.producer_task: continue - # link_alias = _input.split(".", -1)[1] - # up_pos = component_list.index(up_component_name) - # up_component = self.components[up_pos] - # if up_component.get_output().get(v_type): - # dep_pos = up_component.get_output().get(v_type).index(link_alias) - # else: - dep_pos = 0 - dependence_dict[name].append({"component_name": up_component_name, - "type": v_type, - "up_output_info": [v_type, dep_pos]}) - - if not dependence_dict[name]: - del dependence_dict[name] + dependence_dict[task.f_task_name].append({ + "type": data_type, + "model_type": model_type, + "data_source": data_source, + "component_name": data_value.producer_task if up_output_info else None, + "up_output_info": up_output_info, + "name": data_value.name if not up_output_info else None, + "name_space": data_value.namespace if not up_output_info else None, + }) - tasks = JobSaver.query_task(job_id=job.f_job_id, party_id=job.f_party_id, role=job.f_role, only_latest=True) - for task in tasks: - need_run = task.f_component_parameters.get("ComponentParam", {}).get("need_run", True) - component_need_run[task.f_task_name] = need_run + if not model_type_list: + dependence_dict[task.f_task_name].append({ + "data_source": True, + "up_output_info": []}) base_dependency = {"component_list": component_list, - "dependencies": dependence_dict, + "component_stage": component_stage, "component_module": component_module, - "component_need_run": component_need_run } + "component_need_run": component_need_run, + "dependencies": dependence_dict + } return base_dependency diff --git a/python/fate_flow/scheduler/scheduler.py b/python/fate_flow/scheduler/scheduler.py index 913619679..f76b1457d 100644 --- a/python/fate_flow/scheduler/scheduler.py +++ b/python/fate_flow/scheduler/scheduler.py @@ -13,6 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. import abc +import os from pydantic import typing @@ -25,7 +26,7 @@ from fate_flow.entity.code import ReturnCode from fate_flow.errors.server_error import NoFoundJob from fate_flow.controller.parser import JobParser -from fate_flow.manager.operation.job_saver import ScheduleJobSaver +from fate_flow.manager.operation.job_saver import ScheduleJobSaver, JobSaver from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.controller.federated import FederatedScheduler from fate_flow.utils import schedule_utils, wraps_utils, job_utils @@ -343,6 +344,7 @@ def finish(cls, job, end_status): schedule_logger(job.f_job_id).info(f"job finished with {end_status}, do something...") cls.stop_job(job_id=job.f_job_id, stop_status=end_status) # todo: clean job + cls.delete_temp_file(job) schedule_logger(job.f_job_id).info(f"job finished with {end_status}, done") @classmethod @@ -416,6 +418,17 @@ def fill_default_job_parameters(cls, job_id: str, dag_schema: DAGSchema): if not dag_schema.dag.conf.auto_retries: dag_schema.dag.conf.auto_retries = JobDefaultConfig.auto_retries + @classmethod + def delete_temp_file(cls, job): + task = JobSaver.query_task(job_id=job.f_job_id) + if task: + parameters = task[0].f_component_parameters.get("parameters", {}) + is_temp_file = parameters.get("is_temp_file", None) + if is_temp_file: + file_path = parameters.get('file', None) + if os.path.exists(file_path): + os.remove(file_path) + class TaskScheduler(object): @classmethod diff --git a/python/fate_flow/utils/file_utils.py b/python/fate_flow/utils/file_utils.py index 371be79eb..413ed3b2e 100644 --- a/python/fate_flow/utils/file_utils.py +++ b/python/fate_flow/utils/file_utils.py @@ -90,3 +90,9 @@ def rewrite_json_file(filepath, json_data): with open(filepath, "w") as f: json.dump(json_data, f, indent=4, separators=(",", ": ")) f.close() + + +def save_file(file, path): + with open(path, 'wb') as f: + content = file.stream.read() + f.write(content) \ No newline at end of file From 36ae4cb874494e32101500322f37e5c135cd1d52 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 12 Dec 2023 10:33:18 +0800 Subject: [PATCH 368/482] update schedule and parser Signed-off-by: zhihuiwan <15779896112@163.com> --- examples/dag/asymmetric/union.yaml | 131 ++++++++ examples/{ => dag}/deepspeed/nn_ds.yaml | 0 examples/{ => dag}/lr/predict_lr.yaml | 0 examples/{ => dag}/lr/train_lr.yaml | 62 ++-- python/fate_flow/apps/client/table_app.py | 2 +- python/fate_flow/controller/parser.py | 283 ++++++++++-------- python/fate_flow/controller/task.py | 41 +-- python/fate_flow/engine/devices/deepspeed.py | 18 +- python/fate_flow/engine/storage/_types.py | 2 + python/fate_flow/entity/spec/dag/__init__.py | 4 +- python/fate_flow/entity/spec/dag/_artifact.py | 20 +- .../fate_flow/entity/spec/dag/_component.py | 2 +- python/fate_flow/entity/spec/dag/_job.py | 3 +- python/fate_flow/entity/spec/dag/_output.py | 4 +- .../hub/components_wraps/fate/_wraps.py | 28 +- python/fate_flow/utils/job_utils.py | 8 + 16 files changed, 405 insertions(+), 203 deletions(-) create mode 100644 examples/dag/asymmetric/union.yaml rename examples/{ => dag}/deepspeed/nn_ds.yaml (100%) rename examples/{ => dag}/lr/predict_lr.yaml (100%) rename examples/{ => dag}/lr/train_lr.yaml (79%) diff --git a/examples/dag/asymmetric/union.yaml b/examples/dag/asymmetric/union.yaml new file mode 100644 index 000000000..42bc7978b --- /dev/null +++ b/examples/dag/asymmetric/union.yaml @@ -0,0 +1,131 @@ +dag: + parties: + - party_id: ['9999'] + role: guest + - party_id: ['10000', '9999'] + role: host + party_tasks: + guest_9999: + parties: + - party_id: ['9999'] + role: guest + tasks: + reader_0: + parameters: {name: breast_hetero_guest, namespace: experiment} + host_10000: + parties: + - party_id: ['10000'] + role: host + tasks: + reader_0: + parameters: {name: breast_hetero_host, namespace: experiment} + reader_1: + parameters: {name: breast_hetero_host, namespace: experiment} + host_9999: + parties: + - party_id: ['9999'] + role: host + tasks: + reader_0: + parameters: {name: breast_hetero_host, namespace: experiment} + reader_1: + parameters: {name: breast_hetero_host, namespace: experiment} + reader_2: + parameters: {name: breast_hetero_host, namespace: experiment} + stage: default + tasks: + psi_0: + component_ref: psi + conf: {} + dependent_tasks: [reader_0, union_0] + inputs: + data: + input_data: + task_output_artifact: + - output_artifact_key: data_output + parties: + - party_id: ['9999'] + role: guest + producer_task: reader_0 + - output_artifact_key: output_data + parties: + - party_id: ['9999', '10000'] + role: host + producer_task: union_0 + parameters: {} + parties: + - party_id: ['9999'] + role: guest + - party_id: ['10000', '9999'] + role: host + stage: default + psi_1: + component_ref: psi + conf: {} + dependent_tasks: [reader_0] + inputs: + data: + input_data: + task_output_artifact: + output_artifact_key: data_output + parties: + - party_id: ['9999'] + role: guest + - party_id: ['9999', '10000'] + role: host + producer_task: reader_0 + parameters: {} + parties: + - party_id: ['9999'] + role: guest + - party_id: ['10000', '9999'] + role: host + stage: default + reader_0: + component_ref: reader + conf: {} + parameters: {} + reader_1: + component_ref: reader + conf: {} + parameters: {} + parties: + - party_id: ['10000', '9999'] + role: host + reader_2: + component_ref: reader + conf: {} + parameters: {} + parties: + - party_id: ['9999'] + role: host + union_0: + component_ref: union + conf: {} + dependent_tasks: [reader_1, reader_2, reader_0] + inputs: + data: + input_data_list: + task_output_artifact: + - output_artifact_key: data_output + parties: + - party_id: ['9999', '10000'] + role: host + producer_task: reader_0 + - output_artifact_key: data_output + parties: + - party_id: ['9999', '10000'] + role: host + producer_task: reader_1 + - output_artifact_key: data_output + parties: + - party_id: ['9999'] + role: host + producer_task: reader_2 + parameters: {} + parties: + - party_id: ['10000', '9999'] + role: host + stage: default +schema_version: 2.0.0.beta + diff --git a/examples/deepspeed/nn_ds.yaml b/examples/dag/deepspeed/nn_ds.yaml similarity index 100% rename from examples/deepspeed/nn_ds.yaml rename to examples/dag/deepspeed/nn_ds.yaml diff --git a/examples/lr/predict_lr.yaml b/examples/dag/lr/predict_lr.yaml similarity index 100% rename from examples/lr/predict_lr.yaml rename to examples/dag/lr/predict_lr.yaml diff --git a/examples/lr/train_lr.yaml b/examples/dag/lr/train_lr.yaml similarity index 79% rename from examples/lr/train_lr.yaml rename to examples/dag/lr/train_lr.yaml index b7d0384b4..3a6af1ad3 100644 --- a/examples/lr/train_lr.yaml +++ b/examples/dag/lr/train_lr.yaml @@ -16,32 +16,32 @@ dag: - '9999' role: guest tasks: - psi_0: - inputs: - data: - input_data: - data_warehouse: - name: breast_hetero_guest - namespace: experiment - roles: - - guest + reader_0: + parameters: + name: breast_hetero_guest + namespace: experiment host_9998: parties: - party_id: - '9998' role: host tasks: - psi_0: - inputs: - data: - input_data: - data_warehouse: - name: breast_hetero_host - namespace: experiment - roles: - - host + reader_0: + parameters: + name: breast_hetero_host + namespace: experiment stage: train tasks: + reader_0: + component_ref: reader + parties: + - party_id: + - '9999' + role: guest + - party_id: + - '9998' + role: host + stage: default binning_0: component_ref: hetero_feature_binning dependent_tasks: @@ -82,10 +82,12 @@ dag: data: input_data: task_output_artifact: - - output_artifact_key: train_output_data - producer_task: lr_0 - roles: - - guest + - output_artifact_key: train_output_data + producer_task: lr_0 + parties: + - party_id: + - '9999' + role: guest parameters: default_eval_setting: binary label_column_name: null @@ -106,9 +108,13 @@ dag: task_output_artifact: output_artifact_key: train_output_data producer_task: selection_0 - roles: - - guest - - host + parties: + - party_id: + - '9999' + role: guest + - party_id: + - '9998' + role: host model: {} parameters: batch_size: null @@ -121,7 +127,11 @@ dag: psi_0: component_ref: psi inputs: - data: {} + data: + input_data: + task_output_artifact: + output_artifact_key: data_output + producer_task: reader_0 parameters: {} parties: - party_id: diff --git a/python/fate_flow/apps/client/table_app.py b/python/fate_flow/apps/client/table_app.py index c8ad52ffb..77b50f469 100644 --- a/python/fate_flow/apps/client/table_app.py +++ b/python/fate_flow/apps/client/table_app.py @@ -62,5 +62,5 @@ def bind_path(namespace, name, path): value_serdes_type=0, partitioner_type=0, ) - storage_meta.create_meta(data_type=DataType.FILE) + storage_meta.create_meta(data_type=DataType.DATA_DIRECTORY) return API.Output.json() diff --git a/python/fate_flow/controller/parser.py b/python/fate_flow/controller/parser.py index 77bedeb6f..066f18900 100644 --- a/python/fate_flow/controller/parser.py +++ b/python/fate_flow/controller/parser.py @@ -23,7 +23,7 @@ RuntimeTaskOutputChannelSpec, ComponentSpec, EggrollComputingSpec, SparkComputingSpec, StandaloneComputingSpec, \ StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, \ PulsarFederationSpec, RabbitMQFederationSpec, FlowLogger, MLMDSpec, TaskRuntimeConfSpec, \ - DAGSchema, DAGSpec, PreTaskConfigSpec, FlowRuntimeInputArtifacts, OutputArtifactType + DAGSchema, DAGSpec, PreTaskConfigSpec, FlowRuntimeInputArtifacts, OutputArtifactType, PartySpec from fate_flow.entity.types import EngineType, FederationEngine, DataSet, InputArtifactType, ArtifactSourceType, \ ComputingEngine, OSXMode from fate_flow.manager.service.provider_manager import ProviderManager @@ -138,10 +138,6 @@ def __init__(self, task_node, job_id, task_name, role=None, party_id=None, task_ self.parties = parties self._provider = None - @property - def need_run(self): - return (self.role, self.party_id) in [(party.role, party.party_id) for party in self.runtime_parties] - @property def federation_id(self): return job_utils.generate_task_version_id(task_id=self.task_id, task_version=self.task_version) @@ -172,7 +168,7 @@ def output_definitions(self): @property def task_runtime_conf(self): - _rc = self.task_node.conf.get(self.role, {}).get(self.party_id, {}) + _rc = self.task_node.conf return _rc if _rc else {} @property @@ -200,7 +196,7 @@ def provider_name(self): @property def input_parameters(self): - return self.task_node.runtime_parameters.get(self.role, {}).get(self.party_id, {}) + return self.task_node.runtime_parameters @staticmethod def generate_mlmd(): @@ -353,7 +349,7 @@ def task_parameters(self) -> PreTaskConfigSpec: stage=self.stage, party_id=self.party_id, parameters=self.input_parameters, - input_artifacts=self.task_node.upstream_inputs.get(self.role).get(self.party_id), + input_artifacts=self.task_node.upstream_inputs, conf=self.task_conf, mlmd=self.generate_mlmd() ) @@ -361,11 +357,13 @@ def task_parameters(self) -> PreTaskConfigSpec: class DagParser(object): def __init__(self): - self._dag = nx.DiGraph() + self._dag = dict() + self._global_dag = nx.DiGraph() self._links = dict() self._task_parameters = dict() self._task_parties = dict() self._tasks = dict() + self._task_runtime_parties = dict() self._conf = dict() def parse_dag(self, dag_schema: DAGSchema, component_specs: Dict[str, ComponentSpec] = None): @@ -375,23 +373,45 @@ def parse_dag(self, dag_schema: DAGSchema, component_specs: Dict[str, ComponentS if dag_spec.conf: self._conf = dag_spec.conf.dict(exclude_defaults=True) job_conf = self._conf.get("task", {}) + + for party in dag_spec.parties: + if party.role not in self._dag: + self._dag[party.role] = dict() + for party_id in party.party_id: + self._dag[party.role][party_id] = nx.DiGraph() + for name, task_spec in tasks.items(): - self._dag.add_node(name) + parties = task_spec.parties if task_spec.parties else dag_spec.parties task_stage = dag_stage component_ref = task_spec.component_ref + if task_spec.stage: + task_stage = task_spec.stage + + self._global_dag.add_node(name) + + self._task_runtime_parties[name] = parties + + for party_spec in parties: + if party_spec.role not in self._tasks: + self._tasks[party_spec.role] = dict() + for party_id in party_spec.party_id: + self._dag[party_spec.role][party_id].add_node(name) + if party_id not in self._tasks[party_spec.role]: + self._tasks[party_spec.role][party_id] = dict() + self._tasks[party_spec.role][party_id].update({ + name: TaskNodeInfo() + }) + self._tasks[party_spec.role][party_id][name].stage = task_stage + self._tasks[party_spec.role][party_id][name].component_ref = component_ref + if component_specs: + self._tasks[party_spec.role][party_id][name].component_spec = component_specs[name] + + for name, task_spec in tasks.items(): if not task_spec.conf: task_conf = copy.deepcopy(job_conf) else: task_conf = copy.deepcopy(job_conf) task_conf.update(task_spec.conf) - if task_spec.stage: - task_stage = task_spec.stage - - self._tasks[name] = TaskNodeInfo() - self._tasks[name].stage = task_stage - self._tasks[name].component_ref = component_ref - if component_specs: - self._tasks[name].component_spec = component_specs[name] self._init_task_runtime_parameters_and_conf(name, dag_schema, task_conf) @@ -400,51 +420,37 @@ def parse_dag(self, dag_schema: DAGSchema, component_specs: Dict[str, ComponentS def _init_upstream_inputs(self, name, dag: DAGSpec): task_spec = dag.tasks[name] - common_upstream_inputs = dict() - if task_spec.inputs: - common_upstream_inputs = self._get_upstream_inputs(name, task_spec) - upstream_inputs = dict() - role_keys = set([party.role for party in dag.parties]) - for party in dag.parties: - if party.role not in role_keys: - continue - upstream_inputs[party.role] = dict() - for party_id in party.party_id: - upstream_inputs[party.role][party_id] = copy.deepcopy(common_upstream_inputs) - party_tasks = dag.party_tasks - if not party_tasks: - self._tasks[name].upstream_inputs = upstream_inputs - return + parties = task_spec.parties if task_spec.parties else dag.parties + for party in parties: + if party.role not in upstream_inputs: + upstream_inputs[party.role] = dict() + for party_id in party.party_id: + self._tasks[party.role][party_id][name].upstream_inputs = self._get_upstream_inputs( + name, task_spec, party.role, party_id + ) - for site_name, party_tasks_spec in party_tasks.items(): - if not party_tasks_spec.tasks or name not in party_tasks_spec.tasks: - continue - party_task_spec = party_tasks_spec.tasks[name] - if not party_task_spec.inputs: - continue - party_upstream_inputs = self._get_upstream_inputs(name, party_task_spec) - for party in party_tasks_spec.parties: - for party_id in party.party_id: - upstream_inputs[party.role][party_id].update(party_upstream_inputs) + def _get_upstream_inputs(self, name, task_spec, role, party_id): + upstream_inputs = dict() + runtime_parties = task_spec.parties - self._tasks[name].upstream_inputs = upstream_inputs + if runtime_parties: + runtime_parties_dict = dict((party.role, party.party_id) for party in runtime_parties) + if role not in runtime_parties_dict or party_id not in runtime_parties_dict[role]: + return upstream_inputs - def _get_upstream_inputs(self, name, task_spec): - upstream_inputs = dict() - runtime_roles = self._tasks[name].runtime_roles input_artifacts = task_spec.inputs + if not input_artifacts: + return upstream_inputs + for input_type in InputArtifactType.types(): artifacts = getattr(input_artifacts, input_type) if not artifacts: continue - upstream_inputs[input_type] = dict() - for input_key, output_specs_dict in artifacts.items(): - upstream_inputs[input_type][input_key] = dict() for artifact_source, channel_spec_list in output_specs_dict.items(): if artifact_source == ArtifactSourceType.MODEL_WAREHOUSE: if isinstance(channel_spec_list, list): @@ -463,30 +469,54 @@ def _get_upstream_inputs(self, name, task_spec): inputs.model_id = self._conf.get("model_warehouse", {}).get("model_id", None) inputs.model_version = self._conf.get("model_warehouse", {}).get("model_version", None) + if input_type not in upstream_inputs: + upstream_inputs[input_type] = dict() upstream_inputs[input_type][input_key] = inputs - continue - else: - if artifact_source == ArtifactSourceType.DATA_WAREHOUSE: - channel_spec = DataWarehouseChannelSpec - else: - channel_spec = RuntimeTaskOutputChannelSpec + elif artifact_source == ArtifactSourceType.MODEL_WAREHOUSE: if isinstance(channel_spec_list, list): - inputs = [channel_spec(**channel.dict(exclude_defaults=True)) + inputs = [DataWarehouseChannelSpec(**channel.dict(exclude_defaults=True)) for channel in channel_spec_list] else: - inputs = channel_spec(**channel_spec_list.dict(exclude_defaults=True)) + inputs = DataWarehouseChannelSpec(**channel_spec_list.dict(exclude_defaults=True)) + if input_type not in upstream_inputs: + upstream_inputs[input_type] = dict() upstream_inputs[input_type][input_key] = inputs + else: + if not isinstance(channel_spec_list, list): + channel_spec_list = [channel_spec_list] + + filter_channel_spec_list = [] + for channel_spec in channel_spec_list: + if channel_spec.parties: + parties_dict = dict((party.role, party.party_id) for party in channel_spec.parties) + if role not in parties_dict or party_id not in parties_dict[role]: + continue + else: + if channel_spec.producer_task not in self._dag[role][party_id].nodes: + continue + + filter_channel_spec_list.append(channel_spec) + + if not filter_channel_spec_list: + continue + + if len(filter_channel_spec_list) > 1: + inputs = [RuntimeTaskOutputChannelSpec(**channel.dict(exclude_defaults=True)) + for channel in filter_channel_spec_list] + else: + inputs = RuntimeTaskOutputChannelSpec(**filter_channel_spec_list[0].dict(exclude_defaults=True)) - if not isinstance(channel_spec_list, list): - channel_spec_list = [channel_spec_list] + if input_type not in upstream_inputs: + upstream_inputs[input_type] = dict() + upstream_inputs[input_type][input_key] = inputs - for channel_spec in channel_spec_list: - if isinstance(channel_spec, RuntimeTaskOutputChannelSpec): + for channel_spec in filter_channel_spec_list: dependent_task = channel_spec.producer_task - self._add_edge(dependent_task, name) + self._add_edge(dependent_task, name, role, party_id) + + upstream_inputs = self.check_and_add_runtime_party(upstream_inputs, role, party_id, artifact_type="input") - upstream_inputs = self.check_and_add_runtime_roles(upstream_inputs, runtime_roles, artifact_type="input") return upstream_inputs def _init_outputs(self, name, dag: DAGSpec): @@ -523,46 +553,35 @@ def _init_outputs(self, name, dag: DAGSpec): self._tasks[name].outputs = party_outputs - def _add_edge(self, src, dst, attrs=None): + def _add_edge(self, src, dst, role, party_id, attrs=None): if not attrs: attrs = {} - self._dag.add_edge(src, dst, **attrs) + self._dag[role][party_id].add_edge(src, dst, **attrs) + self._global_dag.add_edge(src, dst, **attrs) def _init_task_runtime_parameters_and_conf(self, task_name: str, dag_schema: DAGSchema, global_task_conf): dag = dag_schema.dag - role_keys = set([party.role for party in dag.parties]) task_spec = dag.tasks[task_name] - if task_spec.parties: - task_role_keys = set([party.role for party in task_spec.parties]) - role_keys = role_keys & task_role_keys common_parameters = dict() if task_spec.parameters: common_parameters = task_spec.parameters - task_parameters = dict() - task_conf = dict() - task_runtime_parties = [] + parties = dag.parties if not task_spec.parties else task_spec.parties - for party in dag.parties: - if party.role not in role_keys: - continue - task_parameters[party.role] = dict() - task_conf[party.role] = dict() + for party in parties: for party_id in party.party_id: - task_parameters[party.role][party_id] = copy.deepcopy(common_parameters) - task_conf[party.role][party_id] = copy.deepcopy(global_task_conf) - task_runtime_parties.append(Party(role=party.role, party_id=party_id)) + self._tasks[party.role][party_id][task_name].runtime_parameters = copy.deepcopy(common_parameters) + self._tasks[party.role][party_id][task_name].conf = copy.deepcopy(global_task_conf) if dag.party_tasks: party_tasks = dag.party_tasks for site_name, party_tasks_spec in party_tasks.items(): if party_tasks_spec.conf: for party in party_tasks_spec.parties: - if party.role in task_parameters: - for party_id in party.party_id: - task_conf[party.role][party_id].update(party_tasks_spec.conf) + for party_id in party.party_id: + self._tasks[party.role][party_id][task_name].conf.update(party_tasks_spec.conf) if not party_tasks_spec.tasks or task_name not in party_tasks_spec.tasks: continue @@ -572,21 +591,15 @@ def _init_task_runtime_parameters_and_conf(self, task_name: str, dag_schema: DAG if party_task_spec.conf: for party in party_parties: - if party.role in task_parameters: - for party_id in party.party_id: - task_conf[party.role][party_id].update(party_task_spec.conf) + for party_id in party.party_id: + self._tasks[party.role][party_id][task_name].conf.update(party_tasks_spec.conf) parameters = party_task_spec.parameters if parameters: for party in party_parties: - if party.role in task_parameters: - for party_id in party.party_id: - task_parameters[party.role][party_id].update(parameters) - - self._tasks[task_name].runtime_parameters = task_parameters - self._tasks[task_name].runtime_parties = task_runtime_parties - self._tasks[task_name].conf = task_conf + for party_id in party.party_id: + self._tasks[party.role][party_id][task_name].runtime_parameters.update(parameters) def get_runtime_roles_on_party(self, task_name, party_id): task: TaskNodeInfo = self._tasks[task_name] @@ -599,17 +612,17 @@ def get_runtime_roles_on_party(self, task_name, party_id): return list(runtime_roles) - def get_task_node(self, task_name): - return self._tasks[task_name] + def get_task_node(self, role, party_id, task_name): + return self._tasks[role][party_id][task_name] - def get_need_revisit_tasks(self, visited_tasks, failed_tasks): + def get_need_revisit_tasks(self, visited_tasks, failed_tasks, role, party_id): """ visited_tasks: already visited tasks failed_tasks: failed tasks this function finds tasks need to rerun, a task need to rerun if is upstreams is failed """ - invalid_tasks = set(self.topological_sort()) - set(visited_tasks) + invalid_tasks = set(self.party_topological_sort(role, party_id)) - set(visited_tasks) invalid_tasks |= set(failed_tasks) revisit_tasks = [] @@ -624,7 +637,7 @@ def get_need_revisit_tasks(self, visited_tasks, failed_tasks): while len(stack) > 0 and task_valid: task = stack.pop() - pre_tasks = self.predecessors(task) + pre_tasks = self.party_predecessors(role, party_id, task) for pre_task in pre_tasks: if pre_task in task_stack: @@ -641,20 +654,26 @@ def get_need_revisit_tasks(self, visited_tasks, failed_tasks): return revisit_tasks - def topological_sort(self): - return nx.topological_sort(self._dag) + def topological_sort(self, role, party_id): + return nx.topological_sort(self._dag[role][party_id]) - def predecessors(self, task): - return set(self._dag.predecessors(task)) + def global_topological_sort(self): + return nx.topological_sort(self._global_dag) - def successors(self, task): - return self._dag.successors(task) + def party_topological_sort(self, role, party_id): + return nx.topological_sort(self._dag[role][party_id]) - def get_edge_attr(self, src, dst): - return self._dag.edges[src, dst] + def party_predecessors(self, role, party_id, task): + return set(self._dag[role][party_id].predecessors(task)) + + def party_successors(self, role, party_id, task): + return self._dag[role][party_id].successors(task) + + def get_edge_attr(self, role, party_id, src, dst): + return self._dag[role][party_id].edges[src, dst] @staticmethod - def check_and_add_runtime_roles(artifacts, runtime_roles, artifact_type): + def check_and_add_runtime_party(artifacts, role, party_id, artifact_type): correct_artifacts = copy.deepcopy(artifacts) if artifact_type == "input": types = InputArtifactType.types() @@ -667,11 +686,9 @@ def check_and_add_runtime_roles(artifacts, runtime_roles, artifact_type): for _key, channel_list in artifacts[t].items(): if isinstance(channel_list, list): for idx, channel in enumerate(channel_list): - if channel.roles is None: - correct_artifacts[t][_key][idx].roles = runtime_roles + correct_artifacts[t][_key][idx].parties = [PartySpec(role=role, party_id=[party_id])] else: - if channel_list.roles is None: - correct_artifacts[t][_key].roles = runtime_roles + correct_artifacts[t][_key].parties = [PartySpec(role=role, party_id=[party_id])] return correct_artifacts @@ -679,6 +696,13 @@ def check_and_add_runtime_roles(artifacts, runtime_roles, artifact_type): def conf(self): return self._conf + @property + def task_runtime_parties(self): + return self._task_runtime_parties + + def get_task_runtime_parties(self, task_name): + return self._task_runtime_parties[task_name] + @classmethod def infer_dependent_tasks(cls, input_artifacts): if not input_artifacts: @@ -712,11 +736,17 @@ def __init__(self, dag_conf): self.dag_parser = DagParser() self.dag_parser.parse_dag(dag_conf) - def get_task_node(self, task_name): - return self.dag_parser.get_task_node(task_name) + def get_task_node(self, role, party_id, task_name): + return self.dag_parser.get_task_node(role, party_id, task_name) def topological_sort(self): - return self.dag_parser.topological_sort() + return self.dag_parser.global_topological_sort() + + def global_topological_sort(self): + return self.dag_parser.global_topological_sort() + + def party_topological_sort(self, role, party_id): + return self.dag_parser.party_topological_sort(role, party_id) def infer_dependent_tasks(self, input_artifacts): return self.dag_parser.infer_dependent_tasks(input_artifacts) @@ -727,14 +757,10 @@ def task_parser(self): def component_ref_list(self, role, party_id): _list = [] - for name in self.topological_sort(): - node = self.get_task_node(name) + for name in self.party_topological_sort(role=role, party_id=party_id): + node = self.get_task_node(role=role, party_id=party_id, task_name=name) if node: - if self.task_parser( - task_node=self.get_task_node(task_name=name), - job_id="", task_name=name, role=role, party_id=party_id - ).need_run: - _list.append(node.component_ref) + _list.append(node.component_ref) return _list def dataset_list(self, role, party_id) -> List[DataSet]: @@ -746,8 +772,8 @@ def append_dataset(datasets, channel): "namespace": channel.namespace })) _list = [] - for task_name in self.topological_sort(): - task_node = self.get_task_node(task_name) + for task_name in self.party_topological_sort(role=role, party_id=party_id): + task_node = self.get_task_node(role=role, party_id=party_id, task_name=task_name) input_artifacts = FlowRuntimeInputArtifacts(**task_node.upstream_inputs.get(role, {}).get(party_id, {})) if input_artifacts.data: for _k, _channels in input_artifacts.data.items(): @@ -760,14 +786,17 @@ def append_dataset(datasets, channel): def role_parameters(self, role, party_id): _dict = {} - for task_name in self.topological_sort(): - task_node = self.get_task_node(task_name) - _dict[task_node.component_ref] = task_node.runtime_parameters.get(role, {}).get(party_id, {}) + for task_name in self.party_topological_sort(role=role, party_id=party_id): + task_node = self.get_task_node(task_name=task_name, role=role, party_id=party_id) + _dict[task_node.component_ref] = task_node.runtime_parameters return _dict def get_runtime_roles_on_party(self, task_name, party_id): return self.dag_parser.get_runtime_roles_on_party(task_name, party_id) + def get_task_runtime_parties(self, task_name): + return self.dag_parser.get_task_runtime_parties(task_name) + class Party(BaseModel): role: str diff --git a/python/fate_flow/controller/task.py b/python/fate_flow/controller/task.py index 5cafa3bbb..2f7f9f33e 100644 --- a/python/fate_flow/controller/task.py +++ b/python/fate_flow/controller/task.py @@ -43,10 +43,14 @@ def create_tasks(cls, job_id: str, role: str, party_id: str, dag_schema: DAGSche is_scheduler=False): schedule_logger(job_id).info(f"start create {'scheduler' if is_scheduler else 'partner'} tasks ...") job_parser = JobParser(dag_schema) - task_list = job_parser.topological_sort() + task_list = job_parser.global_topological_sort() for task_name in task_list: - cls.create_task(job_id, role, party_id, task_name, dag_schema, job_parser, task_run=task_run, - is_scheduler=is_scheduler, task_cores=task_cores) + parties = job_parser.get_task_runtime_parties(task_name=task_name) + need_run = job_utils.check_party_in(role, party_id, parties) + schedule_logger(job_id).info(f"task {task_name} role {role} party id {party_id} need run status {need_run}") + if need_run: + cls.create_task(job_id, role, party_id, task_name, dag_schema, job_parser, task_run=task_run, + is_scheduler=is_scheduler, task_cores=task_cores) schedule_logger(job_id).info("create tasks success") @classmethod @@ -54,27 +58,24 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task_cores=None, task_version=0): task_id = job_utils.generate_task_id(job_id=job_id, component_name=task_name) execution_id = job_utils.generate_session_id(task_id, task_version, role, party_id) - task_node = job_parser.get_task_node(task_name=task_name) + task_node = job_parser.get_task_node(role=role, party_id=party_id, task_name=task_name) task_parser = job_parser.task_parser( task_node=task_node, job_id=job_id, task_name=task_name, role=role, party_id=party_id, task_id=task_id, execution_id=execution_id, task_version=task_version, parties=dag_schema.dag.parties, model_id=dag_schema.dag.conf.model_id, model_version=dag_schema.dag.conf.model_version ) - need_run = task_parser.need_run - schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} need run status {need_run}") if is_scheduler: - if need_run: - task = ScheduleTask() - task.f_job_id = job_id - task.f_role = role - task.f_party_id = party_id - task.f_task_name = task_name - task.f_component = task_parser.component_ref - task.f_task_id = task_id - task.f_task_version = task_version - task.f_status = TaskStatus.WAITING - task.f_parties = [party.dict() for party in dag_schema.dag.parties] - ScheduleJobSaver.create_task(task.to_human_model_dict()) + task = ScheduleTask() + task.f_job_id = job_id + task.f_role = role + task.f_party_id = party_id + task.f_task_name = task_name + task.f_component = task_parser.component_ref + task.f_task_id = task_id + task.f_task_version = task_version + task.f_status = TaskStatus.WAITING + task.f_parties = [party.dict() for party in dag_schema.dag.parties] + ScheduleJobSaver.create_task(task.to_human_model_dict()) else: task_parameters = task_parser.task_parameters if task_parser.engine_run: @@ -92,7 +93,7 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task.f_task_id = task_id task.f_task_version = task_version task.f_scheduler_party_id = dag_schema.dag.conf.scheduler_party_id - task.f_status = TaskStatus.WAITING if need_run else TaskStatus.PASS + task.f_status = TaskStatus.WAITING task.f_party_status = TaskStatus.WAITING task.f_execution_id = execution_id task.f_provider_name = task_parser.provider @@ -139,7 +140,7 @@ def create_scheduler_tasks_status(cls, job_id, dag_schema, task_version=0, auto_ if task_name: task_list = [task_name] else: - task_list = job_parser.topological_sort() + task_list = job_parser.global_topological_sort() for _task_name in task_list: task_info = { "job_id": job_id, diff --git a/python/fate_flow/engine/devices/deepspeed.py b/python/fate_flow/engine/devices/deepspeed.py index 6b9068676..ff7f4922e 100644 --- a/python/fate_flow/engine/devices/deepspeed.py +++ b/python/fate_flow/engine/devices/deepspeed.py @@ -23,11 +23,11 @@ from fate_flow.db import Task from fate_flow.engine.devices.local import LocalEngine -from fate_flow.entity.types import BaseStatus, TaskStatus, WorkerName +from fate_flow.entity.types import BaseStatus, TaskStatus, WorkerName, StorageEngine from fate_flow.manager.service.worker_manager import WorkerManager from fate_flow.manager.worker.deepspeed_download_model import DownloadModel from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.runtime.system_settings import MODEL_STORE_PATH +from fate_flow.runtime.system_settings import MODEL_STORE_PATH, COMPUTING_CONF from fate_flow.utils import job_utils, process_utils from fate_flow.utils.job_utils import get_job_log_directory from fate_flow.utils.log_utils import schedule_logger @@ -79,7 +79,11 @@ def cleanup(self, task: Task): def kill(self, task): schedule_logger(task.f_job_id).info(f"start kill deepspeed task {task.f_worker_id}") from eggroll.deepspeed.submit import client - client = client.DeepspeedJob(task.f_worker_id) + + host = COMPUTING_CONF.get(StorageEngine.EGGROLL).get("host") + port = COMPUTING_CONF.get(StorageEngine.EGGROLL).get("port") + + client = client.DeepspeedJob(task.f_worker_id, host=host, port=port) try: client.kill() except Exception as e: @@ -101,7 +105,9 @@ def download_output(self, task: Task): def _query_status(session_id): if session_id: from eggroll.deepspeed.submit import client - client = client.DeepspeedJob(session_id) + host = COMPUTING_CONF.get(StorageEngine.EGGROLL).get("host") + port = COMPUTING_CONF.get(StorageEngine.EGGROLL).get("port") + client = client.DeepspeedJob(session_id, host=host, port=port) _s = client.query_status().status return _s if _s else StatusSet.NEW return StatusSet.NEW @@ -120,7 +126,9 @@ def _download_job(session_id, base_dir, content_type=None, ranks: list = None): if not content_type: content_type = client.ContentType.ALL if session_id: - client = client.DeepspeedJob(session_id) + host = COMPUTING_CONF.get(StorageEngine.EGGROLL).get("host") + port = COMPUTING_CONF.get(StorageEngine.EGGROLL).get("port") + client = client.DeepspeedJob(session_id, host=host, port=port) os.makedirs(base_dir, exist_ok=True) path = lambda rank: f"{base_dir}/{rank}.zip" client.download_job_to(rank_to_path=path, content_type=content_type, ranks=ranks) diff --git a/python/fate_flow/engine/storage/_types.py b/python/fate_flow/engine/storage/_types.py index 366f0d33f..b09c644c0 100644 --- a/python/fate_flow/engine/storage/_types.py +++ b/python/fate_flow/engine/storage/_types.py @@ -20,6 +20,8 @@ class DataType: TABLE = "table" DATAFRAME = "dataframe" FILE = "file" + DATA_DIRECTORY = "data_directory" + DATA_UNRESOLVED = "data_unresolved" class StorageOrigin(object): diff --git a/python/fate_flow/entity/spec/dag/__init__.py b/python/fate_flow/entity/spec/dag/__init__.py index 8ddb6324c..1362ce952 100644 --- a/python/fate_flow/entity/spec/dag/__init__.py +++ b/python/fate_flow/entity/spec/dag/__init__.py @@ -21,9 +21,9 @@ from fate_flow.entity.spec.dag._task import TaskConfigSpec, PreTaskConfigSpec, TaskRuntimeConfSpec, \ TaskCleanupConfigSpec from fate_flow.entity.spec.dag._artifact import RuntimeTaskOutputChannelSpec, DataWarehouseChannelSpec, \ - ModelWarehouseChannelSpec, SourceInputArtifactSpec, RuntimeInputArtifacts, FlowRuntimeInputArtifacts,\ + ModelWarehouseChannelSpec, RuntimeInputArtifacts, FlowRuntimeInputArtifacts,\ ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ - ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ArtifactSource, SourceInputArtifacts + ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ArtifactSource from fate_flow.entity.spec.dag._component import ComponentSpec, ComponentIOArtifactsTypeSpec, ComponentSpecV1 from fate_flow.entity.spec.dag._computing import EggrollComputingSpec, SparkComputingSpec, StandaloneComputingSpec from fate_flow.entity.spec.dag._federation import StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, \ diff --git a/python/fate_flow/entity/spec/dag/_artifact.py b/python/fate_flow/entity/spec/dag/_artifact.py index 771c419a7..67e074ca0 100644 --- a/python/fate_flow/entity/spec/dag/_artifact.py +++ b/python/fate_flow/entity/spec/dag/_artifact.py @@ -24,6 +24,8 @@ # path = $5 # query = $7 # fragment = $9 +from ._party import PartySpec + _uri_regex = re.compile(r"^(([^:/?#]+):)?(//([^/?#]*))?([^?#]*)(\?([^#]*))?(#(.*))?") @@ -127,8 +129,8 @@ def load_uri(cls, engine, address): class RuntimeTaskOutputChannelSpec(pydantic.BaseModel): producer_task: str output_artifact_key: str - output_artifact_type_alias: Optional[str] # protocol = "bfia" using - roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] + output_artifact_type_alias: Optional[str] + parties: Optional[List[PartySpec]] class Config: extra = "forbid" @@ -138,10 +140,10 @@ class DataWarehouseChannelSpec(pydantic.BaseModel): job_id: Optional[str] producer_task: Optional[str] output_artifact_key: Optional[str] - roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] namespace: Optional[str] name: Optional[str] dataset_id: Optional[str] + parties: Optional[List[PartySpec]] class Config: extra = "forbid" @@ -152,7 +154,7 @@ class ModelWarehouseChannelSpec(pydantic.BaseModel): model_version: Optional[str] producer_task: str output_artifact_key: str - roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] + parties: Optional[List[PartySpec]] class Config: extra = "forbid" @@ -164,21 +166,11 @@ class Config: DataWarehouseChannelSpec) -SourceInputArtifactSpec = TypeVar("SourceInputArtifactSpec", - ModelWarehouseChannelSpec, - DataWarehouseChannelSpec) - - class RuntimeInputArtifacts(pydantic.BaseModel): data: Optional[Dict[str, Dict[str, Union[List[InputArtifactSpec], InputArtifactSpec]]]] model: Optional[Dict[str, Dict[str, Union[List[InputArtifactSpec], InputArtifactSpec]]]] -class SourceInputArtifacts(pydantic.BaseModel): - data: Optional[Dict[str, Dict[str, Union[SourceInputArtifactSpec, List[SourceInputArtifactSpec]]]]] - model: Optional[Dict[str, Dict[str, Union[SourceInputArtifactSpec, List[SourceInputArtifactSpec]]]]] - - class FlowRuntimeInputArtifacts(pydantic.BaseModel): data: Optional[Dict[str, Union[InputArtifactSpec, List[InputArtifactSpec]]]] model: Optional[Dict[str, Union[InputArtifactSpec, List[InputArtifactSpec]]]] diff --git a/python/fate_flow/entity/spec/dag/_component.py b/python/fate_flow/entity/spec/dag/_component.py index 2af613a05..1d24d0a10 100644 --- a/python/fate_flow/entity/spec/dag/_component.py +++ b/python/fate_flow/entity/spec/dag/_component.py @@ -69,7 +69,7 @@ class RuntimeInputDefinition(BaseModel): class ArtifactTypeSpec(BaseModel): type_name: str uri_types: List[str] - path_type: Literal["file", "directory", "distributed"] + path_type: Literal["file", "directory", "distributed", "unresolved"] class ComponentIOArtifactTypeSpec(BaseModel): diff --git a/python/fate_flow/entity/spec/dag/_job.py b/python/fate_flow/entity/spec/dag/_job.py index d3cae237b..69fb1776b 100644 --- a/python/fate_flow/entity/spec/dag/_job.py +++ b/python/fate_flow/entity/spec/dag/_job.py @@ -19,7 +19,7 @@ from fate_flow.entity.spec.dag._output import OutputArtifacts from fate_flow.entity.spec.dag._party import PartySpec -from fate_flow.entity.spec.dag._artifact import RuntimeInputArtifacts, SourceInputArtifacts +from fate_flow.entity.spec.dag._artifact import RuntimeInputArtifacts class TaskSpec(BaseModel): @@ -35,7 +35,6 @@ class TaskSpec(BaseModel): class PartyTaskRefSpec(BaseModel): parameters: Optional[Dict[Any, Any]] - inputs: Optional[SourceInputArtifacts] conf: Optional[Dict] diff --git a/python/fate_flow/entity/spec/dag/_output.py b/python/fate_flow/entity/spec/dag/_output.py index 9bff9ea43..b9bdcfc6a 100644 --- a/python/fate_flow/entity/spec/dag/_output.py +++ b/python/fate_flow/entity/spec/dag/_output.py @@ -17,6 +17,8 @@ import pydantic from pydantic import typing +from ._party import PartySpec + class MetricData(pydantic.BaseModel): class Group(pydantic.BaseModel): @@ -105,7 +107,7 @@ class Status(pydantic.BaseModel): class OutputArtifactSpec(pydantic.BaseModel): output_artifact_key_alias: str output_artifact_type_alias: str - roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] + parties: Optional[List[PartySpec]] class OutputArtifacts(pydantic.BaseModel): diff --git a/python/fate_flow/hub/components_wraps/fate/_wraps.py b/python/fate_flow/hub/components_wraps/fate/_wraps.py index 09a26cd2d..e23bbc959 100644 --- a/python/fate_flow/hub/components_wraps/fate/_wraps.py +++ b/python/fate_flow/hub/components_wraps/fate/_wraps.py @@ -28,7 +28,8 @@ from fate_flow.entity.code import ReturnCode from fate_flow.entity.spec.dag import PreTaskConfigSpec, DataWarehouseChannelSpec, ComponentIOArtifactsTypeSpec, \ TaskConfigSpec, ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ - ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ComponentOutputMeta, TaskCleanupConfigSpec + ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ComponentOutputMeta, TaskCleanupConfigSpec, \ + PartySpec from fate_flow.entity.types import DataframeArtifactType, TableArtifactType, TaskStatus, ComputingEngine, \ JsonModelArtifactType, LauncherType @@ -216,11 +217,14 @@ def _push_data(self, output_key, output_datas: List[ArtifactOutputSpec]): logger.info(f"save data tracking to {namespace}, {name}") overview = output_data.metadata.data_overview source = output_data.metadata.source + uri = output_data.uri + if output_data.type_name == DataType.DATA_UNRESOLVED: + uri = "" resp = self.mlmd.save_data_tracking( execution_id=self.config.party_task_id, output_key=output_key, meta_data=output_data.metadata.metadata.get("schema", {}), - uri=output_data.uri, + uri=uri, namespace=namespace, name=name, overview=overview.dict() if overview else {}, @@ -325,6 +329,8 @@ def _preprocess_input_artifacts(self): _artifacts = self._intput_data_artifacts(_k, _channel) if _artifacts: input_artifacts[_k].append(_artifacts) + elif self._check_is_multi_input_data(_k): + input_artifacts[_k] = [self._intput_data_artifacts(_k, _channels)] else: input_artifacts[_k] = self._intput_data_artifacts(_k, _channels) if not input_artifacts[_k]: @@ -336,12 +342,26 @@ def _preprocess_input_artifacts(self): input_artifacts[_k] = [] for _channel in _channels: input_artifacts[_k].append(self._intput_model_artifacts(_k, _channel)) + elif self._check_is_multi_input_model(_k): + input_artifacts[_k] = [self._intput_model_artifacts(_k, _channels)] else: input_artifacts[_k] = self._intput_model_artifacts(_k, _channels) if not input_artifacts[_k]: input_artifacts.pop(_k) return input_artifacts + def _check_is_multi_input_model(self, key): + for define in self.component_define.inputs.model: + if define.name == key and define.is_multi: + return True + return False + + def _check_is_multi_input_data(self, key): + for define in self.component_define.inputs.data: + if define.name == key and define.is_multi: + return True + return False + def _preprocess_output_artifacts(self): # get component define logger.debug("get component define") @@ -403,7 +423,7 @@ def set_component_define(self): self._component_define = ComponentIOArtifactsTypeSpec(**define) def _intput_data_artifacts(self, key, channel): - if self.config.role not in channel.roles: + if not job_utils.check_party_in(self.config.role, self.config.party_id, channel.parties): logger.info(f"role {self.config.role} does not require intput data artifacts") return # data reference conversion @@ -482,7 +502,7 @@ def _intput_data_artifacts(self, key, channel): raise RuntimeError(resp_data) def _intput_model_artifacts(self, key, channel): - if self.config.role not in channel.roles: + if not job_utils.check_party_in(self.config.role, self.config.party_id, channel.parties): logger.info(f"role {self.config.role} does not require intput model artifacts") return # model reference conversion diff --git a/python/fate_flow/utils/job_utils.py b/python/fate_flow/utils/job_utils.py index 82d76a7cc..0f0213a0d 100644 --- a/python/fate_flow/utils/job_utils.py +++ b/python/fate_flow/utils/job_utils.py @@ -188,3 +188,11 @@ def check_task_is_timeout(task: Task): return True else: return False + + +def check_party_in(role, party_id, parties): + for party in parties: + if party.role == role: + if party_id in party.party_id: + return True + return False From 9b7b3a668723ddd2d70630d9e49de55928b3902d Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 12 Dec 2023 11:11:25 +0800 Subject: [PATCH 369/482] fix upload Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/data_app.py | 9 ++++++--- python/fate_flow/components/components/upload.py | 7 +++++++ .../manager/components/component_manager.py | 16 +++++++--------- python/fate_flow/runtime/system_settings.py | 5 ++--- python/fate_flow/scheduler/scheduler.py | 12 ------------ 5 files changed, 22 insertions(+), 27 deletions(-) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 07d139543..2612b63f0 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -42,7 +42,8 @@ def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_ ) else: result = ComponentManager.upload( - file=file, head=head, partitions=partitions, meta=meta, namespace=namespace, name=name, extend_sid=extend_sid + file=file, head=head, partitions=partitions, meta=meta, namespace=namespace, name=name, + extend_sid=extend_sid ) return API.Output.json(**result) @@ -59,8 +60,10 @@ def upload_file(head, partitions, meta, namespace=None, name=None, extend_sid=Fa file = request.files.get('file') if not file: raise NoFoundFile() - result = ComponentManager.upload_file(file=file, head=head, partitions=partitions, meta=json.loads(meta), namespace=namespace, name=name, - extend_sid=extend_sid) + result = ComponentManager.upload_file( + file=file, head=head, partitions=partitions, meta=json.loads(meta), namespace=namespace, name=name, + extend_sid=extend_sid + ) return API.Output.json(**result) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 559c70f21..42a5ad2fa 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -214,6 +214,8 @@ def save_data_table(self, job_id): "data_type": DataType.TABLE } self.table.meta.update_metas(**metas_info) + # cleanup temp file + self.cleanup() return table_count def update_schema(self, fp): @@ -369,3 +371,8 @@ def save_outputs(self, job_id, outputs: IOMeta.OutputMeta, data_count): @staticmethod def generate_table_name(): return "upload", uuid.uuid1().hex + + def cleanup(self): + if self.parameters.is_temp_file: + if os.path.exists(self.parameters.file): + os.remove(self.parameters.file) diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index e66394be0..f3cfb8bc1 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -25,11 +25,10 @@ from fate_flow.entity.types import EngineType from fate_flow.manager.components.base import Base from fate_flow.manager.service.provider_manager import ProviderManager -from fate_flow.runtime.system_settings import ENGINES, STORAGE +from fate_flow.runtime.system_settings import ENGINES, STORAGE, TEMP_DIR from fate_flow.engine import storage from fate_flow.errors.server_error import ExistsTable from fate_flow.utils.file_utils import save_file -from fate_flow.utils.file_utils import get_fate_flow_directory class ComponentManager(Base): @@ -102,13 +101,14 @@ def download(cls, namespace, name, path): return result @classmethod - def upload_dataframe(cls, file, head, partitions, meta, namespace, name, extend_sid): + def upload_dataframe(cls, file, head, partitions, meta, namespace, name, extend_sid, is_temp_file=False): parameters = { "file": file, "head": head, "partitions": partitions, "meta": meta, - "extend_sid": extend_sid + "extend_sid": extend_sid, + "is_temp_file": is_temp_file } address = STORAGE.get(ENGINES.get(EngineType.STORAGE)) if address: @@ -151,10 +151,8 @@ def upload_dataframe(cls, file, head, partitions, meta, namespace, name, extend_ @classmethod def upload_file(cls, file, head, partitions, meta, namespace, name, extend_sid): - path = os.path.join(get_fate_flow_directory(), "temp_file") - if not os.path.exists(path): - os.makedirs(path) - with NamedTemporaryFile(dir=path, prefix='temp_file_', suffix='.csv', delete=False) as temp_file: + os.makedirs(TEMP_DIR, exist_ok=True) + with NamedTemporaryFile(dir=TEMP_DIR, delete=False) as temp_file: temp_path = temp_file.name save_file(file, temp_path) - return cls.upload(temp_path, head, partitions, meta, namespace, name, extend_sid, temp_path=temp_path) \ No newline at end of file + return cls.upload_dataframe(temp_path, head, partitions, meta, namespace, name, extend_sid, is_temp_file=True) diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index eb6b2adee..10c403d23 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -41,7 +41,6 @@ SUBPROCESS_STD_LOG_NAME = "std.log" - HOST = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("host", "127.0.0.1") HTTP_PORT = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("http_port") GRPC_PORT = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("grpc_port") @@ -66,7 +65,6 @@ DATABASE = get_base_config("database", {}) - IGNORE_RESOURCE_ROLES = {"arbiter"} SUPPORT_IGNORE_RESOURCE_ENGINES = { @@ -110,6 +108,7 @@ JOB_DIR = JOB_DIR or get_fate_flow_directory("jobs") MODEL_STORE_PATH = MODEL_DIR or os.path.join(get_fate_flow_directory(), "model") LOCAL_DATA_STORE_PATH = DATA_DIR or os.path.join(get_fate_flow_directory(), "data") +TEMP_DIR = get_fate_flow_directory("temps") LOG_LEVEL = LOG_LEVEL or 10 LOG_SHARE = False FATE_FLOW_LOG_DIR = os.path.join(LOG_DIR, "fate_flow") @@ -147,4 +146,4 @@ # hub module settings # define： xxx.class_name -DEFAULT_COMPONENTS_WRAPS_MODULE = "fate_flow.hub.components_wraps.fate.FlowWraps" \ No newline at end of file +DEFAULT_COMPONENTS_WRAPS_MODULE = "fate_flow.hub.components_wraps.fate.FlowWraps" diff --git a/python/fate_flow/scheduler/scheduler.py b/python/fate_flow/scheduler/scheduler.py index f76b1457d..89984d5db 100644 --- a/python/fate_flow/scheduler/scheduler.py +++ b/python/fate_flow/scheduler/scheduler.py @@ -344,7 +344,6 @@ def finish(cls, job, end_status): schedule_logger(job.f_job_id).info(f"job finished with {end_status}, do something...") cls.stop_job(job_id=job.f_job_id, stop_status=end_status) # todo: clean job - cls.delete_temp_file(job) schedule_logger(job.f_job_id).info(f"job finished with {end_status}, done") @classmethod @@ -418,17 +417,6 @@ def fill_default_job_parameters(cls, job_id: str, dag_schema: DAGSchema): if not dag_schema.dag.conf.auto_retries: dag_schema.dag.conf.auto_retries = JobDefaultConfig.auto_retries - @classmethod - def delete_temp_file(cls, job): - task = JobSaver.query_task(job_id=job.f_job_id) - if task: - parameters = task[0].f_component_parameters.get("parameters", {}) - is_temp_file = parameters.get("is_temp_file", None) - if is_temp_file: - file_path = parameters.get('file', None) - if os.path.exists(file_path): - os.remove(file_path) - class TaskScheduler(object): @classmethod From 4d847048fae432be337c4eb51a1bf49c190410f6 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 12 Dec 2023 12:28:27 +0800 Subject: [PATCH 370/482] fix log bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/entity/spec/dag/_logger.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/entity/spec/dag/_logger.py b/python/fate_flow/entity/spec/dag/_logger.py index 806a25ada..98657b313 100644 --- a/python/fate_flow/entity/spec/dag/_logger.py +++ b/python/fate_flow/entity/spec/dag/_logger.py @@ -101,7 +101,7 @@ def _add_root_loggers(self, log_base_dir, formatter_name, delay): def _add_party_id_loggers(self, aggregate_log_base_dir, formatter_name, delay): for level in _LOGGER_LEVELS: - handler_name = f"root_{level.lower()}" + handler_name = f"root_party_{level.lower()}" self.handlers[handler_name] = self._create_file_handler( level, formatter_name, delay, os.path.join(aggregate_log_base_dir, level) ) From b3dca8e68f6ef88abac49857889d38ed58f230fc Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 12 Dec 2023 12:28:43 +0800 Subject: [PATCH 371/482] update pipeline Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/pipeline/pipeline.py | 48 +++++-------------- 1 file changed, 13 insertions(+), 35 deletions(-) diff --git a/python/fate_flow/manager/pipeline/pipeline.py b/python/fate_flow/manager/pipeline/pipeline.py index 71b92a034..fa7272418 100644 --- a/python/fate_flow/manager/pipeline/pipeline.py +++ b/python/fate_flow/manager/pipeline/pipeline.py @@ -1,14 +1,11 @@ from fate_flow.manager.operation.job_saver import JobSaver -from fate_flow.hub.flow_hub import FlowHub from fate_flow.entity.spec.dag import DAGSchema -from fate_flow.entity.spec.dag import DataWarehouseChannelSpec from fate_flow.controller.parser import JobParser def pipeline_dag_dependency(job): component_list = [] component_module, dependence_dict, component_need_run, component_stage = {}, {}, {}, {} - # job_parser = FlowHub.load_job_parser(DAGSchema(**job.f_dag)) job_parser = JobParser(DAGSchema(**job.f_dag)) tasks = job.f_dag["dag"].get("tasks") for name, components in tasks.items(): @@ -20,64 +17,45 @@ def pipeline_dag_dependency(job): for task in tasks: need_run = task.f_component_parameters.get("ComponentParam", {}).get("need_run", True) component_need_run[task.f_task_name] = need_run - - task_node = job_parser.get_task_node(task_name=task.f_task_name) + task_node = job_parser.get_task_node(role=job.f_role, party_id=job.f_party_id, task_name=task.f_task_name) component_stage[task.f_task_name] = task_node.stage - upstream_inputs = task_node.upstream_inputs[job.f_role][job.f_party_id] + upstream_inputs = task_node.upstream_inputs model_type_list = list(upstream_inputs.keys()) - for model_type in model_type_list: for data_type in list(upstream_inputs[model_type].keys()): data_value = upstream_inputs[model_type][data_type] if isinstance(data_value, list): for value in data_value: - data_source = False - if isinstance(value, DataWarehouseChannelSpec): - up_output_info = [] - data_source = True - else: - up_output_info = [value.output_artifact_key] + up_output_info = [value.output_artifact_key] if task.f_task_name == value.producer_task: continue dependence_dict[task.f_task_name].append({ "type": data_type, "model_type": model_type, - "data_source": data_source, "component_name": value.producer_task if up_output_info else None, "up_output_info": up_output_info, "name": value.name if not up_output_info else None, "name_space": value.name if not up_output_info else None, }) else: - data_source = False - if isinstance(data_value, DataWarehouseChannelSpec): - up_output_info = [] - data_source = True - else: - up_output_info = [data_value.output_artifact_key] + up_output_info = [data_value.output_artifact_key] if task.f_task_name == data_value.producer_task: continue dependence_dict[task.f_task_name].append({ "type": data_type, "model_type": model_type, - "data_source": data_source, "component_name": data_value.producer_task if up_output_info else None, - "up_output_info": up_output_info, - "name": data_value.name if not up_output_info else None, - "name_space": data_value.namespace if not up_output_info else None, + "up_output_info": up_output_info }) - if not model_type_list: - dependence_dict[task.f_task_name].append({ - "data_source": True, - "up_output_info": []}) - - base_dependency = {"component_list": component_list, - "component_stage": component_stage, - "component_module": component_module, - "component_need_run": component_need_run, - "dependencies": dependence_dict - } + dependence_dict[task.f_task_name].append({"up_output_info": []}) + + base_dependency = { + "component_list": component_list, + "component_stage": component_stage, + "component_module": component_module, + "dependencies": dependence_dict + } return base_dependency From 6e071af37c1b9435da894066c9b0da5bb8b8b451 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 12 Dec 2023 14:24:28 +0800 Subject: [PATCH 372/482] update pipeline Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/pipeline/pipeline.py | 35 ++++++++++--------- 1 file changed, 18 insertions(+), 17 deletions(-) diff --git a/python/fate_flow/manager/pipeline/pipeline.py b/python/fate_flow/manager/pipeline/pipeline.py index fa7272418..8065af48c 100644 --- a/python/fate_flow/manager/pipeline/pipeline.py +++ b/python/fate_flow/manager/pipeline/pipeline.py @@ -1,24 +1,25 @@ from fate_flow.manager.operation.job_saver import JobSaver from fate_flow.entity.spec.dag import DAGSchema from fate_flow.controller.parser import JobParser +from fate_flow.utils import job_utils def pipeline_dag_dependency(job): component_list = [] - component_module, dependence_dict, component_need_run, component_stage = {}, {}, {}, {} + component_module, dependence_dict, component_stage = {}, {}, {} job_parser = JobParser(DAGSchema(**job.f_dag)) - tasks = job.f_dag["dag"].get("tasks") - for name, components in tasks.items(): - component_list.append(name) - component_module[name] = components["component_ref"] - dependence_dict[name] = [] + task_list = job_parser.party_topological_sort(role=job.f_role, party_id=job.f_party_id) + for task_name in task_list: + task_node = job_parser.get_task_node(role=job.f_role, party_id=job.f_party_id, task_name=task_name) + parties = job_parser.get_task_runtime_parties(task_name=task_name) + need_run = job_utils.check_party_in(job.f_role, job.f_party_id, parties) + if not need_run: + continue + component_list.append(task_name) + component_module[task_name] = task_node.component_ref + dependence_dict[task_name] = [] - tasks = JobSaver.query_task(job_id=job.f_job_id, party_id=job.f_party_id, role=job.f_role, only_latest=True) - for task in tasks: - need_run = task.f_component_parameters.get("ComponentParam", {}).get("need_run", True) - component_need_run[task.f_task_name] = need_run - task_node = job_parser.get_task_node(role=job.f_role, party_id=job.f_party_id, task_name=task.f_task_name) - component_stage[task.f_task_name] = task_node.stage + component_stage[task_name] = task_node.stage upstream_inputs = task_node.upstream_inputs model_type_list = list(upstream_inputs.keys()) for model_type in model_type_list: @@ -27,9 +28,9 @@ def pipeline_dag_dependency(job): if isinstance(data_value, list): for value in data_value: up_output_info = [value.output_artifact_key] - if task.f_task_name == value.producer_task: + if task_name == value.producer_task: continue - dependence_dict[task.f_task_name].append({ + dependence_dict[task_name].append({ "type": data_type, "model_type": model_type, "component_name": value.producer_task if up_output_info else None, @@ -40,16 +41,16 @@ def pipeline_dag_dependency(job): else: up_output_info = [data_value.output_artifact_key] - if task.f_task_name == data_value.producer_task: + if task_name == data_value.producer_task: continue - dependence_dict[task.f_task_name].append({ + dependence_dict[task_name].append({ "type": data_type, "model_type": model_type, "component_name": data_value.producer_task if up_output_info else None, "up_output_info": up_output_info }) if not model_type_list: - dependence_dict[task.f_task_name].append({"up_output_info": []}) + dependence_dict[task_name].append({"up_output_info": []}) base_dependency = { "component_list": component_list, From c51a75f1835e64952584884216bc74959a8ff83c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 12 Dec 2023 15:26:20 +0800 Subject: [PATCH 373/482] update pipeline Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/pipeline/pipeline.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/python/fate_flow/manager/pipeline/pipeline.py b/python/fate_flow/manager/pipeline/pipeline.py index 8065af48c..20d192a24 100644 --- a/python/fate_flow/manager/pipeline/pipeline.py +++ b/python/fate_flow/manager/pipeline/pipeline.py @@ -34,9 +34,7 @@ def pipeline_dag_dependency(job): "type": data_type, "model_type": model_type, "component_name": value.producer_task if up_output_info else None, - "up_output_info": up_output_info, - "name": value.name if not up_output_info else None, - "name_space": value.name if not up_output_info else None, + "up_output_info": up_output_info }) else: up_output_info = [data_value.output_artifact_key] From dd75f83ae5d1ad32b8f0884035f431d65de48381 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 13 Dec 2023 10:38:30 +0800 Subject: [PATCH 374/482] add data view api Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/job_app.py | 11 +++++++++- python/fate_flow/controller/job.py | 29 +++++++++++++++++++++++++ python/fate_flow/controller/parser.py | 5 ++++- 3 files changed, 43 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index c0fcf6f8b..cab3b138e 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -186,6 +186,15 @@ def clean_job(job_id): return API.Output.json() +@manager.route('/data/view', methods=['GET']) +@API.Input.params(job_id=fields.String(required=True), desc=JOB_ID) +@API.Input.params(role=fields.String(required=True), desc=ROLE) +@API.Input.params(party_id=fields.String(required=True), desc=PARTY_ID) +def data_view(job_id, role, party_id): + data = JobController.data_view(job_id, role, party_id) + return API.Output.json(data=data) + + @manager.route('/notes/add', methods=['POST']) @API.Input.json(job_id=fields.String(required=True), desc=JOB_ID) @API.Input.json(role=fields.String(required=True), desc=ROLE) @@ -203,6 +212,6 @@ def add_notes(job_id, role, party_id, notes): def dag_dependency(job_id, role, party_id): jobs = JobController.query_job(job_id=job_id, role=role, party_id=party_id) if not jobs: - return API.Output.fate_flow_exception(NoFoundJob(job_id=job_id)) + return API.Output.fate_flow_exception(NoFoundJob(job_id=job_id, role=role, party_id=party_id)) data = pipeline_manager.pipeline_dag_dependency(jobs[0]) return API.Output.json(data=data) diff --git a/python/fate_flow/controller/job.py b/python/fate_flow/controller/job.py index f05d3df45..0c8c97bf8 100644 --- a/python/fate_flow/controller/job.py +++ b/python/fate_flow/controller/job.py @@ -17,6 +17,7 @@ import shutil from copy import deepcopy +from fate_flow.controller.parser import JobParser from fate_flow.controller.task import TaskController from fate_flow.db import Job from fate_flow.engine.storage import Session @@ -324,6 +325,34 @@ def add_notes(job_id, role, party_id, notes): } return JobSaver.update_job(job_info) + @classmethod + def data_view(cls, job_id, role, party_id): + jobs = JobSaver.query_job(job_id=job_id, role=role, party_id=party_id) + if not jobs: + raise NoFoundJob(job_id=job_id, role=role, party_id=party_id) + job = jobs[0] + dag = DAGSchema(**job.f_dag) + job_parser = JobParser(dag) + data_view = {} + for party in dag.dag.parties: + data_view[party.role] = {} + for party_id in party.party_id: + data_view[party.role][party_id] = cls.party_data_view(job_parser, party.role, party_id) + return dict(role=role, party_id=party_id, data_view=data_view) + + @classmethod + def party_data_view(cls, job_parser, role, party_id): + task_list = job_parser.party_topological_sort(role=role, party_id=party_id) + dataset = [] + for task_name in task_list: + task_node = job_parser.get_task_node(role=role, party_id=party_id, task_name=task_name) + parties = job_parser.get_task_runtime_parties(task_name=task_name) + if task_node.component_ref.lower() == "reader" and job_utils.check_party_in(role, party_id, parties): + name = task_node.runtime_parameters.get("name") + namespace = task_node.runtime_parameters.get("namespace") + dataset.append(dict(namespace=namespace, name=name)) + return dataset + @classmethod def adapt_party_parameters(cls, dag_schema: DAGSchema, role): cores, task_run, task_cores = cls.calculate_resource(dag_schema, role) diff --git a/python/fate_flow/controller/parser.py b/python/fate_flow/controller/parser.py index 066f18900..a79a13ef2 100644 --- a/python/fate_flow/controller/parser.py +++ b/python/fate_flow/controller/parser.py @@ -795,7 +795,10 @@ def get_runtime_roles_on_party(self, task_name, party_id): return self.dag_parser.get_runtime_roles_on_party(task_name, party_id) def get_task_runtime_parties(self, task_name): - return self.dag_parser.get_task_runtime_parties(task_name) + try: + return self.dag_parser.get_task_runtime_parties(task_name) + except: + return [] class Party(BaseModel): From bd7b786a842f50274db0f366b651e0999db932ce Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 13 Dec 2023 11:15:38 +0800 Subject: [PATCH 375/482] delete job Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/job.py | 24 +++++++++++++------ .../fate_flow/manager/operation/job_saver.py | 4 ++++ 2 files changed, 21 insertions(+), 7 deletions(-) diff --git a/python/fate_flow/controller/job.py b/python/fate_flow/controller/job.py index 0c8c97bf8..6962d418e 100644 --- a/python/fate_flow/controller/job.py +++ b/python/fate_flow/controller/job.py @@ -279,13 +279,14 @@ def clean_job(cls, job_id): for task in tasks: # metric try: - OutputMetric(job_id=task.f_job_id, role=task.f_role, party_id=task.f_party_id, - task_name=task.f_task_name, - task_id=task.f_task_id, task_version=task.f_task_version).delete_metrics() + OutputMetric( + job_id=task.f_job_id, role=task.f_role, party_id=task.f_party_id, task_name=task.f_task_name, + task_id=task.f_task_id, task_version=task.f_task_version + ).delete_metrics() schedule_logger(task.f_job_id).info(f'delete {task.f_job_id} {task.f_role} {task.f_party_id}' f' {task.f_task_name} metric data success') except Exception as e: - pass + schedule_logger(job_id).exception(e) # data try: @@ -303,7 +304,7 @@ def clean_job(cls, job_id): if table: table.destroy() except Exception as e: - pass + schedule_logger(job_id).exception(e) # model try: @@ -312,8 +313,17 @@ def clean_job(cls, job_id): schedule_logger(task.f_job_id).info(f'delete {task.f_job_id} {task.f_role} {task.f_party_id}' f' {task.f_task_name} model success') except Exception as e: - pass - # JobSaver.delete_job(job_id=job_id) + schedule_logger(job_id).exception(e) + + try: + JobSaver.delete_job(job_id=job_id) + except Exception as e: + schedule_logger(job_id).exception(e) + + try: + JobSaver.delete_task(job_id=job_id) + except Exception as e: + schedule_logger(job_id).exception(e) @staticmethod def add_notes(job_id, role, party_id, notes): diff --git a/python/fate_flow/manager/operation/job_saver.py b/python/fate_flow/manager/operation/job_saver.py index b793f2886..53f32b654 100644 --- a/python/fate_flow/manager/operation/job_saver.py +++ b/python/fate_flow/manager/operation/job_saver.py @@ -35,6 +35,10 @@ def create_task(cls, task_info) -> Task: def delete_job(cls, job_id): return cls._delete_job(Job, job_id) + @classmethod + def delete_task(cls, job_id): + return cls._delete_job(Task, job_id) + @classmethod def update_job_status(cls, job_info): return cls._update_job_status(Job, job_info) From eafcbb61ac98f52de5b034fa6df43835d99f6a39 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 13 Dec 2023 15:58:19 +0800 Subject: [PATCH 376/482] fix log Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/entity/spec/dag/_logger.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/python/fate_flow/entity/spec/dag/_logger.py b/python/fate_flow/entity/spec/dag/_logger.py index 98657b313..c6a484eb8 100644 --- a/python/fate_flow/entity/spec/dag/_logger.py +++ b/python/fate_flow/entity/spec/dag/_logger.py @@ -56,13 +56,13 @@ def __init__(self, level, formatters, delay, log_base_dir, aggregate_log_base_di # add loggers root_logger_dir = os.path.join(log_base_dir, "root") - os.makedirs(root_logger_dir, exist_ok=True) + # os.makedirs(root_logger_dir, exist_ok=True) self._add_root_loggers( log_base_dir=root_logger_dir, formatter_name="root", delay=delay ) component_logger_dir = os.path.join(log_base_dir, "component") - os.makedirs(component_logger_dir, exist_ok=True) + # os.makedirs(component_logger_dir, exist_ok=True) self._add_component_loggers( log_base_dir=component_logger_dir, formatter_name="component", @@ -70,7 +70,7 @@ def __init__(self, level, formatters, delay, log_base_dir, aggregate_log_base_di loglevel=level, ) - os.makedirs(aggregate_log_base_dir, exist_ok=True) + # os.makedirs(aggregate_log_base_dir, exist_ok=True) self._add_party_id_loggers( aggregate_log_base_dir=aggregate_log_base_dir, formatter_name="root", delay=delay ) From 486b6fde9ef984b43712fd850f1a97bc40d35ce6 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 13 Dec 2023 17:34:39 +0800 Subject: [PATCH 377/482] fix provider bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/service/provider_manager.py | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/manager/service/provider_manager.py b/python/fate_flow/manager/service/provider_manager.py index 1eaa1a28e..f2a5ca978 100644 --- a/python/fate_flow/manager/service/provider_manager.py +++ b/python/fate_flow/manager/service/provider_manager.py @@ -96,7 +96,17 @@ def register_component(cls, provider: ComponentProvider, components_description, component.f_component_name = component_name component.f_protocol = protocol component.f_component_description = components_description.get(component_name) - cls.safe_save(ComponentInfo, defaults=component.to_dict(), **component.to_dict()) + cls.safe_save( + ComponentInfo, defaults=component.to_dict(), + **dict( + f_provider_name=provider.provider_name, + f_name=provider.name, + f_device=provider.device, + f_version=provider.version, + f_component_name=component_name, + f_protocol=protocol + ) + ) @classmethod @filter_parameters() From 247b521cee3766042b417f0b1da0d9362f476551 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 13 Dec 2023 19:16:48 +0800 Subject: [PATCH 378/482] process stderr to pipe Signed-off-by: zhihuiwan <15779896112@163.com> --- .../fate_flow/manager/service/worker_manager.py | 15 +++++++++++++-- 1 file changed, 13 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/manager/service/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py index 5a5c83830..b93b9f050 100644 --- a/python/fate_flow/manager/service/worker_manager.py +++ b/python/fate_flow/manager/service/worker_manager.py @@ -13,6 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import io import logging import os import subprocess @@ -55,6 +56,8 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa else: process_cmd = [os.getenv("EXECUTOR_ENV") or sys.executable or "python3"] process_cmd.extend(common_cmd) + if sync: + stderr = subprocess.PIPE p = process_utils.run_subprocess(job_id=task_info.get("job_id"), config_dir=config_dir, process_cmd=process_cmd, added_env=extra_env, std_dir=std_dir, cwd_dir=config_dir, process_name=worker_name.value, stderr=stderr) @@ -71,9 +74,17 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa } else: if sync: + error_io = io.BytesIO() + while True: + output = p.stderr.readline() + if output == b'' and p.poll() is not None: + break + if output: + error_io.write(output) + error_io.seek(0) _code = p.wait() - _e = p.stderr.read() if p.stderr else None - if _e and _code: + _e = error_io.read() + if _e: logging.error(f"process {worker_name.value} run error[code:{_code}]\n: {_e.decode()}") return p From efb327196741eb44060a771c5955a9c05d9c56cc Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 13 Dec 2023 20:47:08 +0800 Subject: [PATCH 379/482] fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/entity/spec/dag/_job.py | 2 +- python/fate_flow/manager/service/worker_manager.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/entity/spec/dag/_job.py b/python/fate_flow/entity/spec/dag/_job.py index 69fb1776b..820c49cf5 100644 --- a/python/fate_flow/entity/spec/dag/_job.py +++ b/python/fate_flow/entity/spec/dag/_job.py @@ -41,7 +41,7 @@ class PartyTaskRefSpec(BaseModel): class PartyTaskSpec(BaseModel): parties: Optional[List[PartySpec]] tasks: Optional[Dict[str, PartyTaskRefSpec]] = {} - conf: Optional[dict] + conf: Optional[dict] = {} class EngineRunSpec(BaseModel): diff --git a/python/fate_flow/manager/service/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py index b93b9f050..f96f5079f 100644 --- a/python/fate_flow/manager/service/worker_manager.py +++ b/python/fate_flow/manager/service/worker_manager.py @@ -84,7 +84,7 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa error_io.seek(0) _code = p.wait() _e = error_io.read() - if _e: + if _e and _code: logging.error(f"process {worker_name.value} run error[code:{_code}]\n: {_e.decode()}") return p From fecf32c8896bc1eb6c92c446ea1e8db3f09c9c3c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 14 Dec 2023 16:03:51 +0800 Subject: [PATCH 380/482] fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/parser.py | 2 +- python/fate_flow/controller/task.py | 2 ++ .../manager/worker/deepspeed_download_model.py | 14 +++++++------- python/fate_flow/scheduler/scheduler.py | 15 +-------------- python/fate_flow/utils/process_utils.py | 1 - python/fate_flow/utils/wraps_utils.py | 16 +++++++++++++++- 6 files changed, 26 insertions(+), 24 deletions(-) diff --git a/python/fate_flow/controller/parser.py b/python/fate_flow/controller/parser.py index a79a13ef2..9e43741d5 100644 --- a/python/fate_flow/controller/parser.py +++ b/python/fate_flow/controller/parser.py @@ -592,7 +592,7 @@ def _init_task_runtime_parameters_and_conf(self, task_name: str, dag_schema: DAG if party_task_spec.conf: for party in party_parties: for party_id in party.party_id: - self._tasks[party.role][party_id][task_name].conf.update(party_tasks_spec.conf) + self._tasks[party.role][party_id][task_name].conf.update(party_task_spec.conf) parameters = party_task_spec.parameters diff --git a/python/fate_flow/controller/task.py b/python/fate_flow/controller/task.py index 2f7f9f33e..02515f266 100644 --- a/python/fate_flow/controller/task.py +++ b/python/fate_flow/controller/task.py @@ -33,6 +33,7 @@ from fate_flow.utils import job_utils from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.log_utils import schedule_logger +from fate_flow.utils.wraps_utils import asynchronous_function class TaskController(object): @@ -326,6 +327,7 @@ def collect_task(cls, job_id, task_id, task_version, role, party_id): return None @classmethod + @asynchronous_function def stop_task(cls, task: Task, stop_status): kill_status = cls.kill_task(task=task) task_info = { diff --git a/python/fate_flow/manager/worker/deepspeed_download_model.py b/python/fate_flow/manager/worker/deepspeed_download_model.py index 07ddef185..5127f4cd5 100644 --- a/python/fate_flow/manager/worker/deepspeed_download_model.py +++ b/python/fate_flow/manager/worker/deepspeed_download_model.py @@ -25,16 +25,16 @@ class DownloadModel(object): def run(self, args): deepspeed_engine = build_engine(args.provider_name, LauncherType.DEEPSPEED) tasks = JobSaver.query_task( - task_id=self.args.task_id, - task_version=self.args.task_version, - job_id=self.args.job_id, - role=self.args.role, - party_id=self.args.party_id + task_id=args.task_id, + task_version=args.task_version, + job_id=args.job_id, + role=args.role, + party_id=args.party_id ) task = tasks[0] - schedule_logger(self.args.job_id).info("start download model") + schedule_logger(args.job_id).info("start download model") deepspeed_engine.download_model_do(task) - schedule_logger(self.args.job_id).info("download model success") + schedule_logger(args.job_id).info("download model success") if __name__ == '__main__': diff --git a/python/fate_flow/scheduler/scheduler.py b/python/fate_flow/scheduler/scheduler.py index 89984d5db..564b4d9f4 100644 --- a/python/fate_flow/scheduler/scheduler.py +++ b/python/fate_flow/scheduler/scheduler.py @@ -103,19 +103,6 @@ def run_do(self): schedule_logger(job.f_job_id).error("schedule job failed") schedule_logger().info("schedule running jobs finished") - # ready - schedule_logger().info("start schedule ready jobs") - jobs = ScheduleJobSaver.query_job(ready_signal=True, order_by="create_time", reverse=False) - schedule_logger().info(f"have {len(jobs)} ready jobs") - for job in jobs: - schedule_logger().info(f"schedule ready job {job.f_job_id}") - try: - pass - except Exception as e: - schedule_logger(job.f_job_id).exception(e) - schedule_logger(job.f_job_id).error(f"schedule ready job failed:\n{e}") - schedule_logger().info("schedule ready jobs finished") - # rerun schedule_logger().info("start schedule rerun jobs") jobs = ScheduleJobSaver.query_job(rerun_signal=True, order_by="create_time", reverse=False) @@ -123,7 +110,7 @@ def run_do(self): for job in jobs: schedule_logger(job.f_job_id).info(f"schedule rerun job {job.f_job_id}") try: - self.schedule_rerun_job(job=job) + self.schedule_rerun_job(job=job, lock=True) except Exception as e: schedule_logger(job.f_job_id).exception(e) schedule_logger(job.f_job_id).error("schedule job failed") diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index 8fa085290..df736797a 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -167,7 +167,6 @@ def is_task_executor_process(task: Task, process: psutil.Process): cmdline = process.cmdline() except Exception as e: # Not sure whether the process is a task executor process, operations processing is required - schedule_logger(task.f_job_id).warning(e) return False else: schedule_logger(task.f_job_id).info(cmdline) diff --git a/python/fate_flow/utils/wraps_utils.py b/python/fate_flow/utils/wraps_utils.py index 9c6c10a7d..a492a5b2d 100644 --- a/python/fate_flow/utils/wraps_utils.py +++ b/python/fate_flow/utils/wraps_utils.py @@ -144,7 +144,7 @@ def _wrapper(*args, **kwargs): finally: schedule_signal(job_id=job.f_job_id, set_or_reset=False) schedule_logger(job.f_job_id).debug(f"release job {job.f_job_id} schedule lock") - return _result + return _result else: return func(*args, **kwargs) return _wrapper @@ -158,6 +158,20 @@ def _wrapper(*args, **kwargs): return _wrapper +def asynchronous_function(func): + @wraps(func) + def _wrapper(*args, **kwargs): + is_asynchronous = kwargs.pop("is_asynchronous", False) + if is_asynchronous: + thread = threading.Thread(target=func, args=args, kwargs=kwargs) + thread.start() + is_asynchronous = True + return is_asynchronous + else: + return func(*args, **kwargs) + return _wrapper + + def check_permission(operate=None, types=None): def _inner(func): @wraps(func) From 55542e2a02fdbd2f2356c6aed19047afa9293a14 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 15 Dec 2023 10:55:57 +0800 Subject: [PATCH 381/482] fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/components_wraps/fate/_wraps.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/python/fate_flow/hub/components_wraps/fate/_wraps.py b/python/fate_flow/hub/components_wraps/fate/_wraps.py index e23bbc959..1987542b3 100644 --- a/python/fate_flow/hub/components_wraps/fate/_wraps.py +++ b/python/fate_flow/hub/components_wraps/fate/_wraps.py @@ -220,6 +220,10 @@ def _push_data(self, output_key, output_datas: List[ArtifactOutputSpec]): uri = output_data.uri if output_data.type_name == DataType.DATA_UNRESOLVED: uri = "" + # check namespace and name（reader） + resp = self.mlmd.query_data_meta(name=name, namespace=namespace) + if resp.json().get("code") != 0: + raise ValueError(f"Check failed[{resp.text}]") resp = self.mlmd.save_data_tracking( execution_id=self.config.party_task_id, output_key=output_key, From db158347ca857b3d19db4eefdb7b18c4537b1e98 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 15 Dec 2023 14:36:41 +0800 Subject: [PATCH 382/482] update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-eggroll.txt | 6 +++--- python/requirements-flow.txt | 7 ++++--- python/setup.py | 10 +++++----- 3 files changed, 12 insertions(+), 11 deletions(-) diff --git a/python/requirements-eggroll.txt b/python/requirements-eggroll.txt index ab19b83f5..f8af693e5 100644 --- a/python/requirements-eggroll.txt +++ b/python/requirements-eggroll.txt @@ -1,7 +1,7 @@ -grpcio==1.46.3 -grpcio-tools==1.46.3 +grpcio==1.59.3 +grpcio-tools==1.59.3 numba==0.56.4 -protobuf==3.19.6 +protobuf==4.24.4 pyarrow==6.0.1 mmh3==3.0.0 cachetools>=3.0.0 diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt index de6a6a9c5..cbbf5854f 100644 --- a/python/requirements-flow.txt +++ b/python/requirements-flow.txt @@ -1,8 +1,8 @@ pip>=21 apsw<=3.10 Flask==2.2.5 -grpcio==1.46.3 -grpcio-tools==1.46.3 +grpcio==1.59.3 +grpcio-tools==1.59.3 requests<2.26.0 urllib3==1.26.5 ruamel-yaml==0.16 @@ -21,4 +21,5 @@ pymysql kazoo shortuuid cos-python-sdk-v5==1.9.10 -typing-extensions==4.5.0 \ No newline at end of file +typing-extensions==4.5.0 +boto3 diff --git a/python/setup.py b/python/setup.py index 36d1a7417..a20b46587 100644 --- a/python/setup.py +++ b/python/setup.py @@ -8,8 +8,8 @@ install_requires = [ "apsw==3.38.5.post1", "Flask==2.2.5", - "grpcio==1.46.3", - "grpcio-tools==1.46.3", + "grpcio==1.59.3", + "grpcio-tools==1.59.3", "requests<2.26.0", "urllib3==1.26.5", "cachetools", @@ -35,10 +35,10 @@ "pulsar": ["pulsar-client==2.10.2"], "spark": ["pyspark"], "eggroll": [ - "grpcio==1.46.3", - "grpcio-tools==1.46.3", + "grpcio==1.59.3", + "grpcio-tools==1.59.3", "numba==0.56.4", - "protobuf==3.19.6", + "protobuf==4.24.4", "pyarrow==6.0.1", "mmh3==3.0.0", "cachetools>=3.0.0", From 8c4d89bb90ec2c6a884e02eb2b7345f8052181a4 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 15 Dec 2023 14:36:54 +0800 Subject: [PATCH 383/482] fix logs Signed-off-by: zhihuiwan <15779896112@163.com> --- .../fate_flow/manager/service/worker_manager.py | 15 ++++++++------- 1 file changed, 8 insertions(+), 7 deletions(-) diff --git a/python/fate_flow/manager/service/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py index f96f5079f..2b504a7a5 100644 --- a/python/fate_flow/manager/service/worker_manager.py +++ b/python/fate_flow/manager/service/worker_manager.py @@ -56,7 +56,7 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa else: process_cmd = [os.getenv("EXECUTOR_ENV") or sys.executable or "python3"] process_cmd.extend(common_cmd) - if sync: + if sync and worker_name == WorkerName.TASK_EXECUTE: stderr = subprocess.PIPE p = process_utils.run_subprocess(job_id=task_info.get("job_id"), config_dir=config_dir, process_cmd=process_cmd, added_env=extra_env, std_dir=std_dir, cwd_dir=config_dir, @@ -75,12 +75,13 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa else: if sync: error_io = io.BytesIO() - while True: - output = p.stderr.readline() - if output == b'' and p.poll() is not None: - break - if output: - error_io.write(output) + if worker_name == WorkerName.TASK_EXECUTE: + while True: + output = p.stderr.readline() + if output == b'' and p.poll() is not None: + break + if output: + error_io.write(output) error_io.seek(0) _code = p.wait() _e = error_io.read() From 4b8235a64b56e79dc1db87c46e828cfb4edc530f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 18 Dec 2023 13:05:33 +0800 Subject: [PATCH 384/482] fix rerun bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/partner/partner_app.py | 7 ++--- python/fate_flow/controller/task.py | 31 +++++++++++++------- 2 files changed, 23 insertions(+), 15 deletions(-) diff --git a/python/fate_flow/apps/partner/partner_app.py b/python/fate_flow/apps/partner/partner_app.py index 2d6050770..999fcfc2d 100644 --- a/python/fate_flow/apps/partner/partner_app.py +++ b/python/fate_flow/apps/partner/partner_app.py @@ -264,10 +264,9 @@ def stop_task(job_id, role, party_id, task_id, task_version, status=None): @API.Input.json(party_id=fields.String(required=True)) @API.Input.json(task_id=fields.String(required=True)) @API.Input.json(task_version=fields.Integer(required=True)) -@API.Input.json(new_version=fields.Integer()) +@API.Input.json(new_version=fields.Integer(required=True)) def rerun_task(job_id, role, party_id, task_id, task_version, new_version): tasks = JobSaver.query_task(job_id=job_id, task_id=task_id, role=role, party_id=party_id) - if not tasks: - return API.Output.fate_flow_exception(NoFoundTask(job_id=job_id, role=role, party_id=party_id, task_id=task_id)) - TaskController.create_new_version_task(task=tasks[0], new_version=new_version) + if tasks: + TaskController.create_new_version_task(task=tasks[0], new_version=new_version) return API.Output.json() diff --git a/python/fate_flow/controller/task.py b/python/fate_flow/controller/task.py index 02515f266..dcaa25b29 100644 --- a/python/fate_flow/controller/task.py +++ b/python/fate_flow/controller/task.py @@ -233,29 +233,38 @@ def create_new_version_schedule_task(cls, job, task, auto): # stop old version task FederatedScheduler.stop_task(task_id=task.f_task_id, command_body={"status": task.f_status}) # create new version task - task.f_task_version = task.f_task_version + 1 if auto: task.f_auto_retries = task.f_auto_retries - 1 - status_code, response = FederatedScheduler.rerun_task(task_id=task.f_task_id, task_version=task.f_task_version) + retry_time = 3 + new_version = task.f_task_version + while True: + if retry_time == 0: + raise Exception(f"create {task.f_task_id} new version {new_version} failed") + new_version = new_version + 1 + status_code, response = FederatedScheduler.rerun_task(task_id=task.f_task_id, task_version=new_version) + if status_code == FederatedSchedulingStatusCode.SUCCESS: + schedule_logger(job_id=job.f_job_id).info( + f"create {task.f_task_id} new version {new_version} success" + ) + break + retry_time -= 1 dag_schema = DAGSchema(**job.f_dag) - if status_code != FederatedSchedulingStatusCode.SUCCESS: - raise Exception(f"create {task.f_task_id} new version failed") job_parser = JobParser(dag_schema) - for party in job.f_parties: - _role = party.get("role") - for _party_id in party.get("party_id"): + parties = job_parser.get_task_runtime_parties(task_name=task.f_task_name) + for party in parties: + for party_id in party.party_id: cls.create_task( - job.f_job_id, _role, _party_id, task.f_task_name, dag_schema, job_parser, - is_scheduler=True, task_version=task.f_task_version + job.f_job_id, party.role, party_id, task.f_task_name, dag_schema, job_parser, + is_scheduler=True, task_version=new_version ) TaskController.create_scheduler_tasks_status( job.f_job_id, dag_schema, - task_version=task.f_task_version, + task_version=new_version, auto_retries=task.f_auto_retries, task_name=task.f_task_name ) - schedule_logger(job.f_job_id).info(f"create task {task.f_task_id} new version {task.f_task_version} successfully") + schedule_logger(job.f_job_id).info(f"create task {task.f_task_id} new version {new_version} successfully") @classmethod def prepare_rerun_task(cls, job: ScheduleJob, task: ScheduleTaskStatus, auto=False, force=False): From b4ad7d332a4d30dbeefa80122296423755179cd1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 19 Dec 2023 11:21:40 +0800 Subject: [PATCH 385/482] run ds Signed-off-by: zhihuiwan <15779896112@163.com> --- .../engine/backend/_eggroll_deepspeed.py | 61 ++++++++++++---- python/fate_flow/engine/devices/deepspeed.py | 72 ++++++++++--------- python/fate_flow/engine/devices/local.py | 2 +- .../hub/components_wraps/fate/_wraps.py | 24 +++++-- python/fate_flow/manager/outputs/data.py | 4 +- .../worker/deepspeed_download_model.py | 7 +- .../manager/worker/fate_ds_executor.py | 52 ++++++++++++++ python/fate_flow/runtime/system_settings.py | 4 ++ python/fate_flow/scheduler/detector.py | 16 ++--- python/fate_flow/utils/job_utils.py | 15 ++-- 10 files changed, 182 insertions(+), 75 deletions(-) create mode 100644 python/fate_flow/manager/worker/fate_ds_executor.py diff --git a/python/fate_flow/engine/backend/_eggroll_deepspeed.py b/python/fate_flow/engine/backend/_eggroll_deepspeed.py index a30add025..29d041b7c 100644 --- a/python/fate_flow/engine/backend/_eggroll_deepspeed.py +++ b/python/fate_flow/engine/backend/_eggroll_deepspeed.py @@ -15,14 +15,19 @@ # import json import logging +import os.path import sys import time import traceback from fate_flow.engine.backend._base import LocalEngine -from fate_flow.entity.spec.dag import TaskConfigSpec -from fate_flow.entity.types import BaseStatus, TaskStatus -from fate_flow.manager.worker.fate_executor import FateSubmit +from fate_flow.engine.devices.deepspeed import EggrollDeepspeedEngine +from fate_flow.entity.spec.dag import TaskConfigSpec, ComponentOutputMeta, ArtifactOutputSpec +from fate_flow.entity.types import BaseStatus, TaskStatus, ComputingEngine +from fate_flow.manager.outputs.data import DataManager +from fate_flow.manager.worker.fate_ds_executor import FateSubmit +from fate_flow.runtime.system_settings import COMPUTING_CONF, DEEPSPEED_RESULT_PLACEHOLDER, MODEL_STORE_PATH +from fate_flow.utils.job_utils import generate_deepspeed_id logger = logging.getLogger(__name__) @@ -46,24 +51,49 @@ class EndStatus(BaseStatus): class Deepspeed(LocalEngine): - def run(self, output_path, engine_run, run_parameters, session_id, **kwargs): + def run(self, output_path, engine_run, run_parameters, session_id, task_info, **kwargs): parameters = TaskConfigSpec.parse_obj(run_parameters) env_name = "FATE_TASK_CONFIG" self.start_submit(session_id, parameters, engine_run, env_name) status = self.wait_deepspeed_job(session_id=session_id, timeout=engine_run.get("timeout", 36000)) logger.info(f"deepspeed task end with status {status}") + engine = EggrollDeepspeedEngine() if status not in EndStatus.status_list(): logger.info(f"start to kill deepspeed {session_id} task") self.kill(session_id=session_id) return -1 - # download result to output_path - pass + logger.info(f"start download task result to dir {os.path.dirname(output_path)}") + engine.download_result( + worker_id=generate_deepspeed_id(parameters.party_task_id), + path=os.path.dirname(output_path) + ) + logger.info(f"start download task model") + output_meta = None + logger.info(f"{output_path}: {os.path.exists(output_path)}") + if os.path.exists(output_path): + with open(output_path, "r") as f: + try: + result = json.load(f) + output_meta = ComponentOutputMeta.parse_obj(result) + except: + logger.info(f"load output path {output_path} failed") + logger.info(output_meta) + if output_meta: + for _key, _model in output_meta.io_meta.outputs.model.items(): + model = ArtifactOutputSpec(**_model) + _, address = DataManager.uri_to_address(model.uri) + path = os.path.join(MODEL_STORE_PATH, address.path.split("models/")[-1]) + logger.info(f"download model to {path}") + engine.download_model(task_info, path) + logger.info("download model success") return 0 @classmethod def start_submit(cls, session_id, parameters: TaskConfigSpec, engine_run, env_name): from eggroll.deepspeed.submit import client - client = client.DeepspeedJob(session_id=session_id) + host = COMPUTING_CONF.get(ComputingEngine.EGGROLL).get("host") + port = COMPUTING_CONF.get(ComputingEngine.EGGROLL).get("port") + client = client.DeepspeedJob(session_id=session_id, host=host, port=port) world_size = engine_run.get("cores", 1) timeout_seconds = engine_run.get("timeout_seconds", 21600) resource_exhausted_strategy = engine_run.get("resource_exhausted_strategy", "waiting") @@ -95,9 +125,9 @@ def wait_deepspeed_job(self, session_id, timeout=36000): return while True: - status = self.query_status(session_id=session_id) - if timeout % 100 == 0: - logger.info(f"deepspeed task status {status}") + status = self._query_status(session_id=session_id) + if timeout % 5 == 0: + logger.info(f"task status: {status}") timeout -= 1 if timeout == 0: logger.error(f"task timeout, total {timeout}s") @@ -107,7 +137,7 @@ def wait_deepspeed_job(self, session_id, timeout=36000): time.sleep(1) @staticmethod - def generate_command_arguments(env_name, output_path=""): + def generate_command_arguments(env_name, output_path=f"{DEEPSPEED_RESULT_PLACEHOLDER}/task_result.yaml"): command_arguments = [ "component", "execute", @@ -126,7 +156,9 @@ def kill(session_id): if session_id: logger.info(f"start kill deepspeed task {session_id}") from eggroll.deepspeed.submit import client - client = client.DeepspeedJob(session_id) + host = COMPUTING_CONF.get(ComputingEngine.EGGROLL).get("host") + port = COMPUTING_CONF.get(ComputingEngine.EGGROLL).get("port") + client = client.DeepspeedJob(session_id, host=host, port=port) try: client.kill() except Exception as e: @@ -137,7 +169,9 @@ def kill(session_id): def _query_status(session_id): if session_id: from eggroll.deepspeed.submit import client - client = client.DeepspeedJob(session_id) + host = COMPUTING_CONF.get(ComputingEngine.EGGROLL).get("host") + port = COMPUTING_CONF.get(ComputingEngine.EGGROLL).get("port") + client = client.DeepspeedJob(session_id, host=host, port=port) _s = client.query_status().status return _s if _s else StatusSet.NEW return StatusSet.NEW @@ -149,3 +183,4 @@ def query_status(self, session_id): return TaskStatus.SUCCESS else: return TaskStatus.FAILED + return TaskStatus.RUNNING diff --git a/python/fate_flow/engine/devices/deepspeed.py b/python/fate_flow/engine/devices/deepspeed.py index ff7f4922e..17de00893 100644 --- a/python/fate_flow/engine/devices/deepspeed.py +++ b/python/fate_flow/engine/devices/deepspeed.py @@ -14,22 +14,20 @@ # limitations under the License. # import datetime -import json import logging import os +import shutil import sys import traceback -from uuid import uuid1 from fate_flow.db import Task from fate_flow.engine.devices.local import LocalEngine from fate_flow.entity.types import BaseStatus, TaskStatus, WorkerName, StorageEngine from fate_flow.manager.service.worker_manager import WorkerManager from fate_flow.manager.worker.deepspeed_download_model import DownloadModel -from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import MODEL_STORE_PATH, COMPUTING_CONF from fate_flow.utils import job_utils, process_utils -from fate_flow.utils.job_utils import get_job_log_directory +from fate_flow.utils.job_utils import get_job_log_directory, generate_deepspeed_id from fate_flow.utils.log_utils import schedule_logger logger = logging.getLogger(__name__) @@ -60,7 +58,6 @@ def generate_session_id(): def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): schedule_logger(task.f_job_id).info("start to submit deepspeed task") - session_id = run_parameters.get("party_task_id") run_info = WorkerManager.start_task_worker( worker_name=WorkerName.TASK_ENTRYPOINT, task_info=task.to_human_model_dict(), @@ -70,11 +67,11 @@ def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_ task_parameters=run_parameters, record=True ) - run_info["worker_id"] = session_id + run_info["worker_id"] = generate_deepspeed_id(run_parameters.get("party_task_id")) return run_info def cleanup(self, task: Task): - self.kill(task.f_worker_id) + self.kill(task) def kill(self, task): schedule_logger(task.f_job_id).info(f"start kill deepspeed task {task.f_worker_id}") @@ -93,10 +90,7 @@ def kill(self, task): def download_output(self, task: Task): try: schedule_logger(task.f_job_id).info(f"start download logs") - self.download_log(task) - schedule_logger(task.f_job_id).info(f"start download models") - self.download_model(task=task) - + self.download_log(task.f_worker_id) except Exception as e: traceback.format_exc() schedule_logger(task.f_job_id).error(e) @@ -113,7 +107,7 @@ def _query_status(session_id): return StatusSet.NEW def query_task_status(self, task): - status = self._query_status(task) + status = self._query_status(task.f_worker_id) if status in EndStatus.status_list(): if status in [EndStatus.FINISHED]: return TaskStatus.SUCCESS @@ -143,7 +137,7 @@ def query_status(self, session_id): return TaskStatus.FAILED def is_alive(self, task): - status = self._query_status(task) + status = self._query_status(task.f_worker_id) if status in StatusSet.status_list(): if status in EndStatus.status_list(): return False @@ -152,15 +146,19 @@ def is_alive(self, task): else: raise RuntimeError(f"task run status: {status}") - def download(self, task, base_dir, content_type=None, ranks=None): + def download(self, base_dir, content_type=None, ranks=None, worker_id=None, only_rank_0=False): from eggroll.deepspeed.submit.client import ContentType if not content_type: content_type = ContentType.ALL - dir_name = self._download_job(task, base_dir, content_type, ranks) + session_id = worker_id + dir_name = self._download_job(session_id, base_dir, content_type, ranks) if dir_name: for file in os.listdir(dir_name): if file.endswith(".zip"): - rank_dir = os.path.join(dir_name, file.split(".zip")[0]) + if only_rank_0: + rank_dir = dir_name + else: + rank_dir = os.path.join(dir_name, file.split(".zip")[0]) os.makedirs(rank_dir, exist_ok=True) self.unzip(os.path.join(dir_name, file), extra_dir=rank_dir) os.remove(os.path.join(dir_name, file)) @@ -170,39 +168,46 @@ def download_log(self, task, path=None): if not path: path = self.log_path(task) schedule_logger(task.f_job_id).info(f"download logs to {path}") - self.download(task, base_dir=path, content_type=ContentType.LOGS) + self.download(worker_id=task.f_worker_id, base_dir=path, content_type=ContentType.LOGS, ranks=[0]) + + def download_result(self, path, worker_id): + from eggroll.deepspeed.submit.client import ContentType + self.download( + worker_id=worker_id, base_dir=path, content_type=ContentType.RESULT, ranks=[0], + only_rank_0=True + ) @staticmethod - def download_model(task): + def download_model(task_info, path=""): # run subprocess to download model - conf_dir = job_utils.get_job_directory(job_id=task.f_job_id) + conf_dir = job_utils.get_job_directory(job_id=task_info.get("job_id")) os.makedirs(conf_dir, exist_ok=True) process_cmd = [ sys.executable or 'python3', sys.modules[DownloadModel.__module__].__file__, - '--job_id', task.f_job_id, - '--role', task.f_role, - '--party_id', task.f_party_id, - '--task_id', task.f_task_id, - '--task_version', task.f_task_version, - '--provider_name', task.f_provider_name + '--job_id', task_info.get("job_id"), + '--role', task_info.get("role"), + '--party_id', task_info.get("party_id"), + '--task_id', task_info.get("task_id"), + '--task_version', task_info.get("task_version"), + "--path", path ] process_name = "model_download" - log_dir = job_utils.get_job_log_directory(job_id=task.f_job_id) + log_dir = job_utils.get_job_log_directory(job_id=task_info.get("job_id")) p = process_utils.run_subprocess( - job_id=task.f_job_id, + job_id=task_info.get("job_id"), config_dir=conf_dir, process_cmd=process_cmd, std_dir=log_dir, process_name=process_name ) - schedule_logger(task.f_job_id).info(f"download model process id: {p.pid}") + schedule_logger(task_info.get("job_id")).info(f"download model process id: {p.pid}") def download_model_do(self, task, path=None): from eggroll.deepspeed.submit.client import ContentType if not path: - path = self.model_path(task, download=True) - self.download(task, base_dir=path, content_type=ContentType.MODELS, ranks=[0]) + path = self.model_path(task) + self.download(worker_id=task.f_worker_id, base_dir=path, content_type=ContentType.MODELS, ranks=[0], only_rank_0=True) @staticmethod def unzip(zip_path, extra_dir): @@ -217,11 +222,8 @@ def unzip(zip_path, extra_dir): file.write(data) @staticmethod - def model_path(task, download=False): - _p = os.path.join(MODEL_STORE_PATH, task.f_job_id, task.f_task_name) - if not download: - # only rank 0 output model - _p = os.path.join(_p, "0") + def model_path(task): + _p = os.path.join(MODEL_STORE_PATH, task.f_job_id, task.f_role, task.f_party_id, task.f_task_name) return _p @staticmethod diff --git a/python/fate_flow/engine/devices/local.py b/python/fate_flow/engine/devices/local.py index a7dd41c2a..91c91f94f 100644 --- a/python/fate_flow/engine/devices/local.py +++ b/python/fate_flow/engine/devices/local.py @@ -25,7 +25,7 @@ class LocalEngine(EngineABC): - def __init__(self, provider: ComponentProvider): + def __init__(self, provider: ComponentProvider = None): self.provider = provider def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): diff --git a/python/fate_flow/hub/components_wraps/fate/_wraps.py b/python/fate_flow/hub/components_wraps/fate/_wraps.py index 1987542b3..5d4b2ef15 100644 --- a/python/fate_flow/hub/components_wraps/fate/_wraps.py +++ b/python/fate_flow/hub/components_wraps/fate/_wraps.py @@ -36,8 +36,10 @@ from fate_flow.hub.components_wraps import WrapsABC from fate_flow.manager.outputs.data import DataManager, DatasetManager -from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME, DEFAULT_OUTPUT_DATA_PARTITIONS +from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME, DEFAULT_OUTPUT_DATA_PARTITIONS, \ + DEEPSPEED_MODEL_DIR_PLACEHOLDER, DEEPSPEED_LOGS_DIR_PLACEHOLDER from fate_flow.utils import job_utils +from fate_flow.utils.job_utils import generate_deepspeed_id logger = logging.getLogger(__name__) @@ -119,6 +121,13 @@ def preprocess(self): logger.info("start generating output artifacts") output_artifacts = self._preprocess_output_artifacts() logger.info(f"output_artifacts: {output_artifacts}") + logger_config = json.dumps(self.config.conf.logger.config) + if self.config.launcher_name == LauncherType.DEEPSPEED: + logger_config = logger_config.replace( + job_utils.get_job_log_directory(self.config.job_id), + os.path.join(DEEPSPEED_LOGS_DIR_PLACEHOLDER, self.config.job_id) + ) + self.config.conf.logger.config = json.loads(logger_config) config = TaskConfigSpec( job_id=self.config.job_id, task_id=self.config.task_id, @@ -153,7 +162,7 @@ def run_component(self, config): run_parameters=task_parameters, output_path=task_result, conf_path=conf_path, - session_id=self.config.party_task_id, + session_id=generate_deepspeed_id(self.config.party_task_id), sync=True ) logger.info(f"finish task, return code {code}") @@ -243,6 +252,9 @@ def _push_model(self, output_key, output_models: List[ArtifactOutputSpec]): logger.info("save model") logger.info(f"key[{output_key}] output_models[{output_models}]") tar_io = io.BytesIO() + if self.config.launcher_name == LauncherType.DEEPSPEED: + logger.info("pass") + return for output_model in output_models: engine, address = DataManager.uri_to_address(output_model.uri) if engine == StorageEngine.FILE: @@ -401,12 +413,12 @@ def _output_artifacts(self, type_name, is_multi, name, output_type=None): # api path uri = self.mlmd.get_metric_save_url(execution_id=self.config.party_task_id) else: - # local file path - abspath = True + base_dir = "" if self.config.launcher_name == LauncherType.DEEPSPEED: - abspath = False + base_dir = DEEPSPEED_MODEL_DIR_PLACEHOLDER uri = DatasetManager.output_local_uri( - task_info=self.task_info, name=name, type_name=type_name, is_multi=is_multi, abspath=abspath + task_info=self.task_info, name=name, type_name=type_name, is_multi=is_multi, + base_dir=base_dir ) output_artifacts.uri = uri return output_artifacts diff --git a/python/fate_flow/manager/outputs/data.py b/python/fate_flow/manager/outputs/data.py index 6a219397a..b12c7a049 100644 --- a/python/fate_flow/manager/outputs/data.py +++ b/python/fate_flow/manager/outputs/data.py @@ -301,8 +301,8 @@ def output_data_uri(cls, storage_engine, task_id, is_multi=False): return uri @classmethod - def output_local_uri(cls, name, type_name, task_info, is_multi=False, abspath=True): - path = job_utils.get_task_directory(**task_info, output=True, abspath=abspath) + def output_local_uri(cls, name, type_name, task_info, is_multi=False, base_dir=""): + path = job_utils.get_task_directory(**task_info, output=True, base_dir=base_dir) uri = os.path.join(f"file://{path}", name, type_name) if is_multi: # replace "{index}" diff --git a/python/fate_flow/manager/worker/deepspeed_download_model.py b/python/fate_flow/manager/worker/deepspeed_download_model.py index 5127f4cd5..96ef60503 100644 --- a/python/fate_flow/manager/worker/deepspeed_download_model.py +++ b/python/fate_flow/manager/worker/deepspeed_download_model.py @@ -23,7 +23,6 @@ class DownloadModel(object): def run(self, args): - deepspeed_engine = build_engine(args.provider_name, LauncherType.DEEPSPEED) tasks = JobSaver.query_task( task_id=args.task_id, task_version=args.task_version, @@ -32,20 +31,20 @@ def run(self, args): party_id=args.party_id ) task = tasks[0] + deepspeed_engine = build_engine(task.f_provider_name, LauncherType.DEEPSPEED) schedule_logger(args.job_id).info("start download model") - deepspeed_engine.download_model_do(task) + deepspeed_engine.download_model_do(task, args.path) schedule_logger(args.job_id).info("download model success") if __name__ == '__main__': parser = argparse.ArgumentParser() - parser.add_argument('--provider_name', required=True, type=str, help="provider name") + parser.add_argument('--path', required=True, type=str, help="path") parser.add_argument('--job_id', required=True, type=str, help="job id") parser.add_argument('--role', required=True, type=str, help="role") parser.add_argument('--party_id', required=True, type=str, help="party id") parser.add_argument('--task_id', required=True, type=str, help="task id") parser.add_argument('--task_version', required=True, type=int, help="task version") - args = parser.parse_args() DownloadModel().run(args) diff --git a/python/fate_flow/manager/worker/fate_ds_executor.py b/python/fate_flow/manager/worker/fate_ds_executor.py new file mode 100644 index 000000000..47949c884 --- /dev/null +++ b/python/fate_flow/manager/worker/fate_ds_executor.py @@ -0,0 +1,52 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import json +import os +import sys + +from fate_flow.runtime.system_settings import DEEPSPEED_LOGS_DIR_PLACEHOLDER, DEEPSPEED_MODEL_DIR_PLACEHOLDER, \ + DEEPSPEED_RESULT_PLACEHOLDER + + +class FateSubmit: + @staticmethod + def run(): + import runpy + runpy.run_module(mod_name='fate.components', run_name='__main__') + + +if __name__ == "__main__": + # replace deepspeed rank env + print(os.environ.get("EGGROLL_DEEPSPEED_CONTAINER_LOGS_DIR")) + print(os.environ.get("EGGROLL_DEEPSPEED_CONTAINER_MODELS_DIR")) + print(os.environ.get("EGGROLL_DEEPSPEED_CONTAINER_RESULT_DIR")) + + result_index = sys.argv.index("--execution-final-meta-path") + 1 + result_path = os.environ.get(sys.argv[result_index], "") + + env_name_index = sys.argv.index("--env-name") + 1 + env_key = sys.argv[env_name_index] + sys.argv[result_index] = sys.argv[result_index].replace( + DEEPSPEED_RESULT_PLACEHOLDER, + os.environ.get("EGGROLL_DEEPSPEED_CONTAINER_RESULT_DIR") + ) + + env_str = os.environ.get(sys.argv[env_name_index], "") + env_str = env_str.replace(DEEPSPEED_LOGS_DIR_PLACEHOLDER, os.environ.get("EGGROLL_DEEPSPEED_CONTAINER_LOGS_DIR")) + env_str = env_str.replace(DEEPSPEED_MODEL_DIR_PLACEHOLDER, os.environ.get("EGGROLL_DEEPSPEED_CONTAINER_MODELS_DIR")) + print(json.loads(env_str)) + os.environ[env_key] = env_str + FateSubmit.run() diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index 10c403d23..814a34253 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -134,6 +134,10 @@ } USE_REGISTRY = get_base_config("use_registry") +DEEPSPEED_LOGS_DIR_PLACEHOLDER = "EGGROLL_DEEPSPEED_LOGS_DIR" +DEEPSPEED_MODEL_DIR_PLACEHOLDER = "EGGROLL_DEEPSPEED_MODEL_DIR" +DEEPSPEED_RESULT_PLACEHOLDER = "EGGROLL_DEEPSPEED_RESULT_DIR" + REQUEST_TRY_TIMES = 3 REQUEST_WAIT_SEC = 2 REQUEST_MAX_WAIT_SEC = 300 diff --git a/python/fate_flow/scheduler/detector.py b/python/fate_flow/scheduler/detector.py index 8450a4b5c..3149f7acd 100644 --- a/python/fate_flow/scheduler/detector.py +++ b/python/fate_flow/scheduler/detector.py @@ -38,7 +38,6 @@ def run_do(self): self.detect_end_task() self.detect_resource_record() self.detect_expired_session() - self.detect_deepspeed_task() @classmethod def detect_running_task(cls): @@ -58,8 +57,13 @@ def detect_running_task(cls): continue count += 1 try: - process_exist = build_engine(task.f_provider_name, task.f_launcher_name).is_alive(task) + process_exist = build_engine(task.f_provider_name).is_alive(task) if not process_exist: + # ds task + if task.f_launcher_name == LauncherType.DEEPSPEED: + deepspeed_engine = build_engine(task.f_provider_name, task.f_launcher_name) + if deepspeed_engine.is_alive(task): + continue msg = f"task {task.f_task_id} {task.f_task_version} on {task.f_role} {task.f_party_id}" detect_logger(job_id=task.f_job_id).info( f"{msg} with {task.f_party_status} process {task.f_run_pid} does not exist") @@ -202,14 +206,6 @@ def detect_cluster_instance_status(cls, task, stop_job_ids): except Exception as e: detect_logger(job_id=task.f_job_id).exception(e) - @classmethod - def detect_deepspeed_task(cls): - detect_logger().info('start to detect deepspeed running task..') - running_tasks = JobSaver.query_task(party_status=TaskStatus.RUNNING, launcher_name=LauncherType.DEEPSPEED) - for task in running_tasks: - cls.detect_deepspeed_task_status(task) - detect_logger().info(f'finish detect deepspeed running task {running_tasks}') - @staticmethod def detect_deepspeed_task_status(task: Task): try: diff --git a/python/fate_flow/utils/job_utils.py b/python/fate_flow/utils/job_utils.py index 0f0213a0d..70382d2c0 100644 --- a/python/fate_flow/utils/job_utils.py +++ b/python/fate_flow/utils/job_utils.py @@ -63,6 +63,10 @@ def generate_job_id(): return job_id_generator.next_id() +def generate_deepspeed_id(task_id): + return f"deepspeed_{task_id}" + + def generate_task_id(job_id, component_name): return '{}_{}'.format(job_id, component_name) @@ -88,11 +92,11 @@ def get_job_log_directory(job_id, *args): return os.path.join(LOG_DIR, job_id, *args) -def get_task_directory(job_id, role, party_id, task_name, task_version, input=False, output=False, abspath=True, **kwargs): - if abspath: +def get_task_directory(job_id, role, party_id, task_name, task_version, input=False, output=False, base_dir="", **kwargs): + if not base_dir: base_path = get_job_directory(job_id) else: - base_path = f"./{job_id}" + base_path = f"{base_dir}/{job_id}" if input: return os.path.join(base_path, role, party_id, task_name, str(task_version), "input") @@ -182,9 +186,12 @@ def inheritance_check(inheritance: InheritConfSpec = None): def check_task_is_timeout(task: Task): now_time = current_timestamp() - running_time = (now_time - task.f_create_time)/1000 + if not task.f_start_time: + return False + running_time = (now_time - task.f_start_time)/1000 if task.f_timeout and running_time > task.f_timeout: schedule_logger(task.f_job_id).info(f'task {task.f_task_name} run time {running_time}s timeout') + schedule_logger(task.f_job_id).error(f'task {task.f_task_name} timeout[{task.f_timeout}s]') return True else: return False From a3d87a47a87f74ecdd00f2a80139cdc880b0cede Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 19 Dec 2023 11:22:23 +0800 Subject: [PATCH 386/482] update component Signed-off-by: zhihuiwan <15779896112@163.com> --- .../components/components/download.py | 8 +++---- .../fate_flow/components/components/upload.py | 21 ++++++++++++------- python/fate_flow/components/entrypoint/cli.py | 6 ++---- 3 files changed, 20 insertions(+), 15 deletions(-) diff --git a/python/fate_flow/components/components/download.py b/python/fate_flow/components/components/download.py index 66fc3d854..867d99f27 100644 --- a/python/fate_flow/components/components/download.py +++ b/python/fate_flow/components/components/download.py @@ -16,7 +16,7 @@ from fate_flow.components import cpn from fate_flow.engine import storage -from fate_flow.entity.spec.dag import IOMeta, ArtifactOutputSpec, Metadata +from fate_flow.entity.spec.dag import IOMeta, ArtifactOutputSpec, Metadata, TaskConfigSpec from fate_flow.errors.server_error import NoFoundTable from fate_flow.manager.outputs.data import DataManager @@ -29,12 +29,12 @@ def download( download_data(config, outputs) -def download_data(config, outputs: IOMeta.OutputMeta): - job_id = config.pop("job_id") +def download_data(config: TaskConfigSpec, outputs: IOMeta.OutputMeta): + parameters = config.parameters download_object = Download() download_object.run( parameters=DownloadParam( - **config + **parameters ), outputs=outputs ) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 42a5ad2fa..006861905 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -21,7 +21,7 @@ from fate_flow.components import cpn from fate_flow.engine.storage import Session, StorageEngine, DataType, StorageTableMeta -from fate_flow.entity.spec.dag import IOMeta, ArtifactOutputSpec, Metadata, ArtifactSource, MetricData +from fate_flow.entity.spec.dag import IOMeta, ArtifactOutputSpec, Metadata, ArtifactSource, MetricData, TaskConfigSpec from fate_flow.entity.types import JsonMetricArtifactType, EngineType from fate_flow.manager.outputs.data import DatasetManager from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME, ENGINES @@ -36,15 +36,20 @@ def upload( upload_data(config, outputs) -def upload_data(config, outputs): - job_id = config.pop("job_id") +def upload_data(config: TaskConfigSpec, outputs): + parameters = config.parameters + job_id = config.job_id upload_object = Upload() + engine_options = {} + if config.conf.computing.metadata and config.conf.computing.metadata.options: + engine_options = config.conf.computing.metadata.options data = upload_object.run( parameters=UploadParam( - **config + **parameters ), job_id=job_id, - outputs=outputs + outputs=outputs, + engine_options=config.conf.computing.metadata.options ) @@ -126,7 +131,7 @@ def __init__(self): self.table = None self.data_meta = {} - def run(self, parameters: UploadParam, outputs: IOMeta.OutputMeta = None, job_id=""): + def run(self, parameters: UploadParam, outputs: IOMeta.OutputMeta = None, job_id="", engine_options={}): self.parameters = parameters logging.info(self.parameters.to_dict()) storage_address = self.parameters.storage_address @@ -179,6 +184,7 @@ def run(self, parameters: UploadParam, outputs: IOMeta.OutputMeta = None, job_id raise RuntimeError(f"can not support this storage engine: {storage_engine}") address_dict.update(upload_address) logging.info(f"upload to {storage_engine} storage, address: {address_dict}") + logging.info(f"engine options: {engine_options}") address = StorageTableMeta.create_address( storage_engine=storage_engine, address_dict=address_dict ) @@ -191,7 +197,8 @@ def run(self, parameters: UploadParam, outputs: IOMeta.OutputMeta = None, job_id component="upload", output_artifact_key="data" ).dict(), - **self.parameters.to_dict() + **self.parameters.to_dict(), + options=engine_options ) data_table_count = self.save_data_table(job_id) logging.info("------------load data finish!-----------------") diff --git a/python/fate_flow/components/entrypoint/cli.py b/python/fate_flow/components/entrypoint/cli.py index 34dc189cc..196669b25 100644 --- a/python/fate_flow/components/entrypoint/cli.py +++ b/python/fate_flow/components/entrypoint/cli.py @@ -115,12 +115,10 @@ def load_config_from_env(configs, env_name): def execute_component(config: TaskConfigSpec): component = load_component(config.component) - cpn_config = config.parameters - cpn_config["job_id"] = config.job_id - logger.info(f"cpn_config： {cpn_config}") + logger.info(f"parameters： {config.parameters}") inputs = IOMeta.InputMeta(data={}, model={}) outputs = IOMeta.OutputMeta(data={}, model={}, metric={}) - component.execute(cpn_config, outputs) + component.execute(config, outputs) return IOMeta(inputs=inputs, outputs=outputs) From f05bbc208b451882fa68a639a7747e086db38378 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 19 Dec 2023 11:22:48 +0800 Subject: [PATCH 387/482] fix log Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/job_default_config.yaml | 5 ----- python/fate_flow/controller/parser.py | 9 +++------ 2 files changed, 3 insertions(+), 11 deletions(-) diff --git a/conf/job_default_config.yaml b/conf/job_default_config.yaml index 4409e7549..c72e35bd7 100644 --- a/conf/job_default_config.yaml +++ b/conf/job_default_config.yaml @@ -14,10 +14,5 @@ remote_request_timeout: 30000 # ms federated_command_trys: 3 auto_retries: 0 sync_type: callback # poll or callback -task_logger: - type: flow - metadata: - level: DEBUG - debug_mode: true task_device: type: CPU diff --git a/python/fate_flow/controller/parser.py b/python/fate_flow/controller/parser.py index 9e43741d5..80e5bd97c 100644 --- a/python/fate_flow/controller/parser.py +++ b/python/fate_flow/controller/parser.py @@ -13,6 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. import copy +import logging import os from typing import Dict, Union, List @@ -29,7 +30,7 @@ from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.runtime.system_settings import ENGINES, PROXY, FATE_FLOW_CONF_PATH, HOST, HTTP_PORT, PROTOCOL, \ - API_VERSION, COMPUTING_CONF + API_VERSION, COMPUTING_CONF, LOG_LEVEL from fate_flow.utils import job_utils, file_utils @@ -211,17 +212,13 @@ def generate_mlmd(): }) def generate_logger_conf(self): - logger_conf = JobDefaultConfig.task_logger task_log_dir = job_utils.get_job_log_directory(self.job_id, self.role, self.party_id, self.task_name) job_party_log_dir = job_utils.get_job_log_directory(self.job_id, self.role, self.party_id) - - # TODO: fix? - level = logger_conf.get("metadata", {}).get("level", "DEBUG") delay = True formatters = None return FlowLogger.create(task_log_dir=task_log_dir, job_party_log_dir=job_party_log_dir, - level=level, + level=logging.getLevelName(LOG_LEVEL), delay=delay, formatters=formatters) From 02e315bb6ccdc27a80682e02e63b9b6e5a6cdb2d Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 19 Dec 2023 11:23:17 +0800 Subject: [PATCH 388/482] fix scheduler bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/scheduler/scheduler.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/python/fate_flow/scheduler/scheduler.py b/python/fate_flow/scheduler/scheduler.py index 564b4d9f4..bfc3a44bd 100644 --- a/python/fate_flow/scheduler/scheduler.py +++ b/python/fate_flow/scheduler/scheduler.py @@ -559,6 +559,9 @@ def collect_task_of_all_party(cls, job, task, set_status=None): @classmethod def get_federated_task_status(cls, job_id, task_id, task_version): tasks_on_all_party = ScheduleJobSaver.query_task(task_id=task_id, task_version=task_version) + if not tasks_on_all_party: + schedule_logger(job_id).error(f"task {task_id} {task_version} no found") + return TaskStatus.FAILED tasks_party_status = [task.f_status for task in tasks_on_all_party] status = cls.calculate_multi_party_task_status(tasks_party_status) schedule_logger(job_id=job_id).info( From f0f782ea40b6280052807d93afae8f102e145ee0 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Tue, 19 Dec 2023 13:05:33 +0800 Subject: [PATCH 389/482] fix permission Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/controller/permission.py | 1 - python/fate_flow/db/casbin_models.py | 15 ++++++++++----- python/fate_flow/fate_flow_server.py | 5 ++++- python/fate_flow/manager/service/app_manager.py | 2 ++ 4 files changed, 16 insertions(+), 7 deletions(-) diff --git a/python/fate_flow/controller/permission.py b/python/fate_flow/controller/permission.py index 1c3f123a8..745aa8bcc 100644 --- a/python/fate_flow/controller/permission.py +++ b/python/fate_flow/controller/permission.py @@ -30,7 +30,6 @@ from fate_flow.utils.base_utils import generate_random_id from fate_flow.utils.wraps_utils import switch_function, check_permission - logger = getLogger("permission") diff --git a/python/fate_flow/db/casbin_models.py b/python/fate_flow/db/casbin_models.py index 6b86948e1..e594ae09e 100644 --- a/python/fate_flow/db/casbin_models.py +++ b/python/fate_flow/db/casbin_models.py @@ -62,7 +62,7 @@ def add_policy(self, sec, ptype, rule): def remove_policy(self, sec, ptype, rule): """removes a policy rule from the storage.""" if sec in ["p", "g"]: - condition = [self.rule.ptype==ptype] + condition = [self.rule.ptype == ptype] data = dict(zip(['v0', 'v1', 'v2', 'v3', 'v4', 'v5'], rule)) condition.extend([getattr(self.rule, k) == data[k] for k in data]) check = self.rule.select().filter(*condition) @@ -84,6 +84,7 @@ def remove_filtered_policy(self, sec, ptype, field_index, *field_values): class FlowCasbinRule(pw.Model): class Meta: table_name = CASBIN_TABLE_NAME + ptype = pw.CharField(max_length=255, null=True) v0 = pw.CharField(max_length=255, null=True) v1 = pw.CharField(max_length=255, null=True) @@ -105,6 +106,7 @@ def __repr__(self): class PermissionCasbinRule(pw.Model): class Meta: table_name = PERMISSION_TABLE_NAME + ptype = pw.CharField(max_length=255, null=True) v0 = pw.CharField(max_length=255, null=True) v1 = pw.CharField(max_length=255, null=True) @@ -241,9 +243,12 @@ def enforce(self, party_id, type, value): raise Exception(f"{party_id}, {type}, {value} {e}") -if RuntimeConfig.PROCESS_ROLE == ProcessRole.DRIVER: +FATE_CASBIN = None +PERMISSION_CASBIN = None + + +def init_casbin(): + global FATE_CASBIN + global PERMISSION_CASBIN FATE_CASBIN = FateCasbin() PERMISSION_CASBIN = PermissionCasbin() -else: - FATE_CASBIN = None - PERMISSION_CASBIN = None diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index ca0ecd6ad..584197d91 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -21,6 +21,10 @@ import grpc from werkzeug.serving import run_simple +if __name__ == '__main__': + from fate_flow.db.casbin_models import init_casbin + init_casbin() + from fate_flow.apps import app from fate_flow.manager.service.config_manager import ConfigManager from fate_flow.hook import HookManager @@ -72,7 +76,6 @@ def server_init(): # runtime config RuntimeConfig.init_env() RuntimeConfig.init_config(JOB_SERVER_HOST=HOST, HTTP_PORT=HTTP_PORT) - RuntimeConfig.set_process_role(ProcessRole.DRIVER) RuntimeConfig.init_config() RuntimeConfig.set_service_db(service_db()) RuntimeConfig.SERVICE_DB.register_flow() diff --git a/python/fate_flow/manager/service/app_manager.py b/python/fate_flow/manager/service/app_manager.py index 8ecefac03..bde458026 100644 --- a/python/fate_flow/manager/service/app_manager.py +++ b/python/fate_flow/manager/service/app_manager.py @@ -30,6 +30,8 @@ def init(cls): if CLIENT_AUTHENTICATION or SITE_AUTHENTICATION: if cls.query_app(app_name="admin", init=True): cls._delete(AppInfo, app_name="admin") + cls._delete(AppInfo, app_id=PARTY_ID) + cls._delete(PartnerAppInfo, party_id=PARTY_ID) cls.create_app(app_name="admin", app_id="admin", app_token=ADMIN_KEY, app_type="admin", init=True) app_info = cls.create_app(app_name=PARTY_ID, app_id=PARTY_ID, app_type=AppType.SITE, init=True) if app_info: From 3bff304d0a387dbf4927a5977ddcd281941fbcf5 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 19 Dec 2023 13:55:18 +0800 Subject: [PATCH 390/482] fix ds model download Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/task.py | 4 +++- .../fate_flow/engine/backend/_eggroll_deepspeed.py | 2 +- python/fate_flow/engine/devices/deepspeed.py | 13 +++++-------- .../manager/worker/deepspeed_download_model.py | 2 +- 4 files changed, 10 insertions(+), 11 deletions(-) diff --git a/python/fate_flow/controller/task.py b/python/fate_flow/controller/task.py index dcaa25b29..3f7dfb20d 100644 --- a/python/fate_flow/controller/task.py +++ b/python/fate_flow/controller/task.py @@ -301,7 +301,9 @@ def update_task(cls, task_info): def update_task_status(cls, task_info, scheduler_party_id=None, sync_type=None): task = JobSaver.query_task( task_id=task_info.get("task_id"), - task_version=task_info.get("task_version") + task_version=task_info.get("task_version"), + role=task_info.get("role"), + party_id=task_info.get("party_id") )[0] scheduler_party_id, sync_type = task.f_scheduler_party_id, task.f_sync_type update_status = JobSaver.update_task_status(task_info=task_info) diff --git a/python/fate_flow/engine/backend/_eggroll_deepspeed.py b/python/fate_flow/engine/backend/_eggroll_deepspeed.py index 29d041b7c..10f713cb5 100644 --- a/python/fate_flow/engine/backend/_eggroll_deepspeed.py +++ b/python/fate_flow/engine/backend/_eggroll_deepspeed.py @@ -84,7 +84,7 @@ def run(self, output_path, engine_run, run_parameters, session_id, task_info, * _, address = DataManager.uri_to_address(model.uri) path = os.path.join(MODEL_STORE_PATH, address.path.split("models/")[-1]) logger.info(f"download model to {path}") - engine.download_model(task_info, path) + engine.download_model_do(worker_id=session_id, path=path) logger.info("download model success") return 0 diff --git a/python/fate_flow/engine/devices/deepspeed.py b/python/fate_flow/engine/devices/deepspeed.py index 17de00893..bbaa780d1 100644 --- a/python/fate_flow/engine/devices/deepspeed.py +++ b/python/fate_flow/engine/devices/deepspeed.py @@ -16,7 +16,6 @@ import datetime import logging import os -import shutil import sys import traceback @@ -90,7 +89,7 @@ def kill(self, task): def download_output(self, task: Task): try: schedule_logger(task.f_job_id).info(f"start download logs") - self.download_log(task.f_worker_id) + self.download_log(task) except Exception as e: traceback.format_exc() schedule_logger(task.f_job_id).error(e) @@ -168,7 +167,7 @@ def download_log(self, task, path=None): if not path: path = self.log_path(task) schedule_logger(task.f_job_id).info(f"download logs to {path}") - self.download(worker_id=task.f_worker_id, base_dir=path, content_type=ContentType.LOGS, ranks=[0]) + self.download(worker_id=task.f_worker_id, base_dir=path, content_type=ContentType.LOGS) def download_result(self, path, worker_id): from eggroll.deepspeed.submit.client import ContentType @@ -180,8 +179,6 @@ def download_result(self, path, worker_id): @staticmethod def download_model(task_info, path=""): # run subprocess to download model - conf_dir = job_utils.get_job_directory(job_id=task_info.get("job_id")) - os.makedirs(conf_dir, exist_ok=True) process_cmd = [ sys.executable or 'python3', sys.modules[DownloadModel.__module__].__file__, @@ -193,7 +190,7 @@ def download_model(task_info, path=""): "--path", path ] process_name = "model_download" - log_dir = job_utils.get_job_log_directory(job_id=task_info.get("job_id")) + log_dir = conf_dir = job_utils.get_job_log_directory(task_info.get("job_id"), task_info.get("role"), task_info.get("party_id"), task_info.get("task_name")) p = process_utils.run_subprocess( job_id=task_info.get("job_id"), config_dir=conf_dir, @@ -203,11 +200,11 @@ def download_model(task_info, path=""): ) schedule_logger(task_info.get("job_id")).info(f"download model process id: {p.pid}") - def download_model_do(self, task, path=None): + def download_model_do(self, task=None, worker_id=None, path=None): from eggroll.deepspeed.submit.client import ContentType if not path: path = self.model_path(task) - self.download(worker_id=task.f_worker_id, base_dir=path, content_type=ContentType.MODELS, ranks=[0], only_rank_0=True) + self.download(worker_id=worker_id, base_dir=path, content_type=ContentType.MODELS, ranks=[0], only_rank_0=True) @staticmethod def unzip(zip_path, extra_dir): diff --git a/python/fate_flow/manager/worker/deepspeed_download_model.py b/python/fate_flow/manager/worker/deepspeed_download_model.py index 96ef60503..1f449b068 100644 --- a/python/fate_flow/manager/worker/deepspeed_download_model.py +++ b/python/fate_flow/manager/worker/deepspeed_download_model.py @@ -33,7 +33,7 @@ def run(self, args): task = tasks[0] deepspeed_engine = build_engine(task.f_provider_name, LauncherType.DEEPSPEED) schedule_logger(args.job_id).info("start download model") - deepspeed_engine.download_model_do(task, args.path) + deepspeed_engine.download_model_do(task=task, path=args.path, worker_id=task.f_worker_id) schedule_logger(args.job_id).info("download model success") From 932c27a60a81b796d9d9280cab3929a3213224ec Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Tue, 19 Dec 2023 14:07:15 +0800 Subject: [PATCH 391/482] updata casbin_models.py Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/db/casbin_models.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/python/fate_flow/db/casbin_models.py b/python/fate_flow/db/casbin_models.py index e594ae09e..a5f0a4f2e 100644 --- a/python/fate_flow/db/casbin_models.py +++ b/python/fate_flow/db/casbin_models.py @@ -19,8 +19,6 @@ import peewee as pw from fate_flow.db.base_models import singleton, DB -from fate_flow.entity.types import ProcessRole -from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import CASBIN_MODEL_CONF, CASBIN_TABLE_NAME, PERMISSION_TABLE_NAME, \ PERMISSION_CASBIN_MODEL_CONF From 233cf8dcd7a045e9e6231b0af720a1451c9ef79d Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Tue, 19 Dec 2023 14:40:29 +0800 Subject: [PATCH 392/482] updata init create AppInfo Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/manager/service/app_manager.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/python/fate_flow/manager/service/app_manager.py b/python/fate_flow/manager/service/app_manager.py index bde458026..8ecefac03 100644 --- a/python/fate_flow/manager/service/app_manager.py +++ b/python/fate_flow/manager/service/app_manager.py @@ -30,8 +30,6 @@ def init(cls): if CLIENT_AUTHENTICATION or SITE_AUTHENTICATION: if cls.query_app(app_name="admin", init=True): cls._delete(AppInfo, app_name="admin") - cls._delete(AppInfo, app_id=PARTY_ID) - cls._delete(PartnerAppInfo, party_id=PARTY_ID) cls.create_app(app_name="admin", app_id="admin", app_token=ADMIN_KEY, app_type="admin", init=True) app_info = cls.create_app(app_name=PARTY_ID, app_id=PARTY_ID, app_type=AppType.SITE, init=True) if app_info: From cfe4a4e3195c1e3ef5d8745ba21afe792de8339c Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Tue, 19 Dec 2023 14:47:28 +0800 Subject: [PATCH 393/482] updata create raise Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/db/base_models.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/db/base_models.py b/python/fate_flow/db/base_models.py index 4884d5e2b..0ddf0442d 100644 --- a/python/fate_flow/db/base_models.py +++ b/python/fate_flow/db/base_models.py @@ -427,7 +427,8 @@ def _create_entity(cls, entity_model, entity_info: dict) -> object: # sql_logger(job_id=entity_info.get("job_id", "fate_flow")).warning(e) # else: # raise Exception("Create {} failed:\n{}".format(entity_model, e)) - raise Exception(e) + # raise Exception(e) + pass except Exception as e: raise Exception("Create {} failed:\n{}".format(entity_model, e)) From 3b4b3fadb05956c10010e5b364217f58f2cb1c96 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 19 Dec 2023 14:57:32 +0800 Subject: [PATCH 394/482] update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-eggroll.txt | 10 ++++------ python/requirements-flow.txt | 3 ++- python/setup.py | 4 ++-- 3 files changed, 8 insertions(+), 9 deletions(-) diff --git a/python/requirements-eggroll.txt b/python/requirements-eggroll.txt index f8af693e5..061a3e85b 100644 --- a/python/requirements-eggroll.txt +++ b/python/requirements-eggroll.txt @@ -1,9 +1,7 @@ +opentelemetry-api +opentelemetry-sdk +protobuf==4.24.4 grpcio==1.59.3 grpcio-tools==1.59.3 -numba==0.56.4 -protobuf==4.24.4 -pyarrow==6.0.1 -mmh3==3.0.0 -cachetools>=3.0.0 cloudpickle==2.1.0 -psutil>=5.7.0 \ No newline at end of file +psutil>=5.7.0 diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt index cbbf5854f..62c704cb5 100644 --- a/python/requirements-flow.txt +++ b/python/requirements-flow.txt @@ -4,7 +4,7 @@ Flask==2.2.5 grpcio==1.59.3 grpcio-tools==1.59.3 requests<2.26.0 -urllib3==1.26.5 +urllib3==1.26.18 ruamel-yaml==0.16 cachetools==3.0.0 filelock==3.3.1 @@ -23,3 +23,4 @@ shortuuid cos-python-sdk-v5==1.9.10 typing-extensions==4.5.0 boto3 +pyarrow==14.0.1 diff --git a/python/setup.py b/python/setup.py index a20b46587..d3869c0e0 100644 --- a/python/setup.py +++ b/python/setup.py @@ -11,7 +11,7 @@ "grpcio==1.59.3", "grpcio-tools==1.59.3", "requests<2.26.0", - "urllib3==1.26.5", + "urllib3==1.26.18", "cachetools", "filelock", "pydantic", @@ -39,7 +39,7 @@ "grpcio-tools==1.59.3", "numba==0.56.4", "protobuf==4.24.4", - "pyarrow==6.0.1", + "pyarrow==14.0.1", "mmh3==3.0.0", "cachetools>=3.0.0", "cloudpickle==2.1.0", From c7168f7617cdfafb57bc4b34ea8d8009843b10b6 Mon Sep 17 00:00:00 2001 From: sagewe Date: Tue, 19 Dec 2023 15:14:34 +0800 Subject: [PATCH 395/482] refactor serdes and partitioner Signed-off-by: sagewe --- .../adapter/bfia/container/wraps/wraps.py | 4 +- .../storage/_partitioner.py} | 17 ++++++++ python/fate_flow/engine/storage/_table.py | 7 ++-- .../fate_flow/engine/storage/file/_table.py | 25 ++++++++++-- .../fate_flow/engine/storage/hdfs/_table.py | 26 ++++++++++-- .../engine/storage/serdes/__init__.py | 28 +++++++++++++ .../engine/storage/serdes/_integer_serdes.py | 30 ++++++++++++++ .../engine/storage/serdes/_serdes_base.py | 21 ++++++++++ .../storage/serdes/_unrestricted_serdes.py | 31 ++++++++++++++ python/fate_flow/manager/outputs/data.py | 12 ------ python/fate_flow/utils/base_utils.py | 2 - python/fate_flow/utils/serdes.py | 40 ------------------- 12 files changed, 177 insertions(+), 66 deletions(-) rename python/fate_flow/{utils/partitioner.py => engine/storage/_partitioner.py} (71%) create mode 100644 python/fate_flow/engine/storage/serdes/__init__.py create mode 100644 python/fate_flow/engine/storage/serdes/_integer_serdes.py create mode 100644 python/fate_flow/engine/storage/serdes/_serdes_base.py create mode 100644 python/fate_flow/engine/storage/serdes/_unrestricted_serdes.py delete mode 100644 python/fate_flow/utils/serdes.py diff --git a/python/fate_flow/adapter/bfia/container/wraps/wraps.py b/python/fate_flow/adapter/bfia/container/wraps/wraps.py index 8a3ea7644..772848720 100644 --- a/python/fate_flow/adapter/bfia/container/wraps/wraps.py +++ b/python/fate_flow/adapter/bfia/container/wraps/wraps.py @@ -494,8 +494,8 @@ def s3_to_local(self, address, path): ), uri=f"{COMPUTING_ENGINE}:///{address.namespace}/{address.name}" ) - from fate.arch._standalone import _TableMetaManager - _TableMetaManager.add_table_meta(namespace=address.namespace, name=address.name, num_partitions=self._partitions) + from fate.arch.computing.backends.standalone import standalone_raw + standalone_raw._TableMetaManager.add_table_meta(namespace=address.namespace, name=address.name, num_partitions=self._partitions) return meta def upload_to_s3(self, path, name, namespace, metadata): diff --git a/python/fate_flow/utils/partitioner.py b/python/fate_flow/engine/storage/_partitioner.py similarity index 71% rename from python/fate_flow/utils/partitioner.py rename to python/fate_flow/engine/storage/_partitioner.py index 77424d8b5..ee4e18b9a 100644 --- a/python/fate_flow/utils/partitioner.py +++ b/python/fate_flow/engine/storage/_partitioner.py @@ -1,3 +1,20 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + + import hashlib diff --git a/python/fate_flow/engine/storage/_table.py b/python/fate_flow/engine/storage/_table.py index a4800b4f2..642fb1e49 100644 --- a/python/fate_flow/engine/storage/_table.py +++ b/python/fate_flow/engine/storage/_table.py @@ -22,14 +22,13 @@ from fate_flow.db.base_models import DB from fate_flow.db.storage_models import StorageTableMetaModel -from fate_flow.engine.storage._abc import StorageTableMetaABC, StorageTableABC - from fate_flow.engine.relation_ship import Relationship +from fate_flow.engine.storage._abc import StorageTableMetaABC, StorageTableABC from fate_flow.entity.types import AddressABC from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.log import getLogger -from fate_flow.utils.partitioner import get_partitioner_by_type -from fate_flow.utils.serdes import get_serdes_by_type +from ._partitioner import get_partitioner_by_type +from .serdes import get_serdes_by_type LOGGER = getLogger("storage") diff --git a/python/fate_flow/engine/storage/file/_table.py b/python/fate_flow/engine/storage/file/_table.py index 864d501f3..c6c6a6d61 100644 --- a/python/fate_flow/engine/storage/file/_table.py +++ b/python/fate_flow/engine/storage/file/_table.py @@ -16,16 +16,35 @@ import io import os -from typing import Iterable +from typing import Iterable, Tuple from pyarrow import fs from fate_flow.engine.storage import StorageTableBase, StorageEngine from fate_flow.manager.outputs.data import DataManager from fate_flow.utils.log import getLogger +import struct LOGGER = getLogger() +class FileCoder: + @staticmethod + def encode(key: str, value: str): + key = key.encode("utf-8") + value = value.encode("utf-8") + size = struct.pack(">Q", len(key)) + return (size + key + value).hex() + + @staticmethod + def decode(data: str) -> Tuple[str, str]: + data = bytes.fromhex(data) + size = struct.unpack(">Q", data[:8])[0] + key = data[8 : 8 + size] + value = data[8 + size :] + key = key.decode("utf-8") + value = value.decode("utf-8") + return key, value + class StorageTable(StorageTableBase): def __init__( @@ -69,14 +88,14 @@ def _put_all( counter = self._meta.get_count() if self._meta.get_count() else 0 with io.TextIOWrapper(stream) as writer: for k, v in kv_list: - writer.write(DataManager.serialize_data(k, v)) + writer.write(FileCoder.encode(k, v)) writer.write("\n") counter = counter + 1 self._meta.update_metas(count=counter) def _collect(self, **kwargs) -> list: for line in self._as_generator(): - yield DataManager.deserialize_data(line.rstrip()) + yield FileCoder.decode(line.rstrip()) def _read(self) -> list: for line in self._as_generator(): diff --git a/python/fate_flow/engine/storage/hdfs/_table.py b/python/fate_flow/engine/storage/hdfs/_table.py index c426256e5..d9b0dd056 100644 --- a/python/fate_flow/engine/storage/hdfs/_table.py +++ b/python/fate_flow/engine/storage/hdfs/_table.py @@ -14,7 +14,7 @@ # limitations under the License. # import io -from typing import Iterable +from typing import Iterable, Tuple from pyarrow import fs @@ -22,11 +22,31 @@ from fate_flow.engine.storage._types import StorageEngine from fate_flow.manager.outputs.data import DataManager from fate_flow.utils.log import getLogger +import struct LOGGER = getLogger() +class HDFSCoder: + @staticmethod + def encode(key: str, value: str): + key = key.encode("utf-8") + value = value.encode("utf-8") + size = struct.pack(">Q", len(key)) + return (size + key + value).hex() + + @staticmethod + def decode(data: str) -> Tuple[str, str]: + data = bytes.fromhex(data) + size = struct.unpack(">Q", data[:8])[0] + key = data[8 : 8 + size] + value = data[8 + size :] + key = key.decode("utf-8") + value = value.decode("utf-8") + return key, value + + class StorageTable(StorageTableBase): def __init__( self, @@ -74,14 +94,14 @@ def _put_all( counter = self._meta.get_count() if self._meta.get_count() else 0 with io.TextIOWrapper(stream) as writer: for k, v in kv_list: - writer.write(DataManager.serialize_data(k, v)) + writer.write(HDFSCoder.encode(k, v)) writer.write("\n") counter = counter + 1 self._meta.update_metas(count=counter) def _collect(self, **kwargs) -> list: for line in self._as_generator(): - yield DataManager.deserialize_data(line.rstrip()) + yield HDFSCoder.decode(line.rstrip()) def _read(self) -> list: for line in self._as_generator(): diff --git a/python/fate_flow/engine/storage/serdes/__init__.py b/python/fate_flow/engine/storage/serdes/__init__.py new file mode 100644 index 000000000..f2b558642 --- /dev/null +++ b/python/fate_flow/engine/storage/serdes/__init__.py @@ -0,0 +1,28 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + + +def get_serdes_by_type(serdes_type: int): + if serdes_type == 0: + from ._unrestricted_serdes import get_unrestricted_serdes + + return get_unrestricted_serdes() + elif serdes_type == 1: + from ._integer_serdes import get_integer_serdes + + return get_integer_serdes() + else: + raise ValueError(f"serdes type `{serdes_type}` not supported") diff --git a/python/fate_flow/engine/storage/serdes/_integer_serdes.py b/python/fate_flow/engine/storage/serdes/_integer_serdes.py new file mode 100644 index 000000000..dd1674128 --- /dev/null +++ b/python/fate_flow/engine/storage/serdes/_integer_serdes.py @@ -0,0 +1,30 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + + +def get_integer_serdes(): + return IntegerSerdes() + + +class IntegerSerdes: + def __init__(self): + ... + + def serialize(self, obj) -> bytes: + return obj.to_bytes(8, "big") + + def deserialize(self, bytes) -> object: + return int.from_bytes(bytes, "big") diff --git a/python/fate_flow/engine/storage/serdes/_serdes_base.py b/python/fate_flow/engine/storage/serdes/_serdes_base.py new file mode 100644 index 000000000..06e5d0987 --- /dev/null +++ b/python/fate_flow/engine/storage/serdes/_serdes_base.py @@ -0,0 +1,21 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from pickle import loads as p_loads +from pickle import dumps as p_dumps +from pickle import Pickler, Unpickler + +__all__ = ["p_dumps", "p_loads", "Pickler", "Unpickler"] \ No newline at end of file diff --git a/python/fate_flow/engine/storage/serdes/_unrestricted_serdes.py b/python/fate_flow/engine/storage/serdes/_unrestricted_serdes.py new file mode 100644 index 000000000..df84f9250 --- /dev/null +++ b/python/fate_flow/engine/storage/serdes/_unrestricted_serdes.py @@ -0,0 +1,31 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +from ._serdes_base import p_dumps, p_loads + + +def get_unrestricted_serdes(): + return UnrestrictedSerdes + + +class UnrestrictedSerdes: + @staticmethod + def serialize(obj) -> bytes: + return p_dumps(obj) + + @staticmethod + def deserialize(bytes) -> object: + return p_loads(bytes) diff --git a/python/fate_flow/manager/outputs/data.py b/python/fate_flow/manager/outputs/data.py index b12c7a049..48832ca42 100644 --- a/python/fate_flow/manager/outputs/data.py +++ b/python/fate_flow/manager/outputs/data.py @@ -14,7 +14,6 @@ # limitations under the License. import json import os -import pickle import tarfile import uuid from tempfile import TemporaryDirectory @@ -33,8 +32,6 @@ from fate_flow.utils.io_utils import URI from fate_flow.utils.wraps_utils import filter_parameters -DELIMITER = '\t' - class OutputDataTracking(BaseModelOperate): @classmethod @@ -256,15 +253,6 @@ def get_data_header(delimiter, data_meta): header.append(field.get("name")) return header - @staticmethod - def deserialize_data(m): - fields = m.partition(DELIMITER) - return fields[0], pickle.loads(bytes.fromhex(fields[2])) - - @staticmethod - def serialize_data(k, v): - return f"{k}{DELIMITER}{pickle.dumps(v).hex()}" - class DatasetManager: @staticmethod diff --git a/python/fate_flow/utils/base_utils.py b/python/fate_flow/utils/base_utils.py index 33b65c4c0..3d4926207 100644 --- a/python/fate_flow/utils/base_utils.py +++ b/python/fate_flow/utils/base_utils.py @@ -13,11 +13,9 @@ # See the License for the specific language governing permissions and # limitations under the License. # -import base64 import datetime import json import os -import pickle import random import socket import time diff --git a/python/fate_flow/utils/serdes.py b/python/fate_flow/utils/serdes.py deleted file mode 100644 index 9833946ab..000000000 --- a/python/fate_flow/utils/serdes.py +++ /dev/null @@ -1,40 +0,0 @@ -import pickle -import os - - -class UnsafeSerdes: - def __init__(self): - ... - - def serialize(self, obj) -> bytes: - return pickle.dumps(obj) - - def deserialize(self, bytes) -> object: - return pickle.loads(bytes) - - -class IntegerSerdes: - def __init__(self): - ... - - def serialize(self, obj) -> bytes: - return obj.to_bytes(8, "big") - - def deserialize(self, bytes) -> object: - return int.from_bytes(bytes, "big") - - -def get_unsafe_serdes(): - if True or os.environ.get("SERDES_DEBUG_MODE") == "1": - return UnsafeSerdes() - else: - raise PermissionError("UnsafeSerdes is not allowed in production mode") - - -def get_serdes_by_type(serdes_type: int): - if serdes_type == 0: - return get_unsafe_serdes() - elif serdes_type == 1: - return IntegerSerdes() - else: - raise ValueError(f"serdes type `{serdes_type}` not supported") From 4046e1cd8e0b219066b901c1889d762fb19ba80d Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 19 Dec 2023 17:17:18 +0800 Subject: [PATCH 396/482] update ds env Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/backend/_eggroll_deepspeed.py | 10 ++++++++-- python/fate_flow/manager/worker/fate_ds_executor.py | 9 +++------ 2 files changed, 11 insertions(+), 8 deletions(-) diff --git a/python/fate_flow/engine/backend/_eggroll_deepspeed.py b/python/fate_flow/engine/backend/_eggroll_deepspeed.py index 10f713cb5..a4e0bf0c7 100644 --- a/python/fate_flow/engine/backend/_eggroll_deepspeed.py +++ b/python/fate_flow/engine/backend/_eggroll_deepspeed.py @@ -26,7 +26,8 @@ from fate_flow.entity.types import BaseStatus, TaskStatus, ComputingEngine from fate_flow.manager.outputs.data import DataManager from fate_flow.manager.worker.fate_ds_executor import FateSubmit -from fate_flow.runtime.system_settings import COMPUTING_CONF, DEEPSPEED_RESULT_PLACEHOLDER, MODEL_STORE_PATH +from fate_flow.runtime.system_settings import COMPUTING_CONF, DEEPSPEED_RESULT_PLACEHOLDER, MODEL_STORE_PATH, \ + DEEPSPEED_LOGS_DIR_PLACEHOLDER, DEEPSPEED_MODEL_DIR_PLACEHOLDER from fate_flow.utils.job_utils import generate_deepspeed_id logger = logging.getLogger(__name__) @@ -103,7 +104,12 @@ def start_submit(cls, session_id, parameters: TaskConfigSpec, engine_run, env_na resource_options = {"timeout_seconds": timeout_seconds, "resource_exhausted_strategy": resource_exhausted_strategy} resource_options.update(engine_run) command_arguments = cls.generate_command_arguments(env_name) - environment_variables = {env_name: json.dumps(parameters.dict())} + environment_variables = { + env_name: json.dumps(parameters.dict()), + "DEEPSPEED_LOGS_DIR_PLACEHOLDER": DEEPSPEED_LOGS_DIR_PLACEHOLDER, + "DEEPSPEED_MODEL_DIR_PLACEHOLDER": DEEPSPEED_MODEL_DIR_PLACEHOLDER, + "DEEPSPEED_RESULT_PLACEHOLDER": DEEPSPEED_RESULT_PLACEHOLDER + } logger.info(f"world size {world_size}") logger.info(f"command_arguments: {command_arguments}") logger.info(f"environment_variables: {environment_variables}") diff --git a/python/fate_flow/manager/worker/fate_ds_executor.py b/python/fate_flow/manager/worker/fate_ds_executor.py index 47949c884..71e2d2de8 100644 --- a/python/fate_flow/manager/worker/fate_ds_executor.py +++ b/python/fate_flow/manager/worker/fate_ds_executor.py @@ -17,9 +17,6 @@ import os import sys -from fate_flow.runtime.system_settings import DEEPSPEED_LOGS_DIR_PLACEHOLDER, DEEPSPEED_MODEL_DIR_PLACEHOLDER, \ - DEEPSPEED_RESULT_PLACEHOLDER - class FateSubmit: @staticmethod @@ -40,13 +37,13 @@ def run(): env_name_index = sys.argv.index("--env-name") + 1 env_key = sys.argv[env_name_index] sys.argv[result_index] = sys.argv[result_index].replace( - DEEPSPEED_RESULT_PLACEHOLDER, + os.environ.get("DEEPSPEED_RESULT_PLACEHOLDER"), os.environ.get("EGGROLL_DEEPSPEED_CONTAINER_RESULT_DIR") ) env_str = os.environ.get(sys.argv[env_name_index], "") - env_str = env_str.replace(DEEPSPEED_LOGS_DIR_PLACEHOLDER, os.environ.get("EGGROLL_DEEPSPEED_CONTAINER_LOGS_DIR")) - env_str = env_str.replace(DEEPSPEED_MODEL_DIR_PLACEHOLDER, os.environ.get("EGGROLL_DEEPSPEED_CONTAINER_MODELS_DIR")) + env_str = env_str.replace(os.environ.get("DEEPSPEED_LOGS_DIR_PLACEHOLDER"), os.environ.get("EGGROLL_DEEPSPEED_CONTAINER_LOGS_DIR")) + env_str = env_str.replace(os.environ.get("DEEPSPEED_MODEL_DIR_PLACEHOLDER"), os.environ.get("EGGROLL_DEEPSPEED_CONTAINER_MODELS_DIR")) print(json.loads(env_str)) os.environ[env_key] = env_str FateSubmit.run() From f8f99d4f14c9420ac14ee20e5b272d246c9e381f Mon Sep 17 00:00:00 2001 From: sagewe Date: Wed, 20 Dec 2023 11:52:11 +0800 Subject: [PATCH 397/482] filter out handler with loglevel less than given level Signed-off-by: sagewe --- python/fate_flow/entity/spec/dag/_logger.py | 16 +++++++++++----- 1 file changed, 11 insertions(+), 5 deletions(-) diff --git a/python/fate_flow/entity/spec/dag/_logger.py b/python/fate_flow/entity/spec/dag/_logger.py index c6a484eb8..677812af3 100644 --- a/python/fate_flow/entity/spec/dag/_logger.py +++ b/python/fate_flow/entity/spec/dag/_logger.py @@ -58,7 +58,7 @@ def __init__(self, level, formatters, delay, log_base_dir, aggregate_log_base_di root_logger_dir = os.path.join(log_base_dir, "root") # os.makedirs(root_logger_dir, exist_ok=True) self._add_root_loggers( - log_base_dir=root_logger_dir, formatter_name="root", delay=delay + log_base_dir=root_logger_dir, formatter_name="root", delay=delay, loglevel=level ) component_logger_dir = os.path.join(log_base_dir, "component") @@ -72,12 +72,12 @@ def __init__(self, level, formatters, delay, log_base_dir, aggregate_log_base_di # os.makedirs(aggregate_log_base_dir, exist_ok=True) self._add_party_id_loggers( - aggregate_log_base_dir=aggregate_log_base_dir, formatter_name="root", delay=delay + aggregate_log_base_dir=aggregate_log_base_dir, formatter_name="root", delay=delay, loglevel=level ) if aggregate_log_base_dir is not None: self._add_aggregate_error_logger( - aggregate_log_base_dir, formatter_name="root", delay=delay + aggregate_log_base_dir, formatter_name="root", delay=delay, ) def build(self): @@ -91,16 +91,20 @@ def build(self): disable_existing_loggers=self.disable_existing_loggers, ) - def _add_root_loggers(self, log_base_dir, formatter_name, delay): + def _add_root_loggers(self, log_base_dir, formatter_name, delay, loglevel): for level in _LOGGER_LEVELS: + if logging.getLevelName(level) < logging.getLevelName(loglevel): + continue handler_name = f"root_{level.lower()}" self.handlers[handler_name] = self._create_file_handler( level, formatter_name, delay, os.path.join(log_base_dir, level) ) self.root["handlers"].append(handler_name) - def _add_party_id_loggers(self, aggregate_log_base_dir, formatter_name, delay): + def _add_party_id_loggers(self, aggregate_log_base_dir, formatter_name, delay, loglevel): for level in _LOGGER_LEVELS: + if logging.getLevelName(level) < logging.getLevelName(loglevel): + continue handler_name = f"root_party_{level.lower()}" self.handlers[handler_name] = self._create_file_handler( level, formatter_name, delay, os.path.join(aggregate_log_base_dir, level) @@ -127,6 +131,8 @@ def _add_component_loggers( # ERROR component_handlers_names = [] for level in _LOGGER_LEVELS: + if logging.getLevelName(level) < logging.getLevelName(loglevel): + continue handler_name = f"component_{level.lower()}" self.handlers[handler_name] = self._create_file_handler( level, formatter_name, delay, os.path.join(log_base_dir, level) From 9cb32dd0924ea3f2edea25ba5a7c714f3ab79945 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 20 Dec 2023 12:22:00 +0800 Subject: [PATCH 398/482] update component define Signed-off-by: zhihuiwan <15779896112@163.com> --- .../fate_flow/components/define/download.yaml | 61 ++++++++ .../fate_flow/components/define/upload.yaml | 143 ++++++++++++++++++ 2 files changed, 204 insertions(+) create mode 100644 python/fate_flow/components/define/download.yaml create mode 100644 python/fate_flow/components/define/upload.yaml diff --git a/python/fate_flow/components/define/download.yaml b/python/fate_flow/components/define/download.yaml new file mode 100644 index 000000000..63fccb1a5 --- /dev/null +++ b/python/fate_flow/components/define/download.yaml @@ -0,0 +1,61 @@ +component: + name: download + description: '' + provider: fate_flow + version: 2.0.0 + labels: [] + roles: + - guest + - host + - local + parameters: + name: + type: str + default: + optional: false + description: '' + type_meta: + title: str + type: string + default: + description: '' + namespace: + type: str + default: + optional: false + description: '' + type_meta: + title: str + type: string + default: + description: '' + path: + type: str + default: + optional: false + description: '' + type_meta: + title: str + type: string + default: + description: '' + input_artifacts: + data: {} + model: {} + output_artifacts: + data: {} + model: {} + metric: + metric: + types: + - json_metric + optional: false + stages: + - default + roles: + - guest + - host + - local + description: metric, invisible for user + is_multi: false +schema_version: v1 diff --git a/python/fate_flow/components/define/upload.yaml b/python/fate_flow/components/define/upload.yaml new file mode 100644 index 000000000..4027ef457 --- /dev/null +++ b/python/fate_flow/components/define/upload.yaml @@ -0,0 +1,143 @@ +component: + name: upload + description: '' + provider: fate_flow + version: 2.0.0 + labels: [] + roles: + - guest + - host + - local + parameters: + name: + type: str + default: + optional: false + description: '' + type_meta: + title: str + type: string + default: + description: '' + namespace: + type: str + default: + optional: false + description: '' + type_meta: + title: str + type: string + default: + description: '' + file: + type: str + default: + optional: false + description: '' + type_meta: + title: str + type: string + default: + description: '' + storage_engine: + type: str + default: + optional: true + description: '' + type_meta: + title: str + type: string + default: + description: '' + head: + type: str + default: + optional: true + description: '' + type_meta: + title: str + type: string + default: + description: '' + partitions: + type: str + default: + optional: true + description: '' + type_meta: + title: str + type: string + default: + description: '' + extend_sid: + type: str + default: + optional: true + description: '' + type_meta: + title: str + type: string + default: + description: '' + is_temp_file: + type: str + default: + optional: true + description: '' + type_meta: + title: str + type: string + default: + description: '' + address: + type: str + default: + optional: true + description: '' + type_meta: + title: str + type: string + default: + description: '' + meta: + type: str + default: + optional: true + description: '' + type_meta: + title: str + type: string + default: + description: '' + input_artifacts: + data: {} + model: {} + output_artifacts: + data: + table: + types: + - table + optional: false + stages: + - default + roles: + - guest + - host + - local + description: '' + is_multi: false + model: {} + metric: + metric: + types: + - json_metric + optional: false + stages: + - default + roles: + - guest + - host + - local + description: metric, invisible for user + is_multi: false +schema_version: v1 From 12fac9c0d192ee24f9ff397816525aaa0754999b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 20 Dec 2023 13:15:43 +0800 Subject: [PATCH 399/482] fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/service_conf.yaml | 2 + examples/dag/asymmetric/union.yaml | 2 +- examples/dag/lr/train_lr.yaml | 2 +- .../fate_flow/components/components/upload.py | 2 +- python/fate_flow/controller/parser.py | 137 +++++++++++------- .../engine/backend/_eggroll_deepspeed.py | 2 + python/fate_flow/entity/spec/dag/__init__.py | 2 +- python/fate_flow/runtime/system_settings.py | 2 +- python/fate_flow/settings.py | 1 - 9 files changed, 97 insertions(+), 55 deletions(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index 28933a93d..28ffcae6a 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -1,5 +1,7 @@ party_id: "9999" use_registry: false +# DEBUG 10/INFO 20 +log_level: 20 encrypt: key_0: module: fate_flow.hub.encrypt.password_encrypt#pwdecrypt diff --git a/examples/dag/asymmetric/union.yaml b/examples/dag/asymmetric/union.yaml index 42bc7978b..58e3fbb2f 100644 --- a/examples/dag/asymmetric/union.yaml +++ b/examples/dag/asymmetric/union.yaml @@ -42,7 +42,7 @@ dag: data: input_data: task_output_artifact: - - output_artifact_key: data_output + - output_artifact_key: output_data parties: - party_id: ['9999'] role: guest diff --git a/examples/dag/lr/train_lr.yaml b/examples/dag/lr/train_lr.yaml index 3a6af1ad3..604752a94 100644 --- a/examples/dag/lr/train_lr.yaml +++ b/examples/dag/lr/train_lr.yaml @@ -130,7 +130,7 @@ dag: data: input_data: task_output_artifact: - output_artifact_key: data_output + output_artifact_key: output_data producer_task: reader_0 parameters: {} parties: diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 006861905..42ddfe8d4 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -49,7 +49,7 @@ def upload_data(config: TaskConfigSpec, outputs): ), job_id=job_id, outputs=outputs, - engine_options=config.conf.computing.metadata.options + engine_options=engine_options ) diff --git a/python/fate_flow/controller/parser.py b/python/fate_flow/controller/parser.py index 80e5bd97c..719df03fc 100644 --- a/python/fate_flow/controller/parser.py +++ b/python/fate_flow/controller/parser.py @@ -125,7 +125,7 @@ def conf(self, conf): class TaskParser(object): def __init__(self, task_node, job_id, task_name, role=None, party_id=None, task_id="", execution_id="", model_id="", - model_version="", task_version=None, parties=None, provider=None, **kwargs): + model_version="", task_version=None, parties=None, component=None, provider=None, **kwargs): self.task_node = task_node self.model_id = model_id self.model_version = model_version @@ -138,6 +138,7 @@ def __init__(self, task_node, job_id, task_name, role=None, party_id=None, task_ self.execution_id = execution_id self.parties = parties self._provider = None + self.component = component @property def federation_id(self): @@ -153,7 +154,7 @@ def runtime_parties(self): @property def component_ref(self): - return self.task_node.component_ref + return self.component if self.component else self.task_node.component_ref @property def stage(self): @@ -384,7 +385,7 @@ def parse_dag(self, dag_schema: DAGSchema, component_specs: Dict[str, ComponentS if task_spec.stage: task_stage = task_spec.stage - self._global_dag.add_node(name) + self._global_dag.add_node(name, component_ref=component_ref) self._task_runtime_parties[name] = parties @@ -450,35 +451,48 @@ def _get_upstream_inputs(self, name, task_spec, role, party_id): for input_key, output_specs_dict in artifacts.items(): for artifact_source, channel_spec_list in output_specs_dict.items(): if artifact_source == ArtifactSourceType.MODEL_WAREHOUSE: - if isinstance(channel_spec_list, list): - inputs = [] - for channel in channel_spec_list: - model_warehouse_channel = ModelWarehouseChannelSpec(**channel.dict(exclude_defaults=True)) - if model_warehouse_channel.model_id is None: - model_warehouse_channel.model_id = \ - self._conf.get("model_warehouse", {}).get("model_id", None) - model_warehouse_channel.model_version = \ - self._conf.get("model_warehouse", {}).get("model_version", None) - inputs.append(model_warehouse_channel) - else: - inputs = ModelWarehouseChannelSpec(**channel_spec_list.dict(exclude_defaults=True)) - if inputs.model_id is None: - inputs.model_id = self._conf.get("model_warehouse", {}).get("model_id", None) - inputs.model_version = self._conf.get("model_warehouse", {}).get("model_version", None) + is_list = True + if not isinstance(channel_spec_list, list): + is_list = False + channel_spec_list = [channel_spec_list] + inputs = [] + for channel in channel_spec_list: + model_warehouse_channel = ModelWarehouseChannelSpec(**channel.dict(exclude_defaults=True)) + if model_warehouse_channel.parties and not self.task_can_run( + role, party_id, runtime_parties=model_warehouse_channel.parties): + continue + + if model_warehouse_channel.model_id is None: + model_warehouse_channel.model_id = \ + self._conf.get("model_warehouse", {}).get("model_id", None) + model_warehouse_channel.model_version = \ + self._conf.get("model_warehouse", {}).get("model_version", None) + inputs.append(model_warehouse_channel) + + if not inputs: + continue if input_type not in upstream_inputs: upstream_inputs[input_type] = dict() - upstream_inputs[input_type][input_key] = inputs - elif artifact_source == ArtifactSourceType.MODEL_WAREHOUSE: - if isinstance(channel_spec_list, list): - inputs = [DataWarehouseChannelSpec(**channel.dict(exclude_defaults=True)) - for channel in channel_spec_list] - else: - inputs = DataWarehouseChannelSpec(**channel_spec_list.dict(exclude_defaults=True)) - + upstream_inputs[input_type][input_key] = inputs if is_list else inputs[0] + elif artifact_source == ArtifactSourceType.DATA_WAREHOUSE: + is_list = True + if not isinstance(channel_spec_list, list): + is_list = False + channel_spec_list = [channel_spec_list] + inputs = [] + for channel in channel_spec_list: + if channel.parties and \ + not self.task_can_run(role, party_id, runtime_parties=channel.parties): + continue + inputs.append(DataWarehouseChannelSpec(**channel.dict(exclude_defaults=True))) + + if not inputs: + continue if input_type not in upstream_inputs: upstream_inputs[input_type] = dict() - upstream_inputs[input_type][input_key] = inputs + + upstream_inputs[input_type][input_key] = inputs if is_list else inputs[0] else: if not isinstance(channel_spec_list, list): channel_spec_list = [channel_spec_list] @@ -492,7 +506,6 @@ def _get_upstream_inputs(self, name, task_spec, role, party_id): else: if channel_spec.producer_task not in self._dag[role][party_id].nodes: continue - filter_channel_spec_list.append(channel_spec) if not filter_channel_spec_list: @@ -504,6 +517,9 @@ def _get_upstream_inputs(self, name, task_spec, role, party_id): else: inputs = RuntimeTaskOutputChannelSpec(**filter_channel_spec_list[0].dict(exclude_defaults=True)) + if not inputs: + continue + if input_type not in upstream_inputs: upstream_inputs[input_type] = dict() upstream_inputs[input_type][input_key] = inputs @@ -522,33 +538,32 @@ def _init_outputs(self, name, dag: DAGSpec): if not task_spec.outputs: return - runtime_roles = self._tasks[name].runtime_roles - outputs = dict() + parties = task_spec.parties if task_spec.parties else dag.parties - """ - role.party_id.output_type.output_artifact - role.party_id.output_type.output_artifact.roles = runtime_roles - """ for output_type, outputs_dict in iter(task_spec.outputs): if not outputs_dict: continue - if output_type not in outputs: - outputs[output_type] = dict() + for outputs_key, output_artifact in outputs_dict.items(): + output_parties = output_artifact.parties if output_artifact.parties else parties + for party_spec in output_parties: + for party_id in party_spec.party_id: + if not self.task_can_run(party_spec.role, party_id, runtime_parties=parties): + continue - for output_key, output_artifact in outputs_dict.items(): - outputs[output_type][output_key] = output_artifact + if outputs_key not in self._tasks[party_spec.role][party_id][name].outputs: + self._tasks[party_spec.role][party_id][name].outputs[output_type] = dict() - outputs = self.check_and_add_runtime_roles(outputs, runtime_roles, artifact_type="output") - party_outputs = dict() - for party_spec in dag.parties: - if party_spec.role not in party_outputs: - party_outputs[party_spec.role] = dict() + self._tasks[party_spec.role][party_id][name].outputs[output_type][outputs_key] = output_artifact + for party_spec in parties: for party_id in party_spec.party_id: - party_outputs[party_spec.role][party_id] = copy.deepcopy(outputs) - - self._tasks[name].outputs = party_outputs + self._tasks[party_spec.role][party_id][name].outputs = self.check_and_add_runtime_party( + self._tasks[party_spec.role][party_id][name].outputs, + party_spec.role, + party_id, + artifact_type="output" + ) def _add_edge(self, src, dst, role, party_id, attrs=None): if not attrs: @@ -599,17 +614,23 @@ def _init_task_runtime_parameters_and_conf(self, task_name: str, dag_schema: DAG self._tasks[party.role][party_id][task_name].runtime_parameters.update(parameters) def get_runtime_roles_on_party(self, task_name, party_id): - task: TaskNodeInfo = self._tasks[task_name] - task_runtime_parties = task.runtime_parties + task_runtime_parties = self._task_runtime_parties[task_name] runtime_roles = set() for party_spec in task_runtime_parties: - if party_spec.party_id == party_id: + if party_id in party_spec.party_id: runtime_roles.add(party_spec.role) return list(runtime_roles) def get_task_node(self, role, party_id, task_name): + if role not in self._tasks: + raise ValueError(f"role={role} does ont exist in dag") + if party_id not in self._tasks[role]: + raise ValueError(f"role={role}, party_id={party_id} does not exist in dag") + if task_name not in self._tasks[role][party_id]: + raise ValueError(f"role={role}, party_id={party_id} does not has task {task_name}") + return self._tasks[role][party_id][task_name] def get_need_revisit_tasks(self, visited_tasks, failed_tasks, role, party_id): @@ -657,7 +678,11 @@ def topological_sort(self, role, party_id): def global_topological_sort(self): return nx.topological_sort(self._global_dag) + def get_component_ref(self, task_name): + return self._global_dag.nodes[task_name]["component_ref"] + def party_topological_sort(self, role, party_id): + assert role in self._dag or party_id in self._dag[role], f"role={role}, party_id={party_id} does not exist" return nx.topological_sort(self._dag[role][party_id]) def party_predecessors(self, role, party_id, task): @@ -669,6 +694,17 @@ def party_successors(self, role, party_id, task): def get_edge_attr(self, role, party_id, src, dst): return self._dag[role][party_id].edges[src, dst] + @classmethod + def task_can_run(cls, role, party_id, component_spec: ComponentSpec=None, runtime_parties: List[PartySpec]=None): + if component_spec and role not in component_spec.roles: + return False + + for party_spec in runtime_parties: + if role == party_spec.role and party_id in party_spec.party_id: + return True + + return False + @staticmethod def check_and_add_runtime_party(artifacts, role, party_id, artifact_type): correct_artifacts = copy.deepcopy(artifacts) @@ -797,6 +833,9 @@ def get_task_runtime_parties(self, task_name): except: return [] + def get_component_ref(self, task_name): + return self.dag_parser.get_component_ref(task_name) + class Party(BaseModel): role: str diff --git a/python/fate_flow/engine/backend/_eggroll_deepspeed.py b/python/fate_flow/engine/backend/_eggroll_deepspeed.py index a4e0bf0c7..7bace9cf6 100644 --- a/python/fate_flow/engine/backend/_eggroll_deepspeed.py +++ b/python/fate_flow/engine/backend/_eggroll_deepspeed.py @@ -80,6 +80,8 @@ def run(self, output_path, engine_run, run_parameters, session_id, task_info, * logger.info(f"load output path {output_path} failed") logger.info(output_meta) if output_meta: + if output_meta.status.code != 0: + raise RuntimeError(output_meta.dict()) for _key, _model in output_meta.io_meta.outputs.model.items(): model = ArtifactOutputSpec(**_model) _, address = DataManager.uri_to_address(model.uri) diff --git a/python/fate_flow/entity/spec/dag/__init__.py b/python/fate_flow/entity/spec/dag/__init__.py index 1362ce952..ddab5704b 100644 --- a/python/fate_flow/entity/spec/dag/__init__.py +++ b/python/fate_flow/entity/spec/dag/__init__.py @@ -22,7 +22,7 @@ TaskCleanupConfigSpec from fate_flow.entity.spec.dag._artifact import RuntimeTaskOutputChannelSpec, DataWarehouseChannelSpec, \ ModelWarehouseChannelSpec, RuntimeInputArtifacts, FlowRuntimeInputArtifacts,\ - ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ + ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, InputArtifactSpec, \ ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ArtifactSource from fate_flow.entity.spec.dag._component import ComponentSpec, ComponentIOArtifactsTypeSpec, ComponentSpecV1 from fate_flow.entity.spec.dag._computing import EggrollComputingSpec, SparkComputingSpec, StandaloneComputingSpec diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index 814a34253..74404a98c 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -109,7 +109,7 @@ MODEL_STORE_PATH = MODEL_DIR or os.path.join(get_fate_flow_directory(), "model") LOCAL_DATA_STORE_PATH = DATA_DIR or os.path.join(get_fate_flow_directory(), "data") TEMP_DIR = get_fate_flow_directory("temps") -LOG_LEVEL = LOG_LEVEL or 10 +LOG_LEVEL = int(os.environ.get("LOG_LEVEL") or get_base_config("log_level", 10)) LOG_SHARE = False FATE_FLOW_LOG_DIR = os.path.join(LOG_DIR, "fate_flow") WORKERS_DIR = os.path.join(LOG_DIR, "workers") diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index 0839591df..100932377 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -20,7 +20,6 @@ HTTP_REQUEST_TIMEOUT = 10 # s REMOTE_REQUEST_TIMEOUT = 30000 # ms -LOG_LEVEL = 20 LOG_DIR = "" DATA_DIR = "" MODEL_DIR = "" From 0f586de638cd4b7d5e8b6008dafa827bad78d7ff Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 20 Dec 2023 13:16:19 +0800 Subject: [PATCH 400/482] update bfia adapter Signed-off-by: zhihuiwan <15779896112@163.com> --- .../adapter/bfia/examples/test/test_job.py | 2 +- .../adapter/bfia/scheduler/scheduler.py | 7 +- .../adapter/bfia/translator/dsl_translator.py | 173 ++++++++++++------ .../fate_flow/adapter/bfia/utils/spec/job.py | 4 +- .../fate_flow/adapter/bfia/wheels/parser.py | 20 +- python/fate_flow/adapter/bfia/wheels/task.py | 7 +- 6 files changed, 136 insertions(+), 77 deletions(-) diff --git a/python/fate_flow/adapter/bfia/examples/test/test_job.py b/python/fate_flow/adapter/bfia/examples/test/test_job.py index 659f9119f..efa850c4f 100644 --- a/python/fate_flow/adapter/bfia/examples/test/test_job.py +++ b/python/fate_flow/adapter/bfia/examples/test/test_job.py @@ -13,7 +13,7 @@ def register_components(): print(resp.text) -# register_components() +register_components() def submit_job(): diff --git a/python/fate_flow/adapter/bfia/scheduler/scheduler.py b/python/fate_flow/adapter/bfia/scheduler/scheduler.py index 93de4e3de..612627210 100644 --- a/python/fate_flow/adapter/bfia/scheduler/scheduler.py +++ b/python/fate_flow/adapter/bfia/scheduler/scheduler.py @@ -242,17 +242,12 @@ def create_schedule_tasks(cls, job, dag_schema: DagSchemaSpec): @classmethod def create_task(cls, job_id, task_id, node_id, task_name, job_parser, parties, task_version=0): - task_node = job_parser.get_task_node(task_name=task_name) - task_parser = job_parser.task_parser( - task_node=task_node, job_id=job_id, task_name=task_name, party_id=node_id, - task_id=task_id, task_version=task_version, parties=parties, - ) task = ScheduleTask() task.f_job_id = job_id task.f_role = "" task.f_party_id = node_id task.f_task_name = task_name - task.f_component = task_parser.component_ref + task.f_component = job_parser.get_component_ref(task_name=task_name) task.f_task_id = task_id task.f_task_version = task_version task.f_status = TaskStatus.READY diff --git a/python/fate_flow/adapter/bfia/translator/dsl_translator.py b/python/fate_flow/adapter/bfia/translator/dsl_translator.py index 02c658502..10f6e8d09 100644 --- a/python/fate_flow/adapter/bfia/translator/dsl_translator.py +++ b/python/fate_flow/adapter/bfia/translator/dsl_translator.py @@ -29,7 +29,6 @@ TaskSpec, RuntimeInputArtifacts, JobConfSpec, - SourceInputArtifacts, OutputArtifactSpec, OutputArtifacts ) @@ -49,6 +48,9 @@ ) +DATASET_ID = "dataset_id" + + class Translator(object): @classmethod def translate_dag_to_bfia_dag(cls, dag_schema: DAGSchema, component_specs: Dict[str, BFIAComponentSpec]): @@ -64,6 +66,7 @@ def translate_dag_to_bfia_dag(cls, dag_schema: DAGSchema, component_specs: Dict[ config=cls.translate_dag_to_bfia_config(dag_schema.dag, dag_schema.schema_version), dag=cls.translate_dag_to_bfia_tasks(dag_schema.dag, component_specs, dag_schema.schema_version) ) + return DagSchemaSpec( kind=dag_schema.kind, schema_version=dag_schema.schema_version, @@ -153,7 +156,7 @@ def translate_bfia_tasks_to_dag(cls, bfia_dag: BFIADagSpec, component_specs: Dic if bfia_task.input: input_keys = dict() for input_spec in component_spec.inputData: - input_type = cls.get_source_type(input_spec.category) + input_type = get_source_type(input_spec.category) input_name = input_spec.name if input_type not in input_keys: input_keys[input_type] = [] @@ -162,7 +165,7 @@ def translate_bfia_tasks_to_dag(cls, bfia_dag: BFIADagSpec, component_specs: Dic inputs = dict() for input_desc in bfia_task.input: - input_type = cls.get_source_type(input_desc.type) + input_type = get_source_type(input_desc.type) if input_type not in inputs: inputs[input_type] = dict() @@ -183,7 +186,7 @@ def translate_bfia_tasks_to_dag(cls, bfia_dag: BFIADagSpec, component_specs: Dic output_keys = dict() for output_spec in component_spec.outputData: output_name = output_spec.name - output_type = cls.get_source_type(output_spec.category) + output_type = get_source_type(output_spec.category) if output_type not in output_keys: output_keys[output_type] = [] @@ -195,7 +198,7 @@ def translate_bfia_tasks_to_dag(cls, bfia_dag: BFIADagSpec, component_specs: Dic output_alias = output_dict.key output_type_alias = output_dict.type - output_type = cls.get_source_type(output_type_alias) + output_type = get_source_type(output_type_alias) if output_type not in outputs: outputs[output_type] = dict() @@ -203,7 +206,7 @@ def translate_bfia_tasks_to_dag(cls, bfia_dag: BFIADagSpec, component_specs: Dic outputs[output_type][output_name] = OutputArtifactSpec( output_artifact_key_alias=output_alias, - output_artifact_type_alias=output_type_alias + output_artifact_type_alias=output_type_alias, ) task_spec.outputs = OutputArtifacts(**outputs) @@ -211,6 +214,60 @@ def translate_bfia_tasks_to_dag(cls, bfia_dag: BFIADagSpec, component_specs: Dic task_spec.conf = conf tasks[task_name] = task_spec + return cls.add_dataset_from_party_task(tasks, bfia_dag, component_specs) + + @classmethod + def add_dataset_from_party_task( + cls, + tasks: Dict[str, TaskSpec], + bfia_dag: BFIADagSpec, + component_specs: Dict[str, BFIAComponentSpec] + ): + if bfia_dag.config and bfia_dag.config.task_params: + for role, role_params in iter(bfia_dag.config.task_params): + if role == "common" or not role_params: + continue + + for party_str, party_task_params in role_params.items(): + party_id_indexes = list(map(int, party_str.split("|", -1))) + party_id_list = [getattr(bfia_dag.config.role, role)[party_id] for party_id in party_id_indexes] + + for task_name, params in party_task_params.items(): + if DATASET_ID not in params: + continue + + component_ref = None + if task_name not in tasks: + for component in bfia_dag.dag.components: + if component.name == "task_name": + component_ref = component.componentName + + if not component_ref: + raise ValueError(f"Can not find task={task_name}") + + tasks[task_name] = TaskSpec(component_ref=component_ref) + else: + component_ref = tasks[task_name].component_ref + + input_name = component_specs[component_ref].inputData[0].name + data_warehouse_spec = DataWarehouseChannelSpec( + dataset_id=params[DATASET_ID], + parties=[PartySpec(role=role, party_id=party_id_list)] + ) + if not tasks[task_name].inputs: + tasks[task_name].inputs = RuntimeInputArtifacts(data=dict()) + if input_name not in tasks[task_name].inputs.data: + tasks[task_name].inputs.data[input_name] = dict(data_warehouse=data_warehouse_spec) + elif "data_warehouse" not in tasks[task_name].inputs.data[input_name]: + tasks[task_name].inputs.data[input_name]["data_warehouse"] = data_warehouse_spec + elif not isinstance(tasks[task_name].inputs.data[input_name]["data_warehouse"], list): + pre_spec = tasks[task_name].inputs.data[input_name]["data_warehouse"] + tasks[task_name].inputs.data[input_name]["data_warehouse"] = [ + pre_spec, data_warehouse_spec + ] + else: + tasks[task_name].inputs.data[input_name]["data_warehouse"].append(data_warehouse_spec) + return tasks @classmethod @@ -236,7 +293,7 @@ def translate_party_tasks_to_dag(cls, if role_task_params and party_str in role_task_params: party_task_params = role_task_params[party_str] - party_task.tasks = cls.get_party_task_params(party_task_params, component_specs, tasks) + party_task.tasks = cls.get_party_task_params(party_task_params) site_name = "_".join(map(str, [role] + party_id_list)) party_tasks[site_name] = party_task @@ -256,40 +313,21 @@ def translate_party_tasks_to_dag(cls, party_task = PartyTaskSpec() party_task.parties = [PartySpec(role=role, party_id=party_id_list)] - party_task.tasks = cls.get_party_task_params(party_task_params, component_specs, tasks) + party_task.tasks = cls.get_party_task_params(party_task_params) party_tasks[site_name] = party_task return party_tasks @classmethod - def get_party_task_params(cls, - party_task_params, - component_specs: Dict[str, BFIAComponentSpec], - tasks: Dict[str, TaskSpec]): + def get_party_task_params(cls, party_task_params): party_task_specs = dict() for task_name, params in party_task_params.items(): task_spec = PartyTaskRefSpec() params = copy.deepcopy(params) - if "dataset_id" in params: - """ - bfia support only single input yet - """ - component_ref = tasks[task_name].component_ref - input_name = component_specs[component_ref].inputData[0].name - - dataset_id = params.pop("dataset_id") - task_spec.inputs = SourceInputArtifacts( - data={ - input_name: - { - "data_warehouse": DataWarehouseChannelSpec(dataset_id=dataset_id) - } - } - ) - - party_task_specs[task_name] = task_spec + if DATASET_ID in params: + params.pop(DATASET_ID) if params: task_spec.parameters = params @@ -321,19 +359,45 @@ def translate_dag_to_bfia_config(cls, dag: DAGSpec, schema_version: str): parties_conf = dict() for site_name, party_task in dag.party_tasks.items(): if party_task.conf: - role = party_task.parties[0].role - party_id_list = party_task.parties[0].party_id - party_id_indexes = [getattr(role_spec, role).index(party_id) for party_id in party_id_list] - party_str = "|".join(map(str, party_id_indexes)) + for party_spec in party_task.parties: + party_str = "|".join(map(str, + [getattr(role_spec, party_spec.role).index(party_id) for party_id in party_spec.party_id] + )) - if role not in parties_conf: - parties_conf[role] = dict() + if party_spec.role not in parties_conf: + parties_conf[party_spec.role] = dict() - parties_conf[role][party_str] = party_task.conf + parties_conf[party_spec.role][party_str] = party_task.conf for role, conf in parties_conf.items(): setattr(job_params, role, conf) + if dag.tasks: + for task_name, task_spec in dag.tasks.items(): + if not task_spec.inputs or not task_spec.inputs.data: + continue + + parties = task_spec.parties if task_spec.parties else dag.parties + for _, input_artifact_specs in task_spec.inputs.data.items(): + for input_artifact_key, input_spec_list in input_artifact_specs.items(): + if not isinstance(input_spec_list, list): + input_spec_list = [input_spec_list] + for input_spec in input_spec_list: + if not isinstance(input_spec, DataWarehouseChannelSpec): + continue + input_parties = input_spec.parties if input_spec.parties else parties + for party_spec in input_parties: + party_str = "|".join(map(str, + [getattr(role_spec, party_spec.role).index(party_id) for + party_id in party_spec.party_id] + )) + + input_dict = {party_str: dict(dataset_id=input_spec.dataset_id)} + if not getattr(job_params, party_spec.role): + setattr(job_params, party_spec.role, input_dict) + else: + getattr(job_params, party_spec.role).update(input_dict) + bfia_conf_buf["job_params"] = job_params task_params = TaskParamsSpec() @@ -401,7 +465,7 @@ def translate_dag_to_bfia_tasks(cls, dag: DAGSpec, component_specs: Dict[str, BF inputs = [] if task_spec.inputs: for input_desc in component_spec.inputData: - input_type = cls.get_source_type(input_desc.category) + input_type = get_source_type(input_desc.category) input_key = input_desc.name input_artifact_specs = getattr(task_spec.inputs, input_type, {}) @@ -410,10 +474,15 @@ def translate_dag_to_bfia_tasks(cls, dag: DAGSpec, component_specs: Dict[str, BF input_spec = input_artifact_specs[input_key] + if "task_output_artifact" not in input_spec: + continue producer_task = input_spec["task_output_artifact"].producer_task output_artifact_key = input_spec["task_output_artifact"].output_artifact_key type_alias = input_spec["task_output_artifact"].output_artifact_type_alias + if type_alias is None: + type_alias= getattr(dag.tasks[producer_task].outputs, input_type)[output_artifact_key].output_artifact_type_alias + inputs.append(DataSpec(type=type_alias, key=".".join([producer_task, output_artifact_key]))) bfia_task_spec.input = inputs @@ -421,7 +490,7 @@ def translate_dag_to_bfia_tasks(cls, dag: DAGSpec, component_specs: Dict[str, BF outputs = [] if task_spec.outputs: for output_desc in component_spec.outputData: - output_type = cls.get_source_type(output_desc.category) + output_type = get_source_type(output_desc.category) output_key = output_desc.name output_artifacts = getattr(task_spec.outputs, output_type, {}) @@ -445,16 +514,16 @@ def translate_dag_to_bfia_tasks(cls, dag: DAGSpec, component_specs: Dict[str, BF return DagSpec(**bfia_dag_buf) - @classmethod - def get_source_type(cls, type_keyword): - data_keywords = ["dataset", "training_set", "test_set", "validate_set"] - model_keywords = ["model"] - for data_keyword in data_keywords: - if data_keyword in type_keyword: - return "data" - - for model_keyword in model_keywords: - if model_keyword in type_keyword: - return "model" - - return "metric" + +def get_source_type(type_keyword): + data_keywords = ["data", "dataset", "training_set", "test_set", "validate_set"] + model_keywords = ["model"] + for data_keyword in data_keywords: + if data_keyword in type_keyword: + return "data" + + for model_keyword in model_keywords: + if model_keyword in type_keyword: + return "model" + + return "metric" diff --git a/python/fate_flow/adapter/bfia/utils/spec/job.py b/python/fate_flow/adapter/bfia/utils/spec/job.py index ea668eec3..6f0254dcb 100644 --- a/python/fate_flow/adapter/bfia/utils/spec/job.py +++ b/python/fate_flow/adapter/bfia/utils/spec/job.py @@ -62,8 +62,8 @@ class DagSpec(BaseModel): class BFIADagSpec(BaseModel): config: ConfSpec dag: DagSpec - flow_id: str = "" - old_job_id: str = "" + flow_id: Optional[str] + old_job_id: Optional[str] class DagSchemaSpec(BaseModel): diff --git a/python/fate_flow/adapter/bfia/wheels/parser.py b/python/fate_flow/adapter/bfia/wheels/parser.py index 8a983181f..309016853 100644 --- a/python/fate_flow/adapter/bfia/wheels/parser.py +++ b/python/fate_flow/adapter/bfia/wheels/parser.py @@ -13,10 +13,6 @@ class BfiaTaskParser(TaskParser): - @property - def need_run(self): - return self.party_id in self.parties - @property def task_parameters(self): return TaskRuntimeEnv( @@ -41,20 +37,18 @@ def task_parameters(self): @property def role_index(self): _nodes = {} - for party in self.runtime_parties: + for party in self.parties: if party.role not in _nodes: - _nodes[party.role] = [party.party_id] + _nodes[party.role] = party.party_id return _nodes[self.role].index(self.party_id) @property def node_id(self): _nodes = {} nodes = {} - for party in self.runtime_parties: + for party in self.parties: if party.role not in _nodes: - _nodes[party.role] = [party.party_id] - else: - _nodes[party.role].append(party.party_id) + _nodes[party.role] = party.party_id for _k, _v_list in _nodes.items(): for _n, _v in enumerate(_v_list): nodes[f"{_k}.{_n}"] = _v @@ -63,7 +57,7 @@ def node_id(self): @property def runtime_inputs(self): inputs = {} - for type, upstream_input in self.task_node.upstream_inputs.get(self.role, {}).get(self.party_id, {}).items(): + for type, upstream_input in self.task_node.upstream_inputs.items(): for key, channel in upstream_input.items(): if isinstance(channel, DataWarehouseChannelSpec): if channel.dataset_id: @@ -85,10 +79,10 @@ def runtime_inputs(self): @property def runtime_outputs(self): outputs = {} - for type, output in self.task_node.outputs.get(self.role, {}).get(self.party_id, {}).items(): + for type, output in self.task_node.outputs.items(): for key, channel in output.items(): if isinstance(channel, OutputArtifactSpec): - if self.role in channel.roles: + if self.role in [party.role for party in channel.parties]: outputs[key] = self.create_output_address(channel) return outputs diff --git a/python/fate_flow/adapter/bfia/wheels/task.py b/python/fate_flow/adapter/bfia/wheels/task.py index fbb93490f..2052b10fb 100644 --- a/python/fate_flow/adapter/bfia/wheels/task.py +++ b/python/fate_flow/adapter/bfia/wheels/task.py @@ -37,10 +37,10 @@ def create_local_task( cls, job_id, role, node_id, task_id, task_name, dag_schema, job_parser, task_version=0 ): execution_id = job_utils.generate_session_id(task_id, task_version, role, node_id) - task_node = job_parser.get_task_node(task_name=task_name) + task_node = job_parser.get_task_node(task_name=task_name, role=role, party_id=node_id) task_parser = job_parser.task_parser( task_node=task_node, job_id=job_id, task_name=task_name, role=role, party_id=node_id, - task_id=task_id, task_version=task_version + task_id=task_id, task_version=task_version, parties=job_parser.get_task_runtime_parties(task_name) ) task_parameters = task_parser.task_parameters schedule_logger(job_id).info(f"task {task_name} role {role} part id {node_id} task_parameters" @@ -80,7 +80,8 @@ def start_tasks(cls, job_id, task_id, task_name): for task in tasks: schedule_logger(job_id).info(f"start {task.f_role} {task.f_party_id} task") status_list.append(cls.start_task(task)) - if TaskStatus.FAILED in status_list: + schedule_logger(job_id).info(f"start task status: {status_list}") + if False in status_list: return False return True From c3646dcae582356d5a46b2cb3208c106a5d37726 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 20 Dec 2023 14:16:07 +0800 Subject: [PATCH 401/482] update bfia examples Signed-off-by: zhihuiwan <15779896112@163.com> --- examples/bfia/unionpay/job/psi_lr.yaml | 122 +++++++------------- examples/bfia/unionpay/job/psi_sbt.yaml | 144 ++++++++---------------- 2 files changed, 86 insertions(+), 180 deletions(-) diff --git a/examples/bfia/unionpay/job/psi_lr.yaml b/examples/bfia/unionpay/job/psi_lr.yaml index 3ad11e2eb..bbb894540 100644 --- a/examples/bfia/unionpay/job/psi_lr.yaml +++ b/examples/bfia/unionpay/job/psi_lr.yaml @@ -1,135 +1,95 @@ dag: conf: extra: - initiator: - role: guest - party_id: JG0100001100000010 + initiator: {party_id: JG0100001100000010, role: guest} parties: - - party_id: - - JG0100001100000010 + - party_id: [JG0100001100000010] role: guest - - party_id: - - JG0100001100000010 + - party_id: [JG0100001100000010] role: host - - party_id: - - JG0100001100000010 + - party_id: [JG0100001100000010] role: arbiter party_tasks: guest_JG0100001100000010: conf: - resources: - cpu: -1 - disk: -1 - memory: -1 + resources: {cpu: -1, disk: -1, memory: -1} parties: - - party_id: - - JG0100001100000010 + - party_id: [JG0100001100000010] role: guest - tasks: - intersect_rsa_1: - inputs: - data: - train_data: - data_warehouse: - dataset_id: testspace#test_guest host_JG0100001100000010: conf: - resources: - cpu: -1 - disk: -1 - memory: -1 + resources: {cpu: -1, disk: -1, memory: -1} parties: - - party_id: - - JG0100001100000010 + - party_id: [JG0100001100000010] role: host - tasks: - intersect_rsa_1: - inputs: - data: - train_data: - data_warehouse: - dataset_id: testspace#test_host + stage: train tasks: hetero_logistic_regression_1: component_ref: HeteroLR - conf: - provider: unionpay - version: 2.0.0 - dependent_tasks: - - intersect_rsa_1 + conf: {provider: unionpay, version: 2.0.0} + dependent_tasks: [intersect_rsa_1] inputs: data: train_data: task_output_artifact: output_artifact_key: train_data - output_artifact_type_alias: dataset + parties: + - party_id: [JG0100001100000010] + role: guest + - party_id: [JG0100001100000010] + role: host + - party_id: [JG0100001100000010] + role: arbiter producer_task: intersect_rsa_1 outputs: data: - train_data: - output_artifact_key_alias: data0 - output_artifact_type_alias: dataset + train_data: {output_artifact_key_alias: train_data, output_artifact_type_alias: data} metric: - train-loss: - output_artifact_key_alias: report0 - output_artifact_type_alias: report + train-loss: {output_artifact_key_alias: train-loss, output_artifact_type_alias: metric} model: - model: - output_artifact_key_alias: model0 - output_artifact_type_alias: model + model: {output_artifact_key_alias: model, output_artifact_type_alias: model} parameters: alpha: 0.01 batch_size: -1 early_stop: diff id: id - init_param: - init_method: zeros + init_param: {init_method: zeros} label: y learning_rate: 0.15 max_iter: 2 optimizer: nesterov_momentum_sgd penalty: L2 tol: 0.0001 - parties: - - party_id: - - JG0100001100000010 - role: guest - - party_id: - - JG0100001100000010 - role: host - - party_id: - - JG0100001100000010 - role: arbiter intersect_rsa_1: component_ref: Intersection - conf: - provider: unionpay - version: 2.0.0 - dependent_tasks: [] - outputs: + conf: {provider: unionpay, version: 2.0.0} + inputs: data: train_data: - output_artifact_key_alias: train_data - output_artifact_type_alias: dataset + data_warehouse: + - dataset_id: testspace#test_guest + parties: + - party_id: [JG0100001100000010] + role: guest + - dataset_id: testspace#test_host + parties: + - party_id: [JG0100001100000010] + role: host + outputs: + data: + train_data: {output_artifact_key_alias: train_data, output_artifact_type_alias: data} metric: - train-intersection: - output_artifact_key_alias: report0 - output_artifact_type_alias: report + train-intersection: {output_artifact_key_alias: train-intersection, output_artifact_type_alias: metric} parameters: id: id intersect_method: rsa only_output_key: false - rsa_params: - final_hash_method: sha256 - hash_method: sha256 - key_length: 2048 + rsa_params: {final_hash_method: sha256, hash_method: sha256, key_length: 2048} sync_intersect_ids: true parties: - - party_id: - - JG0100001100000010 + - party_id: [JG0100001100000010] role: guest - - party_id: - - JG0100001100000010 + - party_id: [JG0100001100000010] role: host kind: bfia -schema_version: v1 +schema_version: 2.0.0.beta \ No newline at end of file diff --git a/examples/bfia/unionpay/job/psi_sbt.yaml b/examples/bfia/unionpay/job/psi_sbt.yaml index 24a0eac9f..1f167cebb 100644 --- a/examples/bfia/unionpay/job/psi_sbt.yaml +++ b/examples/bfia/unionpay/job/psi_sbt.yaml @@ -1,145 +1,91 @@ dag: conf: extra: - initiator: - role: guest - party_id: JG0100001100000010 + initiator: {party_id: JG0100001100000010, role: guest} parties: - - party_id: - - JG0100001100000010 + - party_id: [JG0100001100000010] role: guest - - party_id: - - JG0100001100000010 + - party_id: [JG0100001100000010] role: host party_tasks: guest_JG0100001100000010: conf: - resources: - cpu: -1 - disk: -1 - memory: -1 + resources: {cpu: -1, disk: -1, memory: -1} parties: - - party_id: - - JG0100001100000010 + - party_id: [JG0100001100000010] role: guest - tasks: - intersect_rsa_1: - inputs: - data: - train_data: - data_warehouse: - dataset_id: testspace#test_guest host_JG0100001100000010: conf: - resources: - cpu: -1 - disk: -1 - memory: -1 + resources: {cpu: -1, disk: -1, memory: -1} parties: - - party_id: - - JG0100001100000010 + - party_id: [JG0100001100000010] role: host - tasks: - intersect_rsa_1: - inputs: - data: - train_data: - data_warehouse: - dataset_id: testspace#test_host + stage: train tasks: hetero_secureboost_1: component_ref: HeteroSecureBoost - conf: - provider: unionpay - version: 2.0.0 - dependent_tasks: - - intersect_rsa_1 + conf: {provider: unionpay, version: 2.0.0} + dependent_tasks: [intersect_rsa_1] inputs: data: train_data: task_output_artifact: output_artifact_key: train_data - output_artifact_type_alias: dataset + parties: + - party_id: [JG0100001100000010] + role: guest + - party_id: [JG0100001100000010] + role: host producer_task: intersect_rsa_1 outputs: data: - train_data: - output_artifact_key_alias: data0 - output_artifact_type_alias: dataset + train_data: {output_artifact_key_alias: train_data, output_artifact_type_alias: data} metric: - train-auc: - output_artifact_key_alias: report1 - output_artifact_type_alias: report - train-ks: - output_artifact_key_alias: report2 - output_artifact_type_alias: report - train-loss: - output_artifact_key_alias: report0 - output_artifact_type_alias: report + train-auc: {output_artifact_key_alias: train-auc, output_artifact_type_alias: metric} + train-ks: {output_artifact_key_alias: train-ks, output_artifact_type_alias: metric} + train-loss: {output_artifact_key_alias: train-loss, output_artifact_type_alias: metric} model: - model: - output_artifact_key_alias: model0 - output_artifact_type_alias: model + model: {output_artifact_key_alias: model, output_artifact_type_alias: model} parameters: - cv_param: - n_splits: 5 - need_cv: false - random_seed: 103 - shuffle: false - early_stopping_rounds: '' + bin_num: 32 + cv_param: {n_splits: 5, need_cv: false, random_seed: 103, shuffle: false} id: id label: y learning_rate: 0.5 - metrics: - - auc - - ks - n_iter_no_change: 'True' + metrics: [auc, ks] + n_iter_no_change: true num_trees: 2 - objective_param: - objective: cross_entropy - predict_param: - threshold: 0.5 + objective_param: {objective: cross_entropy} + predict_param: {threshold: 0.5} subsample_feature_rate: 1 tol: 0.0001 - tree_param: - max_depth: 5 - parties: - - party_id: - - JG0100001100000010 - role: guest - - party_id: - - JG0100001100000010 - role: host + tree_param: {max_depth: 5} intersect_rsa_1: component_ref: Intersection - conf: - provider: unionpay - version: 2.0.0 - dependent_tasks: [] - outputs: + conf: {provider: unionpay, version: 2.0.0} + inputs: data: train_data: - output_artifact_key_alias: train_data - output_artifact_type_alias: dataset + data_warehouse: + - dataset_id: testspace#test_guest + parties: + - party_id: [JG0100001100000010] + role: guest + - dataset_id: testspace#test_host + parties: + - party_id: [JG0100001100000010] + role: host + outputs: + data: + train_data: {output_artifact_key_alias: train_data, output_artifact_type_alias: data} metric: - train-intersection: - output_artifact_key_alias: report0 - output_artifact_type_alias: report + train-intersection: {output_artifact_key_alias: train-intersection, output_artifact_type_alias: metric} parameters: id: id intersect_method: rsa only_output_key: false - rsa_params: - final_hash_method: sha256 - hash_method: sha256 - key_length: 2048 + rsa_params: {final_hash_method: sha256, hash_method: sha256, key_length: 2048} sync_intersect_ids: true - parties: - - party_id: - - JG0100001100000010 - role: guest - - party_id: - - JG0100001100000010 - role: host kind: bfia -schema_version: v1 +schema_version: 2.0.0.beta + From ed65ddcd49923070dc8a22f5b2810173640870e7 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 20 Dec 2023 15:21:44 +0800 Subject: [PATCH 402/482] fix ds cores Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/job.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/controller/job.py b/python/fate_flow/controller/job.py index 6962d418e..89b2280c6 100644 --- a/python/fate_flow/controller/job.py +++ b/python/fate_flow/controller/job.py @@ -394,7 +394,7 @@ def calculate_resource(cls, dag_schema: DAGSchema, role): task_cores = int(task_run.get("num-executors")) * (task_run.get("executor-cores")) if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.EGGROLL: - total_cores = task_run.pop("cores", None) or default_task_run.get("cores") + total_cores = task_run.get("cores", None) or default_task_run.get("cores") task_run["nodes"] = COMPUTING_CONF.get(ComputingEngine.EGGROLL).get("nodes") task_run["task_cores_per_node"] = max(total_cores // task_run["nodes"], 1) From 132264be9dd21ecbde6e5628ccc18bfb37cd3d75 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 20 Dec 2023 19:28:22 +0800 Subject: [PATCH 403/482] fix upload Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/components/components/upload.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 42ddfe8d4..bd02a366b 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -162,7 +162,7 @@ def run(self, parameters: UploadParam, outputs: IOMeta.OutputMeta = None, job_id address_dict = storage_address.copy() storage_engine = self.parameters.storage_engine storage_session = sess.storage( - storage_engine=storage_engine + storage_engine=storage_engine, options=engine_options ) if storage_engine in {StorageEngine.EGGROLL, StorageEngine.STANDALONE}: upload_address = { From 90574893a650837bede2bb2c31ba4cb34f0d7383 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 20 Dec 2023 19:28:28 +0800 Subject: [PATCH 404/482] fix upload Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/storage/_session.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/python/fate_flow/engine/storage/_session.py b/python/fate_flow/engine/storage/_session.py index e38207939..a44d7e4ae 100644 --- a/python/fate_flow/engine/storage/_session.py +++ b/python/fate_flow/engine/storage/_session.py @@ -224,7 +224,6 @@ def _get_or_create_storage( engine_name=storage_engine, engine_session_id=storage_session_id, ) - kwargs = {} if storage_engine == StorageEngine.EGGROLL: from fate_flow.engine.storage.eggroll import StorageSession kwargs["host"] = COMPUTING_CONF.get(StorageEngine.EGGROLL).get("host") @@ -244,7 +243,7 @@ def _get_or_create_storage( f"can not be initialized with storage engine: {storage_engine}" ) storage_session = StorageSession( - session_id=storage_session_id, options=kwargs.get("options", {}), **kwargs + session_id=storage_session_id, **kwargs ) self._storage_session[storage_session_id] = storage_session From a51763153b2ff4f1add7dc592d3b0f7913b35a0c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 20 Dec 2023 19:28:39 +0800 Subject: [PATCH 405/482] update version Signed-off-by: zhihuiwan <15779896112@163.com> --- fateflow.env | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/fateflow.env b/fateflow.env index 83c19a86b..3d358ab8a 100644 --- a/fateflow.env +++ b/fateflow.env @@ -1,3 +1,3 @@ -FATE=2.0.0.rc1 -FATE_FLOW=2.0.0.rc1 +FATE=2.0.0 +FATE_FLOW=2.0.0 PYTHON=3.8 \ No newline at end of file From 5962798323acbbd13d32f6a9b991337838c33cf2 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 20 Dec 2023 19:54:17 +0800 Subject: [PATCH 406/482] fix destroy Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/components_wraps/fate/_wraps.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/hub/components_wraps/fate/_wraps.py b/python/fate_flow/hub/components_wraps/fate/_wraps.py index 5d4b2ef15..490e911ef 100644 --- a/python/fate_flow/hub/components_wraps/fate/_wraps.py +++ b/python/fate_flow/hub/components_wraps/fate/_wraps.py @@ -91,8 +91,8 @@ def run(self): exceptions = str(e) logger.error(e) finally: - self.report_status(code, exceptions) self.destroy(code) + self.report_status(code, exceptions) if code: sys.exit(code) From 461c728e14d073115f432867bcc951623c49c2cf Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Wed, 20 Dec 2023 20:09:53 +0800 Subject: [PATCH 407/482] fix permission_utils.py Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/apps/client/client_app.py | 2 +- python/fate_flow/utils/permission_utils.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/apps/client/client_app.py b/python/fate_flow/apps/client/client_app.py index 7bbd4a080..18e724e2e 100644 --- a/python/fate_flow/apps/client/client_app.py +++ b/python/fate_flow/apps/client/client_app.py @@ -43,7 +43,7 @@ def delete_client_app(app_id): @API.Input.params(app_id=fields.String(required=False), desc=APP_ID) @API.Input.params(app_name=fields.String(required=False), desc=APP_NAME) def query_client_app(app_id=None, app_name=None): - apps = AppManager.query_app(app_id=app_id, app_name=app_name, app_type=AppType.CLIENT) + apps = AppManager.query_app(app_id=app_id, app_name=app_name) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=[app.to_human_model_dict() for app in apps]) diff --git a/python/fate_flow/utils/permission_utils.py b/python/fate_flow/utils/permission_utils.py index ab4fe9d8d..b60278028 100644 --- a/python/fate_flow/utils/permission_utils.py +++ b/python/fate_flow/utils/permission_utils.py @@ -26,7 +26,7 @@ def get_permission_parameters(role, party_id, initiator_party_id, job_info) -> PermissionCheckParameters: - dag_schema = DAGSchema(**job_info['dag_schema']) + dag_schema = DAGSchema(**job_info) job_parser = JobParser(dag_schema) component_list = job_parser.component_ref_list(role, party_id) dataset_list = job_parser.dataset_list(role, party_id) From d830e3ef55782fdff40cb9e500ec1522d0118fb4 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 20 Dec 2023 20:19:59 +0800 Subject: [PATCH 408/482] fix download Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/components/components/download.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/components/components/download.py b/python/fate_flow/components/components/download.py index 867d99f27..6b921fc6c 100644 --- a/python/fate_flow/components/components/download.py +++ b/python/fate_flow/components/components/download.py @@ -68,9 +68,9 @@ def run(self, parameters: DownloadParam, outputs: IOMeta.OutputMeta): output_tables_meta={"data": data_table_meta}, download_dir=download_dir ) - outputs.data = ArtifactOutputSpec( + outputs.data = {"output_data": ArtifactOutputSpec( uri="", metadata=Metadata(namespace=parameters.namespace, name=parameters.name), type_name=data_table_meta.data_type, - ).dict() + ).dict()} logging.info(f"download data success, download path: {parameters.path}") From 01e11ed2b4e9b9cf7d45fc18da02fbb4b6eebc3b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 20 Dec 2023 21:25:50 +0800 Subject: [PATCH 409/482] fix localfs storage engine Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/storage/file/_table.py | 13 ++++++------- python/fate_flow/entity/spec/dag/_computing.py | 1 + 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/python/fate_flow/engine/storage/file/_table.py b/python/fate_flow/engine/storage/file/_table.py index c6c6a6d61..65346994b 100644 --- a/python/fate_flow/engine/storage/file/_table.py +++ b/python/fate_flow/engine/storage/file/_table.py @@ -29,20 +29,16 @@ class FileCoder: @staticmethod - def encode(key: str, value: str): - key = key.encode("utf-8") - value = value.encode("utf-8") + def encode(key, value): size = struct.pack(">Q", len(key)) return (size + key + value).hex() @staticmethod - def decode(data: str) -> Tuple[str, str]: + def decode(data: str): data = bytes.fromhex(data) size = struct.unpack(">Q", data[:8])[0] key = data[8 : 8 + size] value = data[8 + size :] - key = key.decode("utf-8") - value = value.decode("utf-8") return key, value @@ -61,7 +57,10 @@ def __init__( address=address, partitions=partitions, options=options, - engine=StorageEngine.FILE + engine=StorageEngine.FILE, + key_serdes_type=0, + value_serdes_type=0, + partitioner_type=0 ) self._local_fs_client = fs.LocalFileSystem() diff --git a/python/fate_flow/entity/spec/dag/_computing.py b/python/fate_flow/entity/spec/dag/_computing.py index f786c357f..64934c644 100644 --- a/python/fate_flow/entity/spec/dag/_computing.py +++ b/python/fate_flow/entity/spec/dag/_computing.py @@ -43,6 +43,7 @@ class MetadataSpec(pydantic.BaseModel): class SparkComputingSpec(pydantic.BaseModel): class MetadataSpec(pydantic.BaseModel): computing_id: str + options: dict = {} type: Literal["spark"] metadata: MetadataSpec From 441290b48842b8ac9731d95ae9a3d3e17ed05a45 Mon Sep 17 00:00:00 2001 From: sagewe Date: Wed, 20 Dec 2023 21:59:26 +0800 Subject: [PATCH 410/482] sync code with FATE Signed-off-by: sagewe --- .../engine/storage/standalone/_standalone.py | 402 ++++++++++-------- 1 file changed, 217 insertions(+), 185 deletions(-) diff --git a/python/fate_flow/engine/storage/standalone/_standalone.py b/python/fate_flow/engine/storage/standalone/_standalone.py index 2cbf586ed..21f54c15f 100644 --- a/python/fate_flow/engine/storage/standalone/_standalone.py +++ b/python/fate_flow/engine/storage/standalone/_standalone.py @@ -19,7 +19,6 @@ import logging import logging.config import os -from typing import Callable, Any, Iterable, Optional import shutil import signal import threading @@ -31,6 +30,7 @@ from heapq import heapify, heappop, heapreplace from operator import is_not from pathlib import Path +from typing import Callable, Any, Iterable, Optional from typing import List, Tuple, Literal import cloudpickle as f_pickle @@ -38,6 +38,8 @@ PartyMeta = Tuple[Literal["guest", "host", "arbiter", "local"], str] +logger = logging.getLogger(__name__) + def _watch_thread_react_to_parent_die(ppid, logger_config): """ @@ -67,58 +69,73 @@ def f(): # initialize loggers if logger_config is not None: logging.config.dictConfig(logger_config) - # else: - # level = os.getenv("DEBUG_MODE_LOG_LEVEL", "DEBUG") - # try: - # import rich.logging - # - # logging_class = "rich.logging.RichHandler" - # logging_formatters = {} - # handlers = { - # "console": { - # "class": logging_class, - # "level": level, - # "filters": [], - # } - # } - # except ImportError: - # logging_class = "logging.StreamHandler" - # logging_formatters = { - # "console": { - # "format": "[%(levelname)s][%(asctime)-8s][%(process)s][%(module)s.%(funcName)s][line:%(lineno)d]: %(message)s" - # } - # } - # handlers = { - # "console": { - # "class": logging_class, - # "level": level, - # "formatter": "console", - # } - # } - # logging.config.dictConfig(dict( - # version=1, - # formatters=logging_formatters, - # handlers=handlers, - # filters={}, - # loggers={}, - # root=dict(handlers=["console"], level="DEBUG"), - # disable_existing_loggers=False, - # )) + + +class BasicProcessPool: + def __init__(self, pool, log_level): + self._pool = pool + self._exception_tb = {} + self.log_level = log_level + + def submit(self, func, process_infos): + features = [] + outputs = {} + num_partitions = len(process_infos) + + for p, process_info in enumerate(process_infos): + features.append( + self._pool.submit( + BasicProcessPool._process_wrapper, + func, + process_info, + self.log_level, + ) + ) + + from concurrent.futures import wait, FIRST_COMPLETED + + not_done = features + while not_done: + done, not_done = wait(not_done, return_when=FIRST_COMPLETED) + for f in done: + partition_id, output, e = f.result() + if e is not None: + logger.error(f"partition {partition_id} exec failed: {e}") + raise RuntimeError(f"Partition {partition_id} exec failed: {e}") + else: + outputs[partition_id] = output + + outputs = [outputs[p] for p in range(num_partitions)] + return outputs + + @classmethod + def _process_wrapper(cls, do_func, process_info, log_level): + try: + if log_level is not None: + pass + output = do_func(process_info) + return process_info.partition_id, output, None + except Exception as e: + logger.error(f"exception in rank {process_info.partition_id}: {e}") + return process_info.partition_id, None, e + + def shutdown(self): + self._pool.shutdown() # noinspection PyPep8Naming class Table(object): def __init__( - self, - session: "Session", - data_dir: str, - namespace: str, - name: str, - partitions, - key_serdes_type: int, - value_serdes_type: int, - partitioner_type: int, - need_cleanup=True, + self, + session: "Session", + data_dir: str, + namespace: str, + name: str, + partitions, + key_serdes_type: int, + value_serdes_type: int, + partitioner_type: int, + need_cleanup=True, ): self._need_cleanup = need_cleanup self._data_dir = data_dir @@ -226,16 +243,16 @@ def reduce(self, func): ) def binary_sorted_map_partitions_with_index( - self, - other: "Table", - binary_map_partitions_with_index_op: Callable[[int, Iterable, Iterable], Iterable], - key_serdes_type, - partitioner_type, - output_value_serdes_type, - need_cleanup=True, - output_name=None, - output_namespace=None, - output_data_dir=None, + self, + other: "Table", + binary_map_partitions_with_index_op: Callable[[int, Iterable, Iterable], Iterable], + key_serdes_type, + partitioner_type, + output_value_serdes_type, + need_cleanup=True, + output_name=None, + output_namespace=None, + output_data_dir=None, ): if output_data_dir is None: output_data_dir = self._data_dir @@ -271,19 +288,19 @@ def binary_sorted_map_partitions_with_index( ) def map_reduce_partitions_with_index( - self, - map_partition_op: Callable[[int, Iterable], Iterable], - reduce_partition_op: Optional[Callable[[Any, Any], Any]], - output_partitioner: Optional[Callable[[bytes, int], int]], - shuffle, - output_key_serdes_type, - output_value_serdes_type, - output_partitioner_type, - output_num_partitions, - need_cleanup=True, - output_name=None, - output_namespace=None, - output_data_dir=None, + self, + map_partition_op: Callable[[int, Iterable], Iterable], + reduce_partition_op: Optional[Callable[[Any, Any], Any]], + output_partitioner: Optional[Callable[[bytes, int], int]], + shuffle, + output_key_serdes_type, + output_value_serdes_type, + output_partitioner_type, + output_num_partitions, + need_cleanup=True, + output_name=None, + output_namespace=None, + output_data_dir=None, ): if output_data_dir is None: output_data_dir = self._data_dir @@ -397,7 +414,7 @@ def map_reduce_partitions_with_index( # drop cache table for p in range(self._partitions): with _get_env_with_data_dir( - intermediate_data_dir, intermediate_namespace, intermediate_name, str(p), write=True + intermediate_data_dir, intermediate_namespace, intermediate_name, str(p), write=True ) as env: db = env.open_db() with env.begin(write=True) as txn: @@ -468,35 +485,62 @@ def delete(self, k_bytes: bytes, partitioner: Callable[[bytes, int], int]): # noinspection PyMethodMayBeStatic class Session(object): - def __init__(self, session_id, data_dir: str, max_workers=None, logger_config=None): + def __init__( + self, + session_id, + data_dir: str, + max_workers=None, + logger_config=None, + executor_pool_cls=BasicProcessPool, + ): self.session_id = session_id self._data_dir = data_dir - self._pool = Executor( - max_workers=max_workers, - initializer=_watch_thread_react_to_parent_die, - initargs=( - os.getpid(), - logger_config, + self._max_workers = max_workers + if self._max_workers is None: + self._max_workers = os.cpu_count() + + self._enable_process_logger = True + if self._enable_process_logger: + log_level = logging.getLevelName(logger.getEffectiveLevel()) + else: + log_level = None + self._pool = executor_pool_cls( + pool=Executor( + max_workers=max_workers, + initializer=_watch_thread_react_to_parent_die, + initargs=( + os.getpid(), + logger_config, + ), ), + log_level=log_level, ) + @property + def data_dir(self): + return self._data_dir + + @property + def max_workers(self): + return self._max_workers + def __getstate__(self): # session won't be pickled pass - def load(self, name, namespace) -> Table: + def load(self, name, namespace): return _load_table(session=self, data_dir=self._data_dir, name=name, namespace=namespace) def create_table( - self, - name, - namespace, - partitions, - need_cleanup, - error_if_exist, - key_serdes_type, - value_serdes_type, - partitioner_type, + self, + name, + namespace, + partitions, + need_cleanup, + error_if_exist, + key_serdes_type, + value_serdes_type, + partitioner_type, ): return _create_table( session=self, @@ -513,13 +557,13 @@ def create_table( # noinspection PyUnusedLocal def parallelize( - self, - data: Iterable, - partition: int, - partitioner: Callable[[bytes], int], - key_serdes_type, - value_serdes_type, - partitioner_type, + self, + data: Iterable, + partition: int, + partitioner: Callable[[bytes, int], int], + key_serdes_type, + value_serdes_type, + partitioner_type, ): table = _create_table( session=self, @@ -557,17 +601,13 @@ def kill(self): self._pool.shutdown() def submit_reduce(self, func, data_dir: str, num_partitions: int, name: str, namespace: str): - futures = [] - for p in range(num_partitions): - futures.append( - self._pool.submit( - _do_reduce, - _ReduceProcess( - p, _TaskInputInfo(data_dir, namespace, name, num_partitions), _ReduceFunctorInfo(func) - ), - ) - ) - rs = [r.result() for r in futures] + rs = self._pool.submit( + _do_reduce, + [ + _ReduceProcess(p, _TaskInputInfo(data_dir, namespace, name, num_partitions), _ReduceFunctorInfo(func)) + for p in range(num_partitions) + ], + ) rs = [r for r in filter(partial(is_not, None), rs)] if len(rs) <= 0: return None @@ -577,19 +617,19 @@ def submit_reduce(self, func, data_dir: str, num_partitions: int, name: str, nam return rtn def _submit_map_reduce_partitions_with_index( - self, - _do_func, - mapper, - reducer, - input_data_dir: str, - input_num_partitions, - input_name, - input_namespace, - output_data_dir: str, - output_num_partitions, - output_name, - output_namespace, - output_partitioner=None, + self, + _do_func, + mapper, + reducer, + input_data_dir: str, + input_num_partitions, + input_name, + input_namespace, + output_data_dir: str, + output_num_partitions, + output_name, + output_namespace, + output_partitioner=None, ): input_info = _TaskInputInfo(input_data_dir, input_namespace, input_name, input_num_partitions) output_info = _TaskOutputInfo( @@ -597,7 +637,7 @@ def _submit_map_reduce_partitions_with_index( ) return self._submit_process( _do_func, - ( + [ _MapReduceProcess( partition_id=p, input_info=input_info, @@ -605,23 +645,23 @@ def _submit_map_reduce_partitions_with_index( operator_info=_MapReduceFunctorInfo(mapper=mapper, reducer=reducer), ) for p in range(max(input_num_partitions, output_num_partitions)) - ), + ], ) def _submit_sorted_binary_map_partitions_with_index( - self, - func, - do_func, - num_partitions: int, - first_input_data_dir: str, - first_input_name: str, - first_input_namespace: str, - second_input_data_dir: str, - second_input_name: str, - second_input_namespace: str, - output_data_dir: str, - output_name: str, - output_namespace: str, + self, + func, + do_func, + num_partitions: int, + first_input_data_dir: str, + first_input_name: str, + first_input_namespace: str, + second_input_data_dir: str, + second_input_name: str, + second_input_namespace: str, + output_data_dir: str, + output_name: str, + output_namespace: str, ): first_input_info = _TaskInputInfo( first_input_data_dir, first_input_namespace, first_input_name, num_partitions @@ -632,7 +672,7 @@ def _submit_sorted_binary_map_partitions_with_index( output_info = _TaskOutputInfo(output_data_dir, output_namespace, output_name, num_partitions, partitioner=None) return self._submit_process( do_func, - ( + [ _BinarySortedMapProcess( partition_id=p, first_input_info=first_input_info, @@ -641,20 +681,11 @@ def _submit_sorted_binary_map_partitions_with_index( operator_info=_BinarySortedMapFunctorInfo(func), ) for p in range(num_partitions) - ), + ], ) def _submit_process(self, do_func, process_infos): - futures = [] - for process_info in process_infos: - futures.append( - self._pool.submit( - do_func, - process_info, - ) - ) - results = [r.result() for r in futures] - return results + return self._pool.submit(do_func, process_infos) class Federation(object): @@ -671,11 +702,11 @@ def __init__(self, session: Session, data_dir: str, session_id: str, party: Tupl self._federation_status_table_cache = None self._federation_object_table_cache = None - self._meta = _FederationMetaManager(session_id, data_dir, party) + self._meta = _FederationMetaManager(session_id=session_id, data_dir=data_dir, party=party) @classmethod def create(cls, session: Session, session_id: str, party: Tuple[str, str]): - federation = cls(session, session._data_dir, session_id, party) + federation = cls(session, session.data_dir, session_id, party) return federation def destroy(self): @@ -698,6 +729,7 @@ def pull_table(self, name: str, tag: str, parties: List[PartyMeta]) -> List[Tabl results: List[bytes] = [] for party in parties: _tagged_key = self._federation_object_key(name, tag, party, self._party) + results.append(self._meta.wait_status_set(_tagged_key)) rtn = [] @@ -728,16 +760,16 @@ def pull_bytes(self, name: str, tag: str, parties: List[PartyMeta]) -> List[byte def _create_table( - session: "Session", - data_dir: str, - name: str, - namespace: str, - partitions: int, - key_serdes_type: int, - value_serdes_type: int, - partitioner_type: int, - need_cleanup=True, - error_if_exist=False, + session: "Session", + data_dir: str, + name: str, + namespace: str, + partitions: int, + key_serdes_type: int, + value_serdes_type: int, + partitioner_type: int, + need_cleanup=True, + error_if_exist=False, ): assert isinstance(name, str) assert isinstance(namespace, str) @@ -859,10 +891,10 @@ def get_reducer(self): class _ReduceProcess: def __init__( - self, - partition_id: int, - input_info: _TaskInputInfo, - operator_info: _ReduceFunctorInfo, + self, + partition_id: int, + input_info: _TaskInputInfo, + operator_info: _ReduceFunctorInfo, ): self.partition_id = partition_id self.input_info = input_info @@ -880,11 +912,11 @@ def get_reducer(self): class _MapReduceProcess: def __init__( - self, - partition_id: int, - input_info: _TaskInputInfo, - output_info: _TaskOutputInfo, - operator_info: _MapReduceFunctorInfo, + self, + partition_id: int, + input_info: _TaskInputInfo, + output_info: _TaskOutputInfo, + operator_info: _MapReduceFunctorInfo, ): self.partition_id = partition_id self.input_info = input_info @@ -930,12 +962,12 @@ def get_reducer(self): class _BinarySortedMapProcess: def __init__( - self, - partition_id, - first_input_info: _TaskInputInfo, - second_input_info: _TaskInputInfo, - output_info: _TaskOutputInfo, - operator_info: _BinarySortedMapFunctorInfo, + self, + partition_id, + first_input_info: _TaskInputInfo, + second_input_info: _TaskInputInfo, + output_info: _TaskOutputInfo, + operator_info: _BinarySortedMapFunctorInfo, ): self.partition_id = partition_id self.first_input = first_input_info @@ -1009,7 +1041,7 @@ def _open_env(path, write=False): return env except lmdb.Error as e: if "No such file or directory" in e.args[0]: - time.sleep(0.01) + time.sleep(0.001) t += 1 else: raise e @@ -1104,7 +1136,7 @@ def _do_mrwi_shuffle_read_and_reduce(p: _MapReduceProcess): dst_txn = p.get_output_transaction(p.partition_id, s) for input_partition_id in range(p.get_input_partition_num()): for k_bytes, v_bytes in p.get_input_cursor( - s, pid=_get_shuffle_partition_id(input_partition_id, p.partition_id) + s, pid=_get_shuffle_partition_id(input_partition_id, p.partition_id) ): _, key = _deserialize_shuffle_write_key(k_bytes) if (old := dst_txn.get(key)) is None: @@ -1139,7 +1171,7 @@ def __init__(self, data_dir: str, session_id, party: Tuple[str, str]) -> None: def wait_status_set(self, key: bytes) -> bytes: value = self.get_status(key) while value is None: - time.sleep(0.1) + time.sleep(0.001) value = self.get_status(key) return key @@ -1214,14 +1246,14 @@ def _get_meta_env(cls, data_dir: str, namespace: str, name: str): @classmethod def add_table_meta( - cls, - data_dir: str, - namespace: str, - name: str, - num_partitions: int, - key_serdes_type: int, - value_serdes_type: int, - partitioner_type: int, + cls, + data_dir: str, + namespace: str, + name: str, + num_partitions: int, + key_serdes_type: int, + value_serdes_type: int, + partitioner_type: int, ): k_bytes, env = cls._get_meta_env(data_dir, namespace, name) meta = _TableMeta(num_partitions, key_serdes_type, value_serdes_type, partitioner_type) From 691359a7b3182508a2407af2d0b836c42576f786 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 20 Dec 2023 22:59:32 +0800 Subject: [PATCH 411/482] check components Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/flow_hub.py | 3 +++ python/fate_flow/hub/provider/local.py | 14 ++++++++++++++ .../fate_flow/manager/service/provider_manager.py | 5 +++++ python/fate_flow/utils/permission_utils.py | 4 +++- 4 files changed, 25 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/hub/flow_hub.py b/python/fate_flow/hub/flow_hub.py index 66b779b29..c323d9e2b 100644 --- a/python/fate_flow/hub/flow_hub.py +++ b/python/fate_flow/hub/flow_hub.py @@ -35,6 +35,9 @@ def load_provider_entrypoint(provider: ComponentProvider): if provider.name == ProviderName.FATE and provider.device == ProviderDevice.LOCAL: from fate_flow.hub.provider.local import LocalFateEntrypoint entrypoint = LocalFateEntrypoint(provider) + elif provider.name == ProviderName.FATE_FLOW: + from fate_flow.hub.provider.local import FATEFLowEntrypoint + entrypoint = FATEFLowEntrypoint(provider) elif provider.device == ProviderDevice.DOCKER: from fate_flow.hub.provider.docker import DockerEntrypoint entrypoint = DockerEntrypoint(provider) diff --git a/python/fate_flow/hub/provider/local.py b/python/fate_flow/hub/provider/local.py index 6da73575f..a8538c9d8 100644 --- a/python/fate_flow/hub/provider/local.py +++ b/python/fate_flow/hub/provider/local.py @@ -35,3 +35,17 @@ def component_list(self): @property def component_description(self): return {} + + +class FATEFLowEntrypoint(EntrypointABC): + def __init__(self, provider): + self.provider = provider + + @property + def component_list(self): + from fate_flow.components.components import BUILDIN_COMPONENTS + return [component.name for component in BUILDIN_COMPONENTS] + + @property + def component_description(self): + return {} diff --git a/python/fate_flow/manager/service/provider_manager.py b/python/fate_flow/manager/service/provider_manager.py index f2a5ca978..388f1e250 100644 --- a/python/fate_flow/manager/service/provider_manager.py +++ b/python/fate_flow/manager/service/provider_manager.py @@ -141,6 +141,11 @@ def get_all_components(cls): component_list = cls._query(ComponentInfo, force=True) return list(set([component.f_component_name for component in component_list])) + @classmethod + def get_flow_components(cls): + component_list = cls._query(ComponentInfo, name="fate_flow", force=True) + return list(set([component.f_component_name for component in component_list])) + @classmethod @filter_parameters() def query_component_description(cls, **kwargs): diff --git a/python/fate_flow/utils/permission_utils.py b/python/fate_flow/utils/permission_utils.py index b60278028..fc28bce4f 100644 --- a/python/fate_flow/utils/permission_utils.py +++ b/python/fate_flow/utils/permission_utils.py @@ -21,6 +21,7 @@ from fate_flow.entity.spec.dag import DAGSchema from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import PermissionCheckParameters +from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.system_settings import PERMISSION_SWITCH from fate_flow.utils.api_utils import API @@ -29,12 +30,13 @@ def get_permission_parameters(role, party_id, initiator_party_id, job_info) -> P dag_schema = DAGSchema(**job_info) job_parser = JobParser(dag_schema) component_list = job_parser.component_ref_list(role, party_id) + fate_component_list = set(component_list) - set(ProviderManager.get_flow_components()) dataset_list = job_parser.dataset_list(role, party_id) component_parameters = job_parser.role_parameters(role, party_id) return PermissionCheckParameters( initiator_party_id=initiator_party_id, roles=dag_schema.dag.parties, - component_list=component_list, + component_list=fate_component_list, dataset_list=dataset_list, dag_schema=dag_schema.dict(), component_parameters=component_parameters From 1412ec780944db07ab1828d9c022cf83b2349ef2 Mon Sep 17 00:00:00 2001 From: sagewe Date: Thu, 21 Dec 2023 11:27:18 +0800 Subject: [PATCH 412/482] fix hdfs storage Signed-off-by: sagewe --- python/fate_flow/engine/storage/_session.py | 5 +++-- .../fate_flow/engine/storage/file/_session.py | 15 ++++++++++++++ .../fate_flow/engine/storage/file/_table.py | 7 +++---- .../fate_flow/engine/storage/hdfs/_session.py | 20 +++++++++++++++++++ .../fate_flow/engine/storage/hdfs/_table.py | 20 +++++++++++-------- 5 files changed, 53 insertions(+), 14 deletions(-) diff --git a/python/fate_flow/engine/storage/_session.py b/python/fate_flow/engine/storage/_session.py index a44d7e4ae..b24ce84ec 100644 --- a/python/fate_flow/engine/storage/_session.py +++ b/python/fate_flow/engine/storage/_session.py @@ -27,7 +27,7 @@ ) from fate_flow.engine.storage._table import StorageTableMeta -from fate_flow.entity.types import EngineType, StorageEngine, ComputingEngine +from fate_flow.entity.types import EngineType, StorageEngine from fate_flow.runtime.system_settings import ENGINES, COMPUTING_CONF from fate_flow.utils import base_utils from fate_flow.utils.log import getLogger @@ -129,6 +129,7 @@ def load( address, store_type, partitions, + options=None, **kwargs, ): raise NotImplementedError() @@ -167,7 +168,7 @@ def __init__(self, session_id: str = None, options=None): if options is None: options = {} self._storage_engine = ENGINES.get(EngineType.STORAGE, None) - self._storage_session: typing.Dict[StorageSessionABC] = {} + self._storage_session: typing.Dict[str, StorageSessionABC] = {} self._session_id = str(uuid.uuid1()) if not session_id else session_id self._logger = ( LOGGER diff --git a/python/fate_flow/engine/storage/file/_session.py b/python/fate_flow/engine/storage/file/_session.py index 8adb53a4a..6bb8d5ee6 100644 --- a/python/fate_flow/engine/storage/file/_session.py +++ b/python/fate_flow/engine/storage/file/_session.py @@ -28,6 +28,21 @@ def table(self, address: AddressABC, name, namespace, partitions, storage_type=N partitions=partitions) raise NotImplementedError(f"address type {type(address)} not supported with hdfs storage") + def load( + self, + name, + namespace, + address, + store_type, + partitions, + options=None, + **kwargs, + ): + if isinstance(address, FileAddress): + return StorageTable(address=address, name=name, namespace=namespace, + partitions=partitions, options=options) + raise NotImplementedError(f"address type {type(address)} not supported with hdfs storage") + def cleanup(self, name, namespace): pass diff --git a/python/fate_flow/engine/storage/file/_table.py b/python/fate_flow/engine/storage/file/_table.py index 65346994b..1ea703c43 100644 --- a/python/fate_flow/engine/storage/file/_table.py +++ b/python/fate_flow/engine/storage/file/_table.py @@ -16,25 +16,24 @@ import io import os +import struct from typing import Iterable, Tuple from pyarrow import fs from fate_flow.engine.storage import StorageTableBase, StorageEngine -from fate_flow.manager.outputs.data import DataManager from fate_flow.utils.log import getLogger -import struct LOGGER = getLogger() class FileCoder: @staticmethod - def encode(key, value): + def encode(key: bytes, value: bytes): size = struct.pack(">Q", len(key)) return (size + key + value).hex() @staticmethod - def decode(data: str): + def decode(data: str) -> Tuple[bytes, bytes]: data = bytes.fromhex(data) size = struct.unpack(">Q", data[:8])[0] key = data[8 : 8 + size] diff --git a/python/fate_flow/engine/storage/hdfs/_session.py b/python/fate_flow/engine/storage/hdfs/_session.py index 199798e55..e9f170360 100644 --- a/python/fate_flow/engine/storage/hdfs/_session.py +++ b/python/fate_flow/engine/storage/hdfs/_session.py @@ -33,6 +33,26 @@ def table(self, address: AddressABC, name, namespace, partitions, store_type=Non ) raise NotImplementedError(f"address type {type(address)} not supported with hdfs storage") + def load( + self, + name, + namespace, + address, + store_type, + partitions, + options=None, + **kwargs, + ): + if isinstance(address, HDFSAddress): + return StorageTable( + address=address, + name=name, + namespace=namespace, + partitions=partitions, + options=options + ) + raise NotImplementedError(f"address type {type(address)} not supported with hdfs storage") + def cleanup(self, name, namespace): pass diff --git a/python/fate_flow/engine/storage/hdfs/_table.py b/python/fate_flow/engine/storage/hdfs/_table.py index d9b0dd056..5ad70a2f4 100644 --- a/python/fate_flow/engine/storage/hdfs/_table.py +++ b/python/fate_flow/engine/storage/hdfs/_table.py @@ -20,7 +20,6 @@ from fate_flow.engine.storage import StorageTableBase from fate_flow.engine.storage._types import StorageEngine -from fate_flow.manager.outputs.data import DataManager from fate_flow.utils.log import getLogger import struct @@ -30,20 +29,16 @@ class HDFSCoder: @staticmethod - def encode(key: str, value: str): - key = key.encode("utf-8") - value = value.encode("utf-8") + def encode(key: bytes, value: bytes): size = struct.pack(">Q", len(key)) return (size + key + value).hex() @staticmethod - def decode(data: str) -> Tuple[str, str]: + def decode(data: str) -> Tuple[bytes, bytes]: data = bytes.fromhex(data) size = struct.unpack(">Q", data[:8])[0] key = data[8 : 8 + size] value = data[8 + size :] - key = key.decode("utf-8") - value = value.decode("utf-8") return key, value @@ -62,14 +57,23 @@ def __init__( address=address, partitions=partitions, options=options, - engine=StorageEngine.HDFS + engine=StorageEngine.HDFS, + key_serdes_type=0, + value_serdes_type=0, + partitioner_type=0, ) try: + # noinspection PyUnresolvedReferences from pyarrow import HadoopFileSystem HadoopFileSystem(self.path) except Exception as e: LOGGER.warning(f"load libhdfs failed: {e}") + # pyarrow.fs.HadoopFileSystem.from_uri(uri, **kwargs) supports the following formats: + # * ``HadoopFileSystem.from_uri('hdfs://localhost:8020/?user=test&replication=1')`` + # * ``HadoopFileSystem('localhost', port=8020, user='test', replication=1)`` + # your IDE may complain about the following line, but it works. + # noinspection PyArgumentList self._hdfs_client = fs.HadoopFileSystem.from_uri(self.path) def check_address(self): From 4600fe8f6095c295828c86776ea4cc0315941c53 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 21 Dec 2023 15:30:14 +0800 Subject: [PATCH 413/482] update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-docker.txt | 8 ++++++++ python/requirements-fate.txt | 22 ++++++++++++++++++++++ python/setup.py | 1 + 3 files changed, 31 insertions(+) create mode 100644 python/requirements-docker.txt create mode 100644 python/requirements-fate.txt diff --git a/python/requirements-docker.txt b/python/requirements-docker.txt new file mode 100644 index 000000000..d58644821 --- /dev/null +++ b/python/requirements-docker.txt @@ -0,0 +1,8 @@ +# fate flow +-r requirements-flow.txt + +# fate +-r requirements-fate.txt + +# container +-r requirements-container.txt diff --git a/python/requirements-fate.txt b/python/requirements-fate.txt new file mode 100644 index 000000000..283df32e6 --- /dev/null +++ b/python/requirements-fate.txt @@ -0,0 +1,22 @@ +lmdb==1.3.0 +fate_utils +pydantic==1.10.12 +cloudpickle==2.1.0 +click +ruamel-yaml==0.16 +numpy +pandas==2.0.3 +transformers==4.30.2 +accelerate==0.20.2 +beautifultable +requests<2.26.0 +scikit-learn +omegaconf +rich +opentelemetry-api +opentelemetry-sdk +opentelemetry-exporter-otlp-proto-grpc +mmh3==3.0.0 +protobuf==4.24.4 +grpcio==1.59.3 +safetensors==0.4.1 \ No newline at end of file diff --git a/python/setup.py b/python/setup.py index d3869c0e0..df8cf62b3 100644 --- a/python/setup.py +++ b/python/setup.py @@ -29,6 +29,7 @@ "cos-python-sdk-v5", "typing-extensions", "ruamel-yaml==0.16", + "boto3" ] extras_require = { "rabbitmq": ["pika==1.2.1"], From ae96304c05a5dd614ad0eb0b41ac72f3a980922a Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 21 Dec 2023 15:46:29 +0800 Subject: [PATCH 414/482] update Signed-off-by: zhihuiwan <15779896112@163.com> --- examples/dag/asymmetric/union.yaml | 131 --------- examples/dag/deepspeed/nn_ds.yaml | 268 ------------------ examples/dag/lr/predict_lr.yaml | 212 -------------- python/fate_flow/_info.py | 2 +- .../adapter/bfia/apps/interconn_app.py | 36 +-- .../bfia/translator/test/test_translation.py | 114 -------- python/fate_flow/runtime/system_settings.py | 6 +- 7 files changed, 21 insertions(+), 748 deletions(-) delete mode 100644 examples/dag/asymmetric/union.yaml delete mode 100644 examples/dag/deepspeed/nn_ds.yaml delete mode 100644 examples/dag/lr/predict_lr.yaml delete mode 100644 python/fate_flow/adapter/bfia/translator/test/test_translation.py diff --git a/examples/dag/asymmetric/union.yaml b/examples/dag/asymmetric/union.yaml deleted file mode 100644 index 58e3fbb2f..000000000 --- a/examples/dag/asymmetric/union.yaml +++ /dev/null @@ -1,131 +0,0 @@ -dag: - parties: - - party_id: ['9999'] - role: guest - - party_id: ['10000', '9999'] - role: host - party_tasks: - guest_9999: - parties: - - party_id: ['9999'] - role: guest - tasks: - reader_0: - parameters: {name: breast_hetero_guest, namespace: experiment} - host_10000: - parties: - - party_id: ['10000'] - role: host - tasks: - reader_0: - parameters: {name: breast_hetero_host, namespace: experiment} - reader_1: - parameters: {name: breast_hetero_host, namespace: experiment} - host_9999: - parties: - - party_id: ['9999'] - role: host - tasks: - reader_0: - parameters: {name: breast_hetero_host, namespace: experiment} - reader_1: - parameters: {name: breast_hetero_host, namespace: experiment} - reader_2: - parameters: {name: breast_hetero_host, namespace: experiment} - stage: default - tasks: - psi_0: - component_ref: psi - conf: {} - dependent_tasks: [reader_0, union_0] - inputs: - data: - input_data: - task_output_artifact: - - output_artifact_key: output_data - parties: - - party_id: ['9999'] - role: guest - producer_task: reader_0 - - output_artifact_key: output_data - parties: - - party_id: ['9999', '10000'] - role: host - producer_task: union_0 - parameters: {} - parties: - - party_id: ['9999'] - role: guest - - party_id: ['10000', '9999'] - role: host - stage: default - psi_1: - component_ref: psi - conf: {} - dependent_tasks: [reader_0] - inputs: - data: - input_data: - task_output_artifact: - output_artifact_key: data_output - parties: - - party_id: ['9999'] - role: guest - - party_id: ['9999', '10000'] - role: host - producer_task: reader_0 - parameters: {} - parties: - - party_id: ['9999'] - role: guest - - party_id: ['10000', '9999'] - role: host - stage: default - reader_0: - component_ref: reader - conf: {} - parameters: {} - reader_1: - component_ref: reader - conf: {} - parameters: {} - parties: - - party_id: ['10000', '9999'] - role: host - reader_2: - component_ref: reader - conf: {} - parameters: {} - parties: - - party_id: ['9999'] - role: host - union_0: - component_ref: union - conf: {} - dependent_tasks: [reader_1, reader_2, reader_0] - inputs: - data: - input_data_list: - task_output_artifact: - - output_artifact_key: data_output - parties: - - party_id: ['9999', '10000'] - role: host - producer_task: reader_0 - - output_artifact_key: data_output - parties: - - party_id: ['9999', '10000'] - role: host - producer_task: reader_1 - - output_artifact_key: data_output - parties: - - party_id: ['9999'] - role: host - producer_task: reader_2 - parameters: {} - parties: - - party_id: ['10000', '9999'] - role: host - stage: default -schema_version: 2.0.0.beta - diff --git a/examples/dag/deepspeed/nn_ds.yaml b/examples/dag/deepspeed/nn_ds.yaml deleted file mode 100644 index 2ad545d1d..000000000 --- a/examples/dag/deepspeed/nn_ds.yaml +++ /dev/null @@ -1,268 +0,0 @@ -dag: - conf: - cores: 8 - parties: - - party_id: ['9999'] - role: guest - - party_id: ['10000'] - role: host - - party_id: ['10000'] - role: arbiter - party_tasks: - guest_9999: - parties: - - party_id: ['9999'] - role: guest - tasks: - nn_0: - inputs: - data: - train_data: - data_warehouse: - name: breast_homo_guest - namespace: experiment - roles: [guest] - parameters: - runner_conf: - algo: fedavg - data_collator_conf: null - dataset_conf: null - fed_args_conf: {aggregate_freq: 1, aggregate_strategy: epochs, aggregator: secure_aggregate} - loss_conf: - item_name: BCELoss - kwargs: {reduce: null, reduction: mean, size_average: null, weight: null} - module_name: torch.nn - model_conf: - item_name: load_seq - kwargs: - seq_conf: - 0: - item_name: Linear - kwargs: {bias: true, device: null, dtype: null, in_features: 30, - out_features: 16} - module_name: torch.nn - 1: - item_name: ReLU - kwargs: {inplace: false} - module_name: torch.nn - 2: - item_name: Linear - kwargs: {bias: true, device: null, dtype: null, in_features: 16, - out_features: 1} - module_name: torch.nn - 3: - item_name: Sigmoid - kwargs: {} - module_name: torch.nn - module_name: fate.components.components.nn.torch.base - optimizer_conf: - item_name: Adam - kwargs: - amsgrad: false - betas: [0.9, 0.999] - eps: 1e-08 - lr: 0.01 - weight_decay: 0 - module_name: torch.optim - task_type: binary - tokenizer_conf: null - training_args_conf: - deepspeed: - fp16: {enabled: false} - optimizer: - params: {lr: 0.0005} - type: Adam - scheduler: - params: {warmup_min_lr: 0} - type: WarmupLR - train_batch_size: auto - train_micro_batch_size_per_gpu: 16 - zero_optimization: {allgather_bucket_size: 500000000.0, allgather_partitions: true, - contiguous_gradients: true, overlap_comm: false, reduce_bucket_size: 500000000.0, - reduce_scatter: true, stage: 3, stage3_gather_16bit_weights_on_model_save: true} - disable_tqdm: true - logging_strategy: epoch - lr_scheduler_type: constant - num_train_epochs: 10 - per_device_train_batch_size: 64 - save_strategy: no - seed: 114514 - conf: - launcher_name: deepspeed - engine_run: - cores: 4 - host_10000: - parties: - - party_id: ['10000'] - role: host - tasks: - nn_0: - inputs: - data: - train_data: - data_warehouse: - name: breast_homo_host - namespace: experiment - roles: [host] - parameters: - runner_conf: - algo: fedavg - data_collator_conf: null - dataset_conf: null - fed_args_conf: {aggregate_freq: 1, aggregate_strategy: epochs, aggregator: secure_aggregate} - loss_conf: - item_name: BCELoss - kwargs: {reduce: null, reduction: mean, size_average: null, weight: null} - module_name: torch.nn - model_conf: - item_name: load_seq - kwargs: - seq_conf: - 0: - item_name: Linear - kwargs: {bias: true, device: null, dtype: null, in_features: 30, - out_features: 16} - module_name: torch.nn - 1: - item_name: ReLU - kwargs: {inplace: false} - module_name: torch.nn - 2: - item_name: Linear - kwargs: {bias: true, device: null, dtype: null, in_features: 16, - out_features: 1} - module_name: torch.nn - 3: - item_name: Sigmoid - kwargs: {} - module_name: torch.nn - module_name: fate.components.components.nn.torch.base - optimizer_conf: - item_name: Adam - kwargs: - amsgrad: false - betas: [0.9, 0.999] - eps: 1e-08 - lr: 0.01 - weight_decay: 0 - module_name: torch.optim - task_type: binary - tokenizer_conf: null - training_args_conf: - deepspeed: - fp16: {enabled: false} - optimizer: - params: {lr: 0.0005} - type: Adam - scheduler: - params: {warmup_min_lr: 0} - type: WarmupLR - train_batch_size: auto - train_micro_batch_size_per_gpu: 16 - zero_optimization: {allgather_bucket_size: 500000000.0, allgather_partitions: true, - contiguous_gradients: true, overlap_comm: false, reduce_bucket_size: 500000000.0, - reduce_scatter: true, stage: 3, stage3_gather_16bit_weights_on_model_save: true} - disable_tqdm: true - logging_strategy: epoch - lr_scheduler_type: constant - num_train_epochs: 10 - per_device_train_batch_size: 64 - save_strategy: no - seed: 114514 - conf: - launcher_name: deepspeed - engine_run: - cores: 4 - stage: train - tasks: - eval_0: - component_ref: evaluation - dependent_tasks: [nn_0] - inputs: - data: - input_data: - task_output_artifact: - - output_artifact_key: train_data_output - producer_task: nn_0 - roles: [guest] - parameters: - label_column_name: null - metrics: [auc] - predict_column_name: null - parties: - - party_id: ['9999'] - role: guest - stage: default - nn_0: - component_ref: homo_nn - inputs: - data: {} - model: {} - parameters: - runner_conf: - algo: fedavg - data_collator_conf: null - dataset_conf: null - fed_args_conf: {aggregate_freq: 1, aggregate_strategy: epochs, aggregator: secure_aggregate} - loss_conf: - item_name: BCELoss - kwargs: {reduce: null, reduction: mean, size_average: null, weight: null} - module_name: torch.nn - model_conf: - item_name: load_seq - kwargs: - seq_conf: - 0: - item_name: Linear - kwargs: {bias: true, device: null, dtype: null, in_features: 30, - out_features: 16} - module_name: torch.nn - 1: - item_name: ReLU - kwargs: {inplace: false} - module_name: torch.nn - 2: - item_name: Linear - kwargs: {bias: true, device: null, dtype: null, in_features: 16, - out_features: 1} - module_name: torch.nn - 3: - item_name: Sigmoid - kwargs: {} - module_name: torch.nn - module_name: fate.components.components.nn.torch.base - optimizer_conf: - item_name: Adam - kwargs: - amsgrad: false - betas: [0.9, 0.999] - eps: 1e-08 - lr: 0.01 - weight_decay: 0 - module_name: torch.optim - task_type: binary - tokenizer_conf: null - training_args_conf: - deepspeed: - fp16: {enabled: false} - optimizer: - params: {lr: 0.0005} - type: Adam - scheduler: - params: {warmup_min_lr: 0} - type: WarmupLR - train_batch_size: auto - train_micro_batch_size_per_gpu: 16 - zero_optimization: {allgather_bucket_size: 500000000.0, allgather_partitions: true, - contiguous_gradients: true, overlap_comm: false, reduce_bucket_size: 500000000.0, - reduce_scatter: true, stage: 3, stage3_gather_16bit_weights_on_model_save: true} - disable_tqdm: true - logging_strategy: epoch - lr_scheduler_type: constant - num_train_epochs: 10 - per_device_train_batch_size: 64 - save_strategy: no - seed: 114514 -schema_version: 2.0.0.beta - - diff --git a/examples/dag/lr/predict_lr.yaml b/examples/dag/lr/predict_lr.yaml deleted file mode 100644 index fe3ed16d9..000000000 --- a/examples/dag/lr/predict_lr.yaml +++ /dev/null @@ -1,212 +0,0 @@ -dag: - conf: - model_warehouse: - model_id: '202309081631313722080' - model_version: '0' - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '9998' - role: host - - party_id: - - '9998' - role: arbiter - party_tasks: - guest_9999: - parties: - - party_id: - - '9999' - role: guest - tasks: - psi_0: - inputs: - data: - input_data: - data_warehouse: - name: breast_hetero_guest - namespace: experiment - roles: - - guest - host_9998: - parties: - - party_id: - - '9998' - role: host - tasks: - psi_0: - inputs: - data: - input_data: - data_warehouse: - name: breast_hetero_host - namespace: experiment - roles: - - host - stage: predict - tasks: - binning_0: - component_ref: hetero_feature_binning - dependent_tasks: - - scale_0 - inputs: - data: - test_data: - task_output_artifact: - output_artifact_key: test_output_data - producer_task: scale_0 - model: - input_model: - model_warehouse: - output_artifact_key: output_model - producer_task: binning_0 - parameters: - adjustment_factor: 0.5 - bin_col: null - bin_idx: null - category_col: null - category_idx: null - local_only: false - method: quantile - n_bins: 10 - relative_error: 1.0e-06 - skip_metrics: false - split_pt_dict: null - transform_method: null - use_anonymous: false - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '9998' - role: host - evaluation_0: - component_ref: evaluation - dependent_tasks: - - lr_0 - inputs: - data: - input_data: - task_output_artifact: - - output_artifact_key: test_output_data - producer_task: lr_0 - roles: - - guest - parameters: - default_eval_setting: binary - label_column_name: null - metrics: null - predict_column_name: null - parties: - - party_id: - - '9999' - role: guest - stage: default - lr_0: - component_ref: coordinated_lr - dependent_tasks: - - selection_0 - inputs: - data: - test_data: - task_output_artifact: - output_artifact_key: test_output_data - producer_task: selection_0 - roles: - - guest - - host - model: - input_model: - model_warehouse: - output_artifact_key: output_model - producer_task: lr_0 - roles: - - guest - - host - parameters: - batch_size: null - early_stop: diff - epochs: 10 - floating_point_precision: 23 - output_cv_data: true - threshold: 0.5 - tol: 0.0001 - psi_0: - component_ref: psi - inputs: - data: {} - parameters: {} - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '9998' - role: host - stage: default - scale_0: - component_ref: feature_scale - dependent_tasks: - - psi_0 - inputs: - data: - test_data: - task_output_artifact: - output_artifact_key: output_data - producer_task: psi_0 - model: - input_model: - model_warehouse: - output_artifact_key: output_model - producer_task: scale_0 - parameters: - feature_range: null - method: standard - scale_col: null - scale_idx: null - strict_range: true - use_anonymous: false - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '9998' - role: host - selection_0: - component_ref: hetero_feature_selection - dependent_tasks: - - scale_0 - inputs: - data: - test_data: - task_output_artifact: - output_artifact_key: test_output_data - producer_task: scale_0 - model: - input_model: - model_warehouse: - output_artifact_key: train_output_model - producer_task: selection_0 - parameters: - iv_param: - filter_type: threshold - metrics: iv - threshold: 0.1 - keep_one: true - manual_param: null - method: - - iv - select_col: null - statistic_param: null - use_anonymous: false - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '9998' - role: host -schema_version: 2.0.0.beta diff --git a/python/fate_flow/_info.py b/python/fate_flow/_info.py index 2af52a733..319c98fb7 100644 --- a/python/fate_flow/_info.py +++ b/python/fate_flow/_info.py @@ -12,5 +12,5 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -__version__ = "2.0.0-beta" +__version__ = "2.0.0" __provider__ = "fate_flow" diff --git a/python/fate_flow/adapter/bfia/apps/interconn_app.py b/python/fate_flow/adapter/bfia/apps/interconn_app.py index 3828c20e9..0e32fd1ba 100644 --- a/python/fate_flow/adapter/bfia/apps/interconn_app.py +++ b/python/fate_flow/adapter/bfia/apps/interconn_app.py @@ -19,15 +19,15 @@ @API.Input.json(config=fields.Dict(required=True)) @API.Input.json(old_job_id=fields.String(required=False)) def create_job_all(job_id, dag, config, flow_id=None, old_job_id=None): - dag_schema = { - "dag": { - "dag": dag, - "config": config, - "flow_id": flow_id, - "old_job_id": old_job_id - }, - "schema_version": apps.__version__ - } + dag_schema = dict( + dag=dict( + dag=dag, + config=config, + flow_id=flow_id, + old_job_id=old_job_id + ), + schema_version=apps.__version__ + ) submit_result = BfiaScheduler.create_all_job(job_id=job_id, dag=dag_schema) return API.Output.json(**submit_result) @@ -87,15 +87,15 @@ def callback_task(task_id, role, status, x_node_id): @API.Input.json(config=fields.Dict(required=True)) @API.Input.json(old_job_id=fields.String(required=False)) def create_job(job_id, dag, config, flow_id="", old_job_id=""): - dag_schema = { - "dag": { - "dag": dag, - "config": config, - "flow_id": flow_id, - "old_job_id": old_job_id - }, - "schema_version": apps.__version__ - } + dag_schema = dict( + dag=dict( + dag=dag, + config=config, + flow_id=flow_id, + old_job_id=old_job_id + ), + schema_version=apps.__version__ + ) BfiaJobController.create_local_jobs(job_id=job_id, dag=dag_schema) return API.Output.json() diff --git a/python/fate_flow/adapter/bfia/translator/test/test_translation.py b/python/fate_flow/adapter/bfia/translator/test/test_translation.py deleted file mode 100644 index 4a438fc2d..000000000 --- a/python/fate_flow/adapter/bfia/translator/test/test_translation.py +++ /dev/null @@ -1,114 +0,0 @@ -import json -import pathlib -import argparse -import pprint - -from fate_client.pipeline.adapters.bfia.translator.component_spec import BFIAComponentSpec -from fate_client.pipeline.adapters.bfia.translator.dag_spec import DagSchemaSpec, BFIADagSpec -from fate_client.pipeline.adapters.bfia.translator.dsl_translator import Translator -from fate_client.pipeline.scheduler.dag_parser import DagParser - - -def load_component_specs(component_spec_directory): - files = { - "HeteroLR": "hetero_lr.json", - "Intersection": "rsa.json", - "HeteroSecureBoost": "hetero_sbt.json" - } - - _component_specs = dict() - for cpn, file_path in files.items(): - path = pathlib.Path(component_spec_directory).joinpath(file_path) - with open(path, "r") as fin: - buf = json.loads(fin.read()) - - _component_specs[cpn] = BFIAComponentSpec(**buf) - - return _component_specs - - -def load_bfia_dag_schema(bfia_dag_path): - with open(bfia_dag_path, "r") as fin: - buf = json.loads(fin.read()) - - dag_spec = BFIADagSpec(**buf) - bfia_schema = DagSchemaSpec(kind="bfia", schema_version="2.0.0", dag=dag_spec) - - return bfia_schema - - -if __name__ == "__main__": - parser = argparse.ArgumentParser(description='Test translation') - parser.add_argument("--component_definition_directory", help="directory to load component specs") - parser.add_argument("--bfia_dag_schema", help="path to load bfia_dag") - - args = parser.parse_args() - - component_specs = load_component_specs(args.component_definition_directory) - bfia_dag_schema = load_bfia_dag_schema(args.bfia_dag_schema) - - dag_schema = Translator.translate_bfia_dag_to_dag(bfia_dag_schema, component_specs) - pprint.pprint(dag_schema.dict(exclude_defaults=True)) - print("\n\n\n") - - dag_parser = DagParser() - dag_parser.parse_dag(dag_schema) - party_id = "JG0100001100000000" - print (f"runtime roles on party_id = {party_id} is {dag_parser.get_runtime_roles_on_party('intersect_rsa_1', party_id=party_id)}") - nodes = list(dag_parser.topological_sort()) - assert nodes == ["intersect_rsa_1", "hetero_secureboost_1"], nodes - intersect_rsa_1 = dag_parser.get_task_node(nodes[0]) - hetero_secureboost_1 = dag_parser.get_task_node(nodes[1]) - print("########## parameters is : ##########") - pprint.pprint(intersect_rsa_1.runtime_parameters) - print("\n") - pprint.pprint(hetero_secureboost_1.runtime_parameters) - print ("########## show parameters over #########\n") - - print("########## runtime parties ##########") - pprint.pprint(intersect_rsa_1.runtime_parties) - print("\n") - pprint.pprint(hetero_secureboost_1.runtime_parties) - print("######### show runtime parties over ##########\n") - - print("########## runtime roles ##########") - pprint.pprint(intersect_rsa_1.runtime_roles) - print("\n") - pprint.pprint(hetero_secureboost_1.runtime_roles) - print("######### show runtime roles over ##########\n") - - print("########## upstream inputs ##########") - pprint.pprint(intersect_rsa_1.upstream_inputs) - print("\n") - pprint.pprint(hetero_secureboost_1.upstream_inputs) - print("######### show upstream inputs over ##########\n") - - print("########## component ref ##########") - pprint.pprint(intersect_rsa_1.component_ref) - print("\n") - pprint.pprint(hetero_secureboost_1.component_ref) - print("######### show component ref over ##########\n") - - print("########## conf ##########") - pprint.pprint(intersect_rsa_1.conf) - print("\n") - pprint.pprint(hetero_secureboost_1.conf) - print("######### show conf over ##########\n") - - print("########## outputs ##########") - pprint.pprint(intersect_rsa_1.outputs) - print("\n") - pprint.pprint(hetero_secureboost_1.outputs) - print("######### show outputs over ##########\n") - - pprint.pprint(dag_parser.translate_dag("bfia", "fate", bfia_dag_schema, component_specs=component_specs)) - pprint.pprint(dag_parser.translate_dag("fate", "bfia", dag_schema, component_specs=component_specs)) - """ - translated_bfia_dag_schema = Translator.translate_dag_to_bfia_dag(dag_schema, component_specs) - print("\n\n\n\n") - - pprint.pprint(translated_bfia_dag_schema.dict(exclude_defaults=True)) - - print("\n\n\n\n") - pprint.pprint(bfia_dag_schema.dict(exclude_defaults=True)) - """ diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index 74404a98c..245c864e6 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -107,7 +107,8 @@ LOG_DIR = LOG_DIR or get_fate_flow_directory("logs") JOB_DIR = JOB_DIR or get_fate_flow_directory("jobs") MODEL_STORE_PATH = MODEL_DIR or os.path.join(get_fate_flow_directory(), "model") -LOCAL_DATA_STORE_PATH = DATA_DIR or os.path.join(get_fate_flow_directory(), "data") +STANDALONE_DATA_HOME = DATA_DIR or os.path.join(file_utils.get_fate_flow_directory(), "data") +LOCALFS_DATA_HOME = DATA_DIR or os.path.join(file_utils.get_fate_flow_directory(), "localfs") TEMP_DIR = get_fate_flow_directory("temps") LOG_LEVEL = int(os.environ.get("LOG_LEVEL") or get_base_config("log_level", 10)) LOG_SHARE = False @@ -145,9 +146,6 @@ DEFAULT_OUTPUT_DATA_PARTITIONS = 16 -STANDALONE_DATA_HOME = os.path.join(file_utils.get_fate_flow_directory(), "data") -LOCALFS_DATA_HOME = os.path.join(file_utils.get_fate_flow_directory(), "localfs") - # hub module settings # define： xxx.class_name DEFAULT_COMPONENTS_WRAPS_MODULE = "fate_flow.hub.components_wraps.fate.FlowWraps" From b289aff5bf30d9a4642a7a00d60d97b3c126535b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 21 Dec 2023 17:47:50 +0800 Subject: [PATCH 415/482] update Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/worker_app.py | 32 ------- python/fate_flow/deepspeed_client.py | 84 ------------------- python/fate_flow/entity/types/_status.py | 4 +- .../fate_flow/runtime/job_default_config.py | 4 - python/fate_flow/utils/deepspeed_utils.py | 71 ---------------- python/fate_flow/worker/download_model.py | 39 --------- 6 files changed, 2 insertions(+), 232 deletions(-) delete mode 100644 python/fate_flow/apps/worker_app.py delete mode 100644 python/fate_flow/deepspeed_client.py delete mode 100644 python/fate_flow/utils/deepspeed_utils.py delete mode 100644 python/fate_flow/worker/download_model.py diff --git a/python/fate_flow/apps/worker_app.py b/python/fate_flow/apps/worker_app.py deleted file mode 100644 index adecd4565..000000000 --- a/python/fate_flow/apps/worker_app.py +++ /dev/null @@ -1,32 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -import os.path - -from flask import request - -from fate_arch.common.file_utils import load_json_conf -from fate_flow.utils.api_utils import get_json_result - -page_name = "worker" - - -@manager.route('/config/load', methods=['POST']) -def load_config(): - conf_path = request.json.get('config_path') - data = {} - if os.path.exists(conf_path): - data = load_json_conf(conf_path) - return get_json_result(data=data) diff --git a/python/fate_flow/deepspeed_client.py b/python/fate_flow/deepspeed_client.py deleted file mode 100644 index 9c7f7daa0..000000000 --- a/python/fate_flow/deepspeed_client.py +++ /dev/null @@ -1,84 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -import argparse - -from fate_flow.controller.engine_adapt import build_engine -from fate_flow.operation.job_saver import JobSaver - - -FUNC = ["query_status", "download_log", "download_model"] - - -def call_fun(func, args): - job_id = args.job_id - role = args.role - party_id = args.party_id - component_name = args.component_name - output_path = args.output_path - engine, task = load_engine(job_id, role, party_id, component_name) - if func == "query_status": - query_status(engine, task) - elif func == "download_log": - download_log(engine, task, output_path) - - elif func == "download_model": - download_model(engine, task, output_path) - - -def load_engine(job_id, role, party_id, component_name): - tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, component_name=component_name, run_on_this_party=True) - if tasks: - task = tasks[0] - if task.f_is_deepspeed: - deepspeed_engine = build_engine(task.f_engine_conf.get("computing_engine"), task.f_is_deepspeed) - return deepspeed_engine, task - else: - raise Exception(f"Not is a deepspeed task: job_id[{job_id}], role[{role}], party_id[{party_id}], component_name[{component_name}]") - else: - raise Exception(f"no found task: job_id[{job_id}], role[{role}], party_id[{party_id}], component_name[{component_name}]") - - -def query_status(engine, task): - status = engine._query_status(task) - print(status) - - -def download_log(engine, task, output_path): - engine.download_log(task, path=output_path) - print(output_path) - - -def download_model(engine, task, output_path): - engine.download_model(task, path=output_path) - print(output_path) - - -if __name__ == "__main__": - parser = argparse.ArgumentParser() - parser.add_argument('-f', '--function', type=str, - choices=FUNC, - required=True, - help="function to call") - parser.add_argument('-j', '--job_id', required=True, type=str, help="job id") - parser.add_argument('-r', '--role', required=True, type=str, help="role") - parser.add_argument('-p', '--party_id', required=True, type=str, help="party id") - parser.add_argument('-cpn', '--component_name', required=True, type=str, help="component name") - parser.add_argument('-o', '--output_path', required=False, type=str, help="output_path") - args = parser.parse_args() - config_data = {} - config_data.update(dict((k, v) for k, v in vars(args).items() if v is not None)) - - call_fun(args.function, args) diff --git a/python/fate_flow/entity/types/_status.py b/python/fate_flow/entity/types/_status.py index 0e763ce6e..7880dac63 100644 --- a/python/fate_flow/entity/types/_status.py +++ b/python/fate_flow/entity/types/_status.py @@ -63,7 +63,7 @@ class JobStatus(BaseStatus): class StateTransitionRule(BaseStateTransitionRule): RULES = { StatusSet.READY: [StatusSet.WAITING, StatusSet.CANCELED, StatusSet.TIMEOUT, StatusSet.FAILED], - StatusSet.WAITING: [StatusSet.RUNNING, StatusSet.CANCELED, StatusSet.TIMEOUT, StatusSet.FAILED, StatusSet.SUCCESS, StatusSet.PASS], + StatusSet.WAITING: [StatusSet.RUNNING, StatusSet.CANCELED, StatusSet.TIMEOUT, StatusSet.FAILED, StatusSet.SUCCESS], StatusSet.RUNNING: [StatusSet.CANCELED, StatusSet.TIMEOUT, StatusSet.FAILED, StatusSet.SUCCESS], StatusSet.CANCELED: [StatusSet.WAITING], StatusSet.TIMEOUT: [StatusSet.FAILED, StatusSet.SUCCESS, StatusSet.WAITING], @@ -83,7 +83,7 @@ class TaskStatus(BaseStatus): class StateTransitionRule(BaseStateTransitionRule): RULES = { - StatusSet.WAITING: [StatusSet.RUNNING, StatusSet.SUCCESS, StatusSet.PASS], + StatusSet.WAITING: [StatusSet.RUNNING, StatusSet.SUCCESS], StatusSet.RUNNING: [StatusSet.CANCELED, StatusSet.TIMEOUT, StatusSet.FAILED, StatusSet.PASS, StatusSet.SUCCESS], StatusSet.CANCELED: [StatusSet.WAITING], StatusSet.TIMEOUT: [StatusSet.FAILED, StatusSet.SUCCESS], diff --git a/python/fate_flow/runtime/job_default_config.py b/python/fate_flow/runtime/job_default_config.py index 3fd1684ac..95e7fc929 100644 --- a/python/fate_flow/runtime/job_default_config.py +++ b/python/fate_flow/runtime/job_default_config.py @@ -35,10 +35,6 @@ class JobDefaultConfig(ReloadConfigBase): task_device = None launcher = None - task_world_size = None - resource_waiting_timeout = None - task_process_classpath = None - @classmethod def load(cls): conf = file_utils.load_yaml_conf(FATE_FLOW_JOB_DEFAULT_CONFIG_PATH) diff --git a/python/fate_flow/utils/deepspeed_utils.py b/python/fate_flow/utils/deepspeed_utils.py deleted file mode 100644 index 6438fa81d..000000000 --- a/python/fate_flow/utils/deepspeed_utils.py +++ /dev/null @@ -1,71 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -import logging - -from fate_arch.common.log import getLogger -from fate_flow.db.runtime_config import RuntimeConfig -from fate_flow.entity.run_status import TaskStatus -from fate_flow.scheduling_apps.client import ControllerClient -from fate_flow.utils.log_utils import schedule_logger -from fate_flow.worker.base_worker import BaseWorker - - -class Submit(BaseWorker): - def _run(self): - try: - from eggroll.deepspeed.submit import client - client = client.DeepspeedJob(session_id=self.args.session_id) - config = self.args.config - schedule_logger(self.args.job_id).info(f"start submit deepspeed task {self.args.session_id}") - schedule_logger(self.args.job_id).info(f"submit config {config}") - client.submit( - world_size=config.get("world_size"), - command_arguments=config.get("command_arguments"), - environment_variables=config.get("environment_variables"), - files=config.get("files"), - resource_options=config.get("resource_options"), - options=config.get("options") - ) - schedule_logger(self.args.job_id).info(f"submit deepspeed task success") - - logger = getLogger() - threads = [] - for handle in logger.handlers: - handle.setFormatter(logging.Formatter("%(message)s")) - for _type in ["DEBUG", "INFO", "ERROR"]: - threads.extend( - client.write_logs_to(log_type=_type, logging=getattr(logger, _type.lower())) - ) - for thread in threads: - thread.join() - except Exception as e: - task_info = { - "job_id": self.args.job_id, - "role": self.args.role, - "party_id": self.args.party_id, - "task_id": self.args.task_id, - "task_version": self.args.task_version, - "component_name": self.args.component_name, - "party_status": TaskStatus.FAILED, - } - - RuntimeConfig.init_config(JOB_SERVER_HOST=self.args.job_server.split(':')[0], HTTP_PORT=self.args.job_server.split(':')[1]) - ControllerClient.report_task(task_info) - schedule_logger(self.args.job_id).exception(e) - - -if __name__ == "__main__": - Submit().run() diff --git a/python/fate_flow/worker/download_model.py b/python/fate_flow/worker/download_model.py deleted file mode 100644 index 9c0eb5bd6..000000000 --- a/python/fate_flow/worker/download_model.py +++ /dev/null @@ -1,39 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -from fate_flow.controller.engine_adapt import build_engine -from fate_flow.operation.job_saver import JobSaver -from fate_flow.utils.log_utils import schedule_logger -from fate_flow.worker.base_worker import BaseWorker - - -class DownloadModel(BaseWorker): - def _run(self): - deepspeed_engine = build_engine(self.args.computing_engine, True) - tasks = JobSaver.query_task( - task_id=self.args.task_id, - task_version=self.args.task_version, - job_id=self.args.job_id, - role=self.args.role, - party_id=self.args.party_id - ) - task = tasks[0] - schedule_logger(self.args.job_id).info("start download model") - deepspeed_engine.download_model(task) - schedule_logger(self.args.job_id).info("download model success") - - -if __name__ == '__main__': - DownloadModel().run() From adbbec4e8ffde1dc1b469a0c6fc5a07c0b5a060c Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Thu, 21 Dec 2023 19:28:37 +0800 Subject: [PATCH 416/482] fix headers params initiator_party_id Signed-off-by: chengtcc <864261919@qq.com> --- python/ofx/api/models/fate_flow/resource.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/ofx/api/models/fate_flow/resource.py b/python/ofx/api/models/fate_flow/resource.py index 34694c8d5..74130a0ae 100644 --- a/python/ofx/api/models/fate_flow/resource.py +++ b/python/ofx/api/models/fate_flow/resource.py @@ -234,7 +234,7 @@ def federated_command(self, job_id, src_role, src_party_id, dest_role, dest_part headers = result.signature if result.signature else {} else: raise Exception(result.code, result.message) - headers.update({"initiator_party_id": initiator_party_id}) + headers.update({"initiator-party-id": initiator_party_id}) response = self.client.remote(job_id=job_id, method=method, endpoint=endpoint, From 35dc80e301e4f2fbeb81a6dbb5cb8c01a35babdb Mon Sep 17 00:00:00 2001 From: dylan-fan <289765648@qq.com> Date: Fri, 22 Dec 2023 10:15:40 +0800 Subject: [PATCH 417/482] update service_conf.yaml Signed-off-by: dylan-fan <289765648@qq.com> --- conf/service_conf.yaml | 73 ++++++++++++++++++++---------------------- 1 file changed, 34 insertions(+), 39 deletions(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index 28ffcae6a..b6f2dbb9c 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -12,10 +12,10 @@ fateflow: http_port: 9380 grpc_port: 9360 proxy_name: osx - nginx: - host: - http_port: - grpc_port: +# nginx: +# host: +# http_port: +# grpc_port: database: engine: sqlite # encrypt passwd key @@ -41,41 +41,6 @@ default_provider: # version default: fateflow.env version: device: local -federation: - pulsar: - host: 192.168.0.5 - port: 6650 - mng_port: 8080 - cluster: standalone - tenant: fl-tenant - topic_ttl: 30 - # default conf/pulsar_route_table.yaml - route_table: - # mode: replication / client, default: replication - mode: replication - max_message_size: 1048576 - nginx: - host: 127.0.0.1 - http_port: 9300 - grpc_port: 9310 - # http or grpc - protocol: http - rabbitmq: - host: 192.168.0.4 - mng_port: 12345 - port: 5672 - user: fate - password: fate - # default conf/rabbitmq_route_table.yaml - route_table: - # mode: replication / client, default: replication - mode: replication - max_message_size: 1048576 - osx: - host: 127.0.0.1 - port: 9370 - # stream or queue - mode: queue computing: standalone: cores: 32 @@ -89,6 +54,36 @@ computing: # default use SPARK_HOME environment variable home: cores: 32 +federation: + osx: + host: 127.0.0.1 + port: 9370 + # stream or queue + mode: stream + max_message_size: 1048576 +# pulsar: +# host: 192.168.0.5 +# port: 6650 +# mng_port: 8080 +# cluster: standalone +# tenant: fl-tenant +# topic_ttl: 30 +# # default conf/pulsar_route_table.yaml +# route_table: +# # mode: replication / client, default: replication +# mode: replication +# max_message_size: 1048576 +# rabbitmq: +# host: 192.168.0.4 +# mng_port: 12345 +# port: 5672 +# user: fate +# password: fate +# # default conf/rabbitmq_route_table.yaml +# route_table: +# # mode: replication / client, default: replication +# mode: replication +# max_message_size: 1048576 storage: hdfs: name_node: hdfs://fate-cluster From 5c894c66fec33fbbbc11c1ceba1718001f2d0f73 Mon Sep 17 00:00:00 2001 From: dylan-fan <289765648@qq.com> Date: Fri, 22 Dec 2023 10:22:14 +0800 Subject: [PATCH 418/482] remove max_message_size in service_conf.yaml Signed-off-by: dylan-fan <289765648@qq.com> --- conf/service_conf.yaml | 3 --- 1 file changed, 3 deletions(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index b6f2dbb9c..4501f3335 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -60,7 +60,6 @@ federation: port: 9370 # stream or queue mode: stream - max_message_size: 1048576 # pulsar: # host: 192.168.0.5 # port: 6650 @@ -72,7 +71,6 @@ federation: # route_table: # # mode: replication / client, default: replication # mode: replication -# max_message_size: 1048576 # rabbitmq: # host: 192.168.0.4 # mng_port: 12345 @@ -83,7 +81,6 @@ federation: # route_table: # # mode: replication / client, default: replication # mode: replication -# max_message_size: 1048576 storage: hdfs: name_node: hdfs://fate-cluster From 4c8a63d93dad97a9222a61c258dc0b60dfdb90af Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 25 Dec 2023 11:21:18 +0800 Subject: [PATCH 419/482] fix spark Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/service/worker_manager.py | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/python/fate_flow/manager/service/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py index 2b504a7a5..eed2f4152 100644 --- a/python/fate_flow/manager/service/worker_manager.py +++ b/python/fate_flow/manager/service/worker_manager.py @@ -20,11 +20,12 @@ import sys from uuid import uuid1 +from fate_flow.runtime.system_settings import ENGINES from ruamel import yaml from fate_flow.db.base_models import DB, auto_date_timestamp_db_field from fate_flow.db.db_models import Task, WorkerInfo -from fate_flow.entity.types import WorkerName +from fate_flow.entity.types import WorkerName, EngineType, ComputingEngine from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.utils import job_utils, process_utils from fate_flow.utils.base_utils import current_timestamp, json_dumps @@ -56,7 +57,7 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa else: process_cmd = [os.getenv("EXECUTOR_ENV") or sys.executable or "python3"] process_cmd.extend(common_cmd) - if sync and worker_name == WorkerName.TASK_EXECUTE: + if sync and cls.worker_outerr_with_pipe(worker_name): stderr = subprocess.PIPE p = process_utils.run_subprocess(job_id=task_info.get("job_id"), config_dir=config_dir, process_cmd=process_cmd, added_env=extra_env, std_dir=std_dir, cwd_dir=config_dir, @@ -75,7 +76,7 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa else: if sync: error_io = io.BytesIO() - if worker_name == WorkerName.TASK_EXECUTE: + if cls.worker_outerr_with_pipe(worker_name): while True: output = p.stderr.readline() if output == b'' and p.poll() is not None: @@ -89,6 +90,11 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa logging.error(f"process {worker_name.value} run error[code:{_code}]\n: {_e.decode()}") return p + @classmethod + def worker_outerr_with_pipe(cls, worker_name): + return worker_name == WorkerName.TASK_EXECUTE and \ + ENGINES.get(EngineType.COMPUTING) not in [ComputingEngine.SPARK] + @classmethod def get_process_dirs(cls, job_id, role, party_id, task_name, task_version): config_dir = job_utils.get_job_directory(job_id, role, party_id, task_name, str(task_version)) From 9de930094aae51ff91f976adc411c401aec4da50 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 25 Dec 2023 11:34:28 +0800 Subject: [PATCH 420/482] update proto Signed-off-by: zhihuiwan <15779896112@163.com> --- proto/osx/osx.proto | 87 ----------- python/fate_flow/fate_flow_server.py | 4 +- python/fate_flow/proto/osx/__init__.py | 20 --- python/fate_flow/proto/osx/osx_pb2.py | 133 ---------------- python/fate_flow/proto/osx/osx_pb2_grpc.py | 158 -------------------- python/fate_flow/utils/grpc_utils.py | 35 ----- python/ofx/api/models/fate_flow/resource.py | 34 +---- python/ofx/api/proto/osx/__init__.py | 20 --- python/ofx/api/proto/osx/osx_pb2.py | 133 ---------------- python/ofx/api/proto/osx/osx_pb2_grpc.py | 158 -------------------- python/ofx/api/utils/grpc_utils.py | 23 --- 11 files changed, 3 insertions(+), 802 deletions(-) delete mode 100644 proto/osx/osx.proto delete mode 100644 python/fate_flow/proto/osx/__init__.py delete mode 100644 python/fate_flow/proto/osx/osx_pb2.py delete mode 100644 python/fate_flow/proto/osx/osx_pb2_grpc.py delete mode 100644 python/ofx/api/proto/osx/__init__.py delete mode 100644 python/ofx/api/proto/osx/osx_pb2.py delete mode 100644 python/ofx/api/proto/osx/osx_pb2_grpc.py diff --git a/proto/osx/osx.proto b/proto/osx/osx.proto deleted file mode 100644 index f75453ada..000000000 --- a/proto/osx/osx.proto +++ /dev/null @@ -1,87 +0,0 @@ -/* - * Copyright 2019 The FATE Authors. All Rights Reserved. - * - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -syntax = "proto3"; - -package org.ppc.ptp; - -message Message{ - string msgId = 1;//消息ID - bytes head = 2;//消息头部 - bytes body = 3;//消息体 -} -message TopicInfo{ - string topic=1; - string ip = 2; - int32 port = 3; - int64 createTimestamp = 4; - int32 status = 5; -} - -// PTP Private transfer protocol -// 通用报头名称编码，4层无Header以二进制填充到报头，7层以Header传输 -enum Header { - Version = 0; // 协议版本 对应7层协议头x-ptp-version - TechProviderCode = 1; // 厂商编码 对应7层协议头x-ptp-tech-provider-code - TraceID = 4; // 链路追踪ID 对应7层协议头x-ptp-trace-id - Token = 5; // 认证令牌 对应7层协议头x-ptp-token - SourceNodeID = 6; // 发送端节点编号 对应7层协议头x-ptp-source-node-id - TargetNodeID = 7; // 接收端节点编号 对应7层协议头x-ptp-target-node-id - SourceInstID = 8; // 发送端机构编号 对应7层协议头x-ptp-source-inst-id - TargetInstID = 9; // 接收端机构编号 对应7层协议头x-ptp-target-inst-id - SessionID = 10; // 通信会话号，全网唯一 对应7层协议头x-ptp-session-id -} - -// 通信扩展元数据编码，扩展信息均在metadata扩展 -enum Metadata { - MessageTopic = 0; // 消息话题，异步场景 - MessageCode = 1; // 消息编码，异步场景 - SourceComponentName = 2; // 源组件名称 - TargetComponentName = 3; // 目标组件名称 - TargetMethod = 4; // 目标方法 - MessageOffSet = 5; // 消息序列号 - InstanceId = 6; // 实例ID - Timestamp = 7; // 时间戳 -} - -// 通信传输层输入报文编码 -message Inbound { - map metadata = 1; // 报头，可选，预留扩展，Dict，序列化协议由通信层统一实现 - bytes payload = 2; // 报文，上层通信内容承载，序列化协议由上层基于SPI可插拔 -} - -// 通信传输层输出报文编码 -message Outbound { - map metadata = 1; // 报头，可选，预留扩展，Dict，序列化协议由通信层统一实现 - bytes payload = 2; // 报文，上层通信内容承载，序列化协议由上层基于SPI可插拔 - string code = 3; // 状态码 - string message = 4; // 状态说明 -} - -// 互联互通如果使用异步传输协议作为标准参考，Header会复用metadata传输互联互通协议报头，且metadata中会传输异步场景下的消息相关属性 -// 互联互通如果使用其他协议作为参考标准，Header会复用metadata传输互联互通协议报头 -// 互联互通如果使用GRPC作为参考标准，Header会复用HTTP2的报头传输互联互通协议报头 - -service PrivateTransferProtocol { - rpc transport (stream Inbound) returns (stream Outbound); - rpc invoke (Inbound) returns (Outbound); -} - - - - - - - diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index 584197d91..b4a4363b7 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -42,13 +42,12 @@ ) from fate_flow.scheduler.scheduler import DAGScheduler from fate_flow.utils import process_utils -from fate_flow.utils.grpc_utils import UnaryService, UnaryServiceOSX +from fate_flow.utils.grpc_utils import UnaryService from fate_flow.utils.log import LoggerFactory, getLogger from fate_flow.utils.log_utils import schedule_logger from fate_flow.utils.version import get_versions from fate_flow.utils.xthread import ThreadPoolExecutor from fate_flow.proto.rollsite import proxy_pb2_grpc -from fate_flow.proto.osx import osx_pb2_grpc detect_logger = getLogger("fate_flow_detect") stat_logger = getLogger("fate_flow_stat") @@ -104,7 +103,6 @@ def start_server(debug=False): server = grpc.server(thread_pool=thread_pool_executor, options=GRPC_OPTIONS) - osx_pb2_grpc.add_PrivateTransferProtocolServicer_to_server(UnaryServiceOSX(), server) proxy_pb2_grpc.add_DataTransferServiceServicer_to_server(UnaryService(), server) server.add_insecure_port(f"{HOST}:{GRPC_PORT}") server.start() diff --git a/python/fate_flow/proto/osx/__init__.py b/python/fate_flow/proto/osx/__init__.py deleted file mode 100644 index f958736b0..000000000 --- a/python/fate_flow/proto/osx/__init__.py +++ /dev/null @@ -1,20 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import os -import sys - -_pb_path = os.path.abspath(os.path.join(__file__, os.path.pardir)) -if _pb_path not in sys.path: - sys.path.append(_pb_path) \ No newline at end of file diff --git a/python/fate_flow/proto/osx/osx_pb2.py b/python/fate_flow/proto/osx/osx_pb2.py deleted file mode 100644 index b62a917a2..000000000 --- a/python/fate_flow/proto/osx/osx_pb2.py +++ /dev/null @@ -1,133 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -*- coding: utf-8 -*- -# Generated by the protocol buffer compiler. DO NOT EDIT! -# source: osx.proto -"""Generated protocol buffer code.""" -from google.protobuf.internal import enum_type_wrapper -from google.protobuf import descriptor as _descriptor -from google.protobuf import descriptor_pool as _descriptor_pool -from google.protobuf import message as _message -from google.protobuf import reflection as _reflection -from google.protobuf import symbol_database as _symbol_database -# @@protoc_insertion_point(imports) - -_sym_db = _symbol_database.Default() - - - - -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\tosx.proto\x12\x0borg.ppc.ptp\"4\n\x07Message\x12\r\n\x05msgId\x18\x01 \x01(\t\x12\x0c\n\x04head\x18\x02 \x01(\x0c\x12\x0c\n\x04\x62ody\x18\x03 \x01(\x0c\"]\n\tTopicInfo\x12\r\n\x05topic\x18\x01 \x01(\t\x12\n\n\x02ip\x18\x02 \x01(\t\x12\x0c\n\x04port\x18\x03 \x01(\x05\x12\x17\n\x0f\x63reateTimestamp\x18\x04 \x01(\x03\x12\x0e\n\x06status\x18\x05 \x01(\x05\"\x81\x01\n\x07Inbound\x12\x34\n\x08metadata\x18\x01 \x03(\x0b\x32\".org.ppc.ptp.Inbound.MetadataEntry\x12\x0f\n\x07payload\x18\x02 \x01(\x0c\x1a/\n\rMetadataEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\"\xa2\x01\n\x08Outbound\x12\x35\n\x08metadata\x18\x01 \x03(\x0b\x32#.org.ppc.ptp.Outbound.MetadataEntry\x12\x0f\n\x07payload\x18\x02 \x01(\x0c\x12\x0c\n\x04\x63ode\x18\x03 \x01(\t\x12\x0f\n\x07message\x18\x04 \x01(\t\x1a/\n\rMetadataEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01*\x9a\x01\n\x06Header\x12\x0b\n\x07Version\x10\x00\x12\x14\n\x10TechProviderCode\x10\x01\x12\x0b\n\x07TraceID\x10\x04\x12\t\n\x05Token\x10\x05\x12\x10\n\x0cSourceNodeID\x10\x06\x12\x10\n\x0cTargetNodeID\x10\x07\x12\x10\n\x0cSourceInstID\x10\x08\x12\x10\n\x0cTargetInstID\x10\t\x12\r\n\tSessionID\x10\n*\xa3\x01\n\x08Metadata\x12\x10\n\x0cMessageTopic\x10\x00\x12\x0f\n\x0bMessageCode\x10\x01\x12\x17\n\x13SourceComponentName\x10\x02\x12\x17\n\x13TargetComponentName\x10\x03\x12\x10\n\x0cTargetMethod\x10\x04\x12\x11\n\rMessageOffSet\x10\x05\x12\x0e\n\nInstanceId\x10\x06\x12\r\n\tTimestamp\x10\x07\x32\x8e\x01\n\x17PrivateTransferProtocol\x12<\n\ttransport\x12\x14.org.ppc.ptp.Inbound\x1a\x15.org.ppc.ptp.Outbound(\x01\x30\x01\x12\x35\n\x06invoke\x12\x14.org.ppc.ptp.Inbound\x1a\x15.org.ppc.ptp.Outboundb\x06proto3') - -_HEADER = DESCRIPTOR.enum_types_by_name['Header'] -Header = enum_type_wrapper.EnumTypeWrapper(_HEADER) -_METADATA = DESCRIPTOR.enum_types_by_name['Metadata'] -Metadata = enum_type_wrapper.EnumTypeWrapper(_METADATA) -Version = 0 -TechProviderCode = 1 -TraceID = 4 -Token = 5 -SourceNodeID = 6 -TargetNodeID = 7 -SourceInstID = 8 -TargetInstID = 9 -SessionID = 10 -MessageTopic = 0 -MessageCode = 1 -SourceComponentName = 2 -TargetComponentName = 3 -TargetMethod = 4 -MessageOffSet = 5 -InstanceId = 6 -Timestamp = 7 - - -_MESSAGE = DESCRIPTOR.message_types_by_name['Message'] -_TOPICINFO = DESCRIPTOR.message_types_by_name['TopicInfo'] -_INBOUND = DESCRIPTOR.message_types_by_name['Inbound'] -_INBOUND_METADATAENTRY = _INBOUND.nested_types_by_name['MetadataEntry'] -_OUTBOUND = DESCRIPTOR.message_types_by_name['Outbound'] -_OUTBOUND_METADATAENTRY = _OUTBOUND.nested_types_by_name['MetadataEntry'] -Message = _reflection.GeneratedProtocolMessageType('Message', (_message.Message,), { - 'DESCRIPTOR' : _MESSAGE, - '__module__' : 'osx_pb2' - # @@protoc_insertion_point(class_scope:org.ppc.ptp.Message) - }) -_sym_db.RegisterMessage(Message) - -TopicInfo = _reflection.GeneratedProtocolMessageType('TopicInfo', (_message.Message,), { - 'DESCRIPTOR' : _TOPICINFO, - '__module__' : 'osx_pb2' - # @@protoc_insertion_point(class_scope:org.ppc.ptp.TopicInfo) - }) -_sym_db.RegisterMessage(TopicInfo) - -Inbound = _reflection.GeneratedProtocolMessageType('Inbound', (_message.Message,), { - - 'MetadataEntry' : _reflection.GeneratedProtocolMessageType('MetadataEntry', (_message.Message,), { - 'DESCRIPTOR' : _INBOUND_METADATAENTRY, - '__module__' : 'osx_pb2' - # @@protoc_insertion_point(class_scope:org.ppc.ptp.Inbound.MetadataEntry) - }) - , - 'DESCRIPTOR' : _INBOUND, - '__module__' : 'osx_pb2' - # @@protoc_insertion_point(class_scope:org.ppc.ptp.Inbound) - }) -_sym_db.RegisterMessage(Inbound) -_sym_db.RegisterMessage(Inbound.MetadataEntry) - -Outbound = _reflection.GeneratedProtocolMessageType('Outbound', (_message.Message,), { - - 'MetadataEntry' : _reflection.GeneratedProtocolMessageType('MetadataEntry', (_message.Message,), { - 'DESCRIPTOR' : _OUTBOUND_METADATAENTRY, - '__module__' : 'osx_pb2' - # @@protoc_insertion_point(class_scope:org.ppc.ptp.Outbound.MetadataEntry) - }) - , - 'DESCRIPTOR' : _OUTBOUND, - '__module__' : 'osx_pb2' - # @@protoc_insertion_point(class_scope:org.ppc.ptp.Outbound) - }) -_sym_db.RegisterMessage(Outbound) -_sym_db.RegisterMessage(Outbound.MetadataEntry) - -_PRIVATETRANSFERPROTOCOL = DESCRIPTOR.services_by_name['PrivateTransferProtocol'] -if _descriptor._USE_C_DESCRIPTORS == False: - - DESCRIPTOR._options = None - _INBOUND_METADATAENTRY._options = None - _INBOUND_METADATAENTRY._serialized_options = b'8\001' - _OUTBOUND_METADATAENTRY._options = None - _OUTBOUND_METADATAENTRY._serialized_options = b'8\001' - _HEADER._serialized_start=473 - _HEADER._serialized_end=627 - _METADATA._serialized_start=630 - _METADATA._serialized_end=793 - _MESSAGE._serialized_start=26 - _MESSAGE._serialized_end=78 - _TOPICINFO._serialized_start=80 - _TOPICINFO._serialized_end=173 - _INBOUND._serialized_start=176 - _INBOUND._serialized_end=305 - _INBOUND_METADATAENTRY._serialized_start=258 - _INBOUND_METADATAENTRY._serialized_end=305 - _OUTBOUND._serialized_start=308 - _OUTBOUND._serialized_end=470 - _OUTBOUND_METADATAENTRY._serialized_start=258 - _OUTBOUND_METADATAENTRY._serialized_end=305 - _PRIVATETRANSFERPROTOCOL._serialized_start=796 - _PRIVATETRANSFERPROTOCOL._serialized_end=938 -# @@protoc_insertion_point(module_scope) diff --git a/python/fate_flow/proto/osx/osx_pb2_grpc.py b/python/fate_flow/proto/osx/osx_pb2_grpc.py deleted file mode 100644 index 0f0064de7..000000000 --- a/python/fate_flow/proto/osx/osx_pb2_grpc.py +++ /dev/null @@ -1,158 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT! -"""Client and server classes corresponding to protobuf-defined services.""" -import grpc - -import osx_pb2 as osx__pb2 - - -class PrivateTransferProtocolStub(object): - """互联互通如果使用异步传输协议作为标准参考，Header会复用metadata传输互联互通协议报头，且metadata中会传输异步场景下的消息相关属性 - 互联互通如果使用其他协议作为参考标准，Header会复用metadata传输互联互通协议报头 - 互联互通如果使用GRPC作为参考标准，Header会复用HTTP2的报头传输互联互通协议报头 - - service PPCTransferService { - rpc push (stream Inbound) returns (Outbound); - // rpc pull (Metadata) returns (stream Packet); - rpc unaryCall (Inbound) returns (Outbound); - // rpc polling (stream PollingFrame) returns (stream PollingFrame); - - - - - } - - """ - - def __init__(self, channel): - """Constructor. - - Args: - channel: A grpc.Channel. - """ - self.transport = channel.stream_stream( - '/org.ppc.ptp.PrivateTransferProtocol/transport', - request_serializer=osx__pb2.Inbound.SerializeToString, - response_deserializer=osx__pb2.Outbound.FromString, - ) - self.invoke = channel.unary_unary( - '/org.ppc.ptp.PrivateTransferProtocol/invoke', - request_serializer=osx__pb2.Inbound.SerializeToString, - response_deserializer=osx__pb2.Outbound.FromString, - ) - - -class PrivateTransferProtocolServicer(object): - """互联互通如果使用异步传输协议作为标准参考，Header会复用metadata传输互联互通协议报头，且metadata中会传输异步场景下的消息相关属性 - 互联互通如果使用其他协议作为参考标准，Header会复用metadata传输互联互通协议报头 - 互联互通如果使用GRPC作为参考标准，Header会复用HTTP2的报头传输互联互通协议报头 - - service PPCTransferService { - rpc push (stream Inbound) returns (Outbound); - // rpc pull (Metadata) returns (stream Packet); - rpc unaryCall (Inbound) returns (Outbound); - // rpc polling (stream PollingFrame) returns (stream PollingFrame); - - - - - } - - """ - - def transport(self, request_iterator, context): - """Missing associated documentation comment in .proto file.""" - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!') - - def invoke(self, request, context): - """Missing associated documentation comment in .proto file.""" - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!') - - -def add_PrivateTransferProtocolServicer_to_server(servicer, server): - rpc_method_handlers = { - 'transport': grpc.stream_stream_rpc_method_handler( - servicer.transport, - request_deserializer=osx__pb2.Inbound.FromString, - response_serializer=osx__pb2.Outbound.SerializeToString, - ), - 'invoke': grpc.unary_unary_rpc_method_handler( - servicer.invoke, - request_deserializer=osx__pb2.Inbound.FromString, - response_serializer=osx__pb2.Outbound.SerializeToString, - ), - } - generic_handler = grpc.method_handlers_generic_handler( - 'org.ppc.ptp.PrivateTransferProtocol', rpc_method_handlers) - server.add_generic_rpc_handlers((generic_handler,)) - - - # This class is part of an EXPERIMENTAL API. -class PrivateTransferProtocol(object): - """互联互通如果使用异步传输协议作为标准参考，Header会复用metadata传输互联互通协议报头，且metadata中会传输异步场景下的消息相关属性 - 互联互通如果使用其他协议作为参考标准，Header会复用metadata传输互联互通协议报头 - 互联互通如果使用GRPC作为参考标准，Header会复用HTTP2的报头传输互联互通协议报头 - - service PPCTransferService { - rpc push (stream Inbound) returns (Outbound); - // rpc pull (Metadata) returns (stream Packet); - rpc unaryCall (Inbound) returns (Outbound); - // rpc polling (stream PollingFrame) returns (stream PollingFrame); - - - - - } - - """ - - @staticmethod - def transport(request_iterator, - target, - options=(), - channel_credentials=None, - call_credentials=None, - insecure=False, - compression=None, - wait_for_ready=None, - timeout=None, - metadata=None): - return grpc.experimental.stream_stream(request_iterator, target, '/org.ppc.ptp.PrivateTransferProtocol/transport', - osx__pb2.Inbound.SerializeToString, - osx__pb2.Outbound.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) - - @staticmethod - def invoke(request, - target, - options=(), - channel_credentials=None, - call_credentials=None, - insecure=False, - compression=None, - wait_for_ready=None, - timeout=None, - metadata=None): - return grpc.experimental.unary_unary(request, target, '/org.ppc.ptp.PrivateTransferProtocol/invoke', - osx__pb2.Inbound.SerializeToString, - osx__pb2.Outbound.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) diff --git a/python/fate_flow/utils/grpc_utils.py b/python/fate_flow/utils/grpc_utils.py index 9207e2ff2..a331ccef9 100644 --- a/python/fate_flow/utils/grpc_utils.py +++ b/python/fate_flow/utils/grpc_utils.py @@ -14,7 +14,6 @@ # limitations under the License. # from fate_flow.errors.server_error import ResponseException -from fate_flow.proto.osx import osx_pb2, osx_pb2_grpc from fate_flow.proto.rollsite import proxy_pb2_grpc, basic_meta_pb2, proxy_pb2 from fate_flow.runtime.runtime_config import RuntimeConfig @@ -82,40 +81,6 @@ def unaryCall(self, _request, context): return wrap_grpc_packet(resp_json, method, _suffix, dst.partyId, src.partyId, job_id) -class UnaryServiceOSX(osx_pb2_grpc.PrivateTransferProtocolServicer): - def invoke(self, _request, context): - packet = _request - metadata = packet.metadata - payload = packet.payload - request_info = json_loads(bytes.decode(payload)) - job_id = metadata.get("JobId") - audit_logger(job_id).info(f"rpc receive metadata: {metadata}") - audit_logger(job_id).info(f"rpc receive request_info: {request_info}") - source_node_id = metadata.get("TargetNodeID") - target_node_id = metadata.get("SourceNodeID") - _routing_metadata = gen_routing_metadata(src_party_id=source_node_id, dest_party_id=target_node_id) - audit_logger(job_id).info(f'start request：{request_info.get("method")}, {get_url(request_info.get("uri"))},' - f'{request_info.get("json_body")}, {request_info.get("headers")}') - resp = request(method=request_info.get("method"), url=get_url(request_info.get("uri")), - json=request_info.get("json_body"), headers=request_info.get("headers", {})) - audit_logger(job_id).info(f"resp: {resp.text}") - resp_json = response_json(resp) - _meta = { - "TechProviderCode": metadata.get("TechProviderCode", ""), - "SourceInstID": metadata.get("TargetInstID", ""), - "TargetInstID": metadata.get("SourceInstID", ""), - "SourceNodeID": source_node_id, - "TargetNodeID": target_node_id, - "TargetComponentName": FATE_FLOW_SERVICE_NAME, - "TargetMethod": metadata.get("TargetMethod", ""), - "JobId": job_id - } - _data = bytes(json_dumps(resp_json), 'utf-8') - res = osx_pb2.Outbound(metadata=_meta, payload=_data) - audit_logger(job_id).info(f"response: {res}") - return res - - def response_json(response): try: return response.json() diff --git a/python/ofx/api/models/fate_flow/resource.py b/python/ofx/api/models/fate_flow/resource.py index 34694c8d5..2705ac3d7 100644 --- a/python/ofx/api/models/fate_flow/resource.py +++ b/python/ofx/api/models/fate_flow/resource.py @@ -17,8 +17,8 @@ import json import requests -from ...utils.grpc_utils import wrap_osx_grpc_packet, wrap_proxy_grpc_packet -from ...utils.grpc_utils import gen_routing_metadata, get_osx_channel, get_proxy_channel +from ...utils.grpc_utils import wrap_proxy_grpc_packet +from ...utils.grpc_utils import gen_routing_metadata, get_proxy_channel FEDERATED_ERROR = 104 @@ -187,36 +187,6 @@ def remote_on_grpc_proxy(job_id, method, host, port, endpoint, src_party_id, des finally: channel.close() - @staticmethod - def remote_on_grpc_osx(job_id, method, host, port, endpoint, src_party_id, dest_party_id, json_body, - try_times=3, timeout=10, headers=None, source_host=None, source_port=None, **kwargs): - _packet = wrap_osx_grpc_packet( - json_body=json_body, http_method=method, url=endpoint, - src_party_id=src_party_id, dst_party_id=dest_party_id, - job_id=job_id, headers=headers, overall_timeout=timeout, - source_host=source_host, source_port=source_port, **kwargs - ) - _routing_metadata = gen_routing_metadata( - src_party_id=src_party_id, dest_party_id=dest_party_id, - ) - for t in range(try_times): - channel, stub = get_osx_channel(host, port) - try: - _return, _call = stub.invoke.with_call( - _packet, metadata=_routing_metadata, - timeout=timeout or None, - ) - except Exception as e: - if t >= try_times - 1: - raise Exception(str(e)) - else: - try: - return json.loads(bytes.decode(_return.payload)) - except Exception: - raise RuntimeError(f"{_return}, {_call}") - finally: - channel.close() - class BaseAPI: def __init__(self, client: APIClient, callback=None): diff --git a/python/ofx/api/proto/osx/__init__.py b/python/ofx/api/proto/osx/__init__.py deleted file mode 100644 index f958736b0..000000000 --- a/python/ofx/api/proto/osx/__init__.py +++ /dev/null @@ -1,20 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import os -import sys - -_pb_path = os.path.abspath(os.path.join(__file__, os.path.pardir)) -if _pb_path not in sys.path: - sys.path.append(_pb_path) \ No newline at end of file diff --git a/python/ofx/api/proto/osx/osx_pb2.py b/python/ofx/api/proto/osx/osx_pb2.py deleted file mode 100644 index b62a917a2..000000000 --- a/python/ofx/api/proto/osx/osx_pb2.py +++ /dev/null @@ -1,133 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -*- coding: utf-8 -*- -# Generated by the protocol buffer compiler. DO NOT EDIT! -# source: osx.proto -"""Generated protocol buffer code.""" -from google.protobuf.internal import enum_type_wrapper -from google.protobuf import descriptor as _descriptor -from google.protobuf import descriptor_pool as _descriptor_pool -from google.protobuf import message as _message -from google.protobuf import reflection as _reflection -from google.protobuf import symbol_database as _symbol_database -# @@protoc_insertion_point(imports) - -_sym_db = _symbol_database.Default() - - - - -DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\tosx.proto\x12\x0borg.ppc.ptp\"4\n\x07Message\x12\r\n\x05msgId\x18\x01 \x01(\t\x12\x0c\n\x04head\x18\x02 \x01(\x0c\x12\x0c\n\x04\x62ody\x18\x03 \x01(\x0c\"]\n\tTopicInfo\x12\r\n\x05topic\x18\x01 \x01(\t\x12\n\n\x02ip\x18\x02 \x01(\t\x12\x0c\n\x04port\x18\x03 \x01(\x05\x12\x17\n\x0f\x63reateTimestamp\x18\x04 \x01(\x03\x12\x0e\n\x06status\x18\x05 \x01(\x05\"\x81\x01\n\x07Inbound\x12\x34\n\x08metadata\x18\x01 \x03(\x0b\x32\".org.ppc.ptp.Inbound.MetadataEntry\x12\x0f\n\x07payload\x18\x02 \x01(\x0c\x1a/\n\rMetadataEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01\"\xa2\x01\n\x08Outbound\x12\x35\n\x08metadata\x18\x01 \x03(\x0b\x32#.org.ppc.ptp.Outbound.MetadataEntry\x12\x0f\n\x07payload\x18\x02 \x01(\x0c\x12\x0c\n\x04\x63ode\x18\x03 \x01(\t\x12\x0f\n\x07message\x18\x04 \x01(\t\x1a/\n\rMetadataEntry\x12\x0b\n\x03key\x18\x01 \x01(\t\x12\r\n\x05value\x18\x02 \x01(\t:\x02\x38\x01*\x9a\x01\n\x06Header\x12\x0b\n\x07Version\x10\x00\x12\x14\n\x10TechProviderCode\x10\x01\x12\x0b\n\x07TraceID\x10\x04\x12\t\n\x05Token\x10\x05\x12\x10\n\x0cSourceNodeID\x10\x06\x12\x10\n\x0cTargetNodeID\x10\x07\x12\x10\n\x0cSourceInstID\x10\x08\x12\x10\n\x0cTargetInstID\x10\t\x12\r\n\tSessionID\x10\n*\xa3\x01\n\x08Metadata\x12\x10\n\x0cMessageTopic\x10\x00\x12\x0f\n\x0bMessageCode\x10\x01\x12\x17\n\x13SourceComponentName\x10\x02\x12\x17\n\x13TargetComponentName\x10\x03\x12\x10\n\x0cTargetMethod\x10\x04\x12\x11\n\rMessageOffSet\x10\x05\x12\x0e\n\nInstanceId\x10\x06\x12\r\n\tTimestamp\x10\x07\x32\x8e\x01\n\x17PrivateTransferProtocol\x12<\n\ttransport\x12\x14.org.ppc.ptp.Inbound\x1a\x15.org.ppc.ptp.Outbound(\x01\x30\x01\x12\x35\n\x06invoke\x12\x14.org.ppc.ptp.Inbound\x1a\x15.org.ppc.ptp.Outboundb\x06proto3') - -_HEADER = DESCRIPTOR.enum_types_by_name['Header'] -Header = enum_type_wrapper.EnumTypeWrapper(_HEADER) -_METADATA = DESCRIPTOR.enum_types_by_name['Metadata'] -Metadata = enum_type_wrapper.EnumTypeWrapper(_METADATA) -Version = 0 -TechProviderCode = 1 -TraceID = 4 -Token = 5 -SourceNodeID = 6 -TargetNodeID = 7 -SourceInstID = 8 -TargetInstID = 9 -SessionID = 10 -MessageTopic = 0 -MessageCode = 1 -SourceComponentName = 2 -TargetComponentName = 3 -TargetMethod = 4 -MessageOffSet = 5 -InstanceId = 6 -Timestamp = 7 - - -_MESSAGE = DESCRIPTOR.message_types_by_name['Message'] -_TOPICINFO = DESCRIPTOR.message_types_by_name['TopicInfo'] -_INBOUND = DESCRIPTOR.message_types_by_name['Inbound'] -_INBOUND_METADATAENTRY = _INBOUND.nested_types_by_name['MetadataEntry'] -_OUTBOUND = DESCRIPTOR.message_types_by_name['Outbound'] -_OUTBOUND_METADATAENTRY = _OUTBOUND.nested_types_by_name['MetadataEntry'] -Message = _reflection.GeneratedProtocolMessageType('Message', (_message.Message,), { - 'DESCRIPTOR' : _MESSAGE, - '__module__' : 'osx_pb2' - # @@protoc_insertion_point(class_scope:org.ppc.ptp.Message) - }) -_sym_db.RegisterMessage(Message) - -TopicInfo = _reflection.GeneratedProtocolMessageType('TopicInfo', (_message.Message,), { - 'DESCRIPTOR' : _TOPICINFO, - '__module__' : 'osx_pb2' - # @@protoc_insertion_point(class_scope:org.ppc.ptp.TopicInfo) - }) -_sym_db.RegisterMessage(TopicInfo) - -Inbound = _reflection.GeneratedProtocolMessageType('Inbound', (_message.Message,), { - - 'MetadataEntry' : _reflection.GeneratedProtocolMessageType('MetadataEntry', (_message.Message,), { - 'DESCRIPTOR' : _INBOUND_METADATAENTRY, - '__module__' : 'osx_pb2' - # @@protoc_insertion_point(class_scope:org.ppc.ptp.Inbound.MetadataEntry) - }) - , - 'DESCRIPTOR' : _INBOUND, - '__module__' : 'osx_pb2' - # @@protoc_insertion_point(class_scope:org.ppc.ptp.Inbound) - }) -_sym_db.RegisterMessage(Inbound) -_sym_db.RegisterMessage(Inbound.MetadataEntry) - -Outbound = _reflection.GeneratedProtocolMessageType('Outbound', (_message.Message,), { - - 'MetadataEntry' : _reflection.GeneratedProtocolMessageType('MetadataEntry', (_message.Message,), { - 'DESCRIPTOR' : _OUTBOUND_METADATAENTRY, - '__module__' : 'osx_pb2' - # @@protoc_insertion_point(class_scope:org.ppc.ptp.Outbound.MetadataEntry) - }) - , - 'DESCRIPTOR' : _OUTBOUND, - '__module__' : 'osx_pb2' - # @@protoc_insertion_point(class_scope:org.ppc.ptp.Outbound) - }) -_sym_db.RegisterMessage(Outbound) -_sym_db.RegisterMessage(Outbound.MetadataEntry) - -_PRIVATETRANSFERPROTOCOL = DESCRIPTOR.services_by_name['PrivateTransferProtocol'] -if _descriptor._USE_C_DESCRIPTORS == False: - - DESCRIPTOR._options = None - _INBOUND_METADATAENTRY._options = None - _INBOUND_METADATAENTRY._serialized_options = b'8\001' - _OUTBOUND_METADATAENTRY._options = None - _OUTBOUND_METADATAENTRY._serialized_options = b'8\001' - _HEADER._serialized_start=473 - _HEADER._serialized_end=627 - _METADATA._serialized_start=630 - _METADATA._serialized_end=793 - _MESSAGE._serialized_start=26 - _MESSAGE._serialized_end=78 - _TOPICINFO._serialized_start=80 - _TOPICINFO._serialized_end=173 - _INBOUND._serialized_start=176 - _INBOUND._serialized_end=305 - _INBOUND_METADATAENTRY._serialized_start=258 - _INBOUND_METADATAENTRY._serialized_end=305 - _OUTBOUND._serialized_start=308 - _OUTBOUND._serialized_end=470 - _OUTBOUND_METADATAENTRY._serialized_start=258 - _OUTBOUND_METADATAENTRY._serialized_end=305 - _PRIVATETRANSFERPROTOCOL._serialized_start=796 - _PRIVATETRANSFERPROTOCOL._serialized_end=938 -# @@protoc_insertion_point(module_scope) diff --git a/python/ofx/api/proto/osx/osx_pb2_grpc.py b/python/ofx/api/proto/osx/osx_pb2_grpc.py deleted file mode 100644 index 0f0064de7..000000000 --- a/python/ofx/api/proto/osx/osx_pb2_grpc.py +++ /dev/null @@ -1,158 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# Generated by the gRPC Python protocol compiler plugin. DO NOT EDIT! -"""Client and server classes corresponding to protobuf-defined services.""" -import grpc - -import osx_pb2 as osx__pb2 - - -class PrivateTransferProtocolStub(object): - """互联互通如果使用异步传输协议作为标准参考，Header会复用metadata传输互联互通协议报头，且metadata中会传输异步场景下的消息相关属性 - 互联互通如果使用其他协议作为参考标准，Header会复用metadata传输互联互通协议报头 - 互联互通如果使用GRPC作为参考标准，Header会复用HTTP2的报头传输互联互通协议报头 - - service PPCTransferService { - rpc push (stream Inbound) returns (Outbound); - // rpc pull (Metadata) returns (stream Packet); - rpc unaryCall (Inbound) returns (Outbound); - // rpc polling (stream PollingFrame) returns (stream PollingFrame); - - - - - } - - """ - - def __init__(self, channel): - """Constructor. - - Args: - channel: A grpc.Channel. - """ - self.transport = channel.stream_stream( - '/org.ppc.ptp.PrivateTransferProtocol/transport', - request_serializer=osx__pb2.Inbound.SerializeToString, - response_deserializer=osx__pb2.Outbound.FromString, - ) - self.invoke = channel.unary_unary( - '/org.ppc.ptp.PrivateTransferProtocol/invoke', - request_serializer=osx__pb2.Inbound.SerializeToString, - response_deserializer=osx__pb2.Outbound.FromString, - ) - - -class PrivateTransferProtocolServicer(object): - """互联互通如果使用异步传输协议作为标准参考，Header会复用metadata传输互联互通协议报头，且metadata中会传输异步场景下的消息相关属性 - 互联互通如果使用其他协议作为参考标准，Header会复用metadata传输互联互通协议报头 - 互联互通如果使用GRPC作为参考标准，Header会复用HTTP2的报头传输互联互通协议报头 - - service PPCTransferService { - rpc push (stream Inbound) returns (Outbound); - // rpc pull (Metadata) returns (stream Packet); - rpc unaryCall (Inbound) returns (Outbound); - // rpc polling (stream PollingFrame) returns (stream PollingFrame); - - - - - } - - """ - - def transport(self, request_iterator, context): - """Missing associated documentation comment in .proto file.""" - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!') - - def invoke(self, request, context): - """Missing associated documentation comment in .proto file.""" - context.set_code(grpc.StatusCode.UNIMPLEMENTED) - context.set_details('Method not implemented!') - raise NotImplementedError('Method not implemented!') - - -def add_PrivateTransferProtocolServicer_to_server(servicer, server): - rpc_method_handlers = { - 'transport': grpc.stream_stream_rpc_method_handler( - servicer.transport, - request_deserializer=osx__pb2.Inbound.FromString, - response_serializer=osx__pb2.Outbound.SerializeToString, - ), - 'invoke': grpc.unary_unary_rpc_method_handler( - servicer.invoke, - request_deserializer=osx__pb2.Inbound.FromString, - response_serializer=osx__pb2.Outbound.SerializeToString, - ), - } - generic_handler = grpc.method_handlers_generic_handler( - 'org.ppc.ptp.PrivateTransferProtocol', rpc_method_handlers) - server.add_generic_rpc_handlers((generic_handler,)) - - - # This class is part of an EXPERIMENTAL API. -class PrivateTransferProtocol(object): - """互联互通如果使用异步传输协议作为标准参考，Header会复用metadata传输互联互通协议报头，且metadata中会传输异步场景下的消息相关属性 - 互联互通如果使用其他协议作为参考标准，Header会复用metadata传输互联互通协议报头 - 互联互通如果使用GRPC作为参考标准，Header会复用HTTP2的报头传输互联互通协议报头 - - service PPCTransferService { - rpc push (stream Inbound) returns (Outbound); - // rpc pull (Metadata) returns (stream Packet); - rpc unaryCall (Inbound) returns (Outbound); - // rpc polling (stream PollingFrame) returns (stream PollingFrame); - - - - - } - - """ - - @staticmethod - def transport(request_iterator, - target, - options=(), - channel_credentials=None, - call_credentials=None, - insecure=False, - compression=None, - wait_for_ready=None, - timeout=None, - metadata=None): - return grpc.experimental.stream_stream(request_iterator, target, '/org.ppc.ptp.PrivateTransferProtocol/transport', - osx__pb2.Inbound.SerializeToString, - osx__pb2.Outbound.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) - - @staticmethod - def invoke(request, - target, - options=(), - channel_credentials=None, - call_credentials=None, - insecure=False, - compression=None, - wait_for_ready=None, - timeout=None, - metadata=None): - return grpc.experimental.unary_unary(request, target, '/org.ppc.ptp.PrivateTransferProtocol/invoke', - osx__pb2.Inbound.SerializeToString, - osx__pb2.Outbound.FromString, - options, channel_credentials, - insecure, call_credentials, compression, wait_for_ready, timeout, metadata) diff --git a/python/ofx/api/utils/grpc_utils.py b/python/ofx/api/utils/grpc_utils.py index 70ced72d4..42be68316 100644 --- a/python/ofx/api/utils/grpc_utils.py +++ b/python/ofx/api/utils/grpc_utils.py @@ -16,26 +16,9 @@ import grpc -from ..proto.osx import osx_pb2, osx_pb2_grpc from ..proto.rollsite import basic_meta_pb2, proxy_pb2, proxy_pb2_grpc -def wrap_osx_grpc_packet(job_id, json_body, http_method, url, src_party_id, dst_party_id, headers=None, provider="FATE", - role="fateflow", target_method="UNARY_CALL", **kwargs): - _meta = { - "TechProviderCode": provider, - "SourceNodeID": src_party_id, - "TargetNodeID": dst_party_id, - "TargetComponentName": role, - "TargetMethod": target_method, - "JobId": job_id - } - if not headers: - headers = {} - _data = bytes(json.dumps(dict(uri=url, json_body=json_body, headers=headers, method=http_method)), 'utf-8') - return osx_pb2.Inbound(metadata=_meta, payload=_data) - - def wrap_proxy_grpc_packet(json_body, http_method, url, src_party_id, dst_party_id, job_id=None, headers=None, overall_timeout=None, role="fateflow", source_host=None, source_port=None): if not headers: @@ -53,12 +36,6 @@ def wrap_proxy_grpc_packet(json_body, http_method, url, src_party_id, dst_party_ return proxy_pb2.Packet(header=_meta, body=_data) -def get_osx_channel(host, port): - channel = grpc.insecure_channel(f"{host}:{port}") - stub = osx_pb2_grpc.PrivateTransferProtocolStub(channel) - return channel, stub - - def get_proxy_channel(host, port): channel = grpc.insecure_channel(f"{host}:{port}") stub = proxy_pb2_grpc.DataTransferServiceStub(channel) From 06ac8da73543ac6172ff60263e1c04fcbf600a99 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 25 Dec 2023 20:55:07 +0800 Subject: [PATCH 421/482] update dsl translator Signed-off-by: zhihuiwan <15779896112@163.com> --- .../adapter/bfia/translator/dsl_translator.py | 61 ++++++++----------- 1 file changed, 26 insertions(+), 35 deletions(-) diff --git a/python/fate_flow/adapter/bfia/translator/dsl_translator.py b/python/fate_flow/adapter/bfia/translator/dsl_translator.py index 10f6e8d09..2747042ab 100644 --- a/python/fate_flow/adapter/bfia/translator/dsl_translator.py +++ b/python/fate_flow/adapter/bfia/translator/dsl_translator.py @@ -372,32 +372,6 @@ def translate_dag_to_bfia_config(cls, dag: DAGSpec, schema_version: str): for role, conf in parties_conf.items(): setattr(job_params, role, conf) - if dag.tasks: - for task_name, task_spec in dag.tasks.items(): - if not task_spec.inputs or not task_spec.inputs.data: - continue - - parties = task_spec.parties if task_spec.parties else dag.parties - for _, input_artifact_specs in task_spec.inputs.data.items(): - for input_artifact_key, input_spec_list in input_artifact_specs.items(): - if not isinstance(input_spec_list, list): - input_spec_list = [input_spec_list] - for input_spec in input_spec_list: - if not isinstance(input_spec, DataWarehouseChannelSpec): - continue - input_parties = input_spec.parties if input_spec.parties else parties - for party_spec in input_parties: - party_str = "|".join(map(str, - [getattr(role_spec, party_spec.role).index(party_id) for - party_id in party_spec.party_id] - )) - - input_dict = {party_str: dict(dataset_id=input_spec.dataset_id)} - if not getattr(job_params, party_spec.role): - setattr(job_params, party_spec.role, input_dict) - else: - getattr(job_params, party_spec.role).update(input_dict) - bfia_conf_buf["job_params"] = job_params task_params = TaskParamsSpec() @@ -427,22 +401,39 @@ def translate_dag_to_bfia_config(cls, dag: DAGSpec, schema_version: str): if party_task_spec.parameters: party_conf[task_name].update(party_task_spec.parameters) - if party_task_spec.inputs and party_task_spec.inputs.data: - data_warehouse = list(party_task_spec.inputs.data.values())[0]["data_warehouse"] - if data_warehouse.name and data_warehouse.namespace: - party_conf[task_name]["dataset_id"] = "#".join( - [data_warehouse.namespace, data_warehouse.name] - ) - elif data_warehouse.dataset_id: - party_conf[task_name]["dataset_id"] = data_warehouse.dataset_id - if role not in party_task_params: party_task_params[role] = dict() party_task_params[role][party_str] = party_conf + for role, conf in party_task_params.items(): setattr(task_params, role, conf) + for task_name, task_spec in dag.tasks.items(): + if not task_spec.inputs or not task_spec.inputs.data: + continue + + parties = task_spec.parties if task_spec.parties else dag.parties + for _, input_artifact_specs in task_spec.inputs.data.items(): + for input_artifact_key, input_spec_list in input_artifact_specs.items(): + if not isinstance(input_spec_list, list): + input_spec_list = [input_spec_list] + for input_spec in input_spec_list: + if not isinstance(input_spec, DataWarehouseChannelSpec): + continue + input_parties = input_spec.parties if input_spec.parties else parties + for party_spec in input_parties: + party_str = "|".join(map(str, + [getattr(role_spec, party_spec.role).index(party_id) for + party_id in party_spec.party_id] + )) + input_dict = { + party_str: {task_name: dict(dataset_id=input_spec.dataset_id)}} + if not getattr(task_params, party_spec.role): + setattr(task_params, party_spec.role, input_dict) + else: + getattr(task_params, party_spec.role).update(input_dict) + bfia_conf_buf["task_params"] = task_params return ConfSpec(**bfia_conf_buf) From 527ae91045b3938002c3bea27054736c29e9d37a Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 25 Dec 2023 20:55:51 +0800 Subject: [PATCH 422/482] fix task parser Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/task.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/controller/task.py b/python/fate_flow/controller/task.py index 3f7dfb20d..3c3453f2f 100644 --- a/python/fate_flow/controller/task.py +++ b/python/fate_flow/controller/task.py @@ -62,7 +62,8 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task_node = job_parser.get_task_node(role=role, party_id=party_id, task_name=task_name) task_parser = job_parser.task_parser( task_node=task_node, job_id=job_id, task_name=task_name, role=role, party_id=party_id, - task_id=task_id, execution_id=execution_id, task_version=task_version, parties=dag_schema.dag.parties, + task_id=task_id, execution_id=execution_id, task_version=task_version, + parties=job_parser.get_task_runtime_parties(task_name), model_id=dag_schema.dag.conf.model_id, model_version=dag_schema.dag.conf.model_version ) if is_scheduler: From 5a9438e93d3fcb26c15ac4cd56893a7ab8f463e8 Mon Sep 17 00:00:00 2001 From: sagewe Date: Mon, 25 Dec 2023 20:55:00 +0800 Subject: [PATCH 423/482] improve proto buffer generation Signed-off-by: sagewe --- proto/generate_proto_buffer.sh | 95 ++++++++++++++++++++++++++++++++++ proto/proto_generate.sh | 40 -------------- 2 files changed, 95 insertions(+), 40 deletions(-) create mode 100644 proto/generate_proto_buffer.sh delete mode 100644 proto/proto_generate.sh diff --git a/proto/generate_proto_buffer.sh b/proto/generate_proto_buffer.sh new file mode 100644 index 000000000..ca0cf34fd --- /dev/null +++ b/proto/generate_proto_buffer.sh @@ -0,0 +1,95 @@ +#!/usr/bin/env bash +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# Constants +BASEDIR=$(dirname "$0") +PROTO_DIR="proto" +TARGET_DIR="../python/ofx/api/proto" + +# Function to display help +show_help() { + echo "Usage: $(basename "$0") [options]" + echo "Options:" + echo " -h, --help Show this help message" + echo " -r, --recursive Process directories recursively" + echo " -c, --clean Clean target directory before generation" +} + +# Function to check if grpc_tools is installed +check_grpc_tools_installed() { + python3 -c "import grpc_tools.protoc" 2>/dev/null + if [ $? -ne 0 ]; then + echo "grpc_tools is not installed. Please install it using 'python3 -m pip install grpcio-tools'" + exit 1 + fi +} + +# Function to generate stubs +generate() { + if grep -q "^service " "$3"; then + # Generate both Python and gRPC stubs + python3 -m grpc_tools.protoc -I"$1" \ + --python_out="$2" \ + --grpc_python_out="$2" \ + --mypy_out="$2" \ + "$3" + else + # Generate only Python stubs + python3 -m grpc_tools.protoc -I"$1" \ + --python_out="$2" \ + --mypy_out="$2" \ + "$3" + fi +} + +# Function to clean target directory +clean_target() { + rm -rf "$TARGET_DIR"/* +} + +# Function to generate stubs for all .proto files +generate_all() { + local recursive_flag=$1 + for sub_dir in "$BASEDIR"/*; do + if [ -d "$sub_dir" ] && [ "$sub_dir" != "$BASEDIR/$PROTO_DIR" ]; then + for proto in "$sub_dir"/*.proto; do + generate "$sub_dir" "$TARGET_DIR/${sub_dir##*/}" "$proto" + done + # Handle recursive flag + [ "$recursive_flag" == "true" ] && find "$sub_dir" -type d -exec bash -c 'generate_all "$1" "$2"' _ {} \; + fi + done +} + +# Parse command line options +recursive=false +clean=false +while [ $# -gt 0 ]; do + case $1 in + -h|--help) show_help; exit 0 ;; + -r|--recursive) recursive=true ;; + -c|--clean) clean=true ;; + *) echo "Unknown option: $1"; show_help; exit 1 ;; + esac + shift +done + +# Main execution +check_grpc_tools_installed +cd "$BASEDIR" || { echo "Failed to change directory to $BASEDIR"; exit 1; } +[ "$clean" == "true" ] && clean_target +generate_all "$recursive" +echo "Generation completed" diff --git a/proto/proto_generate.sh b/proto/proto_generate.sh deleted file mode 100644 index cbd7bd806..000000000 --- a/proto/proto_generate.sh +++ /dev/null @@ -1,40 +0,0 @@ -#!/usr/bin/env bash - -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# - -BASEDIR=$(dirname "$0") -cd "$BASEDIR" || exit - -PROTO_DIR="proto" -TARGER_DIR="generated" - -generate() { - python -m .protoc -I./$PROTO_DIR --python_out=./$TARGER_DIR "$1" -} - -generate_all() { - for proto in "$PROTO_DIR"/*.proto; do - echo "protoc: $proto" - generate "$proto" - done -} - -if [ $# -gt 0 ]; then - generate "$1" -else - generate_all -fi From 84d88f8b7dd4d51b1adefbdaddc6722ea1491a34 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Tue, 26 Dec 2023 10:49:44 +0800 Subject: [PATCH 424/482] update dataset Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/controller/parser.py | 24 +++++++----------------- 1 file changed, 7 insertions(+), 17 deletions(-) diff --git a/python/fate_flow/controller/parser.py b/python/fate_flow/controller/parser.py index 719df03fc..5f492aa2e 100644 --- a/python/fate_flow/controller/parser.py +++ b/python/fate_flow/controller/parser.py @@ -797,25 +797,15 @@ def component_ref_list(self, role, party_id): return _list def dataset_list(self, role, party_id) -> List[DataSet]: - def append_dataset(datasets, channel): - if isinstance(channel, DataWarehouseChannelSpec): - if channel.name and channel.namespace: - datasets.append(DataSet(**{ - "name": channel.name, - "namespace": channel.namespace - })) - _list = [] + data_set = [] for task_name in self.party_topological_sort(role=role, party_id=party_id): task_node = self.get_task_node(role=role, party_id=party_id, task_name=task_name) - input_artifacts = FlowRuntimeInputArtifacts(**task_node.upstream_inputs.get(role, {}).get(party_id, {})) - if input_artifacts.data: - for _k, _channels in input_artifacts.data.items(): - if isinstance(_channels, list): - for _channel in _channels: - append_dataset(_list, _channel) - else: - append_dataset(_list, _channels) - return _list + parties = self.get_task_runtime_parties(task_name=task_name) + if task_node.component_ref.lower() == "reader" and job_utils.check_party_in(role, party_id, parties): + name = task_node.runtime_parameters.get("name") + namespace = task_node.runtime_parameters.get("namespace") + data_set.append(DataSet(**{"name": name, "namespace": namespace})) + return data_set def role_parameters(self, role, party_id): _dict = {} From 9c6bb50705218faffc892b6fc2bfca2d0e1f55c6 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 26 Dec 2023 14:23:42 +0800 Subject: [PATCH 425/482] fix parser Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/adapter/bfia/bridge/job.py | 6 +++--- python/fate_flow/controller/parser.py | 5 +++++ 2 files changed, 8 insertions(+), 3 deletions(-) diff --git a/python/fate_flow/adapter/bfia/bridge/job.py b/python/fate_flow/adapter/bfia/bridge/job.py index 89cf7db43..bac081ad3 100644 --- a/python/fate_flow/adapter/bfia/bridge/job.py +++ b/python/fate_flow/adapter/bfia/bridge/job.py @@ -17,8 +17,8 @@ def create_job(submit_job_input: SubmitJobInput): components_desc[name] = BFIAComponentSpec.parse_obj(desc) bfia_dag = Translator.translate_dag_to_bfia_dag(dag_schema, components_desc) job_id = BfiaJobController.request_create_job( - bfia_dag.dag.dag.dict(), - bfia_dag.dag.config.dict(), + bfia_dag.dag.dag.dict(exclude_defaults=True), + bfia_dag.dag.config.dict(exclude_defaults=True), bfia_dag.dag.flow_id, bfia_dag.dag.old_job_id ) @@ -51,7 +51,7 @@ def update_status(status): BfiaJobStatus.PENDING: JobStatus.WAITING, BfiaJobStatus.READY: JobStatus.WAITING, BfiaJobStatus.RUNNING: JobStatus.RUNNING, - BfiaJobStatus.FINISHED: JobStatus.FINISHED, + BfiaJobStatus.FINISHED: JobStatus.SUCCESS, BfiaJobStatus.REJECTED: JobStatus.FAILED, BfiaJobStatus.SUCCESS: JobStatus.SUCCESS, BfiaJobStatus.FAILED: JobStatus.FAILED, diff --git a/python/fate_flow/controller/parser.py b/python/fate_flow/controller/parser.py index 719df03fc..98b57db29 100644 --- a/python/fate_flow/controller/parser.py +++ b/python/fate_flow/controller/parser.py @@ -474,6 +474,9 @@ def _get_upstream_inputs(self, name, task_spec, role, party_id): if input_type not in upstream_inputs: upstream_inputs[input_type] = dict() + + if is_list and len(inputs) == 1: + is_list = False upstream_inputs[input_type][input_key] = inputs if is_list else inputs[0] elif artifact_source == ArtifactSourceType.DATA_WAREHOUSE: is_list = True @@ -492,6 +495,8 @@ def _get_upstream_inputs(self, name, task_spec, role, party_id): if input_type not in upstream_inputs: upstream_inputs[input_type] = dict() + if is_list and len(inputs) == 1: + is_list = False upstream_inputs[input_type][input_key] = inputs if is_list else inputs[0] else: if not isinstance(channel_spec_list, list): From 1412e19b9aab19b802cf841624b65ebbdc89d6e8 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Tue, 26 Dec 2023 15:00:18 +0800 Subject: [PATCH 426/482] update dataset Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/controller/job.py | 16 ++-------------- python/fate_flow/controller/parser.py | 2 +- 2 files changed, 3 insertions(+), 15 deletions(-) diff --git a/python/fate_flow/controller/job.py b/python/fate_flow/controller/job.py index 89b2280c6..e590d9811 100644 --- a/python/fate_flow/controller/job.py +++ b/python/fate_flow/controller/job.py @@ -347,22 +347,10 @@ def data_view(cls, job_id, role, party_id): for party in dag.dag.parties: data_view[party.role] = {} for party_id in party.party_id: - data_view[party.role][party_id] = cls.party_data_view(job_parser, party.role, party_id) + dataset = job_parser.dataset_list(party.role, party_id) + data_view[party.role][party_id] = [data.to_dict() for data in dataset] return dict(role=role, party_id=party_id, data_view=data_view) - @classmethod - def party_data_view(cls, job_parser, role, party_id): - task_list = job_parser.party_topological_sort(role=role, party_id=party_id) - dataset = [] - for task_name in task_list: - task_node = job_parser.get_task_node(role=role, party_id=party_id, task_name=task_name) - parties = job_parser.get_task_runtime_parties(task_name=task_name) - if task_node.component_ref.lower() == "reader" and job_utils.check_party_in(role, party_id, parties): - name = task_node.runtime_parameters.get("name") - namespace = task_node.runtime_parameters.get("namespace") - dataset.append(dict(namespace=namespace, name=name)) - return dataset - @classmethod def adapt_party_parameters(cls, dag_schema: DAGSchema, role): cores, task_run, task_cores = cls.calculate_resource(dag_schema, role) diff --git a/python/fate_flow/controller/parser.py b/python/fate_flow/controller/parser.py index 5f492aa2e..c2ae6c498 100644 --- a/python/fate_flow/controller/parser.py +++ b/python/fate_flow/controller/parser.py @@ -796,7 +796,7 @@ def component_ref_list(self, role, party_id): _list.append(node.component_ref) return _list - def dataset_list(self, role, party_id) -> List[DataSet]: + def dataset_list(self, role, party_id): data_set = [] for task_name in self.party_topological_sort(role=role, party_id=party_id): task_node = self.get_task_node(role=role, party_id=party_id, task_name=task_name) From b7cc3e05d4678adf193f3a58ff9266a98584eb16 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 26 Dec 2023 22:01:11 +0800 Subject: [PATCH 427/482] update examples Signed-off-by: zhihuiwan <15779896112@163.com> --- .../bfia/fate/job/dataframe_transformer.yaml | 28 ++++++---------- examples/bfia/fate/job/psi_lr.yaml | 32 ++++++++++--------- examples/bfia/fate/job/psi_sbt.yaml | 32 ++++++++++--------- .../bfia/fate/register/fate_components.json | 2 +- 4 files changed, 45 insertions(+), 49 deletions(-) diff --git a/examples/bfia/fate/job/dataframe_transformer.yaml b/examples/bfia/fate/job/dataframe_transformer.yaml index 2a94aa107..1b0b0d76f 100644 --- a/examples/bfia/fate/job/dataframe_transformer.yaml +++ b/examples/bfia/fate/job/dataframe_transformer.yaml @@ -11,29 +11,21 @@ dag: - party_id: - JG0100001100000010 role: guest - party_tasks: - guest_0: - parties: - - party_id: - - JG0100001100000010 - role: guest - tasks: - transformer_0: - parameters: - name: 111 - namespace: 111 - site_name: null - inputs: - data: - table: - data_warehouse: - dataset_id: 222#222 stage: default tasks: transformer_0: + parameters: + name: guest + namespace: test + site_name: null conf: provider: "fate" version: "2.0.0" + inputs: + data: + table: + data_warehouse: + dataset_id: upload#guest outputs: data: dataframe_output: @@ -48,5 +40,5 @@ dag: - party_id: - JG0100001100000010 role: guest -schema_version: 2.0.0.rc1 +schema_version: 2.0.0 kind: bfia diff --git a/examples/bfia/fate/job/psi_lr.yaml b/examples/bfia/fate/job/psi_lr.yaml index 2120fe88c..5c7e00768 100644 --- a/examples/bfia/fate/job/psi_lr.yaml +++ b/examples/bfia/fate/job/psi_lr.yaml @@ -1,9 +1,11 @@ dag: conf: extra: + flow_id: '' initiator: - role: guest party_id: JG0100001100000010 + role: guest + old_job_id: '' parties: - party_id: - JG0100001100000010 @@ -25,13 +27,6 @@ dag: - party_id: - JG0100001100000010 role: guest - tasks: - psi_0: - inputs: - data: - input_data: - data_warehouse: - dataset_id: test_data#guest host_JG0100001100000010: conf: resources: @@ -42,13 +37,6 @@ dag: - party_id: - JG0100001100000010 role: host - tasks: - psi_0: - inputs: - data: - input_data: - data_warehouse: - dataset_id: test_data#host tasks: lr_0: component_ref: coordinated_lr @@ -94,6 +82,20 @@ dag: provider: fate version: 2.0.0 dependent_tasks: [] + inputs: + data: + input_data: + data_warehouse: + - dataset_id: test#guest + parties: + - party_id: + - JG0100001100000010 + role: guest + - dataset_id: test#host + parties: + - party_id: + - JG0100001100000010 + role: host outputs: data: output_data: diff --git a/examples/bfia/fate/job/psi_sbt.yaml b/examples/bfia/fate/job/psi_sbt.yaml index 0a459b413..e8f634306 100644 --- a/examples/bfia/fate/job/psi_sbt.yaml +++ b/examples/bfia/fate/job/psi_sbt.yaml @@ -1,9 +1,11 @@ dag: conf: extra: + flow_id: '' initiator: - role: guest party_id: JG0100001100000010 + role: guest + old_job_id: '' parties: - party_id: - JG0100001100000010 @@ -22,13 +24,6 @@ dag: - party_id: - JG0100001100000010 role: guest - tasks: - psi_0: - inputs: - data: - input_data: - data_warehouse: - dataset_id: test_data#guest host_JG0100001100000010: conf: resources: @@ -39,13 +34,6 @@ dag: - party_id: - JG0100001100000010 role: host - tasks: - psi_0: - inputs: - data: - input_data: - data_warehouse: - dataset_id: test_data#host tasks: psi_0: component_ref: psi @@ -53,6 +41,20 @@ dag: provider: fate version: 2.0.0 dependent_tasks: [] + inputs: + data: + input_data: + data_warehouse: + - dataset_id: test#guest + parties: + - party_id: + - JG0100001100000010 + role: guest + - dataset_id: test#host + parties: + - party_id: + - JG0100001100000010 + role: host outputs: data: output_data: diff --git a/examples/bfia/fate/register/fate_components.json b/examples/bfia/fate/register/fate_components.json index 71675d391..9def3a501 100644 --- a/examples/bfia/fate/register/fate_components.json +++ b/examples/bfia/fate/register/fate_components.json @@ -4,7 +4,7 @@ "version": "2.0.0", "metadata": { "base_url": "", - "image": "federatedai/fate:2.0.0.rc1" + "image": "federatedai/fate:2.0.0" }, "protocol": "bfia", "components_description": { From 4d324907a0d3ba13797615d1f272a39e540b6454 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 26 Dec 2023 22:01:44 +0800 Subject: [PATCH 428/482] fix bfia Signed-off-by: zhihuiwan <15779896112@163.com> --- .../adapter/bfia/container/wraps/wraps.py | 28 +++++++++++++------ .../adapter/bfia/translator/dsl_translator.py | 1 + 2 files changed, 21 insertions(+), 8 deletions(-) diff --git a/python/fate_flow/adapter/bfia/container/wraps/wraps.py b/python/fate_flow/adapter/bfia/container/wraps/wraps.py index 772848720..7ab268c04 100644 --- a/python/fate_flow/adapter/bfia/container/wraps/wraps.py +++ b/python/fate_flow/adapter/bfia/container/wraps/wraps.py @@ -273,10 +273,12 @@ def set_component_desc(self): "--save", desc_file ] - + std = open(os.path.join(self.task_output_dir, "std.txt"), "w") p = subprocess.Popen( process_cmd, - env=os.environ + env=os.environ, + stdout=std, + stderr=std ) p.wait() if os.path.exists(desc_file): @@ -330,7 +332,7 @@ def _preprocess_input_artifacts(self): continue path = os.path.join(self.data_home, address.namespace, address.name) os.makedirs(os.path.dirname(path), exist_ok=True) - metadata = self.io.s3_to_local(address, path=path) + metadata = self.io.s3_to_local(address, self.data_home, path=path) input_artifacts[name] = metadata self._set_stage(stage) return input_artifacts @@ -359,7 +361,10 @@ def _generate_device(): def _generate_computing_conf(self): return StandaloneComputingSpec( type=COMPUTING_ENGINE, - metadata={"computing_id": f"{self.config.config.session_id}{self.self_role}"} + metadata=dict( + computing_id=f"{self.config.config.session_id}_{self.self_role}", + options=dict(data_dir=self.data_home) + ) ) def _generate_federation_conf(self): @@ -391,10 +396,14 @@ def _push_data(self, output_key, output_data: ArtifactOutputSpec): meta.metadata.metadata["schema"] = output_data.metadata.metadata.get("schema", {}) meta.metadata.source = output_data.metadata.source address = self.config.runtime.component.output.get(output_key) + if output_data.metadata.name and output_data.metadata.namespace: + name, namespace = output_data.metadata.name, output_data.metadata.namespace + else: + name, namespace = address.name, address.namespace path = output_data.uri.split("://")[1] logger.info(f"start upload {path} to s3") - logger.info(f"namespace {address.namespace} name {address.name}") - self.io.upload_to_s3(path, address.name, address.namespace, metadata=meta.metadata.dict()) + logger.info(f"namespace {namespace} name {name}") + self.io.upload_to_s3(path, name, namespace, metadata=meta.metadata.dict()) def _push_model(self, output_key, output_model: ArtifactOutputSpec): address = self.config.runtime.component.output.get(output_key) @@ -479,7 +488,7 @@ def parser_storage_address(storage_address): parameters[key] = ps.get(key, [''])[0] return protocol, host, port, parameters - def s3_to_local(self, address, path): + def s3_to_local(self, address, data_home, path): table = self.storage_session.get_table(name=address.name, namespace=address.namespace) table.download_data_to_local(local_path=path) schema = json.loads(table.meta_output()).get("metadata") @@ -495,7 +504,10 @@ def s3_to_local(self, address, path): uri=f"{COMPUTING_ENGINE}:///{address.namespace}/{address.name}" ) from fate.arch.computing.backends.standalone import standalone_raw - standalone_raw._TableMetaManager.add_table_meta(namespace=address.namespace, name=address.name, num_partitions=self._partitions) + standalone_raw._TableMetaManager.add_table_meta( + data_dir=data_home, namespace=address.namespace, name=address.name, num_partitions=self._partitions, + key_serdes_type=0, value_serdes_type=0, partitioner_type=0 + ) return meta def upload_to_s3(self, path, name, namespace, metadata): diff --git a/python/fate_flow/adapter/bfia/translator/dsl_translator.py b/python/fate_flow/adapter/bfia/translator/dsl_translator.py index 2747042ab..459acbf4b 100644 --- a/python/fate_flow/adapter/bfia/translator/dsl_translator.py +++ b/python/fate_flow/adapter/bfia/translator/dsl_translator.py @@ -409,6 +409,7 @@ def translate_dag_to_bfia_config(cls, dag: DAGSpec, schema_version: str): for role, conf in party_task_params.items(): setattr(task_params, role, conf) + if dag.tasks: for task_name, task_spec in dag.tasks.items(): if not task_spec.inputs or not task_spec.inputs.data: continue From 9800b68718f082b2cf0b33874d0966c4a71fbebf Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 27 Dec 2023 12:06:10 +0800 Subject: [PATCH 429/482] fix cleanup Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/backend/_eggroll_deepspeed.py | 3 ++- python/fate_flow/engine/devices/deepspeed.py | 1 + python/fate_flow/engine/devices/local.py | 3 +++ 3 files changed, 6 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/engine/backend/_eggroll_deepspeed.py b/python/fate_flow/engine/backend/_eggroll_deepspeed.py index 7bace9cf6..f5d75fad9 100644 --- a/python/fate_flow/engine/backend/_eggroll_deepspeed.py +++ b/python/fate_flow/engine/backend/_eggroll_deepspeed.py @@ -157,7 +157,8 @@ def generate_command_arguments(env_name, output_path=f"{DEEPSPEED_RESULT_PLACEHO return command_arguments def _cleanup1(self, session_id, task_info, **kwargs): - self.kill(session_id) + # self.kill(session_id) + pass @staticmethod def kill(session_id): diff --git a/python/fate_flow/engine/devices/deepspeed.py b/python/fate_flow/engine/devices/deepspeed.py index bbaa780d1..d019e4c7e 100644 --- a/python/fate_flow/engine/devices/deepspeed.py +++ b/python/fate_flow/engine/devices/deepspeed.py @@ -71,6 +71,7 @@ def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_ def cleanup(self, task: Task): self.kill(task) + self._cleanup(task) def kill(self, task): schedule_logger(task.f_job_id).info(f"start kill deepspeed task {task.f_worker_id}") diff --git a/python/fate_flow/engine/devices/local.py b/python/fate_flow/engine/devices/local.py index 91c91f94f..441f03853 100644 --- a/python/fate_flow/engine/devices/local.py +++ b/python/fate_flow/engine/devices/local.py @@ -46,6 +46,9 @@ def is_alive(self, task): return process_utils.check_process(pid=int(task.f_run_pid), task=task) def cleanup(self, task: Task): + return self._cleanup(task) + + def _cleanup(self, task: Task): return WorkerManager.start_task_worker( worker_name=WorkerName.TASK_CLEAN, task_info=task.to_human_model_dict(), From f18e9e20ba5ba62e7381ed74c63fd3e81f7438d0 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 27 Dec 2023 15:10:46 +0800 Subject: [PATCH 430/482] fix cleanup Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/devices/deepspeed.py | 2 +- python/fate_flow/engine/devices/local.py | 5 +++-- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/python/fate_flow/engine/devices/deepspeed.py b/python/fate_flow/engine/devices/deepspeed.py index d019e4c7e..7191e453f 100644 --- a/python/fate_flow/engine/devices/deepspeed.py +++ b/python/fate_flow/engine/devices/deepspeed.py @@ -70,8 +70,8 @@ def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_ return run_info def cleanup(self, task: Task): + self._cleanup(task, sync=True) self.kill(task) - self._cleanup(task) def kill(self, task): schedule_logger(task.f_job_id).info(f"start kill deepspeed task {task.f_worker_id}") diff --git a/python/fate_flow/engine/devices/local.py b/python/fate_flow/engine/devices/local.py index 441f03853..0d3c31d4a 100644 --- a/python/fate_flow/engine/devices/local.py +++ b/python/fate_flow/engine/devices/local.py @@ -48,14 +48,15 @@ def is_alive(self, task): def cleanup(self, task: Task): return self._cleanup(task) - def _cleanup(self, task: Task): + def _cleanup(self, task: Task, sync=False): return WorkerManager.start_task_worker( worker_name=WorkerName.TASK_CLEAN, task_info=task.to_human_model_dict(), extra_env={"PYTHONPATH": self.provider.python_path}, executable=[self.provider.python_env], common_cmd=self.generate_cleanup_cmd(), - task_parameters=task.f_component_parameters + task_parameters=task.f_component_parameters, + sync=sync ) def download_output(self, task): From 7d7d5c98716e6f26465f44b8389ad582022ed1d9 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Wed, 27 Dec 2023 17:55:09 +0800 Subject: [PATCH 431/482] update swagger.yaml Signed-off-by: chengtcc <864261919@qq.com> --- doc/swagger/swagger.yaml | 99 ++++++++++++++++++++++++++++++----- python/fate_flow/apps/desc.py | 2 +- 2 files changed, 88 insertions(+), 13 deletions(-) diff --git a/doc/swagger/swagger.yaml b/doc/swagger/swagger.yaml index 03cbaba00..a20e12ed7 100644 --- a/doc/swagger/swagger.yaml +++ b/doc/swagger/swagger.yaml @@ -198,6 +198,22 @@ paths: $ref: '#/definitions/ReqComponentUpload' tags: - data + /data/component/upload/file: + post: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseUploadData' + operationId: post_upload_data_file + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqComponentUploadFile' + tags: + - data /data/download: get: responses: @@ -266,6 +282,22 @@ paths: type: string tags: - job + /job/data/view: + get: + responses: + '200': + description: Success + schema: + $ref: '#/definitions/ResponseJobClean' + operationId: get_data_view + parameters: + - name: payload + required: true + in: body + schema: + $ref: '#/definitions/ReqDataView' + tags: + - job /job/list/query: get: responses: @@ -1157,9 +1189,7 @@ paths: name: version type: string - required: false - description: >- - Registered algorithm full name, provider + ':' + version + '@' + - running mode, e.g., fate:2.0.0@local + description: Registered algorithm full name, provider + ':' + version + '@' + running mode, e.g., fate:2.0.0@local in: query name: provider_name type: string @@ -1372,7 +1402,7 @@ paths: - table info: title: FATE Flow restful api - version: 2.0.0-beta + version: 2.0.0 produces: - application/json consumes: @@ -1530,6 +1560,30 @@ definitions: namespace: type: string type: object + ReqComponentUploadFile: + required: + - head + - partitions + properties: + head: + type: boolean + description: Whether the first row of the file is the data's head + partitions: + type: integer + description: Number of data partitions + meta: + type: object + description: Metadata of the data + extend_sid: + type: boolean + description: Whether to automatically fill a column as data row ID + namespace: + type: string + description: Namespace of the data table + name: + type: string + description: Name of the data table + type: object ReqComponentDownload: required: - name @@ -1577,6 +1631,9 @@ definitions: name: type: string description: Name of the data table + site_name: + type: string + description: Site name drop: type: boolean description: Whether to destroy data if it already exists @@ -1587,9 +1644,7 @@ definitions: properties: dag_schema: type: object - description: >- - Definition and configuration of jobs, including the configuration of - multiple tasks + description: Definition and configuration of jobs, including the configuration of multiple tasks user_name: type: string description: Name of the data table @@ -1646,6 +1701,22 @@ definitions: job_id: type: string type: object + ReqDataView: + required: + - job_id + - party_id + - role + properties: + job_id: + type: string + description: Job ID + role: + type: string + description: 'Role of the participant: guest/host/arbiter/local' + party_id: + type: string + description: Site ID + type: object ReqNodesAdd: required: - job_id @@ -1901,6 +1972,12 @@ definitions: metadata: type: string description: Detailed information about component registration + protocol: + type: string + description: 'Protocol: fate/bfia,etc.' + components_description: + type: string + description: Components description type: object ReqProviderDelete: properties: @@ -1915,9 +1992,7 @@ definitions: description: Component version provider_name: type: string - description: >- - Registered algorithm full name, provider + ':' + version + '@' + - running mode, e.g., fate:2.0.0@local + description: Registered algorithm full name, provider + ':' + version + '@' + running mode, e.g., fate:2.0.0@local type: object ReqServerRegistry: required: @@ -1936,7 +2011,7 @@ definitions: description: Service port protocol: type: string - description: 'Protocol: http/https' + description: 'Protocol: fate/bfia,etc.' type: object ResponseServerRegister: allOf: @@ -1996,4 +2071,4 @@ responses: ParseError: description: When a mask can't be parsed MaskError: - description: When any error occurs on mask \ No newline at end of file + description: When any error occurs on mask diff --git a/python/fate_flow/apps/desc.py b/python/fate_flow/apps/desc.py index 9834c08cd..6ee7fdcff 100644 --- a/python/fate_flow/apps/desc.py +++ b/python/fate_flow/apps/desc.py @@ -59,7 +59,7 @@ SERVICE_NAME = "Service name" HOST = "Host IP" PORT = "Service port" -PROTOCOL = "Protocol: http/https" +PROTOCOL = "Protocol: fate/bfia,etc." URI = "Service path" METHOD = "Request method: POST/GET, etc." PARAMS = "Request header parameters" From fd476232607e6146691f7e041f8306a67de1a13b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 27 Dec 2023 19:25:23 +0800 Subject: [PATCH 432/482] fix dag translate Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/adapter/bfia/translator/dsl_translator.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/adapter/bfia/translator/dsl_translator.py b/python/fate_flow/adapter/bfia/translator/dsl_translator.py index 459acbf4b..7ab6e9dbe 100644 --- a/python/fate_flow/adapter/bfia/translator/dsl_translator.py +++ b/python/fate_flow/adapter/bfia/translator/dsl_translator.py @@ -353,7 +353,8 @@ def translate_dag_to_bfia_config(cls, dag: DAGSpec, schema_version: str): bfia_conf_buf["role"] = role_spec job_params = JobParamsSpec() - job_params.common = JobCommonSpec(**dag.conf.dict(exclude_defaults=True)) + if dag.conf: + job_params.common = JobCommonSpec(**dag.conf.dict(exclude_defaults=True)) if dag.party_tasks: parties_conf = dict() From d09880a575144a736158aae9482978349a693e8c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 27 Dec 2023 19:26:08 +0800 Subject: [PATCH 433/482] fix bfia bug Signed-off-by: zhihuiwan <15779896112@163.com> --- .../bfia/fate/job/dataframe_transformer.yaml | 4 +- python/fate_flow/adapter/bfia/bridge/job.py | 2 +- python/fate_flow/adapter/bfia/wheels/job.py | 38 +++++++++++++++---- 3 files changed, 34 insertions(+), 10 deletions(-) diff --git a/examples/bfia/fate/job/dataframe_transformer.yaml b/examples/bfia/fate/job/dataframe_transformer.yaml index 1b0b0d76f..8150aaea0 100644 --- a/examples/bfia/fate/job/dataframe_transformer.yaml +++ b/examples/bfia/fate/job/dataframe_transformer.yaml @@ -15,8 +15,8 @@ dag: tasks: transformer_0: parameters: - name: guest - namespace: test + name: breast_hetero_guest + namespace: experiment site_name: null conf: provider: "fate" diff --git a/python/fate_flow/adapter/bfia/bridge/job.py b/python/fate_flow/adapter/bfia/bridge/job.py index bac081ad3..68019ce0e 100644 --- a/python/fate_flow/adapter/bfia/bridge/job.py +++ b/python/fate_flow/adapter/bfia/bridge/job.py @@ -22,7 +22,7 @@ def create_job(submit_job_input: SubmitJobInput): bfia_dag.dag.flow_id, bfia_dag.dag.old_job_id ) - return SubmitJobOutput(job_id=job_id) + return SubmitJobOutput(job_id=job_id, data=dict(model_id="", model_version="")) @classmethod def query_job(cls, query_job_input: QueryJobInput): diff --git a/python/fate_flow/adapter/bfia/wheels/job.py b/python/fate_flow/adapter/bfia/wheels/job.py index c74d94ca0..8254450ce 100644 --- a/python/fate_flow/adapter/bfia/wheels/job.py +++ b/python/fate_flow/adapter/bfia/wheels/job.py @@ -1,5 +1,7 @@ from copy import deepcopy +from fate_flow.adapter.bfia.wheels.parser import get_dag_parser + from fate_flow.adapter.bfia.settings import LOCAL_SITE_ID as PARTY_ID from fate_flow.adapter.bfia.utils.entity.code import ReturnCode from fate_flow.adapter.bfia.utils.entity.status import TaskStatus, JobStatus, EndStatus @@ -162,9 +164,11 @@ def stop_job(cls, job, task_name): job_id=job.f_job_id, role=job.f_role, party_id=job.f_party_id, only_latest=True, reverse=True ) - + update_job = False # stop tasks for task in tasks: + if task.f_party_status == TaskStatus.FAILED: + update_job = True # if task.f_status in [TaskStatus.SUCCESS, TaskStatus.PENDING, TaskStatus.READY]: # continue schedule_logger(job_id=job.f_job_id).info(f"[stop]start to kill task {task.f_task_name} " @@ -173,12 +177,32 @@ def stop_job(cls, job, task_name): schedule_logger(job_id=job.f_job_id).info(f"[stop]Kill {task.f_task_name} task completed: {status}") # update job status - BfiaJobController.update_job_status({ - "job_id": job.f_job_id, - "role": job.f_role, - "party_id": job.f_party_id, - "status": JobStatus.FINISHED - }) + if update_job or cls.calculate_job_is_finished(job): + BfiaJobController.update_job_status({ + "job_id": job.f_job_id, + "role": job.f_role, + "party_id": job.f_party_id, + "status": JobStatus.FINISHED + }) + + @classmethod + def calculate_job_is_finished(cls, job): + schedule_logger(job.f_job_id).info("start to calculate job status") + dag_schema = DagSchemaSpec.parse_obj(job.f_dag) + job_parser = get_dag_parser(dag_schema) + task_list = job_parser.party_topological_sort(role=job.f_role, party_id=job.f_party_id) + waiting_list = [] + for name in task_list: + tasks = JobSaver.query_task( + job_id=job.f_job_id, role=job.f_role, party_id=job.f_party_id, + only_latest=True, reverse=True, task_name=name + ) + if not tasks: + waiting_list.append(name) + if waiting_list: + schedule_logger(job.f_job_id).info(f"task {waiting_list} is waiting to run") + return False + return True @classmethod def calculate_multi_party_job_status(cls, party_status): From 9be7140900f83cfe06430f7b4055cad348f8096a Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 27 Dec 2023 19:27:17 +0800 Subject: [PATCH 434/482] update examples Signed-off-by: zhihuiwan <15779896112@163.com> --- ...\346\263\225\346\217\217\350\277\260.json" | 2 +- examples/bfia/fate/job/psi_sbt.yaml | 2 +- .../pipeline/test_dataframe_transformer.py | 48 ++++++++++++ examples/bfia/fate/pipeline/test_lr.py | 58 ++++++++++++++ examples/bfia/fate/pipeline/test_sbt.py | 58 ++++++++++++++ .../bfia/fate/register/fate_components.json | 4 +- .../unionpay/pipeline/test_unionpay_lr.py | 75 ++++++++++++++++++ .../unionpay/pipeline/test_unionpay_sbt.py | 77 +++++++++++++++++++ .../examples/job/fate/fate_components.json | 4 +- .../bfia/examples/job/fate/fate_psi_sbt.json | 2 +- ...\346\263\225\346\217\217\350\277\260.json" | 2 +- 11 files changed, 324 insertions(+), 8 deletions(-) create mode 100644 examples/bfia/fate/pipeline/test_dataframe_transformer.py create mode 100644 examples/bfia/fate/pipeline/test_lr.py create mode 100644 examples/bfia/fate/pipeline/test_sbt.py create mode 100644 examples/bfia/unionpay/pipeline/test_unionpay_lr.py create mode 100644 examples/bfia/unionpay/pipeline/test_unionpay_sbt.py diff --git "a/examples/bfia/fate/component_define/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" "b/examples/bfia/fate/component_define/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" index dbc0f1735..527418efa 100644 --- "a/examples/bfia/fate/component_define/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" +++ "b/examples/bfia/fate/component_define/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" @@ -1,5 +1,5 @@ { - "componentName": "hetero_sbt", + "componentName": "hetero_secureboost", "title": "sbt", "provider": "fate", "version": "2.0.0", diff --git a/examples/bfia/fate/job/psi_sbt.yaml b/examples/bfia/fate/job/psi_sbt.yaml index e8f634306..4b35cc209 100644 --- a/examples/bfia/fate/job/psi_sbt.yaml +++ b/examples/bfia/fate/job/psi_sbt.yaml @@ -73,7 +73,7 @@ dag: - JG0100001100000010 role: host sbt_0: - component_ref: hetero_sbt + component_ref: hetero_secureboost conf: provider: fate version: 2.0.0 diff --git a/examples/bfia/fate/pipeline/test_dataframe_transformer.py b/examples/bfia/fate/pipeline/test_dataframe_transformer.py new file mode 100644 index 000000000..4f59b01fa --- /dev/null +++ b/examples/bfia/fate/pipeline/test_dataframe_transformer.py @@ -0,0 +1,48 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +from fate_client.pipeline import FateFlowPipeline +from fate_client.pipeline.components.fate import DataFrameTransformer +from fate_client.pipeline.interface.channel import DataWarehouseChannel + + +def main(): + guest_party_id = "JG0100001100000010" + + pipeline = FateFlowPipeline().set_parties(guest=guest_party_id) + transformer_0 = DataFrameTransformer( + "transformer_0", + namespace="test", + name="guest", + table=DataWarehouseChannel( + dataset_id="upload#guest" + ) + ) + pipeline.set_site_role("guest") + pipeline.set_site_party_id(guest_party_id) + + pipeline.add_tasks([transformer_0]) + pipeline.protocol_kind = "bfia" + pipeline.conf.set( + "extra", + dict(initiator={'party_id': 'JG0100001100000010', 'role': 'guest'}) + ) + pipeline.compile() + # print(pipeline.get_dag()) + pipeline.fit() + + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/examples/bfia/fate/pipeline/test_lr.py b/examples/bfia/fate/pipeline/test_lr.py new file mode 100644 index 000000000..294d8310b --- /dev/null +++ b/examples/bfia/fate/pipeline/test_lr.py @@ -0,0 +1,58 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import argparse + +from fate_client.pipeline import FateFlowPipeline +from fate_client.pipeline.components.fate import CoordinatedLR, PSI, Reader +from fate_client.pipeline.components.fate import Evaluation +from fate_client.pipeline.interface.channel import DataWarehouseChannel + + +def main(): + guest = "JG0100001100000010" + host = "JG0100001100000010" + arbiter = "JG0100001100000010" + pipeline = FateFlowPipeline().set_parties(guest=guest, host=host, arbiter=arbiter) + pipeline.set_site_role("guest") + pipeline.set_site_party_id(guest) + + psi_0 = PSI("psi_0", + input_data=[DataWarehouseChannel(dataset_id="experiment#breast_hetero_guest", parties=dict(guest=guest)), + DataWarehouseChannel(dataset_id="experiment#breast_hetero_host", parties=dict(host=host))]) + lr_0 = CoordinatedLR("lr_0", + epochs=10, + batch_size=300, + optimizer={"method": "SGD", "optimizer_params": {"lr": 0.1}, "penalty": "l2", "alpha": 0.001}, + init_param={"fit_intercept": True, "method": "zeros"}, + train_data=psi_0.outputs["output_data"], + learning_rate_scheduler={"method": "linear", "scheduler_params": {"start_factor": 0.7, + "total_iters": 100}}) + + pipeline.add_tasks([psi_0, lr_0]) + + pipeline.protocol_kind = "bfia" + pipeline.conf.set( + "extra", + dict(initiator={'party_id': guest, 'role': 'guest'}) + ) + pipeline.guest.conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) + pipeline.hosts[0].conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) + pipeline.compile() + pipeline.fit() + + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/examples/bfia/fate/pipeline/test_sbt.py b/examples/bfia/fate/pipeline/test_sbt.py new file mode 100644 index 000000000..1e55b063c --- /dev/null +++ b/examples/bfia/fate/pipeline/test_sbt.py @@ -0,0 +1,58 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +import argparse + +from fate_client.pipeline import FateFlowPipeline +from fate_client.pipeline.components.fate import HeteroSecureBoost, PSI, Reader +from fate_client.pipeline.components.fate import Evaluation +from fate_client.pipeline.interface.channel import DataWarehouseChannel + + +def main(): + guest = "JG0100001100000010" + host = "JG0100001100000010" + + pipeline = FateFlowPipeline().set_parties(guest=guest, host=host) + + pipeline.set_site_role("guest") + pipeline.set_site_party_id(guest) + + psi_0 = PSI("psi_0", + input_data=[DataWarehouseChannel(dataset_id="experiment#breast_hetero_guest", parties=dict(guest=guest)), + DataWarehouseChannel(dataset_id="experiment#breast_hetero_host", parties=dict(host=host))]) + hetero_sbt_0 = HeteroSecureBoost( + "hetero_sbt_0", + train_data=psi_0.outputs["output_data"], + num_trees=1, + max_depth=3, + ) + + + pipeline.add_tasks([psi_0, hetero_sbt_0]) + + pipeline.protocol_kind = "bfia" + pipeline.conf.set( + "extra", + dict(initiator={'party_id': guest, 'role': 'guest'}) + ) + pipeline.guest.conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) + pipeline.hosts[0].conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) + pipeline.compile() + pipeline.fit() + + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/examples/bfia/fate/register/fate_components.json b/examples/bfia/fate/register/fate_components.json index 9def3a501..0ae9698aa 100644 --- a/examples/bfia/fate/register/fate_components.json +++ b/examples/bfia/fate/register/fate_components.json @@ -368,8 +368,8 @@ } ] }, - "hetero_sbt": { - "componentName": "hetero_sbt", + "hetero_secureboost": { + "componentName": "hetero_secureboost", "title": "sbt", "provider": "fate", "version": "2.0.0", diff --git a/examples/bfia/unionpay/pipeline/test_unionpay_lr.py b/examples/bfia/unionpay/pipeline/test_unionpay_lr.py new file mode 100644 index 000000000..6bd0f58bf --- /dev/null +++ b/examples/bfia/unionpay/pipeline/test_unionpay_lr.py @@ -0,0 +1,75 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from fate_client.pipeline import FateFlowPipeline +from fate_client.pipeline.adapters.bfia.components.unionpay.intersection import Intersection +from fate_client.pipeline.adapters.bfia.components.unionpay.hetero_lr import HeteroLR +from fate_client.pipeline.interface import DataWarehouseChannel + + +pipeline = FateFlowPipeline().set_parties( + guest="JG0100001100000010", + host="JG0100001100000010", + arbiter="JG0100001100000010" +) +pipeline.set_site_role("guest") +pipeline.set_site_party_id("JG0100001100000010") + +intersection_0 = Intersection( + "intersect_rsa_1", + id="id", + intersect_method="rsa", + only_output_key=False, + rsa_params=dict( + final_hash_method="sha256", + hash_method="sha256", + key_length=2048 + ), + sync_intersect_ids=True, + connect_engine="mesh", + train_data=[ + DataWarehouseChannel(dataset_id="testspace#test_guest", parties=dict(guest="JG0100001100000010")), + DataWarehouseChannel(dataset_id="testspace#test_host", parties=dict(host="JG0100001100000010")) + ] +) + +hetero_lr_0 = HeteroLR( + "hetero_logistic_regression_1", + id="id", + label="y", + batch_size=-1, + penalty="L2", + early_stop="diff", + tol=0.0001, + max_iter=2, + alpha=0.01, + optimizer="nesterov_momentum_sgd", + init_param={"init_method":"zeros"}, + learning_rate=0.15, + connect_engine="mesh", + train_data=intersection_0.outputs["train_data"] +) + +pipeline.add_task(intersection_0) +pipeline.add_task(hetero_lr_0) +pipeline.conf.set( + "extra", + dict(initiator={'party_id': 'JG0100001100000010', 'role': 'guest'}) +) + +pipeline.protocol_kind = "bfia" +pipeline.guest.conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.hosts[0].conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.compile() +pipeline.fit() diff --git a/examples/bfia/unionpay/pipeline/test_unionpay_sbt.py b/examples/bfia/unionpay/pipeline/test_unionpay_sbt.py new file mode 100644 index 000000000..f7c685015 --- /dev/null +++ b/examples/bfia/unionpay/pipeline/test_unionpay_sbt.py @@ -0,0 +1,77 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from fate_client.pipeline import FateFlowPipeline +from fate_client.pipeline.adapters.bfia.components.unionpay.intersection import Intersection +from fate_client.pipeline.adapters.bfia.components.unionpay.hetero_secureboost import HeteroSecureBoost +from fate_client.pipeline.interface import DataWarehouseChannel + + +pipeline = FateFlowPipeline().set_parties( + guest="JG0100001100000010", + host="JG0100001100000010" +) + +pipeline.set_site_role("guest") +pipeline.set_site_party_id("JG0100001100000010") + +intersection_0 = Intersection( + "intersect_rsa_1", + id="id", + intersect_method="rsa", + only_output_key=False, + rsa_params=dict( + final_hash_method="sha256", + hash_method="sha256", + key_length=2048 + ), + sync_intersect_ids=True, + connect_engine="mesh", + train_data=[ + DataWarehouseChannel(dataset_id="testspace#test_guest", parties=dict(guest="JG0100001100000010")), + DataWarehouseChannel(dataset_id="testspace#test_host", parties=dict(host="JG0100001100000010")) + ] +) + +hetero_sbt_0 = HeteroSecureBoost( + "hetero_secureboost_1", + id="id", + label="y", + learning_rate=0.5, + objective_param={"objective": "cross_entropy"}, + num_trees=2, + subsample_feature_rate=1, + n_iter_no_change=True, + tol=0.0001, + predict_param={"threshold": 0.5}, + cv_param={"n_splits": 5, "shuffle": False, "random_seed": 103, "need_cv": False}, + metrics=["auc", "ks"], + early_stopping_rounds="", + tree_param={"max_depth": 5}, + connect_engine="mesh", + train_data=intersection_0.outputs["train_data"] +) + +pipeline.add_task(intersection_0) +pipeline.add_task(hetero_sbt_0) +pipeline.conf.set( + "extra", + dict(initiator={'party_id': 'JG0100001100000010', 'role': 'guest'}) +) + +pipeline.protocol_kind = "bfia" +pipeline.guest.conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.hosts[0].conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.compile() +pipeline.fit() diff --git a/python/fate_flow/adapter/bfia/examples/job/fate/fate_components.json b/python/fate_flow/adapter/bfia/examples/job/fate/fate_components.json index b40f75c4f..a883156ad 100644 --- a/python/fate_flow/adapter/bfia/examples/job/fate/fate_components.json +++ b/python/fate_flow/adapter/bfia/examples/job/fate/fate_components.json @@ -275,8 +275,8 @@ } ] }, - "hetero_sbt": { - "componentName": "hetero_sbt", + "hetero_secureboost": { + "componentName": "hetero_secureboost", "title": "sbt", "provider": "fate", "version": "2.0.0", diff --git a/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json b/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json index efe9f2506..6fee01da1 100644 --- a/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json +++ b/python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json @@ -21,7 +21,7 @@ }, { "name": "sbt_0", - "componentName": "hetero_sbt", + "componentName": "hetero_secureboost", "provider": "fate", "version": "2.0.0", "input": [{ diff --git "a/python/fate_flow/adapter/bfia/examples/job/fate/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" "b/python/fate_flow/adapter/bfia/examples/job/fate/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" index dbc0f1735..527418efa 100644 --- "a/python/fate_flow/adapter/bfia/examples/job/fate/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" +++ "b/python/fate_flow/adapter/bfia/examples/job/fate/sbt\347\256\227\346\263\225\346\217\217\350\277\260.json" @@ -1,5 +1,5 @@ { - "componentName": "hetero_sbt", + "componentName": "hetero_secureboost", "title": "sbt", "provider": "fate", "version": "2.0.0", From a66a39ef455680ec2c3f3325740330b85214634e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 27 Dec 2023 20:20:40 +0800 Subject: [PATCH 435/482] update release Signed-off-by: zhihuiwan <15779896112@163.com> --- RELEASE.md | 22 ++++++++-------------- 1 file changed, 8 insertions(+), 14 deletions(-) diff --git a/RELEASE.md b/RELEASE.md index 7530fbd6e..348491233 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -1,21 +1,15 @@ -## Release 2.0.0-beta +## Release 2.0.0 ### Major Features and Improvements -* Migrated functions: data upload/download, process scheduling, component output data/model/metric management, multi-storage adaptation for models, authentication, authorization, feature anonymization, multi-computing/storage/communication engine adaptation, and system high availability +* Adapted to new scalable and standardized federated DSL IR +* Build an interconnected scheduling layer framework, support the BFIA protocol * Optimized process scheduling, with scheduling separated and customizable, and added priority scheduling -* Optimized algorithm component scheduling, dividing execution steps into preprocessing, running, and post-processing +* Optimized algorithm component scheduling，support container-level algorithm loading， enhancing support for cross-platform heterogeneous scenarios * Optimized multi-version algorithm component registration, supporting registration for mode of components +* * Federated DSL IR extension enhancement: supports multi-party asymmetric scheduling. * Optimized client authentication logic, supporting permission management for multiple clients * Optimized RESTful interface, making parameter fields and types, return fields, and status codes clearer +* Introduce OFX(Open Flow Exchange) module: encapsulated scheduling client to allow cross-platform scheduling +* Support new communication engine OSX, while compatible with all engines from Flow 1.X * Decoupling the system layer from the algorithm layer, with system configuration moved from the FATE repository to the Flow repository * Published FATE Flow package to PyPI and added service-level CLI for service management - -## Release 2.0.0-alpha -### Feature Highlights -* Adapted to new scalable and standardized federated DSL IR -* Standardized API interface with param type checking -* Decoupling Flow from FATE repository -* Optimized scheduling logic, with configurable dispatcher decoupled from initiator -* Support container-level algorithm loading and task scheduling, enhancing support for cross-platform heterogeneous scenarios -* Independent maintenance for system configuration to enhance flexibility and ease of configuration -* Support new communication engine OSX, while compatible with all engines from Flow 1.X -* Introduce OFX(Open Flow Exchange) module: encapsulated scheduling client to allow cross-platform scheduling \ No newline at end of file +* Major functionality migration from FATE Flow v1 From f980c9eaaf62e540a014d167cc8a6442692d7d05 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 27 Dec 2023 20:21:02 +0800 Subject: [PATCH 436/482] update release Signed-off-by: zhihuiwan <15779896112@163.com> --- RELEASE.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/RELEASE.md b/RELEASE.md index 348491233..ae7b96195 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -5,7 +5,7 @@ * Optimized process scheduling, with scheduling separated and customizable, and added priority scheduling * Optimized algorithm component scheduling，support container-level algorithm loading， enhancing support for cross-platform heterogeneous scenarios * Optimized multi-version algorithm component registration, supporting registration for mode of components -* * Federated DSL IR extension enhancement: supports multi-party asymmetric scheduling. +* Federated DSL IR extension enhancement: supports multi-party asymmetric scheduling. * Optimized client authentication logic, supporting permission management for multiple clients * Optimized RESTful interface, making parameter fields and types, return fields, and status codes clearer * Introduce OFX(Open Flow Exchange) module: encapsulated scheduling client to allow cross-platform scheduling From b573c6ccde7bf08d27441cb8515aa5d092f5998c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 27 Dec 2023 21:01:53 +0800 Subject: [PATCH 437/482] update fate flow release Signed-off-by: zhihuiwan <15779896112@163.com> --- RELEASE.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/RELEASE.md b/RELEASE.md index ae7b96195..67058bb6b 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -1,15 +1,15 @@ ## Release 2.0.0 ### Major Features and Improvements * Adapted to new scalable and standardized federated DSL IR -* Build an interconnected scheduling layer framework, support the BFIA protocol +* Built an interconnected scheduling layer framework, supported the BFIA protocol * Optimized process scheduling, with scheduling separated and customizable, and added priority scheduling * Optimized algorithm component scheduling，support container-level algorithm loading， enhancing support for cross-platform heterogeneous scenarios * Optimized multi-version algorithm component registration, supporting registration for mode of components -* Federated DSL IR extension enhancement: supports multi-party asymmetric scheduling. +* Federated DSL IR extension enhancement: supports multi-party asymmetric scheduling * Optimized client authentication logic, supporting permission management for multiple clients * Optimized RESTful interface, making parameter fields and types, return fields, and status codes clearer -* Introduce OFX(Open Flow Exchange) module: encapsulated scheduling client to allow cross-platform scheduling -* Support new communication engine OSX, while compatible with all engines from Flow 1.X -* Decoupling the system layer from the algorithm layer, with system configuration moved from the FATE repository to the Flow repository +* Added OFX(Open Flow Exchange) module: encapsulated scheduling client to allow cross-platform scheduling +* Supported the new communication engine OSX, while remaining compatible with all engines from FATE Flow 1.x +* Decoupled the System Layer and the Algorithm Layer, with system configuration moved from the FATE repository to the Flow repository * Published FATE Flow package to PyPI and added service-level CLI for service management -* Major functionality migration from FATE Flow v1 +* Migrated major functionality from FATE Flow 1.x From 3942cddc7bd0ebee1ae5d2abaf2e5e14d8ea3251 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 28 Dec 2023 14:42:08 +0800 Subject: [PATCH 438/482] update system config doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/system_conf.md | 55 +++++++++++++++++++++---------------------- doc/system_conf.zh.md | 53 ++++++++++++++++++++--------------------- 2 files changed, 53 insertions(+), 55 deletions(-) diff --git a/doc/system_conf.md b/doc/system_conf.md index 8df23fc64..d8dc45843 100644 --- a/doc/system_conf.md +++ b/doc/system_conf.md @@ -1,22 +1,23 @@ # System Configuration FATE Flow uses YAML to define system configurations, and the configuration file is located at: `conf/service_conf.yaml`. The specific configuration contents and their meanings are as follows: -| Configuration Item | Description | Values | -|----------------------|------|------------------------------| -| party_id | Local site ID | For example, "9999", "10000" | -| use_registry | Whether to use a registry center; currently, only ZooKeeper mode is supported, and it requires correct ZooKeeper configuration. Note: If using high availability mode, ensure this configuration is set to true. | true/false | -| encrypt | Encryption module | See [Encryption Module](#encryption-module) | -| fateflow | Configuration for the FATE Flow service, including ports, command channel service, and proxy | See [FateFlow Configuration](#fateflow-configuration) | -| database | Configuration information for the database service | See [Database Configuration](#database-configuration) | -| default_engines | System's engine services, including computing, storage, and communication engines | See [Engine Configuration](#engine-configuration) | -| default_provider | Component source information, including provider name, component version, and execution mode | See [Default Registered Algorithm Configuration](#default-registered-algorithm-configuration) | -| federation | Communication service pool | See [Communication Engine Pool](#communication-engine-pool) | -| computing | Computing service pool | See [Computing Engine Pool](#computing-engine-pool) | -| storage | Storage service pool | See [Storage Engine Pool](#storage-configuration) | -| hook_module | Hook configuration, currently supports client authentication, site authentication, and authorization hooks | See [Hook Module Configuration](#hook-module-configuration) | -| authentication | Authentication and authorization switches | See [Authentication Switch](#authentication-switch) | -| model_store | Model storage configuration | See [Model Storage](#model-storage) | -| zookeeper | ZooKeeper service configuration | See [ZooKeeper Configuration](#zookeeper-configuration) | +| Configuration Item | Description | Values | +|--------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------| +| party_id | Local site ID | For example, "9999", "10000" | +| log_level | Log level | DEBUG:10, INFO:20, DEBUG:30, ERROR: 40 | +| use_registry | Whether to use a registry center; currently, only ZooKeeper mode is supported, and it requires correct ZooKeeper configuration. Note: If using high availability mode, ensure this configuration is set to true. | true/false | +| encrypt | Encryption module | See [Encryption Module](#encryption-module) | +| fateflow | Configuration for the FATE Flow service, including ports, command channel service, and proxy | See [FateFlow Configuration](#fateflow-configuration) | +| database | Configuration information for the database service | See [Database Configuration](#database-configuration) | +| default_engines | System's engine services, including computing, storage, and communication engines | See [Engine Configuration](#engine-configuration) | +| default_provider | Component source information, including provider name, component version, and execution mode | See [Default Registered Algorithm Configuration](#default-registered-algorithm-configuration) | +| federation | Communication service pool | See [Communication Engine Pool](#communication-engine-pool) | +| computing | Computing service pool | See [Computing Engine Pool](#computing-engine-pool) | +| storage | Storage service pool | See [Storage Engine Pool](#storage-configuration) | +| hook_module | Hook configuration, currently supports client authentication, site authentication, and authorization hooks | See [Hook Module Configuration](#hook-module-configuration) | +| authentication | Authentication and authorization switches | See [Authentication Switch](#authentication-switch) | +| model_store | Model storage configuration | See [Model Storage](#model-storage) | +| zookeeper | ZooKeeper service configuration | See [ZooKeeper Configuration](#zookeeper-configuration) | ## Encryption Module ```yaml @@ -34,7 +35,7 @@ This encryption module is primarily used for encrypting passwords (e.g., MySQL p host: 127.0.0.1 http_port: 9380 grpc_port: 9360 -proxy_name: rollsite +proxy_name: osx nginx: host: http_port: @@ -43,7 +44,7 @@ nginx: - host: Host address. - http_port: HTTP port number. - grpc_port: gRPC port number. -- proxy_name: Command channel service name, supporting osx/rollsite/nginx. Detailed configurations need to be set within [Communication Engine Pool](#communication-engine-pool). +- proxy_name: Command channel service name, supporting osx/nginx. Detailed configurations need to be set within [Communication Engine Pool](#communication-engine-pool). - nginx: Proxy service configuration for load balancing. ## Database Configuration @@ -74,8 +75,8 @@ default_engines: storage: standalone ``` -- computing: Computing engine, supports "standalone," "eggroll," "spark." -- federation: Communication engine, supports "standalone," "rollsite," "osx," "rabbitmq," "pulsar." +- computing: Computing engine, supports "standalone", "eggroll", "spark". +- federation: Communication engine, supports "standalone", "osx", "rabbitmq", "pulsar". - storage: Storage engine, supports "standalone," "eggroll," "hdfs." ## Default Registered Algorithm Configuration @@ -115,17 +116,11 @@ nginx: protocol: http ``` -### Rollsite -```yaml -rollsite: - host: 127.0.0.1 - port: 9370 -``` - ### OSx ```yaml host: 127.0.0.1 port: 9370 + mode: stream ``` ## Computing Engine Pool @@ -139,10 +134,14 @@ rollsite: ```yaml eggroll: cores: 32 - nodes: 2 + nodes: 1 + host: 127.0.0.1 + port: 4670 ``` - cores: Total cluster resources. - nodes: Number of node managers in the cluster. +- host: eggroll cluster manager host ip +- port: eggroll cluster manager port ### Spark ```yaml diff --git a/doc/system_conf.zh.md b/doc/system_conf.zh.md index c0b4ef846..5c8f910f5 100644 --- a/doc/system_conf.zh.md +++ b/doc/system_conf.zh.md @@ -1,22 +1,23 @@ # 系统配置描述文档 FATE Flow使用yaml定义系统配置，配置路径位于: conf/service_conf.yaml, 具体配置内容及其含义如下： -| 配置项 | 说明 | 值 | -|----------------------|------|------------------------------| -| party_id | 本方站点id | 如: "9999", "10000 | -| use_registry | 是否使用注册中心，当前仅支持zookeeper模式，需要保证zookeeper的配置正确；
    注：若使用高可用模式，需保证该配置设置为true | true/false | -| encrypt | 加密模块 | 见[加密模块](#加密模块) | -| fateflow | FATE Flow服务的配置，主要包括端口、命令通道服务、代理等 | 见[FateFlow配置](#fateflow配置) | -| database | 数据库服务的配置信息 | 见[数据库配置](#数据库配置) | -| default_engines | 系统的引擎服务，主要包括计算、存储和通信引擎 | 见[引擎配置](#引擎配置) | -| default_provider | 组件的来源信息，主要包括提供方名称、组件版本和运行模式 | 见[默认注册算法配置](#默认注册算法配置) | -| federation | 通信服务池 | 见[通信引擎池](#通信引擎池) | -| computing | 计算服务池 | 见[计算引擎池](#计算引擎池) | -| storage | 存储服务池 | 见[存储引擎池](#存储配置) | -| hook_module | 钩子配置，当前支持客户端认证、站点端认证以及鉴权钩子 | 见[钩子模块配置](#钩子模块配置) | -| authentication | 认证&&鉴权开关 | 见[认证开关](#认证开关) | -| model_store | 模型存储配置 | 见[模型存储](#模型存储) | -| zookeeper | zookeeper服务的配置 | 见[zookeeper配置](#zookeeper配置) | +| 配置项 | 说明 | 值 | +|------------------|----------------------------------------------------------------------------|----------------------------------------| +| party_id | 本方站点id | 如: "9999", "10000 | +| use_registry | 是否使用注册中心，当前仅支持zookeeper模式，需要保证zookeeper的配置正确；
    注：若使用高可用模式，需保证该配置设置为true | true/false | +| log_level | 日志级别 | DEBUG:10, INFO:20, DEBUG:30, ERROR: 40 | +| encrypt | 加密模块 | 见[加密模块](#加密模块) | +| fateflow | FATE Flow服务的配置，主要包括端口、命令通道服务、代理等 | 见[FateFlow配置](#fateflow配置) | +| database | 数据库服务的配置信息 | 见[数据库配置](#数据库配置) | +| default_engines | 系统的引擎服务，主要包括计算、存储和通信引擎 | 见[引擎配置](#引擎配置) | +| default_provider | 组件的来源信息，主要包括提供方名称、组件版本和运行模式 | 见[默认注册算法配置](#默认注册算法配置) | +| federation | 通信服务池 | 见[通信引擎池](#通信引擎池) | +| computing | 计算服务池 | 见[计算引擎池](#计算引擎池) | +| storage | 存储服务池 | 见[存储引擎池](#存储配置) | +| hook_module | 钩子配置，当前支持客户端认证、站点端认证以及鉴权钩子 | 见[钩子模块配置](#钩子模块配置) | +| authentication | 认证&&鉴权开关 | 见[认证开关](#认证开关) | +| model_store | 模型存储配置 | 见[模型存储](#模型存储) | +| zookeeper | zookeeper服务的配置 | 见[zookeeper配置](#zookeeper配置) | ## 加密模块 ```yaml @@ -34,7 +35,7 @@ key_0: host: 127.0.0.1 http_port: 9380 grpc_port: 9360 -proxy_name: rollsite +proxy_name: osx nginx: host: http_port: @@ -43,7 +44,7 @@ nginx: - host: 主机地址; - http_port：http端口号; - grpc_port: grpc端口号; -- proxy_name: 命令通道服务名，支持osx/rollsite/nginx。详细配置需要在[通信引擎池](#通信引擎池) 里面配置; +- proxy_name: 命令通道服务名，支持osx/nginx。详细配置需要在[通信引擎池](#通信引擎池) 里面配置; - nginx: 代理服务配置，用于负载均衡。 ## 数据库配置 @@ -75,7 +76,7 @@ default_engines: ``` - computing: 计算引擎，支持"standalone"、"eggroll"、"spark" -- federation: 通信引擎，支持"standalone"、"rollsite"、"osx"、"rabbitmq"、"pulsar" +- federation: 通信引擎，支持"standalone"、"osx"、"rabbitmq"、"pulsar" - storage: 存储引擎，支持"standalone"、"eggroll"、"hdfs" ## 默认注册算法配置 @@ -119,17 +120,11 @@ nginx: protocol: http ``` -### rollsite -```yaml -rollsite: - host: 127.0.0.1 - port: 9370 -``` - ### osx ```yaml host: 127.0.0.1 port: 9370 + mode: stream ``` ## 计算引擎池 @@ -143,10 +138,14 @@ rollsite: ```yaml eggroll: cores: 32 - nodes: 2 + nodes: 1 + host: 127.0.0.1 + port: 4670 ``` - cores: 集群资源总数 - nodes: 集群node-manager数量 +- host: eggroll cluster manager host ip +- port: eggroll cluster manager port ### spark ```yaml From e79f3a0f29a172803852306220f044d8223e8b78 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 28 Dec 2023 16:20:29 +0800 Subject: [PATCH 439/482] update init env Signed-off-by: zhihuiwan <15779896112@163.com> --- bin/init_env.sh | 8 ++------ 1 file changed, 2 insertions(+), 6 deletions(-) diff --git a/bin/init_env.sh b/bin/init_env.sh index 4fe16242f..47f97772a 100644 --- a/bin/init_env.sh +++ b/bin/init_env.sh @@ -18,16 +18,12 @@ fate_project_base=$(cd `dirname "$(realpath "${BASH_SOURCE[0]:-${(%):-%x}}")"`; cd ../;cd ../;pwd) export FATE_PROJECT_BASE=$fate_project_base -export FATE_PYTHONPATH= -export EGGROLL_HOME= export PYTHONPATH= -export FATE_ENV= export SPARK_HOME= +venv= export FATE_LOG_LEVEL=DEBUG -venv= -export JAVA_HOME= -export PATH=$PATH:$JAVA_HOME/bin + source ${venv}/bin/activate From 039a84426aa152b1590fc77f5f7983eca2883310 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 28 Dec 2023 16:23:07 +0800 Subject: [PATCH 440/482] remove component output debug log Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/components_wraps/fate/_wraps.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/hub/components_wraps/fate/_wraps.py b/python/fate_flow/hub/components_wraps/fate/_wraps.py index 490e911ef..9c8e2c3a1 100644 --- a/python/fate_flow/hub/components_wraps/fate/_wraps.py +++ b/python/fate_flow/hub/components_wraps/fate/_wraps.py @@ -173,7 +173,7 @@ def run_component(self, config): output_meta = ComponentOutputMeta.parse_obj(result) if code != 0: output_meta.status.code = code - logger.debug(output_meta) + # logger.debug(output_meta) except Exception as e: raise RuntimeError(f"Task run failed {e}, you can see the task result file for details: {task_result}.") else: From 0ca65ccfdf8b52e33d15721bd6a752781bd434b0 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 28 Dec 2023 16:25:55 +0800 Subject: [PATCH 441/482] update init env Signed-off-by: zhihuiwan <15779896112@163.com> --- bin/init_env.sh | 3 --- 1 file changed, 3 deletions(-) diff --git a/bin/init_env.sh b/bin/init_env.sh index 47f97772a..5213ab258 100644 --- a/bin/init_env.sh +++ b/bin/init_env.sh @@ -22,8 +22,5 @@ export PYTHONPATH= export SPARK_HOME= venv= -export FATE_LOG_LEVEL=DEBUG - - source ${venv}/bin/activate From 0607d7f44a52844a0fa1baf9230238164fa214fe Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Thu, 28 Dec 2023 18:05:37 +0800 Subject: [PATCH 442/482] update pkg version && job list Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/controller/job.py | 10 +++++++--- python/requirements-eggroll.txt | 5 +++++ python/setup.py | 32 +++++++++++++++--------------- 3 files changed, 28 insertions(+), 19 deletions(-) diff --git a/python/fate_flow/controller/job.py b/python/fate_flow/controller/job.py index e590d9811..e168064fe 100644 --- a/python/fate_flow/controller/job.py +++ b/python/fate_flow/controller/job.py @@ -200,8 +200,8 @@ def query_job_list(cls, limit, page, job_id, description, partner, party_id, rol query["description"] = ('contains', description) if party_id: query["party_id"] = ('contains', party_id) - if partner: - query["partner"] = ('contains', partner) + # if partner: + # query["parties"] = ('contains', partner) if role: query["role"] = ('in_', set(role)) if status: @@ -217,13 +217,17 @@ def query_job_list(cls, limit, page, job_id, description, partner, party_id, rol query["user_name"] = ("==", user_name) jobs, count = JobSaver.list_job(limit, offset, query, by) jobs = [job.to_human_model_dict() for job in jobs] + lst_job = [] for job in jobs: job['partners'] = set() for _r in job['parties']: job['partners'].update(_r.get("party_id")) job['partners'].discard(job['party_id']) job['partners'] = sorted(job['partners']) - return count, jobs + if partner and str(partner) not in job['partners']: + continue + lst_job.append(job) + return count, lst_job @classmethod def query_task_list(cls, limit, page, job_id, role, party_id, task_name, order_by, order): diff --git a/python/requirements-eggroll.txt b/python/requirements-eggroll.txt index 061a3e85b..12b725001 100644 --- a/python/requirements-eggroll.txt +++ b/python/requirements-eggroll.txt @@ -5,3 +5,8 @@ grpcio==1.59.3 grpcio-tools==1.59.3 cloudpickle==2.1.0 psutil>=5.7.0 +pyarrow==14.0.1 +mmh3==3.0.0 +cachetools>=3.0.0 +cloudpickle==2.1.0 +numba==0.56.4 diff --git a/python/setup.py b/python/setup.py index df8cf62b3..5d866ca49 100644 --- a/python/setup.py +++ b/python/setup.py @@ -6,12 +6,12 @@ packages = find_packages(".") install_requires = [ - "apsw==3.38.5.post1", - "Flask==2.2.5", - "grpcio==1.59.3", - "grpcio-tools==1.59.3", - "requests<2.26.0", - "urllib3==1.26.18", + "apsw", + "Flask", + "grpcio", + "grpcio-tools", + "requests", + "urllib3", "cachetools", "filelock", "pydantic", @@ -20,7 +20,7 @@ "python-dotenv", "pyyaml", "networkx", - "psutil>=5.7.0", + "psutil", "casbin_peewee_adapter", "casbin", "pymysql", @@ -36,15 +36,15 @@ "pulsar": ["pulsar-client==2.10.2"], "spark": ["pyspark"], "eggroll": [ - "grpcio==1.59.3", - "grpcio-tools==1.59.3", - "numba==0.56.4", - "protobuf==4.24.4", - "pyarrow==14.0.1", - "mmh3==3.0.0", - "cachetools>=3.0.0", - "cloudpickle==2.1.0", - "psutil>=5.7.0", + "grpcio", + "grpcio-tools", + "numba", + "protobuf", + "pyarrow", + "mmh3", + "cachetools", + "cloudpickle", + "psutil", ], "all": ["fate_flow[rabbitmq,pulsar,spark,eggroll]"], } From 123a5634fd770ed7715a21f27dc167b64bf9bde0 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Thu, 28 Dec 2023 18:39:14 +0800 Subject: [PATCH 443/482] update pkg version Signed-off-by: chengtcc <864261919@qq.com> --- python/requirements-eggroll.txt | 12 +++--------- python/setup.py | 9 +++------ 2 files changed, 6 insertions(+), 15 deletions(-) diff --git a/python/requirements-eggroll.txt b/python/requirements-eggroll.txt index 12b725001..38e9ade97 100644 --- a/python/requirements-eggroll.txt +++ b/python/requirements-eggroll.txt @@ -1,12 +1,6 @@ -opentelemetry-api -opentelemetry-sdk +cloudpickle==2.1.0 +lmdb==1.3.0 protobuf==4.24.4 grpcio==1.59.3 grpcio-tools==1.59.3 -cloudpickle==2.1.0 -psutil>=5.7.0 -pyarrow==14.0.1 -mmh3==3.0.0 -cachetools>=3.0.0 -cloudpickle==2.1.0 -numba==0.56.4 +psutil>=5.7.0 \ No newline at end of file diff --git a/python/setup.py b/python/setup.py index 5d866ca49..51cb621a2 100644 --- a/python/setup.py +++ b/python/setup.py @@ -36,15 +36,12 @@ "pulsar": ["pulsar-client==2.10.2"], "spark": ["pyspark"], "eggroll": [ + "cloudpickle", + "lmdb", + "protobuf", "grpcio", "grpcio-tools", - "numba", "protobuf", - "pyarrow", - "mmh3", - "cachetools", - "cloudpickle", - "psutil", ], "all": ["fate_flow[rabbitmq,pulsar,spark,eggroll]"], } From 6655ec0fe0e5d5d99ac2467582e1e489ce3fdee7 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 28 Dec 2023 18:42:50 +0800 Subject: [PATCH 444/482] update service.sh Signed-off-by: zhihuiwan <15779896112@163.com> --- bin/service.sh | 11 ----------- 1 file changed, 11 deletions(-) diff --git a/bin/service.sh b/bin/service.sh index 936275028..083d7bfab 100644 --- a/bin/service.sh +++ b/bin/service.sh @@ -153,17 +153,6 @@ load_config() { exit 1 fi - # Initialize environment - print_info "Initializing environment..." - INI_ENV_SCRIPT="${FATE_FLOW_BASE}/bin/init_env.sh" - if [ -f "${INI_ENV_SCRIPT}" ]; then - source "${INI_ENV_SCRIPT}" - print_ok "Environment initialized successfully." ${INI_ENV_SCRIPT} - else - print_error "Environment file not found" ${INI_ENV_SCRIPT} - exit 1 - fi - # load ports print_info "Retrieving http port..." local section="fateflow" From c7afe471db481c2c153f46ae75adb6c5f81ea14c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 29 Dec 2023 16:56:31 +0800 Subject: [PATCH 445/482] update doc and examples Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/data_access.md | 122 +++++ doc/data_access.zh.md | 121 +++++ doc/fate_flow.md | 122 ++--- doc/fate_flow.zh.md | 103 ++-- doc/images/fate_arch.png | Bin 354931 -> 452001 bytes doc/images/fate_flow_arch.png | Bin 355893 -> 91019 bytes doc/images/fate_flow_component_registry.png | Bin 298810 -> 126089 bytes doc/images/fate_flow_logical_arch.png | Bin 450147 -> 0 bytes doc/images/fate_flow_resource_process.png | Bin 100651 -> 0 bytes doc/images/flow_cluster.png | Bin 0 -> 58673 bytes doc/images/muti_protocol.png | Bin 0 -> 230340 bytes doc/images/open_flow.png | Bin 154640 -> 145514 bytes doc/images/open_flow/pipeline_unionpay_lr.png | Bin 0 -> 72409 bytes .../open_flow/pipeline_unionpay_sbt.png | Bin 0 -> 76990 bytes doc/images/open_flow/upload_data.png | Bin 0 -> 43375 bytes doc/images/schedule_for_component.png | Bin 3151680 -> 186257 bytes doc/images/upload_data.png | Bin 0 -> 323876 bytes doc/job_scheduling.md | 495 +++++++++++++++++ doc/job_scheduling.zh.md | 498 ++++++++++++++++++ doc/provider_register.md | 147 ++++++ doc/provider_register.zh.md | 145 +++++ doc/quick_start.zh.md | 137 +---- doc/system_conf.md | 32 +- doc/system_conf.zh.md | 37 +- examples/{dag => }/lr/train_lr.yaml | 2 +- 25 files changed, 1631 insertions(+), 330 deletions(-) create mode 100644 doc/data_access.md create mode 100644 doc/data_access.zh.md delete mode 100644 doc/images/fate_flow_logical_arch.png delete mode 100644 doc/images/fate_flow_resource_process.png create mode 100644 doc/images/flow_cluster.png create mode 100644 doc/images/muti_protocol.png create mode 100644 doc/images/open_flow/pipeline_unionpay_lr.png create mode 100644 doc/images/open_flow/pipeline_unionpay_sbt.png create mode 100644 doc/images/open_flow/upload_data.png create mode 100644 doc/images/upload_data.png create mode 100644 doc/job_scheduling.md create mode 100644 doc/job_scheduling.zh.md create mode 100644 doc/provider_register.md create mode 100644 doc/provider_register.zh.md rename examples/{dag => }/lr/train_lr.yaml (99%) diff --git a/doc/data_access.md b/doc/data_access.md new file mode 100644 index 000000000..3e12f67df --- /dev/null +++ b/doc/data_access.md @@ -0,0 +1,122 @@ +# FATE Data Access Guide + +## 1. Upload Process +The process diagram for data upload is as follows: + +![Data Upload](./images/upload_data.png) +- The client uploads data to the server. +- The server encapsulates the upload parameters into a DAG job configuration, including two components: 'upload' and 'dataframe-transformer,' then calls the submit interface to submit the job. +- The 'upload' component stores data into the FATE storage service. +- The 'transformer' component converts the data output from the 'upload' component into a dataframe and stores it into the FATE storage service. +- Metadata about the data is stored in the database. + +## 2. Data Upload Methods +Note: FATE provides clients including SDK, CLI, and Pipeline. If you haven't deployed the FATE Client in your environment, you can use `pip install fate_client` to download it. The following operations are CLI-based. + +### 2.1 Upload Scenario Explanation +- Client-server separation: Installed client and server are on different machines. +- Client-server non-separation: Installed client and server are on the same machine. +Difference: In scenarios where the client and server are not separated, the step "the client uploads data to the server" in the above process can be omitted to improve data upload efficiency in scenarios with large data volumes. There are differences in interfaces and parameters between the two scenarios, and you can choose the corresponding scenario for data upload. + +### 2.2 Data Upload +#### 2.2.1 Configuration and Data Preparation + - Upload configuration is located in [examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0/examples/upload) + ```yaml + { + "file": "examples/data/breast_hetero_guest.csv", + "head": true, + "partitions": 16, + "extend_sid": true, + "meta": { + "delimiter": ",", + "label_name": "y", + "match_id_name": "id" + }, + "namespace": "experiment", + "name": "breast_hetero_guest" + } + ``` + - file: File path + - head: Whether the data contains a header: true/false + - partitions: Number of data storage partitions + - extend_sid: Whether to generate an 'sid' column + - meta: Metadata about the data + - namespace && name: Reference to data in the FATE storage table + - Uploaded data is located in [upload-data](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0/examples/data) + - You can also use your own data and modify the "meta" information in the upload configuration. + +#### 2.2.2 Data Upload Commands +##### Client-Server Non-Separation +```shell +flow data upload -c examples/upload/upload_guest.json +``` +Note: Ensure that the file path in the configuration exists on the server. +##### Client-Server Separation +```shell +flow data upload-file -c examples/upload/upload_guest.json +``` +#### 2.2.3 Upload Results +```json +{ + "code": 0, + "data": { + "name": "breast_hetero_guest", + "namespace": "experiment" + }, + "job_id": "202312281606030428210", + "message": "success" +} +``` + +#### 2.2.4 Data Query +Since the entire upload is an asynchronous operation, it's necessary to confirm successful upload before performing subsequent operations. +```shell +flow table query --namespace experiment --name breast_hetero_guest +``` +- Successful data upload returns: +```json +{ + "code": 0, + "data": { + "count": 569, + "data_type": "dataframe", + "engine": "standalone", + "meta": {}, + "name": "breast_hetero_guest", + "namespace": "experiment", + "path": "xxx", + "source": { + "component": "dataframe_transformer", + "output_artifact_key": "dataframe_output", + "output_index": null, + "party_task_id": "202312281606030428210_transformer_0_0_local_0", + "task_id": "202312281606030428210_transformer_0", + "task_name": "transformer_0" + } + }, + "message": "success" +} +``` + +## 3. Data Binding +For specific algorithms that may require particular datasets, FATE Flow provides a data binding interface to make the data available for use in FATE. + +```shell +flow table bind --namespace bind_data --name breast_hetero_guest --path /data/projects/fate/fate_flow/data/xxx +``` + +## 4. Data Query +For uploaded or bound data tables, you can use the query interface to retrieve brief information about the data. + +```shell +flow table query --namespace experiment --name breast_hetero_guest +``` + +## 5. Data Cleaning +You can use delete cli to clean data tables that already exist in FATE. + +```shell +flow table delete --namespace experiment --name breast_hetero_guest +``` + +This covers the translation of the document into English. \ No newline at end of file diff --git a/doc/data_access.zh.md b/doc/data_access.zh.md new file mode 100644 index 000000000..83194d96f --- /dev/null +++ b/doc/data_access.zh.md @@ -0,0 +1,121 @@ +# FATE数据接入指南 +## 1. 上传流程 +数据上传的流程图如下： + +![数据上传](./images/upload_data.png) +- 客户端将数据上传到服务端； +- 服务端将上传参数封装成DAG作业配置, 配置中包含两个组件, 即upload和dataframe-transformer，并调用submit接口提交作业； +- upload组件将数据存储到fate存储服务中； +- transformer组件将upload组件的数据输出转化成dataframe并存储到fate存储服务中； +- 数据的meta信息存储到DB中. + +## 2. 数据上传方式 +注： fate提供的客户端包括SDK、CLI、Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 +### 2.1 上传场景说明 +- 客户端、服务器分离：安装的客户端和服务器不在一台机器 +- 客户端、服务器不分离：安装的客户端和服务器在同一台机器 +两者区别：客户端不分离的场景，可以去掉上述流程中"客户端将数据上传到服务端"，以此提高大数据量场景下数据上传的效率。两种场景接口、参数有区别，可以选择对应的场景进行数据上传。 + +### 2.2 数据上传 +#### 2.2.1 配置及数据准备 + - 上传配置位于[examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0/examples/upload) + ```yaml + { + "file": "examples/data/breast_hetero_guest.csv", + "head": true, + "partitions": 16, + "extend_sid": true, + "meta": { + "delimiter": ",", + "label_name": "y", + "match_id_name": "id" + }, + "namespace": "experiment", + "name": "breast_hetero_guest" + } + ``` + - file: 文件路径 + - head: 数据是否携带header: true/false + - partitions: 数据存储分区数量 + - extend_sid：是否需要生成sid列 + - meta：数据的元信息 + - namespace && name: 数据在fate的存储表引用 + - 上传数据位于[upload-data](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0/examples/data) + - 你也可以使用自己的数据，并修改upload配置中的"meta"信息 + +#### 2.2.2 上传数据命令 +##### 客户端-服务器不分离 +```shell +flow data upload -c examples/upload/upload_guest.json +``` +注：需要保证配置中的file路径在服务器中存在。 +##### 客户端-服务器分离 +```shell +flow data upload-file -c examples/upload/upload_guest.json +``` +#### 2.2.3 上传结果 +```json +{ + "code": 0, + "data": { + "name": "breast_hetero_guest", + "namespace": "experiment" + }, + "job_id": "202312281606030428210", + "message": "success" +} + +``` + +#### 2.2.4 数据查询 +因为整个上传为异步操作，需要确认是否上传成功才可进行后续操作。 +```shell +flow table query --namespace experiment --name breast_hetero_guest +``` +- 数据上传成功返回 +```json +{ + "code": 0, + "data": { + "count": 569, + "data_type": "dataframe", + "engine": "standalone", + "meta": {}, + "name": "breast_hetero_guest", + "namespace": "experiment", + "path": "xxx", + "source": { + "component": "dataframe_transformer", + "output_artifact_key": "dataframe_output", + "output_index": null, + "party_task_id": "202312281606030428210_transformer_0_0_local_0", + "task_id": "202312281606030428210_transformer_0", + "task_name": "transformer_0" + } + }, + "message": "success" +} + +``` + +## 3. 数据绑定 +对于特定的算法，可能需要特殊的数据集，FATE Flow提供data bind接口来将数据供FATE使用 + +```shell +flow table bind --namespace bind_data --name breast_hetero_guest --path /data/projects/fate/fate_flow/data/xxx +``` + +## 4. 数据查询 +对于上传或者绑定的数据表，可以通过查询接口来获取数据的简略信息 + +```shell +flow table query --namespace experiment --name breast_hetero_guest +``` + +## 5. 数据清理 +可以通过清理接口来清理已经存在FATE的数据表 + +```shell +flow table delete --namespace experiment --name breast_hetero_guest +``` + diff --git a/doc/fate_flow.md b/doc/fate_flow.md index 9360d44db..7559fb673 100644 --- a/doc/fate_flow.md +++ b/doc/fate_flow.md @@ -1,110 +1,80 @@ # Overall Design -## 1. Logical Architecture +## 1. Design Architecture Diagram +![](./images/open_flow.png) +- Application Layer Interface: Used by higher-level components like fate-board, fate-client, etc. +- Interconnect Layer Interface: Divided into Scheduler Interface and Participant Interface. Scheduler Interface receives scheduling commands like create, stop, etc., and sends them to participants. Participant Interface is used by each participant to receive commands like create, run, stop, etc., and execute them. +- Base Interface: Receives status reports from algorithm containers, etc. +- Scheduler: Federated scheduling logic, interprets DSL dependencies, and runs related jobs and tasks. +- Algorithm Container: Environment for algorithm execution. FATE Flow supports running algorithms in local processes or in algorithm containers, with similar execution modes. +- Platform Resource Pool: Abstract computation, communication, storage APIs. -- DSL defined jobs -- Top-down vertical subtask flow scheduling, multi-participant joint subtask coordination -- Independent isolated task execution work processes -- Support for multiple types and versions of components -- Computational abstraction API -- Storage abstraction API -- Cross-party transfer abstraction API -![](./images/fate_flow_logical_arch.png) +## 2. Overall Architecture -## 2. Service Architecture - -### 2.1 FATE +### 2.1 FATE Overall Architecture ![](./images/fate_arch.png) -### 2.2 FATE Flow +### 2.2 FATE Flow Functional Architecture ![](./images/fate_flow_arch.png) -## 3. [Scheduling Architecture](./fate_flow_job_scheduling.md) +### 2.3 FATE Flow Cluster Architecture + +![](./images/flow_cluster.png) -### 3.1 A new scheduling architecture based on shared-state +## 3. Scheduling Architecture +### 3.1 State-Based Scheduling Architecture -- Stripping state (resources, jobs) and managers (schedulers, resource managers) -- Resource state and job state are persisted in MySQL and shared globally to provide reliable transactional operations -- Improve the high availability and scalability of managed services -- Jobs can be intervened to support restart, rerun, parallel control, resource isolation, etc. +- Separation of states (resources, jobs) and managers (scheduler, resource manager) +- Persistent storage of resource and job states in MySQL, globally shared, providing reliable transactional operations +- Improved high availability and scalability of management services +- Intervention in jobs, supporting actions like restarts, reruns, parallel control, resource isolation, etc. ![](./images/fate_flow_scheduling_arch.png) ### 3.2 State-Driven Scheduling -- Resource coordination -- Pull up the child process Executor to run the component -- Executor reports state to local Server and also to scheduler -- Multi-party task state calculation of federal task state -- Upstream and downstream task states compute job states +- North-south state reporting/querying +- East-west multi-party task state computation for federated task states +- Upstream and downstream task state computation for job states +#### 3.2.1 Callback Mode +Scheduler creates jobs and tasks, and each participant actively callbacks the state of jobs or tasks. + +![](./images/schedule_for_callback.png) +#### 3.2.2 Polling Mode +Scheduler not only creates jobs and tasks but also polls the state of jobs or tasks from the participants during the scheduling process. -![](./images/fate_flow_resource_process.png) +![](./images/schedule_for_poll.png) -## 4. [Multiparty Resource Coordination](./fate_flow_resource_management.md) +### 3.4 Algorithm Component Scheduling +- Pre-processing: Handling inputs such as data, models, algorithm parameters +- Component execution: Logic of algorithm components +- Post-processing: Handling outputs of algorithm components -- The total resource size of each engine is configured through the configuration file, and the system is subsequently interfaced -- The cores_per_node in the total resource size indicates the number of cpu cores per compute node, and nodes indicates the number of compute nodes. -- FATEFlow server reads the resource size configuration from the configuration file when it starts and registers the update to the database -- The resources are requested in Job dimension, and take effect when Job Conf is submitted, formula: task_parallelism*task_cores -- See separate section of the documentation for details +![](./images/schedule_for_component.png) -## 5. [Data Flow Tracking](./fate_flow_tracking.md) +## 4. Multi-Party Resource Coordination -- Definition - - metric type: metric type, such as auc, loss, ks, etc. - - metric namespace: custom metric namespace, e.g. train, predict - - metric name: custom metric name, e.g. auc0, hetero_lr_auc0 - - metric data: metric data in key-value form - - metric meta: metric meta information in key-value form, support flexible drawing -- API - - log_metric_data(metric_namespace, metric_name, metrics) - - set_metric_meta(metric_namespace, metric_name, metric_meta) - - get_metric_data(metric_namespace, metric_name) - - get_metric_meta(metric_namespace, metric_name) +- Total resource size for each engine is configured via a configuration file, subsequent system integration to be implemented +- The cores within the total resource size represent the number of CPU cores per computing node +- FATEFlow server reads resource size configuration from the configuration file upon startup and registers updates to the database +- Resources are allocated at the Job level, becoming effective upon Job Conf submission -## 6. [Realtime Monitoring](./fate_flow_monitoring.md) +## 5. Real-time Job Monitoring -- Job process survivability detection +- Work process liveness detection - Job timeout detection - Resource recovery detection -- Base engine session timeout detection +- Basic engine session timeout detection ![](./images/fate_flow_detector.png) -## 7. [Task Component Registry](./fate_flow_component_registry.md) +## 6. [Task Component Center](./provider_register.md) ![](./images/fate_flow_component_registry.png) -## 8. [Multi-Party Federated Model Registry](./fate_flow_model_registry.md) - -- Using Google Protocol Buffer as the model storage protocol, using cross-language sharing, each algorithmic model consists of two parts: ModelParam & ModelMeta -- A Pipeline generates a series of algorithmic models -- The model named Pipeline stores Pipeline modeling DSL and online inference DSL -- Under federal learning, model consistency needs to be guaranteed for all participants, i.e., model binding -- model_key is the model identifier defined by the user when submitting the task -- The model IDs of the federated parties are the party identification information role, party_id, plus model_key -- The model version of the federated parties must be unique and consistent, and FATE-Flow directly sets it to job_id - -![](./images/fate_flow_pipelined_model.png){: style="height:400px;width:450px"} - -![](./images/fate_flow_model_storage.png){: style="height:400px;width:800px"} - -## 9. [Data Access](./fate_flow_data_access.md) - -- Upload. - - External storage is imported directly to FATE Storage, creating a new DTable - - When the job runs, Reader reads directly from Storage - -- Table Bind. - - Key the external storage address to a new DTable in FATE - - When the job is running, Reader reads data from external storage via Meta and transfers it to FATE Storage - - Connecting to the Big Data ecosystem: HDFS, Hive/MySQL - -![](./images/fate_flow_inputoutput.png) - -## 10. [Multi-Party Collaboration Authority Management](./fate_flow_authority_management.md) +## 7. [Data Access](./data_access.md) -![](./images/fate_flow_authorization.png) \ No newline at end of file +![](./images/upload_data.png) diff --git a/doc/fate_flow.zh.md b/doc/fate_flow.zh.md index 0aa3ec000..adc1960b9 100644 --- a/doc/fate_flow.zh.md +++ b/doc/fate_flow.zh.md @@ -1,16 +1,14 @@ # 整体设计 -## 1. 逻辑架构 +## 1. 设计架构图 +![](./images/open_flow.png) +- 应用层接口：供如fate-board、fate-client等上层使用 +- 互联互通层接口：分为调度器接口和参与方接口，调度器接口用于接收如创建、停止等调度命令并下发给参与方，参与方接口用于各参与方接收如创建、运行、停止等命令并执行 +- 底座接口： 用于接收算法容器上报的状态等 +- 调度器：联邦调度逻辑，解析DSL依赖及运行相关的作业及任务 +- 算法容器：是算法运行的环境，FATE Flow支持算法运行在本地进程、算法容器中，其运行方式类似。 +- 平台资源池： 抽象计算、通信、存储API -- DSL定义作业 -- 自顶向下的纵向子任务流调度、多参与方联合子任务协调 -- 独立隔离的任务执行工作进程 -- 支持多类型多版本组件 -- 计算抽象API -- 存储抽象API -- 跨方传输抽象API - -![](./images/fate_flow_logical_arch.png) ## 2. 整体架构 @@ -18,13 +16,16 @@ ![](./images/fate_arch.png) -### 2.2 FATE Flow整体架构 +### 2.2 FATE Flow功能架构 ![](./images/fate_flow_arch.png) -## 3. [调度架构](./fate_flow_job_scheduling.zh.md) +### 2.3 FATE Flow集群架构 + +![](./images/flow_cluster.png) -### 3.1 基于共享状态的全新调度架构 +## 3. 调度架构 +### 3.1 基于共享状态的调度架构 - 剥离状态(资源、作业)与管理器(调度器、资源管理器) - 资源状态与作业状态持久化存于MySQL，全局共享，提供可靠事务性操作 @@ -35,37 +36,34 @@ ### 3.2 状态驱动调度 -- 资源协调 -- 拉起子进程Executor运行组件 -- Executor上报状态到本方Server，并且同时上报到调度方 -- 多方任务状态计算联邦任务状态 +- 南北向状态上报/查询 +- 东西向多方任务状态计算联邦任务状态 - 上下游任务状态计算作业作态 +#### 3.2.1 callback回调模式 +调度器创建作业和任务，由各参与方主动回调作业或任务的状态 + +![](./images/schedule_for_callback.png) +#### 3.2.2 poll轮询模式 +调度器不仅需创建作业和任务，在调度过程中会轮询参与方的作业或任务的状态 + +![](./images/schedule_for_poll.png) -![](./images/fate_flow_resource_process.png) +### 3.4 算法组件调度 +- 前处理: 数据、模型、算法参数等输入处理 +- 组件运行: 算法组件逻辑 +- 后处理: 算法组件输出内容处理 +![](./images/schedule_for_component.png) -## 4. [多方资源协调](./fate_flow_resource_management.zh.md) + +## 4. 多方资源协调 - 每个引擎总资源大小通过配置文件配置，后续实现系统对接 -- 总资源大小中的cores_per_node表示每个计算节点cpu核数，nodes表示计算节点个数 +- 总资源大小中的cores表示每个计算节点cpu核数 - FATEFlow server启动时从配置文件读取资源大小配置，并注册更新到数据库 -- 以Job维度申请资源，Job Conf提交时生效，公式：task_parallelism*task_cores -- 详细请看文档单独章节 - -## 5. [数据流动追踪](./fate_flow_tracking.zh.md) +- 以Job维度申请资源，Job Conf提交时生效 -- 定义 - - metric type: 指标类型，如auc, loss, ks等等 - - metric namespace: 自定义指标命名空间，如train, predict - - metric name: 自定义指标名称，如auc0，hetero_lr_auc0 - - metric data: key-value形式的指标数据 - - metric meta: key-value形式的指标元信息，支持灵活画图 -- API - - log_metric_data(metric_namespace, metric_name, metrics) - - set_metric_meta(metric_namespace, metric_name, metric_meta) - - get_metric_data(metric_namespace, metric_name) - - get_metric_meta(metric_namespace, metric_name) -## 6. [作业实时监测](./fate_flow_monitoring.zh.md) +## 5. 作业实时监测 - 工作进程存活性检测 - 作业超时检测 @@ -74,37 +72,10 @@ ![](./images/fate_flow_detector.png) -## 7. [任务组件中心](./fate_flow_component_registry.zh.md) +## 6. [任务组件中心](./provider_register.zh.md) ![](./images/fate_flow_component_registry.png) -## 8. [多方联合模型注册中心](./fate_flow_model_registry.zh.md) - -- 使用Google Protocol Buffer作为模型存储协议，利用跨语言共享，每个算法模型由两部分组成：ModelParam & ModelMeta -- 一个Pipeline产生一系列算法模型 -- 命名为Pipeline的模型存储Pipeline建模DSL及在线推理DSL -- 联邦学习下，需要保证所有参与方模型一致性，即模型绑定 -- model_key为用户提交任务时定义的模型标识 -- 联邦各方的模型ID由本方标识信息role、party_id，加model_key -- 联邦各方的模型版本必须唯一且保持一致，FATE-Flow直接设置为job_id - -![](./images/fate_flow_pipelined_model.png){: style="height:400px;width:450px"} - -![](./images/fate_flow_model_storage.png){: style="height:400px;width:800px"} - -## 9. [数据接入](./fate_flow_data_access.zh.md) - -- Upload： - - 外部存储直接导入到FATE Storage，创建一个新的DTable - - 作业运行时，Reader直接从Storage读取 - -- Table Bind： - - 外部存储地址关键到FATE一个新的DTable - - 作业运行时，Reader通过Meta从外部存储读取数据并转存到FATE Storage - - 打通大数据生态：HDFS，Hive/MySQL - -![](./images/fate_flow_inputoutput.png) - -## 10. [多方合作权限管理](./fate_flow_authority_management.zh.md) +## 7. 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- job_scheduling.md - provider_register.md - system_conf.md + - bfia_access.md - API: swagger/index.md theme: From e688e9accc89169647aed43fe2416130cd0bed4f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 19 Feb 2024 11:15:11 +0800 Subject: [PATCH 455/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/mkdocs/theme/overrides/home.zh.html | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/mkdocs/theme/overrides/home.zh.html b/doc/mkdocs/theme/overrides/home.zh.html index b44cf65e0..42572aab5 100644 --- a/doc/mkdocs/theme/overrides/home.zh.html +++ b/doc/mkdocs/theme/overrides/home.zh.html @@ -75,7 +75,7 @@

    {{page.title}}

  4. 多方合作权限管理

    5. -     Learn More + Learn More GitHub From a1ca1332afbb3475b1cbfa44af75c4380d58ecfe Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 19 Feb 2024 11:15:47 +0800 Subject: [PATCH 456/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/mkdocs/theme/overrides/home.html | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/mkdocs/theme/overrides/home.html b/doc/mkdocs/theme/overrides/home.html index a43f46c49..2e3664f08 100644 --- a/doc/mkdocs/theme/overrides/home.html +++ b/doc/mkdocs/theme/overrides/home.html @@ -76,7 +76,7 @@

    {{page.title}}

  5. CLI, REST API, Python API

    6. - Learn More + Learn More GitHub From d5d2443089c81d0537bc63a853ad89dfe6ccf2c1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 20 Feb 2024 16:47:30 +0800 Subject: [PATCH 457/482] update config path Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/commands/server_cli.py | 24 ++++++++++++++++--- python/fate_flow/commands/service.sh | 2 +- .../manager/service/service_manager.py | 6 ++++- python/fate_flow/runtime/system_settings.py | 2 +- python/fate_flow/settings.py | 1 + python/fate_flow/utils/conf_utils.py | 5 ++-- 6 files changed, 32 insertions(+), 8 deletions(-) diff --git a/python/fate_flow/commands/server_cli.py b/python/fate_flow/commands/server_cli.py index 86c741c83..c84084ed1 100644 --- a/python/fate_flow/commands/server_cli.py +++ b/python/fate_flow/commands/server_cli.py @@ -14,6 +14,7 @@ # limitations under the License. # import os +import shutil import subprocess import platform import click @@ -21,10 +22,12 @@ import fate_flow from fate_flow.commands.service import manage_fate_service +from fate_flow.settings import DEFAULT_SERVER_CONF_PATH CONTEXT_SETTINGS = dict(help_option_names=['-h', '--help']) HOME = os.path.dirname(fate_flow.__file__) -SERVER_CONF_PATH = os.path.join(HOME, "conf", "service_conf.yaml") +CONF_PATH = DEFAULT_SERVER_CONF_PATH or os.path.join(HOME, "conf") +SERVER_CONF_PATH = os.path.join(CONF_PATH, "service_conf.yaml") SETTING_PATH = os.path.join(HOME, "settings.py") SERVICE_SH = os.path.join(HOME, "commands", "service.sh") @@ -138,6 +141,13 @@ def get_version(): print(fate_flow.__version__) +def set_conf_home(home_path): + default_conf = os.path.join(HOME, "conf") + conf_home = f"{home_path}/conf" + shutil.copytree(default_conf, conf_home) + return conf_home + + def replace_settings(home_path): import re with open(SETTING_PATH, "r") as file: @@ -147,6 +157,9 @@ def replace_settings(home_path): content = re.sub(r"JOB_DIR.*", f"JOB_DIR = \"{home_path}/jobs\"", content) content = re.sub(r"LOG_DIR.*", f"LOG_DIR = \"{home_path}/logs\"", content) content = re.sub(r"SQLITE_FILE_NAME.*", f"SQLITE_FILE_NAME = \"{home_path}/fate_flow_sqlite.db\"", content) + + content = re.sub(r"DEFAULT_SERVER_CONF_PATH.*", f"DEFAULT_SERVER_CONF_PATH = \"{home_path}/conf\"", content) + with open(SETTING_PATH, "w") as file: file.write(content) @@ -158,6 +171,7 @@ def replace_settings(home_path): def init_server(ip, port, home): + conf_home = CONF_PATH with open(SERVER_CONF_PATH, "r") as file: config = yaml.safe_load(file) if ip: @@ -171,10 +185,13 @@ def init_server(ip, port, home): raise RuntimeError(f"Please use an absolute path: {home}") os.makedirs(home, exist_ok=True) print(f"home: {home}") + conf_home = set_conf_home(home) replace_settings(home) if ip or port: - with open(SERVER_CONF_PATH, "w") as file: + service_conf_path = SERVER_CONF_PATH if not conf_home else os.path.join(conf_home, "service_conf.yaml") + print(f"Conf path: {service_conf_path}") + with open(service_conf_path, "w") as file: yaml.dump(config, file, default_flow_style=False) print("Init server completed!") @@ -182,7 +199,8 @@ def init_server(ip, port, home): def run_command(command): try: - command = f"bash {SERVICE_SH} {HOME} {command}" + service_conf_path = os.path.join(CONF_PATH, "service_conf.yaml") + command = f"bash {SERVICE_SH} {HOME} {command} {service_conf_path}" result = subprocess.run(command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True, text=True) if result.returncode == 0: print(result.stdout) diff --git a/python/fate_flow/commands/service.sh b/python/fate_flow/commands/service.sh index ebcd442a4..fcd554572 100644 --- a/python/fate_flow/commands/service.sh +++ b/python/fate_flow/commands/service.sh @@ -36,6 +36,7 @@ # # ----------------------------------------------------------------------------- FATE_FLOW_BASE=$1 +CONF_PATH=$3 LOG_DIR=$FATE_FLOW_BASE/logs @@ -144,7 +145,6 @@ load_config() { LOG_STDOUT="${LOG_DIR}/console.log" print_info "Checking service configuration..." - CONF_PATH="${FATE_FLOW_BASE}/conf/service_conf.yaml" if [ -f "${CONF_PATH}" ]; then print_ok "Service configuration file found." ${CONF_PATH} else diff --git a/python/fate_flow/manager/service/service_manager.py b/python/fate_flow/manager/service/service_manager.py index 65bcf7080..ea9e6f652 100644 --- a/python/fate_flow/manager/service/service_manager.py +++ b/python/fate_flow/manager/service/service_manager.py @@ -16,6 +16,7 @@ import abc import atexit import json +import os import socket import time from functools import wraps @@ -24,6 +25,7 @@ from threading import Thread from urllib import parse +from fate_flow.utils.file_utils import get_fate_flow_directory from kazoo.client import KazooClient from kazoo.exceptions import NodeExistsError, NoNodeError, ZookeeperError from kazoo.security import make_digest_acl @@ -37,6 +39,7 @@ from fate_flow.runtime.reload_config_base import ReloadConfigBase from fate_flow.runtime.system_settings import RANDOM_INSTANCE_ID, HOST, HTTP_PORT, GRPC_PORT, ZOOKEEPER_REGISTRY, \ ZOOKEEPER, USE_REGISTRY, NGINX_HOST, NGINX_HTTP_PORT, FATE_FLOW_MODEL_TRANSFER_ENDPOINT, SERVICE_CONF_NAME +from fate_flow.settings import DEFAULT_SERVER_CONF_PATH from fate_flow.utils import conf_utils, file_utils from fate_flow.utils.log import getLogger from fate_flow.utils.version import get_flow_version @@ -421,7 +424,8 @@ def load_server_info_from_db(cls): @classmethod def load_server_info_from_conf(cls): - path = Path(file_utils.get_fate_flow_directory()) / 'conf' / SERVICE_CONF_NAME + conf_path = DEFAULT_SERVER_CONF_PATH or os.path.join(get_fate_flow_directory(), "conf") + path = Path(conf_path) / SERVICE_CONF_NAME conf = file_utils.load_yaml_conf(path) if not isinstance(conf, dict): raise ValueError('invalid config file') diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index 245c864e6..1f0e1b98b 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -35,7 +35,7 @@ APP_MANAGER_PAGE = "app" ADMIN_PAGE = [PERMISSION_MANAGER_PAGE, APP_MANAGER_PAGE] -FATE_FLOW_CONF_PATH = os.path.join(get_fate_flow_directory(), "conf") +FATE_FLOW_CONF_PATH = DEFAULT_SERVER_CONF_PATH or os.path.join(get_fate_flow_directory(), "conf") FATE_FLOW_JOB_DEFAULT_CONFIG_PATH = os.path.join(FATE_FLOW_CONF_PATH, "job_default_config.yaml") diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index 100932377..e0da84354 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -25,6 +25,7 @@ MODEL_DIR = "" JOB_DIR = "" DEFAULT_FATE_DIR = "" +DEFAULT_SERVER_CONF_PATH = "" # sqlite SQLITE_FILE_DIR = "" diff --git a/python/fate_flow/utils/conf_utils.py b/python/fate_flow/utils/conf_utils.py index 318960d9d..19b7b7bf6 100644 --- a/python/fate_flow/utils/conf_utils.py +++ b/python/fate_flow/utils/conf_utils.py @@ -16,14 +16,15 @@ import os from .file_utils import load_yaml_conf, get_fate_flow_directory +from ..settings import DEFAULT_SERVER_CONF_PATH SERVICE_CONF = "service_conf.yaml" TRANSFER_CONF = "transfer_conf.yaml" def conf_realpath(conf_name): - conf_path = f"conf/{conf_name}" - return os.path.join(get_fate_flow_directory(), conf_path) + conf_path = DEFAULT_SERVER_CONF_PATH or os.path.join(get_fate_flow_directory(), "conf") + return f"{conf_path}/{conf_name}" def get_base_config(key, default=None, conf_name=SERVICE_CONF) -> dict: From 7a3b986329b56e294a65f9a9ff5656d15cf8309e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 21 Feb 2024 16:57:49 +0800 Subject: [PATCH 458/482] display data count Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/outputs/data.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/manager/outputs/data.py b/python/fate_flow/manager/outputs/data.py index 48832ca42..964eacd59 100644 --- a/python/fate_flow/manager/outputs/data.py +++ b/python/fate_flow/manager/outputs/data.py @@ -134,7 +134,11 @@ def display_data(table_metas): datas[key] = [] for meta in metas: if meta.data_type in [DataType.DATAFRAME, DataType.TABLE]: - datas[key].append({"data": meta.get_part_of_data(), "metadata": meta.get_data_meta()}) + datas[key].append({ + "data": meta.get_part_of_data(), + "metadata": meta.get_data_meta(), + "total": meta.get_count()} + ) else: continue return datas From 190eed964fb39363cce1a6c22165cced77fca99c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 22 Feb 2024 17:07:16 +0800 Subject: [PATCH 459/482] fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/entity/code/_api.py | 3 ++- .../fate_flow/manager/service/resource_manager.py | 4 ++++ python/fate_flow/scheduler/scheduler.py | 15 ++++++++++++++- 3 files changed, 20 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index 960285208..b145b59d5 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -25,7 +25,8 @@ class Job: UPDATE_FAILED = 1003 KILL_FAILED = 1004 RESOURCE_EXCEPTION = 1005 - INHERITANCE_FAILED = 1006 + RESOURCE_LIMIT_EXCEEDED = 1006 + INHERITANCE_FAILED = 1007 class Task: NOT_FOUND = 2000 diff --git a/python/fate_flow/manager/service/resource_manager.py b/python/fate_flow/manager/service/resource_manager.py index 55aebdb97..423d1205f 100644 --- a/python/fate_flow/manager/service/resource_manager.py +++ b/python/fate_flow/manager/service/resource_manager.py @@ -13,6 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # +from fate_flow.entity.code import ReturnCode from pydantic import typing from fate_flow.db.base_models import DB @@ -90,6 +91,9 @@ def resource_for_job(cls, job_id, role, party_id, operation_type: ResourceOperat operate_status = False cores, memory = cls.query_job_resource(job_id=job_id, role=role, party_id=party_id) engine_name = ENGINES.get(EngineType.COMPUTING) + total_cores = EngineRegistry.query(engine_name=engine_name)[0].f_cores + if cores > total_cores: + raise RuntimeError(ReturnCode.Job.RESOURCE_LIMIT_EXCEEDED, "Resource limit exceeded") try: with DB.atomic(): updates = { diff --git a/python/fate_flow/scheduler/scheduler.py b/python/fate_flow/scheduler/scheduler.py index bfc3a44bd..46aa41852 100644 --- a/python/fate_flow/scheduler/scheduler.py +++ b/python/fate_flow/scheduler/scheduler.py @@ -133,11 +133,16 @@ def apply_job_resource(cls, job): def rollback_job_resource(cls, job, federated_response): rollback_party = [] failed_party = [] + stop_status = False for dest_role in federated_response.keys(): for dest_party_id in federated_response[dest_role].keys(): retcode = federated_response[dest_role][dest_party_id]["code"] if retcode == ReturnCode.Base.SUCCESS: rollback_party.append({"role": dest_role, "party_id": [dest_party_id]}) + elif retcode == ReturnCode.Job.RESOURCE_LIMIT_EXCEEDED: + # stop job + schedule_logger(job.f_job_id).exception(f"{dest_role} {dest_party_id} resource limit exceeded") + stop_status = True else: failed_party.append({"role": dest_role, "party_id": [dest_party_id]}) schedule_logger(job.f_job_id).info("job apply resource failed on {}, rollback {}".format(failed_party, @@ -153,6 +158,10 @@ def rollback_job_resource(cls, job, federated_response): else: schedule_logger(job.f_job_id).info("job no party should be rollback resource") + if stop_status: + cls.stop_job(job.f_job_id, stop_status=JobStatus.FAILED) + ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": JobStatus.FAILED}) + @classmethod @wraps_utils.schedule_lock def schedule_waiting_jobs(cls, job: ScheduleJob): @@ -317,7 +326,11 @@ def rerun_job(cls, job_id, auto, tasks: typing.List[ScheduleTaskStatus] = None): schedule_logger(job_id).info(f"require {[task.f_task_name for task in tasks]} to rerun") else: # todo: get_need_revisit_nodes - tasks = ScheduleJobSaver.query_task(job_id=job_id, status=TaskStatus.CANCELED, scheduler_status=True) + tasks = ScheduleJobSaver.query_task( + job_id=job_id, + status=[TaskStatus.CANCELED, TaskStatus.FAILED, TaskStatus.TIMEOUT], + scheduler_status=True + ) job_can_rerun = any([TaskController.prepare_rerun_task( job=job, task=task, auto=auto, force=False, ) for task in tasks]) From 80ddba748536778e94c24dfcccc9f01e3bb23c22 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 23 Feb 2024 17:09:27 +0800 Subject: [PATCH 460/482] fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/parser.py | 5 ++++- python/fate_flow/engine/backend/_spark.py | 6 +++++- 2 files changed, 9 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/controller/parser.py b/python/fate_flow/controller/parser.py index 87dfc91f4..3208247a9 100644 --- a/python/fate_flow/controller/parser.py +++ b/python/fate_flow/controller/parser.py @@ -248,7 +248,10 @@ def generate_computing_conf(self): if ENGINES.get(EngineType.COMPUTING).lower() == ComputingEngine.SPARK: return SparkComputingSpec( type=ENGINES.get(EngineType.COMPUTING).lower(), - metadata={"computing_id": self.computing_id} + metadata={ + "computing_id": self.computing_id, + "options": {"home": COMPUTING_CONF.get(ComputingEngine.SPARK).get("home")} + } ) @staticmethod diff --git a/python/fate_flow/engine/backend/_spark.py b/python/fate_flow/engine/backend/_spark.py index 3f7782720..2a16fe236 100644 --- a/python/fate_flow/engine/backend/_spark.py +++ b/python/fate_flow/engine/backend/_spark.py @@ -16,13 +16,17 @@ import os from fate_flow.engine.backend._base import LocalEngine +from fate_flow.entity.spec.dag import TaskConfigSpec from fate_flow.entity.types import WorkerName from fate_flow.manager.service.worker_manager import WorkerManager class SparkEngine(LocalEngine): def run(self, task_info, run_parameters, conf_path, output_path, engine_run, provider_name, **kwargs): - spark_home = os.environ.get("SPARK_HOME", None) + spark_home = None + parameters = TaskConfigSpec.parse_obj(run_parameters) + if parameters.conf.computing.metadata.options: + spark_home = parameters.conf.computing.metadata.options.get("home") if not spark_home: try: import pyspark From 1e93973ad74a4591828a61c266d7daacaa274c41 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 26 Feb 2024 17:05:29 +0800 Subject: [PATCH 461/482] update container params Signed-off-by: zhihuiwan <15779896112@163.com> --- fateflow.env | 4 ++-- python/fate_flow/components/entrypoint/cli.py | 2 +- python/fate_flow/engine/devices/container.py | 3 ++- 3 files changed, 5 insertions(+), 4 deletions(-) diff --git a/fateflow.env b/fateflow.env index 3d358ab8a..ff65d4868 100644 --- a/fateflow.env +++ b/fateflow.env @@ -1,3 +1,3 @@ -FATE=2.0.0 -FATE_FLOW=2.0.0 +FATE=2.0.1 +FATE_FLOW=2.0.1 PYTHON=3.8 \ No newline at end of file diff --git a/python/fate_flow/components/entrypoint/cli.py b/python/fate_flow/components/entrypoint/cli.py index 196669b25..4b376ec62 100644 --- a/python/fate_flow/components/entrypoint/cli.py +++ b/python/fate_flow/components/entrypoint/cli.py @@ -34,7 +34,7 @@ def component(): @component.command() @click.option("--config", required=False, type=click.File(), help="config path") -@click.option("--env-name", required=False, type=str, help="env name for config") +@click.option("--env-name", required=True, type=str, help="env name for config", default="CONFIG") @click.option("--wraps-module", required=False, type=str, help="component run wraps module") def entrypoint(config, env_name, wraps_module): # parse config diff --git a/python/fate_flow/engine/devices/container.py b/python/fate_flow/engine/devices/container.py index 6bbd45894..6eca3e714 100644 --- a/python/fate_flow/engine/devices/container.py +++ b/python/fate_flow/engine/devices/container.py @@ -56,7 +56,8 @@ def _flatten_dict(cls, data, parent_key='', sep='.'): @classmethod def _get_environment(cls, task: Task, run_parameters): - return cls._flatten_dict(run_parameters) + # return cls._flatten_dict(run_parameters) + return {"CONFIG": json.dumps(run_parameters)} @classmethod def _get_volume(cls, task): From aff68318a3d6ca539b3a5839ff1414c58fd71691 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 26 Feb 2024 18:11:49 +0800 Subject: [PATCH 462/482] update upload data Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/data_app.py | 6 ++++++ python/fate_flow/commands/server_cli.py | 7 +++++-- python/fate_flow/settings.py | 1 + 3 files changed, 12 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 2612b63f0..1b32c7074 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -14,6 +14,8 @@ # limitations under the License. # import json +import os.path + from webargs import fields from flask import request from fate_flow.apps.desc import SERVER_FILE_PATH, HEAD, PARTITIONS, META, EXTEND_SID, NAMESPACE, NAME, DATA_WAREHOUSE, \ @@ -21,6 +23,7 @@ from fate_flow.engine import storage from fate_flow.manager.components.component_manager import ComponentManager from fate_flow.manager.outputs.data import DataManager +from fate_flow.settings import UPLOAD_DATA_HOME from fate_flow.utils.api_utils import API from fate_flow.errors.server_error import NoFoundTable, NoFoundFile @@ -36,6 +39,9 @@ @API.Input.json(namespace=fields.String(required=False), desc=NAMESPACE) @API.Input.json(name=fields.String(required=False), desc=NAME) def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_sid=False): + if not os.path.isabs(file): + if UPLOAD_DATA_HOME: + file = os.path.join(UPLOAD_DATA_HOME, file) if namespace and name: result = ComponentManager.upload_dataframe( file=file, head=head, partitions=partitions, meta=meta, namespace=namespace, name=name, extend_sid=extend_sid diff --git a/python/fate_flow/commands/server_cli.py b/python/fate_flow/commands/server_cli.py index c84084ed1..cb8ff32bb 100644 --- a/python/fate_flow/commands/server_cli.py +++ b/python/fate_flow/commands/server_cli.py @@ -148,7 +148,7 @@ def set_conf_home(home_path): return conf_home -def replace_settings(home_path): +def replace_settings(home_path, data_home): import re with open(SETTING_PATH, "r") as file: content = file.read() @@ -156,6 +156,7 @@ def replace_settings(home_path): content = re.sub(r"MODEL_DIR.*", f"MODEL_DIR = \"{home_path}/model\"", content) content = re.sub(r"JOB_DIR.*", f"JOB_DIR = \"{home_path}/jobs\"", content) content = re.sub(r"LOG_DIR.*", f"LOG_DIR = \"{home_path}/logs\"", content) + content = re.sub(r"UPLOAD_DATA_HOME.*", f"UPLOAD_DATA_HOME = \"{data_home}\"", content) content = re.sub(r"SQLITE_FILE_NAME.*", f"SQLITE_FILE_NAME = \"{home_path}/fate_flow_sqlite.db\"", content) content = re.sub(r"DEFAULT_SERVER_CONF_PATH.*", f"DEFAULT_SERVER_CONF_PATH = \"{home_path}/conf\"", content) @@ -184,9 +185,11 @@ def init_server(ip, port, home): if not os.path.isabs(home): raise RuntimeError(f"Please use an absolute path: {home}") os.makedirs(home, exist_ok=True) + data_home = os.path.join(home, "upload") + os.makedirs(data_home, exist_ok=True) print(f"home: {home}") conf_home = set_conf_home(home) - replace_settings(home) + replace_settings(home, data_home) if ip or port: service_conf_path = SERVER_CONF_PATH if not conf_home else os.path.join(conf_home, "service_conf.yaml") diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index e0da84354..663ea7cc9 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -26,6 +26,7 @@ JOB_DIR = "" DEFAULT_FATE_DIR = "" DEFAULT_SERVER_CONF_PATH = "" +UPLOAD_DATA_HOME = "" # sqlite SQLITE_FILE_DIR = "" From c768ac07b93cc98fb204a44c481dd9d4bb641f78 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 28 Feb 2024 15:49:41 +0800 Subject: [PATCH 463/482] update env Signed-off-by: zhihuiwan <15779896112@163.com> --- fateflow.env | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/fateflow.env b/fateflow.env index ff65d4868..e80e03fca 100644 --- a/fateflow.env +++ b/fateflow.env @@ -1,3 +1,3 @@ -FATE=2.0.1 -FATE_FLOW=2.0.1 +FATE=2.1.0 +FATE_FLOW=2.1.0 PYTHON=3.8 \ No newline at end of file From f31badd5b416fa9400eaa332c98754d8e165d5b3 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 29 Feb 2024 15:28:34 +0800 Subject: [PATCH 464/482] update env Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/_info.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/_info.py b/python/fate_flow/_info.py index 319c98fb7..4093fdb3f 100644 --- a/python/fate_flow/_info.py +++ b/python/fate_flow/_info.py @@ -12,5 +12,5 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -__version__ = "2.0.0" +__version__ = "2.1.0" __provider__ = "fate_flow" From 89bd5b3b126c1a9b3f1a25c5f2b07fd7009d53c3 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 29 Feb 2024 15:28:55 +0800 Subject: [PATCH 465/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/fate_access.md | 195 +++++++++++++++++ doc/fate_access.zh.md | 202 ++++++++++++++++++ doc/images/fate_flow_api.png | Bin 0 -> 166709 bytes doc/images/scheduler.png | Bin 0 -> 28577 bytes examples/provider/register_image.json | 9 + .../fate_flow/components/define/download.yaml | 2 +- .../fate_flow/components/define/upload.yaml | 2 +- python/requirements-eggroll-client.txt | 1 + 8 files changed, 409 insertions(+), 2 deletions(-) create mode 100644 doc/fate_access.md create mode 100644 doc/fate_access.zh.md create mode 100644 doc/images/fate_flow_api.png create mode 100644 doc/images/scheduler.png create mode 100644 examples/provider/register_image.json create mode 100644 python/requirements-eggroll-client.txt diff --git a/doc/fate_access.md b/doc/fate_access.md new file mode 100644 index 000000000..669e40b51 --- /dev/null +++ b/doc/fate_access.md @@ -0,0 +1,195 @@ +# FATE 2.0 Version Interconnection Guide + +## 1. FATE Flow Integration Guide +- Description: This section provides guidance on integrating heterogeneous scheduling platforms with the FATE scheduling platform's FATE Flow. +- Scenario: This side is the system to be integrated, and the partner is the FATE site. + +### 1.1 Interfaces +![api](./images/fate_flow_api.png) +FATE Flow interfaces are divided into 4 categories: +- 1.responsible for receiving requests from upper-level systems, such as submitting, stopping, and querying jobs; +- 2.responsible for receiving requests from the scheduling layer, such as starting and stopping tasks; +- 3.responsible for receiving requests from algorithm containers, such as task status, input reporting, etc.; +- 4.responsible for receiving requests from the platform layer and distributing them to the interfaces of the participating parties. + +#### 1.1.1 api-1 +Description: Since it is about integrating with the upper-level system and does not involve interaction between schedulers, this interface is optional and can be customized without constraints. + +#### 1.1.2 api-2 +Refer to [interface](./../python/fate_flow/apps/partner/partner_app.py) implementation +- `/v2/partner/job/create`: Create a job +- `/v2/partner/job/start`: Start a job +- `/v2/partner/job/status/update`: Update job status +- `/v2/partner/job/update`: Update job (e.g., progress information) +- `/v2/partner/job/resource/apply`: Apply for job resources +- `/v2/partner/job/resource/return`: Return job resources +- `/v2/partner/job/stop`: Stop job +- `/v2/partner/task/resource/apply`: Apply for task resources +- `/v2/partner/task/resource/return`: Return task resources +- `/v2/partner/task/start`: Start task +- `/v2/partner/task/collect`: Scheduler collects task status +- `/v2/partner/task/status/update`: Update task status +- `/v2/partner/task/stop`: Stop task +- `/v2/partner/task/rerun`: Rerun task + +#### 1.1.3 api-3 +Refer to [interface](./../python/fate_flow/apps/worker/worker_app.py) implementation +- `/v2/worker/task/status`: Status report +- `/v2/worker/model/save`: Save model +- `/v2/worker/model/download`: Download model +- `/v2/worker/data/tracking/query`: Query data +- `/v2/worker/data/tracking/save`: Record data +- `/v2/worker/metric/save/`: Record metrics + +#### 1.1.4 api-4 +Refer to [interface](./../python/fate_flow/apps/scheduler/scheduler_app.py) implementation +- `/v2/scheduler/job/create`: Create a job +- `/v2/scheduler/job/stop`: Stop a job +- `/v2/scheduler/task/report`: Task report (e.g., status) +- `/v2/scheduler/job/rerun`: Rerun a job + +### 1.2 Scheduler +The scheduler mainly consists of two parts: scheduling logic and scheduling interface. In the case of interconnection in a heterogeneous scenario, a unified scheduling process and interface are indispensable. In the case mentioned above, when using FATE Flow as the scheduling party in connection with other vendors, the implementation of the scheduler can be ignored. + +#### 1.2.1 Approach +The core of scheduling is the scheduling process, which defines the lifecycle of a job. In version 1.x of FATE, the scheduler and the initiator logic are bound, meaning the coordination scheduling of jobs from multiple parties is done at the initiator. This has a disadvantage: suppose companies A, B, and C each have the need to initiate tasks, their scheduling layers need to implement the scheduler based on the same scheduling logic, and the cost of interconnection is high. In version 2.0, the initiator and scheduler logic in the scheduling module are decoupled, and the scheduler can be specified in the job configuration. In the above case, as long as any one of A, B, or C companies implements the scheduler, or directly uses FATE as the scheduler, other vendors only need to implement the scheduler client interface to meet the requirements, greatly reducing the cost of interconnection. + +![scheduler](./images/scheduler.png) +

    P represents the scheduling client interface, S represents the scheduler interface

    + + +To illustrate this scheduling mode with an example: Suppose A wants to create a job with C, and FATE Flow is the scheduler. First, A requests the FATE-Flow S (create-job) interface. After receiving the request, FATE Flow obtains participant information (A, C) through job configuration, and then distributes it to the P (create-job) interface of each participant. + +#### 1.2.2 Scheduling Logic +It manages the lifecycle of jobs, including when to start and stop jobs, when to start and stop tasks, DAG parsing, and component runtime dependencies, etc. FATE Flow's scheduling process is divided into two modes based on task status acquisition: callback and poll. Among them, the callback mode is for the participants to actively report task status to the scheduler, and the poll mode is for the scheduler to pull task status from the participants at regular intervals. The scheduling process diagrams for the two modes are as follows: + +![schedule-for-callback](./images/schedule_for_callback.png) +

    Callback Mode

    + + +![schedule-for-poll](./images/schedule_for_poll.png) +

    Poll Mode

    + + +#### 1.2.3 Scheduling Interface +Responsible for receiving requests from the platform layer and distributing them to the interfaces of various participants [api-2](#api-2), such as creating jobs, stopping jobs, etc. Interfaces see [api-4](#api-4) + + +## 2 Algorithm Integration Guide +In previous versions of FATE, algorithms ran as local processes started by the scheduling service, and there were shortcomings in terms of scalability, making it difficult to meet the needs of interconnection. In version 2.0, the "algorithm container" is used to run algorithms, implementing heterogeneous algorithm scheduling functionality through a standardized algorithm image construction and loading mechanism. + +![scheduler](./images/federationml_schedule.png) + +### 2.1 FATE Algorithm Containerization Solution +- Pre-processing: Input processing for data, models, algorithm parameters, etc., will call the platform-layer interface [api-3](#api-3) to obtain relevant dependencies. +- Component runtime: Algorithm component logic. +- Post-processing: Output content processing for algorithm components, will call the platform-layer interface [api-3](#api-3) to upload the output to the platform. +![](./images/schedule_for_component.png) + +### 2.2 Integration +#### 2.2.1 Algorithm Parameters +FATE Flow will pass parameters to the algorithm container in the form of environment variables, with the key being "CONFIG" and the parameter value being a JSON string. The content is as follows: +``` +component: psi +computing_partitions: 8 +conf: + computing: + metadata: + computing_id: 202402271112016150790_psi_0_0_host_9998 + host：127.0.0.1 + port:4670 + type: standalone/eggroll/spark + device: + metadata: {} + type: CPU + federation: + metadata: + federation_id: 202402271112016150790_psi_0_0 + parties: + local: + partyid: '9998' + role: host + parties: + - partyid: '9999' + role: guest + - partyid: '9998' + role: host + osx_config: + host: 127.0.01 + port: 9370 + type: osx + logger: + config: + storage: standalone/eggroll/hdfs +engine_run: + cores: 4 +input_artifacts: + data: + input_data: + output_artifact_key: output_data + output_artifact_type_alias: null + parties: + - party_id: + - '9998' + role: host + producer_task: reader_0 + model: null +job_id: '202402271112016150790' +launcher_conf: {} +launcher_name: default +mlmd: + metadata: + api_version: v2 + host: 127.0.0.1 + port: 9380 + protocol: http + type: flow +model_id: '202402271112016150790' +model_version: '0' +parameters: {} +party_id: '9998' +party_task_id: 202402271112016150790_psi_0_0_host_9998 +provider_name: fate +role: host +stage: default +task_id: 202402271112016150790_psi_0 +task_name: psi_0 +task_version: '0' +``` +Here are the key configurations: +- `component`: The name of the algorithm. When multiple algorithms are packaged in the same image, this parameter is used to identify them. +- `conf.computing`: Configuration for the computing engine. +- `conf.federation`: Configuration for the communication engine. +- `conf.storage`: Configuration for the storage engine, supporting standalone/eggroll and hdfs. +- `mlmd`: Platform-layer interface used for recording the output of the algorithm. The interface is [api-3](#api-3). +- `input_artifacts`: Input dependencies, including data, models, etc. +- `parameters`: Algorithm parameters. +The entry point for starting the algorithm needs to be specified with CMD when building the image, and the algorithm should call the status reporting interface in [api-3](#api-3) upon completion. + + +#### 2.2.2 Registering Algorithm Image +```shell +flow provider register -c examples/provider/register_image.json +``` +Where `register_image.json` looks like this: +```json +{ + "name": "fate", + "device": "docker", + "version": "2.1.0", + "metadata": { + "base_url": "", + "image": "federatedai/fate:2.1.0" + } +} +``` + +#### 2.2.3 Using Algorithm Image +After registration, in the DAG of the job configuration, you can specify the provider to run this FATE algorithm image, as shown below: +```yaml +dag: + conf: + task: + provider: fate:2.1.0@docker +``` +Alternatively, you can specify this image for a specific algorithm. For details, refer to the [provider guide](./provider_register.md). \ No newline at end of file diff --git a/doc/fate_access.zh.md b/doc/fate_access.zh.md new file mode 100644 index 000000000..17022b056 --- /dev/null +++ b/doc/fate_access.zh.md @@ -0,0 +1,202 @@ +# FATE 2.0 版本互联互通接入指南 + +## 1. FATE Flow接入指南 +- 说明：此章节为异构调度平台对接FATE调度平台FATE FLow的接入指南 +- 场景：本方为待接入系统，合作方为FATE站点 + +### 1.1 接口 +![api](./images/fate_flow_api.png) +FATE flow接口划分为4类： +- 1负责接收来自上层系统的请求，如提交、停止、查询作业等； +- 2负责接收来自调度层的请求，如开始、停止任务等； +- 3负责接收来自算法容器的请求，如任务的状态、输入上报等 +- 4负责来自平台层的请求，并分发给各个参与方的接口2，如创建作业，停止作业等 + +#### 1.1.1 api-1 +说明：由于是对接上层系统，并不涉及调度之间的交互，非必需接口，可自定义实现，接口层面不做约束。 + +#### 1.1.2 api-2 +可参考[接口](./../python/fate_flow/apps/partner/partner_app.py)实现 +- `/v2/partner/job/create`: 创建作业 +- `/v2/partner/job/start`: 开始作业 +- `/v2/partner/job/status/update`: 更新作业状态 +- `/v2/partner/job/update`: 更新作业(如进度信息) +- `/v2/partner/job/resource/apply`: 申请作业资源 +- `/v2/partner/job/resource/return`: 归还作业资源 +- `/v2/partner/job/stop`: 停止作业 +- `/v2/partner/task/resource/apply`: 申请任务资源 +- `/v2/partner/task/resource/return`: 归还任务资源 +- `/v2/partner/task/start`: 开始任务 +- `/v2/partner/task/collect`: 调度层收集任务状态 +- `/v2/partner/task/status/update`: 更新任务状态 +- `/v2/partner/task/stop`: 停止任务 +- `/v2/partner/task/rerun`: 重跑任务 + +#### 1.1.3 api-3 +可参考[接口](./../python/fate_flow/apps/worker/worker_app.py)实现 +- `/v2/worker/task/status`: 状态上报 +- `/v2/worker/model/save`: 模型存储 +- `/v2/worker/model/download`: 模型下载 +- `/v2/worker/data/tracking/query`: 查询数据 +- `/v2/worker/data/tracking/save`: 记录数据 +- `/v2/worker/metric/save/`: 记录指标 + +#### 1.1.4 api-4 +可参考[接口](./../python/fate_flow/apps/scheduler/scheduler_app.py)实现 +- `/v2/scheduler/job/create`: 创建作业、 +- `/v2/scheduler/job/stop`: 停止作业 +- `/v2/scheduler/task/report`: 任务上报(如状态) +- `/v2/scheduler/job/rerun`: 重跑作业 + + +### 1.2 调度器 +调度器主要包括两部分：调度逻辑和调度接口。异构的场景下的调度层想要实现互联互通，统一的调度流程和接口是不可或缺的。上述提到若使用FATE Flow作为调度方，与其它厂商互联时，可忽略调度器的实现。 + +#### 1.2.1 方案 +调度的核心是调度流程，流程定义作业的生命周期。在FATE 1.x版本中调度器与发起方逻辑是绑定的，即多方作业的协调调度是在发起方。 +这样有个弊处：假设A、B、C三家厂商各自都有发起任务的需求，他们的调度层都需要基于相同的调度逻辑实现调度器，互联互通的成本较高。 +在2.0版本中，将调度模块中的发起方与调度方逻辑解耦，且调度方可以在作业配置中被指定。在上诉的案例中，只要A、B、C厂商中的任意一家实现了调度器， +或者直接使用FATE作为调度方，其他厂商只需要实现调度客户端接口，即可满足需求，大大降低互联互通成本。 + +![scheduler](./images/scheduler.png) +

    P代表调度客户端接口，S代表调度器接口

    + + +举个例子简单说明下该调度模式：假设A想要和C创建作业，调度方为FATE Flow。首先A请求FATE-FLow S(create-job)接口, FATE FLow收到请求后通过job配置获取参与方信息(A、C)，随即分发给参与方各自的P(create-job)接口。 + + +#### 1.2.2 调度逻辑 +对作业的生命周期管理，主要包括作业何时启停、任务何时启停、DAG解析、组件运行依赖等等。FATE FLow的调度流程按任务状态获取模式分为两种: +callback和poll。其中callback模式是由各参与方主动上报任务状态给调度方，poll模式是调度方定时向各参与方拉取任务状态。 +两种模式对应的调度流程图如下： + +![schedule-for-callback](./images/schedule_for_callback.png) +

    callback模式

    + + +![schedule-for-poll](./images/schedule_for_poll.png) +

    poll模式

    + + +#### 1.2.3 调度接口 +负责来自平台层的请求，并分发给各个参与方的[api-2](#api-2)，如创建作业，停止作业等。接口见[api-4](#api-4) + + +## 2 算法接入指南 +在FATE 历史版本中，算法是以调度服务启动的本地进程方式运行，在扩展性方面存在不足，很难满足互联互通的需求。在2.0版本中采用“算法容器”运行算法， +通过制定统一的算法镜像构建标准与定义一套规范的镜像加载机制来实现异构算法调度功能。 +![scheduler](./images/federationml_schedule.png) + +### 2.1 FATE算法容器化方案 +- 前处理: 数据、模型、算法参数等输入处理，会调用平台层接口[api-3](#api-3)从平台获取相关依赖 +- 组件运行: 算法组件逻辑 +- 后处理: 算法组件输出内容处理，会调用平台层接口[api-3](#api-3)将输出上传到平台 +![](./images/schedule_for_component.png) + +### 2.2 接入 +#### 2.2.1 算法参数 +FATE FLow会以环境变量的形式将参数传递给算法容器，环境变量的key为"CONFIG"，参数值为JSON字符串。内容如下： +``` +component: psi +computing_partitions: 8 +conf: + computing: + metadata: + computing_id: 202402271112016150790_psi_0_0_host_9998 + host：127.0.0.1 + port:4670 + type: standalone/eggroll/spark + device: + metadata: {} + type: CPU + federation: + metadata: + federation_id: 202402271112016150790_psi_0_0 + parties: + local: + partyid: '9998' + role: host + parties: + - partyid: '9999' + role: guest + - partyid: '9998' + role: host + osx_config: + host: 127.0.01 + port: 9370 + type: osx + logger: + config: + storage: standalone/eggroll/hdfs +engine_run: + cores: 4 +input_artifacts: + data: + input_data: + output_artifact_key: output_data + output_artifact_type_alias: null + parties: + - party_id: + - '9998' + role: host + producer_task: reader_0 + model: null +job_id: '202402271112016150790' +launcher_conf: {} +launcher_name: default +mlmd: + metadata: + api_version: v2 + host: 127.0.0.1 + port: 9380 + protocol: http + type: flow +model_id: '202402271112016150790' +model_version: '0' +parameters: {} +party_id: '9998' +party_task_id: 202402271112016150790_psi_0_0_host_9998 +provider_name: fate +role: host +stage: default +task_id: 202402271112016150790_psi_0 +task_name: psi_0 +task_version: '0' +``` +其中，关键的配置为： +- component：算法名。多个算法打包在同一个镜像时可通过该参数标识 +- conf.computing: 为计算引擎配置 +- conf.federation: 为通信引擎配置 +- conf.storage: 为存储引擎配置，支持standalone/eggroll和hdfs +- mlmd: 为平台层接口，供算法的输出记录使用。接口为[api-3](#api-3) +- input_artifacts：输入依赖，包括数据、模型等 +- parameters：算法参数 +算法的启动入口需要在打镜像时指定CMD，算法结束需要调用[api-3](#api-3)中的状态上报接口 + + +#### 2.2.2 注册算法镜像 +```shell +flow provider register -c examples/provider/register_image.json +``` +其中，register_image.json如下： +```json +{ + "name": "fate", + "device": "docker", + "version": "2.1.0", + "metadata": { + "base_url": "", + "image": "federatedai/fate:2.1.0" + } +} +``` + +#### 2.2.3 使用算法镜像 +注册完成后，在作业配置的DAG中可以指定provider来运行此fate算法镜像，参考如下： +```yaml +dag: + conf: + task: + provider: fate:2.1.0@docker +``` +或者你也可以指定单个算法使用此镜像，详细可参考[provider指南](./provider_register.zh.md) diff --git a/doc/images/fate_flow_api.png b/doc/images/fate_flow_api.png new file mode 100644 index 0000000000000000000000000000000000000000..d1c07f1ae1fd5d70c0caf3db9ade09d5201186f4 GIT binary patch literal 166709 zcmdRWcU;p~+qb>FtF4IKtpX~`)`7}$0U{$>TM-dZ837q7A|f-gM@XVK1r&rR2&jx` z5s;MtvLU1eLj;5%E6k)MAUh$f1VWPcgn+j9c%Jw3{`dNai<6Vv}x1bO(s8{vkGyV9$HROa=jUB2zxwv8k}m34)TKOZPTmU5JPa|pcxDWFcOVc>e^qmyZnS73!2S(<^`~EV 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zRMawOUGH*(i*SJRog*^hPx~1Fy!T*ZBUX;%tv8*|RBx8r!=ehh!*OsK@LW97u(kJh zKtuJy$X{#V`%5Dw4d*i6n98YcA6qwd0HPX*IwDeq8y;rI%_=FAVlE*N#pl_sio2L} zzaUXFM7!_`^PdF05E}`pz*k5Lk1DX7I7Pz{QI%M^*YUT7-&GrI_A5L;g!{`?yiI_7 z*}(HC=Rrsiox4%*+qJOz_|!lEK%n^eL$!!R#7EH_3jWy~1i{41z?9u=t?)cM zq59WCWgW84rNhnKV{U$8Cog5?vIF407OU^ba)8=n`i-yyF-w|{Fy(@6aBqbLI2uJu z8?IMC`E`cWW^fuQ?WUhm1{6u-hedXM{Alzlz(%0X2Ln-`kaZ`y?V>dBzcH)}c_#`k z7l=-1!U1*L7-E@0n$rE`&owxueMz zi)V66t&>&T5!ML-0wbWW4i+}Y^vP-I`5#W+;Tkdau*!$kQ3FkWvaQF5eUq!)vT zdWngUH3Ra?1IgsieXwc9FnB2RG#vdKKcE)xa!)dbrys{aa-yTKBt6sYFC*;a&uBAd zwu2X;nOpD)tXANpWuE&^dS}TA5A7egW3e=$-<)ZDtTpi`jjY(!1#KY}nEW<)-97N5 z1%`&8$SDQ~?N^}dh+$YPRYx-YTsrV&)wL&0bTlftPlJK7lG2$5>WKD};$#VNO zdA?~ zB@j+NVU<-vCd+(*o5+?w6$~)mHMFcYHy6^S0)M=V$v}hA=MQpC+W%@b4c_IiIdFo5 zZzQf#`@&)%E^i-$an)OA%dR|SKOJ&+qfgzA%hjM5=u`Cx&5h9K|8P6pfAO^!V*69& UeH}8(uF#rTR_r51hrIsrACkrm>Hq)$ literal 0 HcmV?d00001 diff --git a/examples/provider/register_image.json b/examples/provider/register_image.json new file mode 100644 index 000000000..c5d06dc86 --- /dev/null +++ b/examples/provider/register_image.json @@ -0,0 +1,9 @@ +{ + "name": "fate", + "device": "docker", + "version": "2.1.0", + "metadata": { + "base_url": "", + "image": "federatedai/fate:2.1.0" + } +} \ No newline at end of file diff --git a/python/fate_flow/components/define/download.yaml b/python/fate_flow/components/define/download.yaml index 63fccb1a5..69f017131 100644 --- a/python/fate_flow/components/define/download.yaml +++ b/python/fate_flow/components/define/download.yaml @@ -2,7 +2,7 @@ component: name: download description: '' provider: fate_flow - version: 2.0.0 + version: 2.1.0 labels: [] roles: - guest diff --git a/python/fate_flow/components/define/upload.yaml b/python/fate_flow/components/define/upload.yaml index 4027ef457..158f884f4 100644 --- a/python/fate_flow/components/define/upload.yaml +++ b/python/fate_flow/components/define/upload.yaml @@ -2,7 +2,7 @@ component: name: upload description: '' provider: fate_flow - version: 2.0.0 + version: 2.1.0 labels: [] roles: - guest diff --git a/python/requirements-eggroll-client.txt b/python/requirements-eggroll-client.txt new file mode 100644 index 000000000..d8a184799 --- /dev/null +++ b/python/requirements-eggroll-client.txt @@ -0,0 +1 @@ +eggroll \ No newline at end of file From e981bdcadfedcf18ae9256f81423a4f274312e5e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 29 Feb 2024 15:43:48 +0800 Subject: [PATCH 466/482] update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-docker.txt | 3 +++ python/requirements-eggroll.txt | 8 +++++--- python/requirements-fate.txt | 5 +++-- 3 files changed, 11 insertions(+), 5 deletions(-) diff --git a/python/requirements-docker.txt b/python/requirements-docker.txt index d58644821..f2e17348d 100644 --- a/python/requirements-docker.txt +++ b/python/requirements-docker.txt @@ -6,3 +6,6 @@ # container -r requirements-container.txt + +# eggroll-client +-r requirements-eggroll-client.txt diff --git a/python/requirements-eggroll.txt b/python/requirements-eggroll.txt index 38e9ade97..63d09f2c9 100644 --- a/python/requirements-eggroll.txt +++ b/python/requirements-eggroll.txt @@ -1,6 +1,8 @@ -cloudpickle==2.1.0 -lmdb==1.3.0 +opentelemetry-api +opentelemetry-sdk protobuf==4.24.4 grpcio==1.59.3 grpcio-tools==1.59.3 -psutil>=5.7.0 \ No newline at end of file +cloudpickle==2.1.0 +psutil>=5.7.0 +pynvml==11.5.0 \ No newline at end of file diff --git a/python/requirements-fate.txt b/python/requirements-fate.txt index 283df32e6..fd164d99a 100644 --- a/python/requirements-fate.txt +++ b/python/requirements-fate.txt @@ -1,4 +1,5 @@ lmdb==1.3.0 +torch==1.13.1 fate_utils pydantic==1.10.12 cloudpickle==2.1.0 @@ -6,8 +7,8 @@ click ruamel-yaml==0.16 numpy pandas==2.0.3 -transformers==4.30.2 -accelerate==0.20.2 +transformers==4.37.2 +accelerate==0.27.2 beautifultable requests<2.26.0 scikit-learn From dae5679ee7b92e3670ed7578a43ff0ac8511d0d8 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 29 Feb 2024 15:48:10 +0800 Subject: [PATCH 467/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- mkdocs.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/mkdocs.yml b/mkdocs.yml index c04d0c299..a75b3cf16 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -15,6 +15,7 @@ nav: - job_scheduling.md - provider_register.md - system_conf.md + - fate_access.md - bfia_access.md - API: swagger/index.md From 5a961f93b9e28c040ddb8ed5dbb271eb547a4a3a Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 29 Feb 2024 16:44:49 +0800 Subject: [PATCH 468/482] fix data display bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/outputs/data.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/manager/outputs/data.py b/python/fate_flow/manager/outputs/data.py index 964eacd59..7883129bb 100644 --- a/python/fate_flow/manager/outputs/data.py +++ b/python/fate_flow/manager/outputs/data.py @@ -177,10 +177,12 @@ def display_output_data(cls, **kwargs): if key not in outputs: outputs[key] = [] for table in tables: - outputs[key].append(storage.StorageTableMeta( + meta = storage.StorageTableMeta( name=table.get("name"), namespace=table.get("namespace") - )) + ) + if meta: + outputs[key].append(meta) return cls.display_data(outputs) @staticmethod From 41e8797986877644b8128c48419f32de80639f08 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 29 Feb 2024 16:56:40 +0800 Subject: [PATCH 469/482] update release Signed-off-by: zhihuiwan <15779896112@163.com> --- RELEASE.md | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/RELEASE.md b/RELEASE.md index 67058bb6b..89e52f8f4 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -1,3 +1,13 @@ +## Release 2.1.0 +### Major Features and Improvements +Improved the display issue of output data. +Enhanced the PyPI package: configuration files have been relocated to the user's home directory, and the relative paths for uploading data are based on the user's home directory. +Added support for running FATE algorithms with Spark + Hadoop. + +### Bug-Fix +Fixed an issue where failed tasks could not be retried. +Fixed an issue where the system couldn't run when the task cores exceeded the system total cores. + ## Release 2.0.0 ### Major Features and Improvements * Adapted to new scalable and standardized federated DSL IR From 84df7220690eb719e83a7eb5b5c0c8a4b18f2d43 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 1 Mar 2024 16:57:44 +0800 Subject: [PATCH 470/482] update release Signed-off-by: zhihuiwan <15779896112@163.com> --- RELEASE.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/RELEASE.md b/RELEASE.md index 89e52f8f4..69484e7bb 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -2,7 +2,7 @@ ### Major Features and Improvements Improved the display issue of output data. Enhanced the PyPI package: configuration files have been relocated to the user's home directory, and the relative paths for uploading data are based on the user's home directory. -Added support for running FATE algorithms with Spark + Hadoop. +Supported running FATE algorithms in Spark on YARN client mode. ### Bug-Fix Fixed an issue where failed tasks could not be retried. From 5b9d53ea5546a2fbd6697d1320ec74da2599c591 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 5 Mar 2024 10:46:06 +0800 Subject: [PATCH 471/482] support arbiter deepspeed engine Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/task.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/controller/task.py b/python/fate_flow/controller/task.py index 3c3453f2f..f87fef197 100644 --- a/python/fate_flow/controller/task.py +++ b/python/fate_flow/controller/task.py @@ -120,8 +120,8 @@ def update_local(task): @staticmethod def update_launcher_config(task, launcher_name, task_parameters): # support deepspeed and other launcher - if task.f_role == "arbiter": - return + # if task.f_role == "arbiter": + # return schedule_logger(task.f_job_id).info(f"task runtime launcher name: {launcher_name}") if launcher_name and launcher_name != LauncherType.DEFAULT: task_parameters.launcher_name = task.f_launcher_name = launcher_name From b7909e8f02c37b0db24f26a305a97c80c6590555 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 5 Mar 2024 10:48:02 +0800 Subject: [PATCH 472/482] update examples Signed-off-by: zhihuiwan <15779896112@163.com> --- examples/lr/train_lr.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/lr/train_lr.yaml b/examples/lr/train_lr.yaml index 1b13597d7..ccd59ffe9 100644 --- a/examples/lr/train_lr.yaml +++ b/examples/lr/train_lr.yaml @@ -80,7 +80,7 @@ dag: - lr_0 inputs: data: - input_data: + input_datas: task_output_artifact: - output_artifact_key: train_output_data producer_task: lr_0 From 820a53585c785098b0c3a267afa5734221a2457c Mon Sep 17 00:00:00 2001 From: robbie228 Date: Tue, 16 Jul 2024 17:37:58 +0800 Subject: [PATCH 473/482] update req & setup.py Signed-off-by: robbie228 --- python/requirements-eggroll.txt | 6 +++--- python/requirements-flow.txt | 16 ++++++++-------- python/requirements-pulsar.txt | 2 +- python/setup.py | 24 ++++++++++++------------ 4 files changed, 24 insertions(+), 24 deletions(-) diff --git a/python/requirements-eggroll.txt b/python/requirements-eggroll.txt index 63d09f2c9..0eeaf1412 100644 --- a/python/requirements-eggroll.txt +++ b/python/requirements-eggroll.txt @@ -1,8 +1,8 @@ opentelemetry-api opentelemetry-sdk protobuf==4.24.4 -grpcio==1.59.3 -grpcio-tools==1.59.3 +grpcio==1.62.1 +grpcio-tools==1.62.1 cloudpickle==2.1.0 psutil>=5.7.0 -pynvml==11.5.0 \ No newline at end of file +pynvml==11.5.0 diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt index 62c704cb5..c8dfefe6b 100644 --- a/python/requirements-flow.txt +++ b/python/requirements-flow.txt @@ -1,8 +1,8 @@ pip>=21 -apsw<=3.10 +apsw>=3.10 Flask==2.2.5 -grpcio==1.59.3 -grpcio-tools==1.59.3 +grpcio==1.62.1 +grpcio-tools==1.62.1 requests<2.26.0 urllib3==1.26.18 ruamel-yaml==0.16 @@ -10,9 +10,9 @@ cachetools==3.0.0 filelock==3.3.1 pydantic==1.10.12 webargs -peewee==3.9.3 +peewee==3.17.1 python-dotenv==0.13.0 -pyyaml==5.4.1 +pyyaml networkx psutil>=5.7.0 casbin_peewee_adapter @@ -20,7 +20,7 @@ casbin pymysql kazoo shortuuid -cos-python-sdk-v5==1.9.10 -typing-extensions==4.5.0 +cos-python-sdk-v5==1.9.27 +typing-extensions==4.8.0 boto3 -pyarrow==14.0.1 +pyarrow==15.0.1 diff --git a/python/requirements-pulsar.txt b/python/requirements-pulsar.txt index 03726430b..f51aaa905 100644 --- a/python/requirements-pulsar.txt +++ b/python/requirements-pulsar.txt @@ -1 +1 @@ -pulsar-client==2.10.2 \ No newline at end of file +pulsar-client==3.4.0 diff --git a/python/setup.py b/python/setup.py index c6f6ee93a..079d57cf4 100644 --- a/python/setup.py +++ b/python/setup.py @@ -6,28 +6,28 @@ packages = find_packages(".") install_requires = [ - "apsw", + "apsw>=3.10", "Flask==2.2.5", - "grpcio==1.59.3", - "grpcio-tools==1.59.3", - "requests", - "urllib3", - "cachetools", - "filelock", + "grpcio==1.62.1", + "grpcio-tools==1.62.1", + "requests<2.26.0", + "urllib3==1.26.18", + "cachetools==3.0.0", + "filelock==3.3.1", "pydantic==1.10.12", "webargs", - "peewee", - "python-dotenv", + "peewee==3.17.1", + "python-dotenv==0.13.0", "pyyaml", "networkx", - "psutil", + "psutil>=5.7.0", "casbin_peewee_adapter", "casbin", "pymysql", "kazoo", "shortuuid", - "cos-python-sdk-v5", - "typing-extensions", + "cos-python-sdk-v5==1.9.27", + "typing-extensions==4.8.0", "ruamel.yaml==0.16", "boto3" ] From 1a3b4e83c9b48f4bd9e7c485c179ad9058ffd131 Mon Sep 17 00:00:00 2001 From: robbie228 Date: Tue, 16 Jul 2024 17:41:49 +0800 Subject: [PATCH 474/482] update req & setup.py Signed-off-by: robbie228 --- python/requirements-fate.txt | 15 +++++++++------ python/setup.py | 14 ++++++++------ 2 files changed, 17 insertions(+), 12 deletions(-) diff --git a/python/requirements-fate.txt b/python/requirements-fate.txt index fd164d99a..f2e6914b6 100644 --- a/python/requirements-fate.txt +++ b/python/requirements-fate.txt @@ -1,23 +1,26 @@ -lmdb==1.3.0 -torch==1.13.1 +--extra-index-url https://download.pytorch.org/whl/cpu + +lmdb==1.4.1 +torch==2.3.1+cpu fate_utils pydantic==1.10.12 cloudpickle==2.1.0 click ruamel-yaml==0.16 -numpy +numpy==1.26.4 pandas==2.0.3 transformers==4.37.2 accelerate==0.27.2 beautifultable requests<2.26.0 -scikit-learn +scikit-learn==1.4.1.post1 omegaconf -rich +rich==13.7.1 opentelemetry-api opentelemetry-sdk opentelemetry-exporter-otlp-proto-grpc mmh3==3.0.0 protobuf==4.24.4 grpcio==1.59.3 -safetensors==0.4.1 \ No newline at end of file +safetensors==0.4.1 +scipy diff --git a/python/setup.py b/python/setup.py index 079d57cf4..c9f84390c 100644 --- a/python/setup.py +++ b/python/setup.py @@ -33,15 +33,17 @@ ] extras_require = { "rabbitmq": ["pika==1.2.1"], - "pulsar": ["pulsar-client==2.10.2"], + "pulsar": ["pulsar-client==3.4.0"], "spark": ["pyspark"], "eggroll": [ - "cloudpickle", + "cloudpickle==2.1.0", "lmdb", - "protobuf", - "grpcio", - "grpcio-tools", - "protobuf", + "protobuf==4.24.4", + "grpcio==1.62.1", + "grpcio-tools==1.62.1", + "protobuf==4.24.4", + "psutil>=5.7.0", + "pynvml==11.5.0" ], "fate_flow": ["fate_flow[rabbitmq,pulsar,spark,eggroll]"], } From b65dcb6ef2a012895d86f869a2fd672a1aa49cfa Mon Sep 17 00:00:00 2001 From: robbie228 Date: Tue, 16 Jul 2024 18:24:10 +0800 Subject: [PATCH 475/482] update req & setup.py Signed-off-by: robbie228 --- python/setup.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/python/setup.py b/python/setup.py index c9f84390c..e995e9ee9 100644 --- a/python/setup.py +++ b/python/setup.py @@ -42,8 +42,6 @@ "grpcio==1.62.1", "grpcio-tools==1.62.1", "protobuf==4.24.4", - "psutil>=5.7.0", - "pynvml==11.5.0" ], "fate_flow": ["fate_flow[rabbitmq,pulsar,spark,eggroll]"], } From fdf9feea55db25ede842c27b72db299e30fc2618 Mon Sep 17 00:00:00 2001 From: robbie228 Date: Tue, 16 Jul 2024 18:31:22 +0800 Subject: [PATCH 476/482] update req & setup.py Signed-off-by: robbie228 --- python/setup.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/python/setup.py b/python/setup.py index e995e9ee9..c9f84390c 100644 --- a/python/setup.py +++ b/python/setup.py @@ -42,6 +42,8 @@ "grpcio==1.62.1", "grpcio-tools==1.62.1", "protobuf==4.24.4", + "psutil>=5.7.0", + "pynvml==11.5.0" ], "fate_flow": ["fate_flow[rabbitmq,pulsar,spark,eggroll]"], } From 403908bbe3ce11de30aaf70ab9a735b70b7070bd Mon Sep 17 00:00:00 2001 From: robbie228 Date: Wed, 17 Jul 2024 14:44:06 +0800 Subject: [PATCH 477/482] update req-fate Signed-off-by: robbie228 --- python/requirements-fate.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/requirements-fate.txt b/python/requirements-fate.txt index f2e6914b6..2f859340c 100644 --- a/python/requirements-fate.txt +++ b/python/requirements-fate.txt @@ -21,6 +21,6 @@ opentelemetry-sdk opentelemetry-exporter-otlp-proto-grpc mmh3==3.0.0 protobuf==4.24.4 -grpcio==1.59.3 +grpcio==1.62.1 safetensors==0.4.1 scipy From 6d5dd63c519f79514231fa85ef9e80bb9017d278 Mon Sep 17 00:00:00 2001 From: fancyxun <837633751@qq.com> Date: Thu, 18 Jul 2024 18:30:56 +0800 Subject: [PATCH 478/482] Feat: support read data from mysql Signed-off-by: fancyxun <837633751@qq.com> --- .../fate_flow/components/components/upload.py | 5 +- python/fate_flow/utils/file_utils.py | 48 +++++++++++++++++++ 2 files changed, 52 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index bd02a366b..ae723c994 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -25,7 +25,7 @@ from fate_flow.entity.types import JsonMetricArtifactType, EngineType from fate_flow.manager.outputs.data import DatasetManager from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME, ENGINES -from fate_flow.utils.file_utils import get_fate_flow_directory +from fate_flow.utils.file_utils import get_fate_flow_directory, transform_local_file, file_delete from fate_flow.utils.io_utils import URI @@ -135,6 +135,7 @@ def run(self, parameters: UploadParam, outputs: IOMeta.OutputMeta = None, job_id self.parameters = parameters logging.info(self.parameters.to_dict()) storage_address = self.parameters.storage_address + parameters.file, is_cache = transform_local_file(parameters.file) if not os.path.isabs(parameters.file): parameters.file = os.path.join( get_fate_flow_directory(), parameters.file @@ -208,6 +209,8 @@ def run(self, parameters: UploadParam, outputs: IOMeta.OutputMeta = None, job_id logging.info("table name: {}, table namespace: {}".format(name, namespace)) if outputs: self.save_outputs(job_id, outputs, data_table_count) + if is_cache: + file_delete(parameters.file) return {"name": name, "namespace": namespace, "count": data_table_count, "data_meta": self.data_meta} def save_data_table(self, job_id): diff --git a/python/fate_flow/utils/file_utils.py b/python/fate_flow/utils/file_utils.py index 413ed3b2e..c9a9f97b3 100644 --- a/python/fate_flow/utils/file_utils.py +++ b/python/fate_flow/utils/file_utils.py @@ -16,8 +16,12 @@ import json import os +import uuid +from pathlib import Path +import pandas as pd from ruamel import yaml +from sqlalchemy import create_engine from fate_flow.runtime.env import is_in_virtualenv @@ -74,6 +78,50 @@ def get_fate_flow_directory(*args): return fate_flow_dir +def transform_local_file(file): + """ + Args: + file (str): + values like : + mysql://user:password@host_ip:host_port/db/table + file:///path/to/local_file.csv + /path/to/local_file.csv + """ + def _find_positions(s): + last_at_index = s.rfind('@') + first_colon_index = s.find(':') + last_slash_index = s.rfind('/') + second_last_slash_index = s.rfind('/', 0, last_slash_index) + return last_at_index, first_colon_index, second_last_slash_index + + if file.startswith('mysql://'): + db_info_str = file[8:] + db_info = db_info_str.split('/') + table_name = db_info[-1] + dbname = db_info[-2] + last_at, first_colon, second_last_slash = _find_positions(db_info_str) + username = db_info_str[0:first_colon] + password = db_info_str[first_colon + 1: last_at] + host = db_info_str[last_at + 1:second_last_slash] + database_url = f"mysql+pymysql://{username}:{password}@{host}/{dbname}" + engine = create_engine(database_url) + df = pd.read_sql_table(table_name, con=engine) + file = f"/tmp/data_{uuid.uuid4()}.csv" + df.to_csv(file, index=False) + return file, True + + elif file.startswith('file://'): + return file[7:], False + + else: + return file, False + + +def file_delete(file): + file_path = Path(file) + file_path.unlink(missing_ok=True) + + def load_yaml_conf(conf_path): if not os.path.isabs(conf_path): conf_path = os.path.join(get_fate_flow_directory(), conf_path) From 5b84f77809cf52cb847d7ae1eff2df4f2d585305 Mon Sep 17 00:00:00 2001 From: fancyxun <837633751@qq.com> Date: Thu, 18 Jul 2024 18:33:59 +0800 Subject: [PATCH 479/482] add sqlalchemy in reqirements-flow.txt Signed-off-by: fancyxun <837633751@qq.com> --- python/requirements-flow.txt | 1 + 1 file changed, 1 insertion(+) diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt index 62c704cb5..d7613ebaf 100644 --- a/python/requirements-flow.txt +++ b/python/requirements-flow.txt @@ -24,3 +24,4 @@ cos-python-sdk-v5==1.9.10 typing-extensions==4.5.0 boto3 pyarrow==14.0.1 +sqlalchemy==2.0.31 From 836d032634deebdcdbaf567f5f7f0bc6e695dae6 Mon Sep 17 00:00:00 2001 From: mgqa34 Date: Mon, 29 Jul 2024 14:07:34 +0800 Subject: [PATCH 480/482] update version of pandas and numpy Signed-off-by: mgqa34 --- python/requirements-fate.txt | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/python/requirements-fate.txt b/python/requirements-fate.txt index 2f859340c..b74d7f423 100644 --- a/python/requirements-fate.txt +++ b/python/requirements-fate.txt @@ -7,8 +7,8 @@ pydantic==1.10.12 cloudpickle==2.1.0 click ruamel-yaml==0.16 -numpy==1.26.4 -pandas==2.0.3 +numpy<2.0.0 +pandas==2.2.2 transformers==4.37.2 accelerate==0.27.2 beautifultable From 256b48735fee8757766491a055fedad8519c396c Mon Sep 17 00:00:00 2001 From: mgqa34 Date: Mon, 29 Jul 2024 17:42:52 +0800 Subject: [PATCH 481/482] update release note Signed-off-by: mgqa34 --- RELEASE.md | 4 ++++ python/requirements-fate.txt | 2 +- 2 files changed, 5 insertions(+), 1 deletion(-) diff --git a/RELEASE.md b/RELEASE.md index 69484e7bb..6081f74cb 100644 --- a/RELEASE.md +++ b/RELEASE.md @@ -1,3 +1,7 @@ +## Release 2.2.0 +### Major Features and Improvements +* Upgrade from Python 3.8 to Python 3.10 + ## Release 2.1.0 ### Major Features and Improvements Improved the display issue of output data. diff --git a/python/requirements-fate.txt b/python/requirements-fate.txt index b74d7f423..484e372a9 100644 --- a/python/requirements-fate.txt +++ b/python/requirements-fate.txt @@ -8,7 +8,7 @@ cloudpickle==2.1.0 click ruamel-yaml==0.16 numpy<2.0.0 -pandas==2.2.2 +pandas transformers==4.37.2 accelerate==0.27.2 beautifultable From 4a57b7cf81f7ce17e020c732db458b5727a0050e Mon Sep 17 00:00:00 2001 From: mgqa34 Date: Mon, 29 Jul 2024 20:02:19 +0800 Subject: [PATCH 482/482] update version of fate_flow Signed-off-by: mgqa34 --- python/fate_flow/_info.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/_info.py b/python/fate_flow/_info.py index 4093fdb3f..faa0c5afd 100644 --- a/python/fate_flow/_info.py +++ b/python/fate_flow/_info.py @@ -12,5 +12,5 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -__version__ = "2.1.0" +__version__ = "2.2.0" __provider__ = "fate_flow"

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e1fec4e9a..c6f6ee93a 100644 --- a/python/setup.py +++ b/python/setup.py @@ -43,12 +43,12 @@ "grpcio-tools", "protobuf", ], - "testabc": ["fate_flow[rabbitmq,pulsar,spark,eggroll]"], + "fate_flow": ["fate_flow[rabbitmq,pulsar,spark,eggroll]"], } CONF_NAME = "conf" -PACKAGE_NAME = "testabc" +PACKAGE_NAME = "fate_flow" ENV_NAME = "fateflow.env" HOME = os.path.abspath("../") CONF_PATH = os.path.join(HOME, CONF_NAME) @@ -84,8 +84,8 @@ def run(self): setup( - name="testabc", - version="1.19.0", + name="fate_flow", + version=fate_flow.__version__, keywords=["federated learning scheduler"], author="FederatedAI", author_email="contact@FedAI.org", From 34b59d2c339262c4759bc457cad087329d3cf736 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 29 Dec 2023 19:01:10 +0800 Subject: [PATCH 451/482] fix server cli Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/commands/server_cli.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/commands/server_cli.py b/python/fate_flow/commands/server_cli.py index 83bc3e24e..86c741c83 100644 --- a/python/fate_flow/commands/server_cli.py +++ b/python/fate_flow/commands/server_cli.py @@ -175,7 +175,7 @@ def init_server(ip, port, home): if ip or port: with open(SERVER_CONF_PATH, "w") as file: - yaml.dump(config, file) + yaml.dump(config, file, default_flow_style=False) print("Init server completed!") From a8cbefc9d15a612fbe8c57feba32722ba1d9f386 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 29 Dec 2023 19:25:32 +0800 Subject: [PATCH 452/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 4 ++-- doc/quick_start.zh.md | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index 5a1505480..8660e76b1 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -450,7 +450,7 @@ For example, with the previously submitted training DAG task, you can use `flow ## 3. More Documentation - [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0/doc/swagger/swagger.yaml) -- [CLI](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0/python/fate_client/flow_cli/build/doc) -- [Pipeline](https://github.com/FederatedAI/FATE/tree/v2.0.0/doc/tutorial) +- [CLI](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0/doc/cli_index.md) +- [Pipeline](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0/doc/pipeline.md) - [FATE Quick Start](https://github.com/FederatedAI/FATE/tree/v2.0.0/doc/2.0/fate/quick_start.md) - [FATE Algorithms](https://github.com/FederatedAI/FATE/tree/v2.0.0/doc/2.0/fate) \ No newline at end of file diff --git a/doc/quick_start.zh.md b/doc/quick_start.zh.md index f97d9fee9..eba9c7c38 100644 --- a/doc/quick_start.zh.md +++ b/doc/quick_start.zh.md @@ -453,7 +453,7 @@ flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $do ## 3.更多文档 - [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0/doc/swagger/swagger.yaml) -- [CLI](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0/python/fate_client/flow_cli/build/doc) -- [Pipeline](https://github.com/FederatedAI/FATE/tree/v2.0.0/doc/tutorial) +- [CLI](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0/doc/cli_index.md) +- [Pipeline](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0/doc/pipeline.md) - [FATE快速开始](https://github.com/FederatedAI/FATE/tree/v2.0.0/doc/2.0/fate/quick_start.md) - [FATE算法](https://github.com/FederatedAI/FATE/tree/v2.0.0/doc/2.0/fate) From ad2bbf3b82808101a9cb8155e3c18f03e79b7f3e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 4 Jan 2024 19:02:21 +0800 Subject: [PATCH 453/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- mkdocs.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/mkdocs.yml b/mkdocs.yml index 8b3f7a461..4572c93ce 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -11,6 +11,9 @@ nav: #- ... | flat | *.md - fate_flow.md - quick_start.md + - data_access.md + - job_scheduling.md + - provider_register.md - system_conf.md - API: swagger/index.md From 4d866496bb7f1c58c17ab619218eb037865c8cf2 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 8 Jan 2024 16:18:37 +0800 Subject: [PATCH 454/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/bfia_access.md | 298 +++++++++++++++++++++++++++++ doc/bfia_access.zh.md | 293 +++++++++++++++++++++++++++- doc/data_access.md | 2 - doc/images/open_flow/pipeline.png | Bin 0 -> 121998 bytes doc/images/open_flow/scheduler.png | Bin 0 -> 124948 bytes mkdocs.yml | 1 + 6 files changed, 585 insertions(+), 9 deletions(-) create mode 100644 doc/bfia_access.md create mode 100644 doc/images/open_flow/pipeline.png create mode 100644 doc/images/open_flow/scheduler.png diff --git a/doc/bfia_access.md b/doc/bfia_access.md new file mode 100644 index 000000000..b0f826968 --- /dev/null +++ b/doc/bfia_access.md @@ -0,0 +1,298 @@ +# BFIA Integration Guide + +The [BFIA protocol](https://github.com/FederatedAI/InterOp), organized by the Beijing Financial Technology Industry Alliance and led by China UnionPay, is an API interface specification established jointly by over 60 units, including major financial institutions, telecom operators, internet companies, technology firms, testing agencies, and research institutes. FATE 2.0 has adapted this protocol across various layers like Pipeline, Scheduling, Communication, and more. This document will guide how to perform federated learning with FATE framework using the BFIA protocol. + +## 1. Pipeline + +![pipeline](./images/open_flow/pipeline.png) + +The pipeline constructs a unified client for FATE's interoperation, generating a DAG configuration based on the FATE 2.0 protocol. The pipeline doesn't directly call the BFIA protocol API; instead, it utilizes the FATE protocol API and transforms it into BFIA protocol execution within the FATE Flow through an adapter pattern. + +### 1.1 FATE Algorithm + +```python +from fate_client.pipeline import FateFlowPipeline +from fate_client.pipeline.components.fate import CoordinatedLR, PSI +from fate_client.pipeline.interface.channel import DataWarehouseChannel + + +guest = "JG0100001100000010" +host = "JG0100001100000010" +arbiter = "JG0100001100000010" +pipeline = FateFlowPipeline().set_parties(guest=guest, host=host, arbiter=arbiter) +pipeline.set_site_role("guest") +pipeline.set_site_party_id(guest) + +psi_0 = PSI("psi_0", + input_data=[DataWarehouseChannel(dataset_id="experiment#breast_hetero_guest", parties=dict(guest=guest)), + DataWarehouseChannel(dataset_id="experiment#breast_hetero_host", parties=dict(host=host))]) +lr_0 = CoordinatedLR("lr_0", + epochs=10, + batch_size=300, + optimizer={"method": "SGD", "optimizer_params": {"lr": 0.1}, "penalty": "l2", "alpha": 0.001}, + init_param={"fit_intercept": True, "method": "zeros"}, + train_data=psi_0.outputs["output_data"], + learning_rate_scheduler={"method": "linear", "scheduler_params": {"start_factor": 0.7, + "total_iters": 100}}) + +pipeline.add_tasks([psi_0, lr_0]) + +pipeline.protocol_kind = "bfia" +pipeline.conf.set( +"extra", +dict(initiator={'party_id': guest, 'role': 'guest'}) +) +pipeline.guest.conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.hosts[0].conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.compile() +pipeline.fit() + +``` + +### 1.2 UnionPay Algorithm + +```python +from fate_client.pipeline import FateFlowPipeline +from fate_client.pipeline.adapters.bfia.components.unionpay.intersection import Intersection +from fate_client.pipeline.adapters.bfia.components.unionpay.hetero_lr import HeteroLR +from fate_client.pipeline.interface import DataWarehouseChannel + + +pipeline = FateFlowPipeline().set_parties( + guest="JG0100001100000010", + host="JG0100001100000010", + arbiter="JG0100001100000010" +) +pipeline.set_site_role("guest") +pipeline.set_site_party_id("JG0100001100000010") + +intersection_0 = Intersection( + "intersect_rsa_1", + id="id", + intersect_method="rsa", + only_output_key=False, + rsa_params=dict( + final_hash_method="sha256", + hash_method="sha256", + key_length=2048 + ), + sync_intersect_ids=True, + connect_engine="mesh", + train_data=[ + DataWarehouseChannel(dataset_id="testspace#test_guest", parties=dict(guest="JG0100001100000010")), + DataWarehouseChannel(dataset_id="testspace#test_host", parties=dict(host="JG0100001100000010")) + ] +) + +hetero_lr_0 = HeteroLR( + "hetero_logistic_regression_1", + id="id", + label="y", + batch_size=-1, + penalty="L2", + early_stop="diff", + tol=0.0001, + max_iter=2, + alpha=0.01, + optimizer="nesterov_momentum_sgd", + init_param={"init_method":"zeros"}, + learning_rate=0.15, + connect_engine="mesh", + train_data=intersection_0.outputs["train_data"] +) + +pipeline.add_task(intersection_0) +pipeline.add_task(hetero_lr_0) +pipeline.conf.set( + "extra", + dict(initiator={'party_id': 'JG0100001100000010', 'role': 'guest'}) +) + +pipeline.protocol_kind = "bfia" +pipeline.guest.conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.hosts[0].conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.compile() +pipeline.fit() + +``` + +### 1.3 Other BFIA Protocol Algorithms +#### 1.3.1 Pipeline Adaptation Development: +To integrate other algorithms, follow these steps: +- Component Description File: Place the algorithm component description file in [pipeline-component-define](https://github.com/FederatedAI/FATE-Client/blob/v2.0.0/python/fate_client/pipeline/adapters/bfia/component_define) +- Component Definition: Place the algorithm component definition file in [pipeline-component](https://github.com/FederatedAI/FATE-Client/blob/v2.0.0/python/fate_client/pipeline/adapters/bfia/components) + +## 2. Scheduling + +![scheduler](./images/open_flow/scheduler.png) + +### 2.1 Modifying Configurations +- Modify [Route-Table](../python/fate_flow/adapter/bfia/conf/route_table.yaml). +- Update [local-site-settings](../python/fate_flow/adapter/bfia/settings.py) + - `LOCAL_SITE_ID`: ID of the local site. + - `STORAGE_ADDRESS`: S3 storage address. + - `TRANSPORT`: Communication engine address used by the local algorithm. + - `CONTAINER_LOG_PATH`: Local path for container logs. + - `CALLBACK_ADDRESS`: Address for scheduling service used by the algorithm for callbacks. + +### 2.2 Registering Algorithms +```json +{ + "name": "unionpay", + "device": "docker", + "version": "2.0.0", + "metadata": { + "base_url": "", + "image": "unionpay:2.0.0" + }, + "protocol": "bfia", + "components_description": {} +} +``` + +Registration Configuration Explanation: +- `name`: Name of the provider/vendor. +- `device`: Mode of algorithm execution, currently supporting "docker". +- `version`: Algorithm version. +- `metadata`: Image information. +- `protocol`: Protocol used by the algorithm. +- `components_description`: Description of algorithm components, reference [BFIA Algorithm Self-description](https://github.com/FederatedAI/InterOp/blob/main/API_SPECS/3.%E7%AE%97%E6%B3%95%E7%BB%84%E4%BB%B6%E5%B1%82%E6%8E%A5%E5%8F%A3/%E9%9A%90%E7%A7%81%E8%AE%A1%E7%AE%97%E4%BA%92%E8%81%94%E4%BA%92%E9%80%9A%E7%AE%97%E6%B3%95%E7%BB%84%E4%BB%B6%E5%B1%82API.md#2-%E7%AE%97%E6%B3%95%E7%BB%84%E4%BB%B6%E8%87%AA%E6%8F%8F%E8%BF%B0%E6%96%87%E4%BB%B6) + +#### 2.2.1 Registering FATE Algorithms +```shell +flow provider register -c examples/bfia/fate/register/fate_components.json +``` +- Configuration reference: [fate_components.json](../examples/bfia/fate/register/fate_components.json) + +#### 2.2.2 Registering UnionPay Algorithms +```shell +flow provider register -c examples/bfia/unionpay/register/unionpay_components.json +``` +- Configuration reference: [unionpay_components.json](../examples/bfia/unionpay/register/unionpay_components.json) + +#### 2.2.3 Registering Other Algorithms +You can use the above configuration to register algorithm images from other vendors into the FATE Flow service. They will be automatically loaded and run as containers during execution. + +## 3. Usage + +- Modify configurations as outlined in section 2.1. +- Register corresponding algorithms as described in section 2.2. + +### 3.1 Using FATE Algorithm Images + +#### 3.1.1 Data Upload + +##### 3.1.1.1 Upload + +- Install FATE Flow and Flow Cli +```shell +pip install fate_flow==2.0.0 +pip install fate_client==2.0.0 +``` +- Upload data to s3 storage +```python +import os +import tempfile + +from fate_flow.adapter.bfia.container.wraps.wraps import DataIo +from fate_flow.components.components.upload import Upload, UploadParam +from fate_flow.entity.spec.dag import Metadata + + +def upload_data(s3_address, namespace, name, file, meta, head=True, partitions=16, extend_sid=True, storage_engine="standalone"): + upload_object = Upload() + params = { + 'name': name, + 'namespace': namespace, + 'file': file, + 'storage_engine': storage_engine, + 'head': head, + 'partitions': partitions, + 'extend_sid': extend_sid, + 'meta': meta + } + params = UploadParam(**params) + + with tempfile.TemporaryDirectory() as data_home: + os.environ["STANDALONE_DATA_HOME"] = data_home + data_meta = upload_object.run(params).get("data_meta") + + metadata = Metadata(metadata=dict(options=dict(partitions=partitions), schema=data_meta)) + data_path = os.path.join(data_home, namespace, name) + engine = DataIo(s3_address) + engine.upload_to_s3(data_path, name=name, namespace=namespace, metadata=metadata.dict()) + + +if __name__ == "__main__": + s3_address = "s3://127.0.0.1:9000?username=admin&password=12345678" + file = 'examples/data/breast_hetero_guest.csv' + namespace = "upload" + name = "guest" + + + meta = { + "delimiter": ",", + "label_name": "y", + "match_id_name": "id" + } + upload_data(s3_address=s3_address, namespace=namespace, name=name, file=file, meta=meta) + +``` +Modify the parameters `s3_address`, `file`, `namespace`, `name`, `meta` in the above code with actual values, where: +```yaml +s3_address: s3 storage address +file: local path of the data +namespace: FATE table namespace +name: FATE table name +meta: Data metadata +``` + +##### 3.1.1.2 dataframe-transformer + +Explanation: The upload process stores data in the s3 storage. FATE algorithms depend on dataframe-format datasets. FATE provides the `dataframe-transformer` component for data conversion. **In the BFIA protocol, the input parameter for data is `dataset_id`, which FATE adapts as `$namespace + '#' + $name`** +- Configuration: [dataframe-transformer](../examples/bfia/fate/job/dataframe_transformer.yaml) +- Replace `JG0100001100000010` in the configuration with the actual site ID +- Modify `dataset_id` to `$namespace + '#' + $name`, where namespace and name are the parameters set for upload. +```yaml +dag: + tasks: + transformer_0: + inputs: + data: + table: + data_warehouse: + dataset_id: upload#guest +``` +- The output data table is defined in dag.tasks.transformer_0.parameters and can be customized. +```yaml +dag: + tasks: + transformer_0: + parameters: + name: breast_hetero_guest + namespace: experiment +``` +- Submit the `dataframe-transformer` component: `flow job submit -c examples/bfia/fate/job/dataframe_transformer.yaml` + +#### 3.1.2 Running FATE Algorithm Components +Jobs can be submitted via CLI, pipelines, or the BFIA's [restful-api](https://github.com/FederatedAI/InterOp/blob/main/API_SPECS/2.%E6%8E%A7%E5%88%B6%E5%B1%82%E6%8E%A5%E5%8F%A3/%E9%9A%90%E7%A7%81%E8%AE%A1%E7%AE%97%E4%BA%92%E8%81%94%E4%BA%92%E9%80%9A%E6%8E%A7%E5%88%B6%E5%B1%82API.md#51-%E5%88%9B%E5%BB%BA%E4%BD%9C%E4%B8%9A) + +- Submitting jobs via CLI: + - Configuration: [psi-lr](../examples/bfia/fate/job/psi_lr.yaml), [psi-sbt](../examples/bfia/fate/job/psi_sbt.yaml) + - Command: `flow job submit -c examples/bfia/fate/job/psi_lr.yaml` +- Submitting jobs via pipelines: [psi-lr](../examples/bfia/fate/pipeline/test_lr.py), [psi-sbt](../examples/bfia/fate/pipeline/test_sbt.py) +- Using the restful-api: [psi-lr](../python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_lr.json), [psi-sbt](../python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json) + +### 3.2 Using Algorithm Images from Other Vendors + +#### 3.2.1 Data Upload +Each vendor provides its own data upload interface. + +#### 3.2.2 Running Algorithm Components from Other Vendors (UnionPay example) +Jobs can be submitted via CLI, pipelines, or the BFIA's [restful-api](https://github.com/FederatedAI/InterOp/blob/main/API_SPECS/2.%E6%8E%A7%E5%88%B6%E5%B1%82%E6%8E%A5%E5%8F%A3/%E9%9A%90%E7%A7%81%E8%AE%A1%E7%AE%97%E4%BA%92%E8%81%94%E4%BA%92%E9%80%9A%E6%8E%A7%E5%88%B6%E5%B1%82API.md#51-%E5%88%9B%E5%BB%BA%E4%BD%9C%E4%B8%9A) + +- Submitting jobs via CLI: + - Configuration: [psi-lr](../examples/bfia/unionpay/job/psi_lr.yaml), [psi-sbt](../examples/bfia/unionpay/job/psi_sbt.yaml) + - Command: `flow job submit -c examples/bfia/unionpay/job/psi_lr.yaml` +- Submitting jobs via pipelines: [psi-lr](../examples/bfia/unionpay/pipeline/test_unionpay_lr.py), [psi-sbt](../examples/bfia/unionpay/pipeline/test_unionpay_sbt.py) +- restful-api: [psi-lr](../python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_lr.json)、[psi-sbt](../python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_sbt.json) diff --git a/doc/bfia_access.zh.md b/doc/bfia_access.zh.md index dd93ad64a..fe1ffc28e 100644 --- a/doc/bfia_access.zh.md +++ b/doc/bfia_access.zh.md @@ -1,9 +1,288 @@ -# 整体设计 +# BFIA接入指南 +[BFIA协议](https://github.com/FederatedAI/InterOp)由北京金融科技产业联盟组织，中国银联牵头，联合主要金融机构、电信运营商、互联网公司、科技公司、检测机构、科研院所等60余家单位共同制定的互联互通API接口规范。FATE 2.0版本从Pipeline、调度、通信等几个层面适配此协议，本文将介绍如何以BFIA协议与FATE框架进行联邦学习。 -## 1. 逻辑架构 +## 1. Pipeline -- Pipeline构造应用层互联互通 -- DSL IR定义统一作业配置标准 -- FATE Flow调度抽象API -- 算法容器化调度 -- 多适配器模式 +![pipeline](./images/open_flow/pipeline.png) +pipeline构建FATE的互联互通统一客户端，产生基于FATE 2.0协议的DAG配置。pipeline并不直接调用BFIA协议API，而是调用FATE协议API，在FATE Flow内通过适配器模式转化为BFIA协议运行。 + + +### 1.1 FATE算法 +```python +from fate_client.pipeline import FateFlowPipeline +from fate_client.pipeline.components.fate import CoordinatedLR, PSI +from fate_client.pipeline.interface.channel import DataWarehouseChannel + + +guest = "JG0100001100000010" +host = "JG0100001100000010" +arbiter = "JG0100001100000010" +pipeline = FateFlowPipeline().set_parties(guest=guest, host=host, arbiter=arbiter) +pipeline.set_site_role("guest") +pipeline.set_site_party_id(guest) + +psi_0 = PSI("psi_0", + input_data=[DataWarehouseChannel(dataset_id="experiment#breast_hetero_guest", parties=dict(guest=guest)), + DataWarehouseChannel(dataset_id="experiment#breast_hetero_host", parties=dict(host=host))]) +lr_0 = CoordinatedLR("lr_0", + epochs=10, + batch_size=300, + optimizer={"method": "SGD", "optimizer_params": {"lr": 0.1}, "penalty": "l2", "alpha": 0.001}, + init_param={"fit_intercept": True, "method": "zeros"}, + train_data=psi_0.outputs["output_data"], + learning_rate_scheduler={"method": "linear", "scheduler_params": {"start_factor": 0.7, + "total_iters": 100}}) + +pipeline.add_tasks([psi_0, lr_0]) + +pipeline.protocol_kind = "bfia" +pipeline.conf.set( +"extra", +dict(initiator={'party_id': guest, 'role': 'guest'}) +) +pipeline.guest.conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.hosts[0].conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.compile() +pipeline.fit() + +``` + +### 1.2 银联算法 +```python +from fate_client.pipeline import FateFlowPipeline +from fate_client.pipeline.adapters.bfia.components.unionpay.intersection import Intersection +from fate_client.pipeline.adapters.bfia.components.unionpay.hetero_lr import HeteroLR +from fate_client.pipeline.interface import DataWarehouseChannel + + +pipeline = FateFlowPipeline().set_parties( + guest="JG0100001100000010", + host="JG0100001100000010", + arbiter="JG0100001100000010" +) +pipeline.set_site_role("guest") +pipeline.set_site_party_id("JG0100001100000010") + +intersection_0 = Intersection( + "intersect_rsa_1", + id="id", + intersect_method="rsa", + only_output_key=False, + rsa_params=dict( + final_hash_method="sha256", + hash_method="sha256", + key_length=2048 + ), + sync_intersect_ids=True, + connect_engine="mesh", + train_data=[ + DataWarehouseChannel(dataset_id="testspace#test_guest", parties=dict(guest="JG0100001100000010")), + DataWarehouseChannel(dataset_id="testspace#test_host", parties=dict(host="JG0100001100000010")) + ] +) + +hetero_lr_0 = HeteroLR( + "hetero_logistic_regression_1", + id="id", + label="y", + batch_size=-1, + penalty="L2", + early_stop="diff", + tol=0.0001, + max_iter=2, + alpha=0.01, + optimizer="nesterov_momentum_sgd", + init_param={"init_method":"zeros"}, + learning_rate=0.15, + connect_engine="mesh", + train_data=intersection_0.outputs["train_data"] +) + +pipeline.add_task(intersection_0) +pipeline.add_task(hetero_lr_0) +pipeline.conf.set( + "extra", + dict(initiator={'party_id': 'JG0100001100000010', 'role': 'guest'}) +) + +pipeline.protocol_kind = "bfia" +pipeline.guest.conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.hosts[0].conf.set("resources", dict(cpu=-1, disk=-1, memory=-1)) +pipeline.compile() +pipeline.fit() + +``` + +### 1.3 BFIA协议其他算法 +#### 1.3.1 pipeline适配开发 +目前pipeline适配了fate和银联算法的生成，其他的算法也可以接入pipeline。具体接入方法如下 +- 组件描述文件：需要将算法组件描述文件放在[pipeline-component-define](https://github.com/FederatedAI/FATE-Client/blob/v2.0.0/python/fate_client/pipeline/adapters/bfia/component_define) +- 组件定义：需要将算法组件描述文件放在[pipeline-component](https://github.com/FederatedAI/FATE-Client/blob/v2.0.0/python/fate_client/pipeline/adapters/bfia/components) + +## 2. 调度 +![scheduler](./images/open_flow/scheduler.png) + +### 2.1 修改配置 +- 修改[路由配置](../python/fate_flow/adapter/bfia/conf/route_table.yaml) +- 本方站点[local-site-settings](../python/fate_flow/adapter/bfia/settings.py) + - `LOCAL_SITE_ID`: 本方站点id + - `STORAGE_ADDRESS`: s3存储地址 + - `TRANSPORT`: 本方算法所使用的通信引擎地址 + - `CONTAINER_LOG_PATH`: 容器的日志磁盘挂载的本地路径 + - `CALLBACK_ADDRESS`: 调度服务的地址，供算法回调使用 + +### 2.2 注册算法 +```json +{ + "name": "unionpay", + "device": "docker", + "version": "2.0.0", + "metadata": { + "base_url": "", + "image": "unionpay:2.0.0" + }, + "protocol": "bfia", + "components_description": {} +} +``` +注册配置说明： +- `name`: 提供厂商名称 +- `device`: 算法运行的模式，当前支持"docker" +- `version`: 算法版本 +- `metadata`: 镜像信息 +- `protocol`: 算法使用协议 +- `components_description`: 算法组件描述信息, 参考[BFIA算法自描述](https://github.com/FederatedAI/InterOp/blob/main/API_SPECS/3.%E7%AE%97%E6%B3%95%E7%BB%84%E4%BB%B6%E5%B1%82%E6%8E%A5%E5%8F%A3/%E9%9A%90%E7%A7%81%E8%AE%A1%E7%AE%97%E4%BA%92%E8%81%94%E4%BA%92%E9%80%9A%E7%AE%97%E6%B3%95%E7%BB%84%E4%BB%B6%E5%B1%82API.md#2-%E7%AE%97%E6%B3%95%E7%BB%84%E4%BB%B6%E8%87%AA%E6%8F%8F%E8%BF%B0%E6%96%87%E4%BB%B6) + +#### 2.2.1 注册FATE算法 +```shell +flow provider register -c examples/bfia/fate/register/fate_components.json +``` +- 配置参考[fate_components.json](../examples/bfia/fate/register/fate_components.json) + + +#### 2.2.2 注册银联算法 +```shell +flow provider register -c examples/bfia/unionpay/register/unionpay_components.json +``` +- 配置参考[unionpay_components.json](../examples/bfia/unionpay/register/unionpay_components.json) + +#### 2.2.3 注册其他算法 +可以按照上面配置将其他厂商的算法镜像注册到FATE Flow服务中。运行时会自动加载成容器运行此算法。 + + +## 3. 使用 +- 按照上述2.1修改配置 +- 按照上述2.2注册对应的算法 + +### 3.1 使用FATE算法镜像 +#### 3.1.1 数据上传 +##### 3.1.1.1 upload + +- 安装FATE Flow和 Flow Cli +```shell +pip install fate_flow==2.0.0 +pip install fate_client==2.0.0 +``` +- upload数据到s3存储 +```python +import os +import tempfile + +from fate_flow.adapter.bfia.container.wraps.wraps import DataIo +from fate_flow.components.components.upload import Upload, UploadParam +from fate_flow.entity.spec.dag import Metadata + + +def upload_data(s3_address, namespace, name, file, meta, head=True, partitions=16, extend_sid=True, storage_engine="standalone"): + upload_object = Upload() + params = { + 'name': name, + 'namespace': namespace, + 'file': file, + 'storage_engine': storage_engine, + 'head': head, + 'partitions': partitions, + 'extend_sid': extend_sid, + 'meta': meta + } + params = UploadParam(**params) + + with tempfile.TemporaryDirectory() as data_home: + os.environ["STANDALONE_DATA_HOME"] = data_home + data_meta = upload_object.run(params).get("data_meta") + + metadata = Metadata(metadata=dict(options=dict(partitions=partitions), schema=data_meta)) + data_path = os.path.join(data_home, namespace, name) + engine = DataIo(s3_address) + engine.upload_to_s3(data_path, name=name, namespace=namespace, metadata=metadata.dict()) + + +if __name__ == "__main__": + s3_address = "s3://127.0.0.1:9000?username=admin&password=12345678" + file = 'examples/data/breast_hetero_guest.csv' + namespace = "upload" + name = "guest" + + + meta = { + "delimiter": ",", + "label_name": "y", + "match_id_name": "id" + } + upload_data(s3_address=s3_address, namespace=namespace, name=name, file=file, meta=meta) + +``` +修改上面的`s3_address`、`file`、`namespace`、 `name`、`meta`参数为实际值，参数含义如下： +```yaml +s3_address: s3存储地址 +file: 本地数据的路径 +namespace: fate的表空间名 +name: fate的表名 +meta: 数据元信息 +``` + +##### 3.1.1.2 dataframe-transformer +说明：上面的upload是将数据上传到s3存储中，fate的算法依赖dataframe格式数据集，fate提供`dataframe-transformer`组件将进行数据转化。**在BFIA协议中的数据输入参数为`dataset_id`, FATE适配这个参数的方式为`$namespace + '#' + $name`** +- 配置：[dataframe-transformer](../examples/bfia/fate/job/dataframe_transformer.yaml) +- 将配置中的`JG0100001100000010`替换成实际站点ID +- 修改`dataset_id`为`$namespace + '#' + $name`, 其中namespace和name为upload设置的参数 +```yaml +dag: + tasks: + transformer_0: + inputs: + data: + table: + data_warehouse: + dataset_id: upload#guest +``` +- 输出的数据表在dag.tasks.transformer_0.parameters参数中定义，可以修改为自定义的值 +```yaml +dag: + tasks: + transformer_0: + parameters: + name: breast_hetero_guest + namespace: experiment +``` +- 提交并`dataframe-transformer`组件: `flow job submit -c examples/bfia/fate/job/dataframe_transformer.yaml` + +#### 3.1.2 运行FATE算法组件 +可以通过cli、pipeline或者bfia的[restful-api](https://github.com/FederatedAI/InterOp/blob/main/API_SPECS/2.%E6%8E%A7%E5%88%B6%E5%B1%82%E6%8E%A5%E5%8F%A3/%E9%9A%90%E7%A7%81%E8%AE%A1%E7%AE%97%E4%BA%92%E8%81%94%E4%BA%92%E9%80%9A%E6%8E%A7%E5%88%B6%E5%B1%82API.md#51-%E5%88%9B%E5%BB%BA%E4%BD%9C%E4%B8%9A)提交作业 +- cli提交作业: + - 配置：[psi-lr](../examples/bfia/fate/job/psi_lr.yaml)、[psi-sbt](../examples/bfia/fate/job/psi_sbt.yaml) + - 命令: `flow job submit -c examples/bfia/fate/job/psi_lr.yaml` +- pipeline提交作业：[psi-lr](../examples/bfia/fate/pipeline/test_lr.py)、[psi-sbt](../examples/bfia/fate/pipeline/test_sbt.py) +- restful-api: [psi-lr](../python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_lr.json)、[psi-sbt](../python/fate_flow/adapter/bfia/examples/job/fate/fate_psi_sbt.json) + +### 3.2 使用其他厂商算法镜像 +#### 3.2.1 数据上传 +由各厂商提供各自的数据上传接口 + +#### 3.2.2 运行其他厂商算法组件(银联为例) +可以通过cli、pipeline或者bfia的[restful-api](https://github.com/FederatedAI/InterOp/blob/main/API_SPECS/2.%E6%8E%A7%E5%88%B6%E5%B1%82%E6%8E%A5%E5%8F%A3/%E9%9A%90%E7%A7%81%E8%AE%A1%E7%AE%97%E4%BA%92%E8%81%94%E4%BA%92%E9%80%9A%E6%8E%A7%E5%88%B6%E5%B1%82API.md#51-%E5%88%9B%E5%BB%BA%E4%BD%9C%E4%B8%9A)提交作业 +- cli提交作业: + - 配置：[psi-lr](../examples/bfia/unionpay/job/psi_lr.yaml)、[psi-sbt](../examples/bfia/unionpay/job/psi_sbt.yaml) + - 命令: `flow job submit -c examples/bfia/unionpay/job/psi_lr.yaml` +- pipeline提交作业：[psi-lr](../examples/bfia/unionpay/pipeline/test_unionpay_lr.py)、[psi-sbt](../examples/bfia/unionpay/pipeline/test_unionpay_sbt.py) +- restful-api: [psi-lr](../python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_lr.json)、[psi-sbt](../python/fate_flow/adapter/bfia/examples/job/unionpay/bfia_psi_sbt.json) diff --git a/doc/data_access.md b/doc/data_access.md index 3e12f67df..d85c9d9ce 100644 --- a/doc/data_access.md +++ b/doc/data_access.md @@ -118,5 +118,3 @@ You can use delete cli to clean data tables that already exist in FATE. ```shell flow table delete --namespace experiment --name breast_hetero_guest ``` - -This covers the translation of the document into English. \ No newline at end of file diff --git a/doc/images/open_flow/pipeline.png b/doc/images/open_flow/pipeline.png new file mode 100644 index 0000000000000000000000000000000000000000..5da551232b9de5457b4762edd2e66e64d0a11346 GIT binary patch literal 121998 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zx>LZtmVy)3N#x&~}~p&B3o-c;&l!?IdLN(x=kzyX4giS0HPrQ{SGc)mRIE xzFqJ@uk9*VFT`lsuAO_VUa-vkf0PWm#aV Date: Fri, 29 Dec 2023 17:39:07 +0800 Subject: [PATCH 446/482] update quick start Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 408 +++++++++++++++++++++++++++--------------- doc/quick_start.zh.md | 20 +-- 2 files changed, 276 insertions(+), 152 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index bfd79833c..5a1505480 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -1,31 +1,31 @@ # Quick Start ## 1. Environment Setup -You can choose one of the following three deployment modes based on your requirements: +You can choose from the following three deployment modes based on your requirements: ### 1.1 Pypi Package Installation -Note: This mode operates in a single-machine mode. +Explanation: This mode operates in a single-machine environment. #### 1.1.1 Installation - Prepare and install [conda](https://docs.conda.io/projects/miniconda/en/latest/) environment. - Create a virtual environment: ```shell -# FATE requires Python >= 3.8 +# FATE requires python>=3.8 conda create -n fate_env python=3.8 conda activate fate_env ``` - Install FATE Flow and related dependencies: ```shell -pip install fate_client[fate,fate_flow]==2.0.0.b0 +pip install fate_client[fate,fate_flow]==2.0.0 ``` #### 1.1.2 Service Initialization ```shell fate_flow init --ip 127.0.0.1 --port 9380 --home $HOME_DIR ``` -- `ip`: The IP address where the service runs. -- `port`: The HTTP port the service runs on. -- `home`: The data storage directory, including data, models, logs, job configurations, and SQLite databases. +- ip: Service running IP +- port: HTTP port for the service +- home: Data storage directory, including data/models/logs/job configurations/sqlite.db, etc. #### 1.1.3 Service Start/Stop ```shell @@ -33,113 +33,39 @@ fate_flow status/start/stop/restart ``` ### 1.2 Standalone Deployment -Refer to [Standalone Deployment](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/deploy/standalone-deploy/README.zh.md). +Refer to [Standalone Deployment](https://github.com/FederatedAI/FATE/tree/v2.0.0/deploy/standalone-deploy/README.zh.md) ### 1.3 Cluster Deployment -Refer to [Allinone Deployment](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md). +Refer to [Allinone Deployment](https://github.com/FederatedAI/FATE/tree/v2.0.0/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md) ## 2. User Guide -FATE provides client tools including SDK, CLI, and Pipeline. If you don't have FATE Client deployed in your environment, you can download it using `pip install fate_client`. The following operations are based on CLI. +FATE provides a client package including SDK, CLI, and Pipeline. If FATE Client isn't deployed in your environment, you can download it using `pip install fate_client`. The following operations are CLI-based. ### 2.1 Data Upload -In version 2.0-beta, data uploading is a two-step process: - -- **upload**: Uploads data to FATE-supported storage services. -- **transformer**: Transforms data into a DataFrame. - -#### 2.1.1 upload -##### 2.1.1.1 Configuration and Data -- Upload configuration can be found at [examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/upload), and the data is located at [upload-data](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/data). -- You can also use your own data and modify the "meta" information in the upload configuration. - -##### 2.1.1.2 Upload Guest Data +For detailed data operation guides, refer to [Data Access Guide](data_access.zh.md) +### 2.1.1 Configuration and Data + - Upload Configuration: [examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0/examples/upload) + - Upload Data: [upload-data](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0/examples/data) +### 2.1.2 Upload Guest Data ```shell flow data upload -c examples/upload/upload_guest.json ``` -- Record the returned "name" and "namespace" for use in the transformer phase. - -##### 2.1.1.3 Upload Host Data +### 2.1.3 Upload Host Data ```shell flow data upload -c examples/upload/upload_host.json ``` -- Record the returned "name" and "namespace" for use in the transformer phase. - -##### 2.1.1.4 Upload Result -```json -{ - "code": 0, - "data": { - "name": "36491bc8-3fef-11ee-be05-16b977118319", - "namespace": "upload" - }, - "job_id": "202308211451535620150", - "message": "success" -} -``` -Where "namespace" and "name" identify the data in FATE for future reference in the transformer phase. - -##### 2.1.1.5 Data Query -Since upload is an asynchronous operation, you need to confirm if it was successful before proceeding to the next step. -```shell -flow table query --namespace upload --name 36491bc8-3fef-11ee-be05-16b977118319 -``` -If the returned code is 0, the upload was successful. - -#### 2.1.2 Transformer -##### 2.1.2.1 Configuration -- Transformer configuration can be found at [examples-transformer](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/transformer). - -##### 2.1.2.2 Transform Guest Data -- Configuration path: examples/transformer/transformer_guest.json -- Modify the "namespace" and "name" in the "data_warehouse" section to match the output from the guest data upload. -```shell -flow data transformer -c examples/transformer/transformer_guest.json -``` - -##### 2.1.2.3 Transform Host Data -- Configuration path: examples/transformer/transformer_host.json -- Modify the "namespace" and "name" in the "data_warehouse" section to match the output from the host data upload. -```shell -flow data transformer -c examples/transformer/transformer_host.json -``` - -##### 2.1.2.4 Transformer Result -```json -{ - "code": 0, - "data": { - "name": "breast_hetero_guest", - "namespace": "experiment" - }, - "job_id": "202308211557455662860", - "message": "success" -} -``` -Where "namespace" and "name" identify the data in FATE for future modeling jobs. - -##### 2.1.2.5 Check if Data Upload Was Successful -Since the transformer is also an asynchronous operation, you need to confirm if it was successful before proceeding. -```shell -flow table query --namespace experiment --name breast_hetero_guest -``` -```shell -flow table query --namespace experiment --name breast_hetero_host -``` -If the returned code is 0, the upload was successful. -### 2.2 Starting FATE Jobs +### 2.2 Starting a FATE Job #### 2.2.1 Submitting a Job -Once your data is prepared, you can start submitting jobs to FATE Flow: - -- The configuration for training jobs can be found in [lr-train](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/lr/train_lr.yaml). -- The configuration for prediction jobs can be found in [lr-predict](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/examples/lr/predict_lr.yaml). To use it, modify the "dag.conf.model_warehouse" to point to the output model of your training job. -- In the training and prediction job configurations, the site IDs are set to "9998" and "9999." If your deployment environment is the cluster version, you need to replace them with the actual site IDs. For the standalone version, you can use the default configuration. -- If you want to use your own data, you can change the "namespace" and "name" of "data_warehouse" for both the guest and host in the configuration. -- To submit a job, use the following command: +Once your data is prepared, you can submit a job to FATE Flow: +- Job configuration examples are in [lr-train](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0/examples/lr/train_lr.yaml). +- Site IDs in the job configuration are "9998" and "9999". Replace them with real site IDs for cluster deployments; default configuration can be used for standalone deployments. +- If you want to use your data, modify the parameters in the reader within the configuration. +- Command to submit a job: ```shell flow job submit -c examples/lr/train_lr.yaml ``` -- A successful submission will return the following result: +- Successful submission returns: ```json { "code": 0, @@ -150,17 +76,18 @@ flow job submit -c examples/lr/train_lr.yaml "job_id": "202308211911505128750", "message": "success" } + ``` -The "data" section here contains the output model of the job. +The "data" here contains the output of the job, i.e., the model. #### 2.2.2 Querying a Job -While a job is running, you can check its status using the query command: +During job execution, you can query the job status using the query command: ```shell flow job query -j $job_id ``` #### 2.2.3 Stopping a Job -During job execution, you can stop the current job using the stop command: +While the job is running, you can stop it using the stop job command: ```shell flow job stop -j $job_id ``` @@ -171,16 +98,14 @@ If a job fails during execution, you can rerun it using the rerun command: flow job rerun -j $job_id ``` -### 2.3 Obtaining Job Outputs -Job outputs include data, models, and metrics. - +### 2.3 Fetching Job Output +Job output includes data, models, and metrics. #### 2.3.1 Output Metrics -To query output metrics, use the following command: +Querying output metrics command: ```shell flow output query-metric -j $job_id -r $role -p $party_id -tn $task_name ``` -For example, if you used the training DAG from above, you can use `flow output query-metric -j 202308211911505128750 -r arbiter -p 9998 -tn lr_0` to query metrics. -The query result will look like this: +For example, with the previously submitted training DAG task, you can use `flow output query-metric -j 202308211911505128750 -r arbiter -p 9998 -tn lr_0` to query. The result looks like this: ```json { "code": 0, @@ -236,62 +161,263 @@ The query result will look like this: ], "message": "success" } + ``` + #### 2.3.2 Output Models ##### 2.3.2.1 Querying Models -To query output models, use the following command: ```shell flow output query-model -j $job_id -r $role -p $party_id -tn $task_name ``` -For example, if you used the training DAG from above, you can use `flow output query-model -j 202308211911505128750 -r host -p 9998 -tn lr_0` to query models. -The query result will be similar to this: - +For instance, with the previously submitted training DAG task, you can use `flow output query-model -j 202308211911505128750 -r host -p 9998 -tn lr_0` to query. +The query result looks like this: ```json { "code": 0, - "data": [ - { - "model": { - "file": "202308211911505128750_host_9998_lr_0", - "namespace": "202308211911505128750_host_9998_lr_0" + "data": { + "output_model": { + "data": { + "estimator": { + "end_epoch": 10, + "is_converged": false, + "lr_scheduler": { + "lr_params": { + "start_factor": 0.7, + "total_iters": 100 + }, + "lr_scheduler": { + "_get_lr_called_within_step": false, + "_last_lr": [ + 0.07269999999999996 + ], + "_step_count": 10, + "base_lrs": [ + 0.1 + ], + "end_factor": 1.0, + "last_epoch": 9, + "start_factor": 0.7, + "total_iters": 100, + "verbose": false + }, + "method": "linear" + }, + "optimizer": { + "alpha": 0.001, + "l1_penalty": false, + "l2_penalty": true, + "method": "sgd", + "model_parameter": [ + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ] + ], + "model_parameter_dtype": "float32", + "optim_param": { + "lr": 0.1 + }, + "optimizer": { + "param_groups": [ + { + "dampening": 0, + "differentiable": false, + "foreach": null, + "initial_lr": 0.1, + "lr": 0.07269999999999996, + "maximize": false, + "momentum": 0, + "nesterov": false, + "params": [ + 0 + ], + "weight_decay": 0 + } + ], + "state": {} + } + }, + "param": { + "coef_": [ + [ + -0.10828543454408646 + ], + [ + -0.07341302931308746 + ], + [ + -0.10850320011377335 + ], + [ + -0.10066638141870499 + ], + [ + -0.04595951363444328 + ], + [ + -0.07001449167728424 + ], + [ + -0.08949052542448044 + ], + [ + -0.10958756506443024 + ], + [ + -0.04012322425842285 + ], + [ + 0.02270071767270565 + ], + [ + -0.07198350876569748 + ], + [ + 0.00548586156219244 + ], + [ + -0.06599288433790207 + ], + [ + -0.06410090625286102 + ], + [ + 0.016374297440052032 + ], + [ + -0.01607361063361168 + ], + [ + -0.011447405442595482 + ], + [ + -0.04352564364671707 + ], + [ + 0.013161249458789825 + ], + [ + 0.013506329618394375 + ] + ], + "dtype": "float32", + "intercept_": null + } + } }, - "name": "HeteroLRHost_9998_0", - "namespace": "202308211911505128750_host_9998_lr_0", - "role": "host", - "party_id": "9998", - "work_mode": 1 + "meta": { + "batch_size": null, + "epochs": 10, + "init_param": { + "fill_val": 0.0, + "fit_intercept": false, + "method": "zeros", + "random_state": null + }, + "label_count": false, + "learning_rate_param": { + "method": "linear", + "scheduler_params": { + "start_factor": 0.7, + "total_iters": 100 + } + }, + "optimizer_param": { + "alpha": 0.001, + "method": "sgd", + "optimizer_params": { + "lr": 0.1 + }, + "penalty": "l2" + }, + "ovr": false + } } - ], + }, "message": "success" } + ``` ##### 2.3.2.2 Downloading Models -To download models, use the following command: ```shell flow output download-model -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir ``` -For example, if you used the training DAG from above, you can use `flow output download-model -j 202308211911505128750 -r host -p 9998 -tn lr_0 -o ./` to download the model. -The download result will be similar to this: - +For example, with the previously submitted training DAG task, you can use `flow output download-model -j 202308211911505128750 -r host -p 9998 -tn lr_0 -o ./` to download. +The download result is shown below: ```json { "code": 0, "directory": "./output_model_202308211911505128750_host_9998_lr_0", "message": "download success, please check the path: ./output_model_202308211911505128750_host_9998_lr_0" } + + ``` -#### 2.3.3 Output Data -##### 2.3.3.1 Querying Data Tables -To query output data tables, use the following command: +### 2.3.3 Output Data +#### 2.3.3.1 Query Data Table ```shell flow output query-data-table -j $job_id -r $role -p $party_id -tn $task_name ``` -For example, if you used the training DAG from above, you can use `flow output query-data-table -j 202308211911505128750 -r host -p 9998 -tn binning_0` to query data tables. -The query result will be similar to this: - +For instance, with the previously submitted training DAG task, you can use `flow output query-data-table -j 202308211911505128750 -r host -p 9998 -tn binning_0` to query. The result looks like this: ```json { "train_output_data": [ @@ -303,19 +429,17 @@ The query result will be similar to this: } ``` -##### 2.3.3.2 Preview Data +#### 2.3.3.2 Preview Data ```shell flow output display-data -j $job_id -r $role -p $party_id -tn $task_name ``` -To preview output data using the above training DAG submission, you can use the following command: `flow output display-data -j 202308211911505128750 -r host -p 9998 -tn binning_0`. +For example, with the previously submitted training DAG task, you can use `flow output display-data -j 202308211911505128750 -r host -p 9998 -tn binning_0` to preview output data. -##### 2.3.3.3 Download Data +#### 2.3.3.3 Download Data ```shell flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir ``` -To download output data using the above training DAG submission, you can use the following command: `flow output download-data -j 202308211911505128750 -r guest -p 9999 -tn lr_0 -o ./`. - -The download result will be as follows: +For example, with the previously submitted training DAG task, you can use `flow output download-data -j 202308211911505128750 -r guest -p 9999 -tn lr_0 -o ./` to download output data. The download result is as follows: ```json { "code": 0, @@ -325,8 +449,8 @@ The download result will be as follows: ``` ## 3. More Documentation -- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0-beta/doc/swagger/swagger.yaml) -- [CLI](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0-beta/python/fate_client/flow_cli/build/doc) -- [Pipeline](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/tutorial) -- [FATE Quick Start](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/quick_start.md) -- [FATE Algorithms](https://github.com/FederatedAI/FATE/tree/v2.0.0-beta/doc/2.0/fate) \ No newline at end of file +- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0/doc/swagger/swagger.yaml) +- [CLI](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0/python/fate_client/flow_cli/build/doc) +- [Pipeline](https://github.com/FederatedAI/FATE/tree/v2.0.0/doc/tutorial) +- [FATE Quick Start](https://github.com/FederatedAI/FATE/tree/v2.0.0/doc/2.0/fate/quick_start.md) +- [FATE Algorithms](https://github.com/FederatedAI/FATE/tree/v2.0.0/doc/2.0/fate) \ No newline at end of file diff --git a/doc/quick_start.zh.md b/doc/quick_start.zh.md index 26bf5a8d9..f97d9fee9 100644 --- a/doc/quick_start.zh.md +++ b/doc/quick_start.zh.md @@ -31,10 +31,10 @@ fate_flow status/start/stop/restart ``` ### 1.2 单机版部署 -参考[单机版部署](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-rc/deploy/standalone-deploy/README.zh.md) +参考[单机版部署](https://github.com/FederatedAI/FATE/tree/v2.0.0/deploy/standalone-deploy/README.zh.md) ### 1.3 集群部署 -参考[allinone部署](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-rc/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md) +参考[allinone部署](https://github.com/FederatedAI/FATE/tree/v2.0.0/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md) ## 2. 使用指南 fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 @@ -42,8 +42,8 @@ fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部 ### 2.1 数据上传 更详细的数据操作指南可参考：[数据接入指南](data_access.zh.md) ### 2.1.1 配置及数据 - - 上传配置: [examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0.0-rc/examples/upload) - - 上传数据: [upload-data](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0.0-rc/examples/data) + - 上传配置: [examples-upload](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0/examples/upload) + - 上传数据: [upload-data](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0/examples/data) ### 2.1.2 上传guest方数据 ```shell flow data upload -c examples/upload/upload_guest.json @@ -56,7 +56,7 @@ flow data upload -c examples/upload/upload_host.json ### 2.2 开始FATE作业 #### 2.2.1 提交作业 当你的数据准备好后，可以开始提交作业给FATE Flow： -- job配置example位于[lr-train](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0.0-rc/examples/lr/train_lr.yaml); +- job配置example位于[lr-train](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0/examples/lr/train_lr.yaml); - job配置中站点id为"9998"和"9999"。如果你的部署环境为集群版，需要替换成真实的站点id；单机版可使用默认配置。 - 如果想要使用自己的数据，可以更改配置中reader的参数。 - 提交作业的命令为: @@ -452,8 +452,8 @@ flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $do ``` ## 3.更多文档 -- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/dev-2.0.0-rc/doc/swagger/swagger.yaml) -- [CLI](https://github.com/FederatedAI/FATE-Client/tree/dev-2.0.0-rc/python/fate_client/flow_cli/build/doc) -- [Pipeline](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-rc/doc/tutorial) -- [FATE快速开始](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-rc/doc/2.0/quick_start.md) -- [FATE算法](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-rc/doc/2.0/fate) +- [Restful-api](https://github.com/FederatedAI/FATE-Flow/tree/v2.0.0/doc/swagger/swagger.yaml) +- [CLI](https://github.com/FederatedAI/FATE-Client/tree/v2.0.0/python/fate_client/flow_cli/build/doc) +- [Pipeline](https://github.com/FederatedAI/FATE/tree/v2.0.0/doc/tutorial) +- [FATE快速开始](https://github.com/FederatedAI/FATE/tree/v2.0.0/doc/2.0/fate/quick_start.md) +- [FATE算法](https://github.com/FederatedAI/FATE/tree/v2.0.0/doc/2.0/fate) From aa3dbb0e20733be58f7130862c3370cdeb652175 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 29 Dec 2023 18:09:45 +0800 Subject: [PATCH 447/482] fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/__init__.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index d059f1044..7b5528c55 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -60,7 +60,8 @@ def get_app_module(page_path): def register_page(page_path, func=None, prefix=API_VERSION): page_name = page_path.stem.rstrip('app').rstrip("_") - module_name = '.'.join(page_path.parts[page_path.parts.index('fate_flow')+2:-1] + (page_name, )) + fate_flow_index = len(page_path.parts) - 1 - page_path.parts[::-1].index("fate_flow") + module_name = '.'.join(page_path.parts[fate_flow_index:-1] + (page_name, )) spec = spec_from_file_location(module_name, page_path) page = module_from_spec(spec) page.app = app From 2be25dbcdd8fb97586408a0ce5787fb80de96a99 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 29 Dec 2023 18:32:26 +0800 Subject: [PATCH 448/482] update setup Signed-off-by: zhihuiwan <15779896112@163.com> --- python/setup.py | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/python/setup.py b/python/setup.py index 51cb621a2..e1fec4e9a 100644 --- a/python/setup.py +++ b/python/setup.py @@ -7,14 +7,14 @@ packages = find_packages(".") install_requires = [ "apsw", - "Flask", - "grpcio", - "grpcio-tools", + "Flask==2.2.5", + "grpcio==1.59.3", + "grpcio-tools==1.59.3", "requests", "urllib3", "cachetools", "filelock", - "pydantic", + "pydantic==1.10.12", "webargs", "peewee", "python-dotenv", @@ -28,7 +28,7 @@ "shortuuid", "cos-python-sdk-v5", "typing-extensions", - "ruamel-yaml==0.16", + "ruamel.yaml==0.16", "boto3" ] extras_require = { @@ -43,12 +43,12 @@ "grpcio-tools", "protobuf", ], - "all": ["fate_flow[rabbitmq,pulsar,spark,eggroll]"], + "testabc": ["fate_flow[rabbitmq,pulsar,spark,eggroll]"], } CONF_NAME = "conf" -PACKAGE_NAME = "fate_flow" +PACKAGE_NAME = "testabc" ENV_NAME = "fateflow.env" HOME = os.path.abspath("../") CONF_PATH = os.path.join(HOME, CONF_NAME) @@ -84,8 +84,8 @@ def run(self): setup( - name="fate_flow", - version=fate_flow.__version__, + name="testabc", + version="1.19.0", keywords=["federated learning scheduler"], author="FederatedAI", author_email="contact@FedAI.org", From 0d442088d0020337573bfdb3a00cf5905fe28350 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 29 Dec 2023 18:32:45 +0800 Subject: [PATCH 449/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/images/fate_arch.png | Bin 452001 -> 347002 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/doc/images/fate_arch.png b/doc/images/fate_arch.png index 2ce3bd519b1ed3355625b700f235c0547f27efe2..6c64976e8ff8cbca356d7e7304e8f2d68894ea09 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    {{page.title}}

    +

    FATE Flow Base on: +

      +
    • Shared-State Scheduling Architecture
      • +
    • Secure Multi-Party Communication
      • +
    +

    +

    Providing production-level service capabilities: +

      +
    • Data Access
      • +
    • Component Registry
      • +
    • Federated Job&Task Scheduling
      • +
    • Multi-Party Resource Coordination
      • +
    • Data Flow Tracking
      • +
    • Real-Time Monitoring
      • +
    • Federated Model Registry
      • +
    • Multi-Party Cooperation Authority Management
      • +
    • CLI, REST API, Python API
      • +
    +

    +     Learn More + GitHub + +
    +
    +
    +

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zWWfJ8g9FG7-ilq>RD_Dmg*v_~TR)PaK)>;d5xobC;}eGSCp~wbiS#rULWe(!Hts=$ zkoAg1Y3*j8*QI~`GW26FEyx?s?7qCc_bve^^}wN%Zd;duA%RnTI`?Qm74`A6_j%c? z1JYDv3ikfG4GQ>gK)v-1eqH#_YsrLfp0-`^j=7vC9l0e#qSV%9&=Nr)cJtz+Is-qJ zbcIOT;kt9&Px^PzZGA&84)phI$hW@1uM7WqE$2ZCICm$ywursj-$(TRS+=dqpdf_k z;MlX%*qm3?T}dhwHrNdMHjBGk-`QV=4*k7SV*EFt{B_}5zd3}Lh-)LGR&`{6*04@C zRw12c>oR;jAueaRuz$Yy3b~mEH;MSX*0vj>az7va6AJYA-h1J{0qM^RNB0*lQ)xFL z{ifE)QyWW)!`LUy99@1t13lCYO3fFJf0*g?L~%};B*L-mXdS`rI*Z)SSw73)zk&D9 z3;(&yQb3>d$o#5VDoV1)w#}Gs`sZb^BU5L;NM-!P)Y?XU# z4E`I){ Date: Fri, 10 Feb 2023 12:48:53 +0800 Subject: [PATCH 060/482] update ReturnCode Signed-off-by: Jat --- python/fate_flow/apps/client/data_app.py | 6 +- python/fate_flow/apps/client/job_app.py | 10 +-- python/fate_flow/apps/client/output_app.py | 16 ++--- python/fate_flow/apps/client/site_app.py | 6 +- python/fate_flow/apps/partner/partner_app.py | 52 +++++++------- python/fate_flow/apps/worker/worker_app.py | 10 +-- python/fate_flow/controller/job_controller.py | 2 +- python/fate_flow/entity/__init__.py | 1 - python/fate_flow/entity/types.py | 67 ++++++------------- .../scheduler/federated_scheduler.py | 5 +- python/fate_flow/scheduler/job_scheduler.py | 14 ++-- python/fate_flow/scheduler/task_scheduler.py | 4 +- python/fate_flow/utils/api_utils.py | 11 ++- 13 files changed, 89 insertions(+), 115 deletions(-) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 12be05b35..516ad261a 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -15,7 +15,7 @@ # from webargs import fields -from fate_flow.entity.types import Code +from fate_flow.entity.types import ReturnCode from fate_flow.utils.api_utils import get_json_result, validate_request_json, validate_request_params from fate_flow.utils.data_upload import Upload, UploadParam @@ -30,10 +30,10 @@ def upload_data(file, head, partitions, namespace, name, meta, destroy=False, storage_engine=""): data = Upload().run(parameters=UploadParam(file=file, head=head, partitions=partitions, namespace=namespace, name=name, storage_engine=storage_engine, meta=meta, destroy=destroy)) - return get_json_result(code=Code.SUCCESS, message="success", data=data) + return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data=data) @manager.route('/download', methods=['GET']) @validate_request_params(name=fields.String(required=True), namespace=fields.String(required=True)) def download(name, namespace): - return get_json_result(code=Code.SUCCESS, message="success") \ No newline at end of file + return get_json_result(code=ReturnCode.Base.SUCCESS, message="success") diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index ea98fe1c5..505fcf529 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -33,8 +33,8 @@ def submit_job(dag_schema): def query_job(job_id=None, role=None, party_id=None, status=None): jobs = JobController.query_job(job_id=job_id, role=role, party_id=party_id, status=status) if not jobs: - return get_json_result(code=ReturnCode.JOB.NO_FOUND, message="no found job") - return get_json_result(code=ReturnCode.JOB.SUCCESS, message="success", + return get_json_result(code=ReturnCode.Job.NOT_FOUND, message="job no found") + return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data=[job.to_human_model_dict() for job in jobs]) @@ -47,8 +47,8 @@ def query_task(job_id=None, role=None, party_id=None, status=None, task_name=Non tasks = JobController.query_tasks(job_id=job_id, role=role, party_id=party_id, status=status, task_name=task_name, task_id=task_id, task_version=task_version) if not tasks: - return get_json_result(code=ReturnCode.TASK.NO_FOUND, message="no found task") - return get_json_result(code=ReturnCode.TASK.SUCCESS, message="success", + return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task no found") + return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data=[task.to_human_model_dict() for task in tasks]) @@ -64,6 +64,6 @@ def request_stop_job(job_id=None): def request_rerun_job(job_id=None): jobs = JobController.query_job(job_id=job_id) if not jobs: - return get_json_result(code=ReturnCode.JOB.NO_FOUND, message="no found job") + return get_json_result(code=ReturnCode.Job.NOT_FOUND, message="job not found") rerun_result = JobController.request_rerun_job(job=jobs[0]) return get_json_result(**rerun_result) diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 220ceb02d..54eb815a6 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -15,11 +15,11 @@ # from webargs import fields -from fate_flow.entity.types import ReturnCode, Code +from fate_flow.entity.types import ReturnCode from fate_flow.manager.model_manager import PipelinedModel from fate_flow.manager.output_manager import OutputMetric from fate_flow.operation.job_saver import JobSaver -from fate_flow.utils.api_utils import get_json_result, validate_request_json, validate_request_params +from fate_flow.utils.api_utils import get_json_result, validate_request_params @manager.route('/metric/key/query', methods=['GET']) @@ -28,10 +28,10 @@ def query_metric_key(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: - return get_json_result(code=ReturnCode.TASK.NO_FOUND, message="no found task") + return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task not found") metric_keys = OutputMetric(job_id=job_id, role=role, party_id=party_id, task_name=task_name, task_id=tasks[0].f_task_id, task_version=tasks[0].f_task_version).query_metric_keys() - return get_json_result(code=Code.SUCCESS, message='success', data=metric_keys) + return get_json_result(code=ReturnCode.Base.SUCCESS, message='success', data=metric_keys) @manager.route('/metric/query', methods=['GET']) @@ -41,10 +41,10 @@ def query_metric_key(job_id, role, party_id, task_name): def query_metric(job_id, role, party_id, task_name, filters=None): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: - return get_json_result(code=ReturnCode.TASK.NO_FOUND, message="no found task") + return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task not found") metrics = OutputMetric(job_id=job_id, role=role, party_id=party_id, task_name=task_name, task_id=tasks[0].f_task_id, task_version=tasks[0].f_task_version).read_metrics(filters) - return get_json_result(code=Code.SUCCESS, message='success', data=metrics) + return get_json_result(code=ReturnCode.Base.SUCCESS, message='success', data=metrics) @manager.route('/model/query', methods=['GET']) @@ -53,7 +53,7 @@ def query_metric(job_id, role, party_id, task_name, filters=None): def query_model(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: - return get_json_result(code=ReturnCode.TASK.NO_FOUND, message="no found task") + return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task not found") model_data, message = PipelinedModel(role=role, party_id=party_id, job_id=job_id).read_model_data(task_name) - return get_json_result(code=Code.SUCCESS, message=message, data=model_data) + return get_json_result(code=ReturnCode.Base.SUCCESS, message=message, data=model_data) diff --git a/python/fate_flow/apps/client/site_app.py b/python/fate_flow/apps/client/site_app.py index 1452b0b41..814a9a3cd 100644 --- a/python/fate_flow/apps/client/site_app.py +++ b/python/fate_flow/apps/client/site_app.py @@ -15,7 +15,7 @@ # from webargs import fields -from fate_flow.entity.types import Code, SiteCode, ReturnCode +from fate_flow.entity.types import ReturnCode from fate_flow.settings import PARTY_ID, IS_STANDALONE from fate_flow.utils.api_utils import get_json_result @@ -23,6 +23,6 @@ @manager.route('/info/query', methods=['GET']) def query_site_info(): if not IS_STANDALONE: - return get_json_result(code=ReturnCode.SITE.SUCCESS, message="success", data={"party_id": PARTY_ID}) + return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data={"party_id": PARTY_ID}) else: - return get_json_result(code=ReturnCode.SITE.IS_STANDALONE, message="site is standalone") + return get_json_result(code=ReturnCode.Site.IS_STANDALONE, message="site is standalone") diff --git a/python/fate_flow/apps/partner/partner_app.py b/python/fate_flow/apps/partner/partner_app.py index 53a0d36e5..261521ad1 100644 --- a/python/fate_flow/apps/partner/partner_app.py +++ b/python/fate_flow/apps/partner/partner_app.py @@ -31,16 +31,16 @@ def partner_create_job(dag_schema, job_id, role, party_id): try: JobController.create_job(dag_schema, job_id, role, party_id) - return get_json_result(code=ReturnCode.JOB.SUCCESS, message="create job success") + return get_json_result(code=ReturnCode.Base.SUCCESS, message="create job success") except RuntimeError as e: - return get_json_result(code=ReturnCode.JOB.CREATE_JOB_FAILED, message=str(e), data={"job_id": job_id}) + return get_json_result(code=ReturnCode.Job.CREATE_JOB_FAILED, message=str(e), data={"job_id": job_id}) @manager.route('/job/start', methods=['POST']) @job_request_json(extra_info=fields.Dict(required=False)) def start_job(job_id, role, party_id, extra_info=None): JobController.start_job(job_id=job_id, role=role, party_id=party_id, extra_info=extra_info) - return get_json_result(code=ReturnCode.JOB.SUCCESS, message="start job success") + return get_json_result(code=ReturnCode.Base.SUCCESS, message="start job success") @manager.route('/job/status/update', methods=['POST']) @@ -53,9 +53,9 @@ def partner_job_status_update(job_id, role, party_id, status): "status": status } if JobController.update_job_status(job_info=job_info): - return get_json_result(code=ReturnCode.JOB.SUCCESS, message='success') + return get_json_result(code=ReturnCode.Base.SUCCESS, message='success') else: - return get_json_result(code=ReturnCode.JOB.UPDATE_STATUS_FAILED, + return get_json_result(code=ReturnCode.Job.UPDATE_STATUS_FAILED, message="update job status does not take effect") @@ -70,15 +70,15 @@ def partner_job_update(job_id, role, party_id, progress): if progress: job_info.update({"progress": progress}) if JobController.update_job(job_info=job_info): - return get_json_result(code=ReturnCode.JOB.SUCCESS, message='success') + return get_json_result(code=ReturnCode.Base.SUCCESS, message='success') else: - return get_json_result(code=ReturnCode.JOB.UPDATE_FAILED, message="update job does not take effect") + return get_json_result(code=ReturnCode.Job.UPDATE_FAILED, message="update job does not take effect") @manager.route('/job/pipeline/save', methods=['POST']) @job_request_json() def save_pipeline(job_id, role, party_id): - return get_json_result(code=ReturnCode.JOB.SUCCESS, message='success') + return get_json_result(code=ReturnCode.Base.SUCCESS, message='success') @manager.route('/job/resource/apply', methods=['POST']) @@ -86,9 +86,9 @@ def save_pipeline(job_id, role, party_id): def apply_resource(job_id, role, party_id): status = ResourceManager.apply_for_job_resource(job_id, role, party_id) if status: - return get_json_result(code=ReturnCode.JOB.SUCCESS, message='success') + return get_json_result(code=ReturnCode.Base.SUCCESS, message='success') else: - return get_json_result(code=ReturnCode.JOB.APPLY_RESOURCE_FAILED, + return get_json_result(code=ReturnCode.Job.APPLY_RESOURCE_FAILED, message=f'apply for job {job_id} resource failed') @@ -97,9 +97,9 @@ def apply_resource(job_id, role, party_id): def return_resource(job_id, role, party_id): status = ResourceManager.return_job_resource(job_id=job_id, role=role, party_id=party_id) if status: - return get_json_result(ReturnCode.JOB.SUCCESS, message='success') + return get_json_result(ReturnCode.Base.SUCCESS, message='success') else: - return get_json_result(code=ReturnCode.JOB.APPLY_RESOURCE_FAILED, + return get_json_result(code=ReturnCode.Job.APPLY_RESOURCE_FAILED, message=f'return for job {job_id} resource failed') @@ -107,7 +107,7 @@ def return_resource(job_id, role, party_id): @job_request_json() def stop_job(job_id, role, party_id): kill_status, kill_details = JobController.stop_jobs(job_id=job_id, role=role, party_id=party_id) - return get_json_result(code=ReturnCode.JOB.SUCCESS if kill_status else ReturnCode.JOB.KILL_FAILED, + return get_json_result(code=ReturnCode.Base.SUCCESS if kill_status else ReturnCode.Job.KILL_FAILED, message='success' if kill_status else 'failed', data=kill_details) @@ -118,9 +118,9 @@ def apply_task_resource(job_id, role, party_id, task_id, task_version): status = ResourceManager.apply_for_task_resource(job_id=job_id, role=role, party_id=party_id, task_id=task_id, task_version=task_version) if status: - return get_json_result(code=ReturnCode.TASK.SUCCESS, message='success') + return get_json_result(code=ReturnCode.Base.SUCCESS, message='success') else: - return get_json_result(code=ReturnCode.TASK.APPLY_RESOURCE_FAILED, + return get_json_result(code=ReturnCode.Task.APPLY_RESOURCE_FAILED, message=f'apply for task {job_id} resource failed') @@ -130,9 +130,9 @@ def return_task_resource(job_id, role, party_id, task_id, task_version): status = ResourceManager.return_task_resource(job_id=job_id, role=role, party_id=party_id, task_id=task_id, task_version=task_version) if status: - return get_json_result(ReturnCode.TASK.SUCCESS, message='success') + return get_json_result(ReturnCode.Base.SUCCESS, message='success') else: - return get_json_result(code=ReturnCode.TASK.APPLY_RESOURCE_FAILED, + return get_json_result(code=ReturnCode.Task.APPLY_RESOURCE_FAILED, message=f'return for task {job_id} resource failed') @@ -140,9 +140,9 @@ def return_task_resource(job_id, role, party_id, task_id, task_version): @task_request_json() def start_task(job_id, role, party_id, task_id, task_version): if TaskController.start_task(job_id, role, party_id, task_id, task_version): - return get_json_result(code=ReturnCode.TASK.SUCCESS, message='success') + return get_json_result(code=ReturnCode.Base.SUCCESS, message='success') else: - return get_json_result(code=ReturnCode.TASK.START_FAILED, message='start task failed') + return get_json_result(code=ReturnCode.Task.START_FAILED, message='start task failed') @manager.route('/task/collect', methods=['POST']) @@ -151,9 +151,9 @@ def collect_task(job_id, role, party_id, task_id, task_version): task_info = TaskController.collect_task(job_id=job_id, task_id=task_id, task_version=task_version, role=role, party_id=party_id) if task_info: - return get_json_result(code=ReturnCode.TASK.SUCCESS, message="success", data=task_info) + return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data=task_info) else: - return get_json_result(code=ReturnCode.TASK.NO_FOUND, message="no found task") + return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task not found") @manager.route('/task/status/update', methods=['POST']) @@ -169,10 +169,10 @@ def task_status_update(job_id, role, party_id, task_id, task_version, status): "status": status }) if TaskController.update_task_status(task_info=task_info): - return get_json_result(code=ReturnCode.TASK.SUCCESS, message='success') + return get_json_result(code=ReturnCode.Base.SUCCESS, message='success') else: return get_json_result( - code=ReturnCode.TASK.UPDATE_STATUS_FAILED, + code=ReturnCode.Task.UPDATE_STATUS_FAILED, message="update job status does not take effect" ) @@ -186,7 +186,7 @@ def stop_task(job_id, role, party_id, task_id, task_version, status=None): kill_status = True for task in tasks: kill_status = kill_status & TaskController.stop_task(task=task, stop_status=status) - return get_json_result(code=ReturnCode.TASK.SUCCESS if kill_status else ReturnCode.TASK.KILL_FAILED, + return get_json_result(code=ReturnCode.Base.SUCCESS if kill_status else ReturnCode.Task.KILL_FAILED, message='success' if kill_status else 'failed') @@ -196,8 +196,8 @@ def rerun_task(job_id, role, party_id, task_id, task_version, new_version): tasks = JobSaver.query_task(job_id=job_id, task_id=task_id, role=role, party_id=party_id) if not tasks: return get_json_result( - code=ReturnCode.TASK.NO_FOUND, - message="no found task" + code=ReturnCode.Task.NOT_FOUND, + message="task not found" ) TaskController.create_new_version_task(task=tasks[0], new_version=new_version) return get_json_result() diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 5fc6a13c8..8b410191d 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -45,7 +45,7 @@ def report_task_status(status, execution_id, error=None): task_info.update({"error_report": error}) TaskController.update_task(task_info) return get_json_result() - return get_json_result(code=ReturnCode.TASK.NO_FOUND, message="no found task") + return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task not found") @manager.route('/task/status', methods=['GET']) @@ -56,8 +56,8 @@ def query_task_status(execution_id): task_info = { "status": tasks[0].f_status, } - return get_json_result(code=ReturnCode.TASK.SUCCESS, message="success", data=task_info) - return get_json_result(code=ReturnCode.TASK.NO_FOUND, message="no found task") + return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data=task_info) + return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task not found") @manager.route('/task/output/tracking', methods=['POST']) @@ -81,8 +81,8 @@ def log_output_artifacts(execution_id, meta_data, type, uri, output_key): "task_name": task.f_task_name } OutputDataTracking.create(data_info) - return get_json_result(code=ReturnCode.TASK.SUCCESS, message="success") - return get_json_result(code=ReturnCode.TASK.NO_FOUND, message="no found task") + return get_json_result(code=ReturnCode.Base.SUCCESS, message="success") + return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task not found") @manager.route('/task/model////////', methods=['POST']) diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index ee0a646be..4a4e054a9 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -46,7 +46,7 @@ def request_stop_job(cls, job_id): schedule_logger(job_id).info(f"stop job on this party") jobs = JobSaver.query_job(job_id=job_id) if not jobs: - return {"code": ReturnCode.JOB.NO_FOUND, "message": "no found job"} + return {"code": ReturnCode.Job.NOT_FOUND, "message": "job not found"} status = JobStatus.CANCELED kill_status, kill_details = JobController.stop_jobs(job_id=job_id, stop_status=status) schedule_logger(job_id).info(f"stop job on this party status {kill_status}") diff --git a/python/fate_flow/entity/__init__.py b/python/fate_flow/entity/__init__.py index 9e4f7e9c0..854b85271 100644 --- a/python/fate_flow/entity/__init__.py +++ b/python/fate_flow/entity/__init__.py @@ -14,4 +14,3 @@ # limitations under the License. # from ._base import BaseEntity, BaseModel -from .types import RetCode diff --git a/python/fate_flow/entity/types.py b/python/fate_flow/entity/types.py index 0ae73a458..58c64cb52 100644 --- a/python/fate_flow/entity/types.py +++ b/python/fate_flow/entity/types.py @@ -84,50 +84,27 @@ class Stage(object): DEFAULT = "default" -class RetCode(IntEnum, CustomEnum): - SUCCESS = 0 - NOT_EFFECTIVE = 10 - EXCEPTION_ERROR = 100 - ARGUMENT_ERROR = 101 - DATA_ERROR = 102 - OPERATING_ERROR = 103 - FEDERATED_ERROR = 104 - CONNECTION_ERROR = 105 - RUNNING = 106 - INCOMPATIBLE_FATE_VER = 107 - PERMISSION_ERROR = 108 - AUTHENTICATION_ERROR = 109 - SERVER_ERROR = 500 - - -class Code: - SUCCESS = 0 - - -class JobCode(Code): - NO_FOUND = 1000 - CREATE_JOB_FAILED = 1001 - UPDATE_STATUS_FAILED = 1002 - UPDATE_FAILED = 1003 - KILL_FAILED = 1004 - APPLY_RESOURCE_FAILED = 1005 - - -class TaskCode(Code): - NO_FOUND = 2000 - START_FAILED = 2001 - UPDATE_STATUS_FAILED = 2002 - UPDATE_FAILED = 2003 - KILL_FAILED = 2004 - APPLY_RESOURCE_FAILED = 2005 - - -class SiteCode(Code): - IS_STANDALONE = 3000 - - class ReturnCode: - JOB = JobCode - TASK = TaskCode - SITE = SiteCode + class Base: + SUCCESS = 0 + EXCEPTION_ERROR = 100 + + class Job: + NOT_FOUND = 1000 + CREATE_JOB_FAILED = 1001 + UPDATE_STATUS_FAILED = 1002 + UPDATE_FAILED = 1003 + KILL_FAILED = 1004 + APPLY_RESOURCE_FAILED = 1005 + + class Task: + NOT_FOUND = 2000 + START_FAILED = 2001 + UPDATE_STATUS_FAILED = 2002 + UPDATE_FAILED = 2003 + KILL_FAILED = 2004 + APPLY_RESOURCE_FAILED = 2005 + + class Site: + IS_STANDALONE = 3000 diff --git a/python/fate_flow/scheduler/federated_scheduler.py b/python/fate_flow/scheduler/federated_scheduler.py index c2780d615..26322a2e0 100644 --- a/python/fate_flow/scheduler/federated_scheduler.py +++ b/python/fate_flow/scheduler/federated_scheduler.py @@ -15,9 +15,8 @@ # from functools import wraps -from fate_flow.entity import RetCode from fate_flow.entity.run_status import FederatedSchedulingStatusCode -from fate_flow.entity.types import Code +from fate_flow.entity.types import ReturnCode from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.utils.log_utils import schedule_logger @@ -79,7 +78,7 @@ def return_federated_response(federated_response): for dest_role in federated_response.keys(): for party_id in federated_response[dest_role].keys(): retcode_set.add(federated_response[dest_role][party_id]["code"]) - if len(retcode_set) == 1 and Code.SUCCESS in retcode_set: + if len(retcode_set) == 1 and ReturnCode.Base.SUCCESS in retcode_set: federated_scheduling_status_code = FederatedSchedulingStatusCode.SUCCESS else: federated_scheduling_status_code = FederatedSchedulingStatusCode.FAILED diff --git a/python/fate_flow/scheduler/job_scheduler.py b/python/fate_flow/scheduler/job_scheduler.py index 3cbc61807..4a242a95c 100644 --- a/python/fate_flow/scheduler/job_scheduler.py +++ b/python/fate_flow/scheduler/job_scheduler.py @@ -77,13 +77,13 @@ def submit(cls, dag_schema: DAGSchema): ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": job.f_status}) schedule_logger(job_id).info(f"submit job successfully, job id is {job.f_job_id}") result = { - "code": ReturnCode.JOB.SUCCESS, + "code": ReturnCode.Base.SUCCESS, "message": "success" } submit_result.update(result) except Exception as e: schedule_logger(job_id).exception(e) - submit_result["code"] = ReturnCode.JOB.CREATE_JOB_FAILED + submit_result["code"] = ReturnCode.Job.CREATE_JOB_FAILED submit_result["message"] = exception_to_trace_string(e) return submit_result @@ -187,7 +187,7 @@ def apply_job_resource(cls, job): for dest_role in federated_response.keys(): for dest_party_id in federated_response[dest_role].keys(): retcode = federated_response[dest_role][dest_party_id]["code"] - if retcode == ReturnCode.JOB.SUCCESS: + if retcode == ReturnCode.Base.SUCCESS: rollback_party.append({"role": dest_role, "party_id": [dest_party_id]}) else: failed_party.append({"role": dest_role, "party_id": [dest_party_id]}) @@ -332,15 +332,15 @@ def stop_job(cls, job_id, stop_status): status_code, response = FederatedScheduler.stop_job(job_id=job_id, roles=job.f_parties) if status_code == FederatedSchedulingStatusCode.SUCCESS: schedule_logger(job_id).info(f"stop job with {stop_status} successfully") - return ReturnCode.JOB.SUCCESS, "success" + return ReturnCode.Base.SUCCESS, "success" else: tasks_group = ScheduleJobSaver.get_status_tasks_asc(job_id=job.f_job_id) for task in tasks_group.values(): TaskScheduler.collect_task_of_all_party(job, task=task, set_status=stop_status) schedule_logger(job_id).info(f"stop job with {stop_status} failed, {response}") - return ReturnCode.JOB.KILL_FAILED, json_dumps(response) + return ReturnCode.Job.KILL_FAILED, json_dumps(response) else: - return ReturnCode.JOB.NO_FOUND, "can not found job" + return ReturnCode.Job.NOT_FOUND, "job not found" @classmethod @DB.connection_context() @@ -394,4 +394,4 @@ def finish(cls, job, end_status): schedule_logger(job.f_job_id).info(f"job finished with {end_status}, do something...") cls.stop_job(job_id=job.f_job_id, stop_status=end_status) # todo: clean job - schedule_logger(job.f_job_id).info(f"job finished with {end_status}, done") \ No newline at end of file + schedule_logger(job.f_job_id).info(f"job finished with {end_status}, done") diff --git a/python/fate_flow/scheduler/task_scheduler.py b/python/fate_flow/scheduler/task_scheduler.py index efad8f47d..f5e597bce 100644 --- a/python/fate_flow/scheduler/task_scheduler.py +++ b/python/fate_flow/scheduler/task_scheduler.py @@ -128,7 +128,7 @@ def apply_task_resource(cls, task, job): for dest_role in federated_response.keys(): for dest_party_id in federated_response[dest_role].keys(): retcode = federated_response[dest_role][dest_party_id]["code"] - if retcode == ReturnCode.TASK.SUCCESS: + if retcode == ReturnCode.Base.SUCCESS: rollback_party.append({"role": dest_role, "party_id": [dest_party_id]}) else: failed_party.append({"role": dest_role, "party_id": [dest_party_id]}) @@ -157,7 +157,7 @@ def collect_task_of_all_party(cls, job, task, set_status=None): schedule_logger(job.f_job_id).warning(f"collect task {task.f_task_id} {task.f_task_version} failed") for _role in federated_response.keys(): for _party_id, party_response in federated_response[_role].items(): - if party_response["code"] == ReturnCode.TASK.SUCCESS: + if party_response["code"] == ReturnCode.Base.SUCCESS: ScheduleJobSaver.update_task_status(task_info=party_response["data"]) elif set_status: tmp_task_info = { diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index 5ef031e1c..f1ce5facd 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -23,11 +23,11 @@ from werkzeug.http import HTTP_STATUS_CODES from fate_flow.entity.engine_types import CoordinationProxyService -from fate_flow.entity.types import RetCode, CoordinationCommunicationProtocol, FederatedMode +from fate_flow.entity.types import CoordinationCommunicationProtocol, FederatedMode, ReturnCode from fate_flow.settings import stat_logger, PROXY_NAME, ENGINES, PROXY, HOST, HTTP_PORT -def get_json_result(code=RetCode.SUCCESS, message='success', data=None, job_id=None, meta=None): +def get_json_result(code=ReturnCode.Base.SUCCESS, message='success', data=None, job_id=None, meta=None): result_dict = { "code": code, "message": message, @@ -46,15 +46,14 @@ def get_json_result(code=RetCode.SUCCESS, message='success', data=None, job_id=N def server_error_response(e): stat_logger.exception(e) if len(e.args) > 1: - return get_json_result(code=RetCode.EXCEPTION_ERROR, message=repr(e.args[0]), data=e.args[1]) - return get_json_result(code=RetCode.EXCEPTION_ERROR, message=repr(e)) + return get_json_result(code=ReturnCode.Base.EXCEPTION_ERROR, message=repr(e.args[0]), data=e.args[1]) + return get_json_result(code=ReturnCode.Base.EXCEPTION_ERROR, message=repr(e)) def args_error_response(e): stat_logger.exception(e) messages = e.data.get("messages", {}) - return get_json_result(code=RetCode.EXCEPTION_ERROR, message="Invalid request.", - data=messages) + return get_json_result(code=ReturnCode.Base.EXCEPTION_ERROR, message="Invalid request.", data=messages) def error_response(response_code, retmsg=None): From 5020446d7c2a491eda100c3511f2a34fa708e7ea Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 16 Feb 2023 15:35:54 +0800 Subject: [PATCH 061/482] fix download Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/data_app.py | 11 ++- python/fate_flow/engine/abc/_storage.py | 4 + python/fate_flow/engine/storage/_table.py | 7 ++ .../engine/storage/eggroll/_table.py | 2 + .../engine/storage/standalone/_table.py | 3 + python/fate_flow/manager/data_manager.py | 98 +++++++++---------- 6 files changed, 69 insertions(+), 56 deletions(-) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 12be05b35..6cf4a139a 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -15,7 +15,9 @@ # from webargs import fields +from fate_flow.engine import storage from fate_flow.entity.types import Code +from fate_flow.manager.data_manager import DataManager from fate_flow.utils.api_utils import get_json_result, validate_request_json, validate_request_params from fate_flow.utils.data_upload import Upload, UploadParam @@ -35,5 +37,10 @@ def upload_data(file, head, partitions, namespace, name, meta, destroy=False, st @manager.route('/download', methods=['GET']) @validate_request_params(name=fields.String(required=True), namespace=fields.String(required=True)) -def download(name, namespace): - return get_json_result(code=Code.SUCCESS, message="success") \ No newline at end of file +def download(namespace, name): + data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) + return DataManager.send_table( + output_tables_meta={"table": data_table_meta}, + tar_file_name=f'download_data_{namespace}_{name}.tar.gz', + need_head=True + ) \ No newline at end of file diff --git a/python/fate_flow/engine/abc/_storage.py b/python/fate_flow/engine/abc/_storage.py index e6ce7e720..58d7fe8c7 100644 --- a/python/fate_flow/engine/abc/_storage.py +++ b/python/fate_flow/engine/abc/_storage.py @@ -183,6 +183,10 @@ def put_all(self, kv_list: Iterable, **kwargs): def put_meta(self, kv_list: Iterable, **kwargs): ... + @abc.abstractmethod + def get_meta(self, **kwargs): + ... + @abc.abstractmethod def collect(self, **kwargs) -> list: ... diff --git a/python/fate_flow/engine/storage/_table.py b/python/fate_flow/engine/storage/_table.py index 2db64f9da..43d6a3fb5 100644 --- a/python/fate_flow/engine/storage/_table.py +++ b/python/fate_flow/engine/storage/_table.py @@ -132,6 +132,10 @@ def put_meta(self, kv_list: Iterable, **kwargs): # self._update_write_access_time() self._put_meta(kv_list, **kwargs) + def get_meta(self, **kwargs): + # self._update_write_access_time() + return self._get_meta(**kwargs) + def collect(self, **kwargs) -> list: # self._update_read_access_time() return self._collect(**kwargs) @@ -170,6 +174,9 @@ def _put_all(self, kv_list: Iterable, **kwargs): def _put_meta(self, kv_list: Iterable, **kwargs): raise NotImplementedError() + def _get_meta(self, **kwargs): + raise NotImplementedError() + def _collect(self, **kwargs) -> list: raise NotImplementedError() diff --git a/python/fate_flow/engine/storage/eggroll/_table.py b/python/fate_flow/engine/storage/eggroll/_table.py index a962aaa04..5acb2afc7 100644 --- a/python/fate_flow/engine/storage/eggroll/_table.py +++ b/python/fate_flow/engine/storage/eggroll/_table.py @@ -63,6 +63,8 @@ def _put_all(self, kv_list: Iterable, **kwargs): def _put_meta(self, kv_list: Iterable, **kwargs): return self._meta_table.put_all(kv_list) + def _get_meta(self, **kwargs): + return self._meta_table.get_all(**kwargs) def _collect(self, **kwargs) -> list: return self._table.get_all(**kwargs) diff --git a/python/fate_flow/engine/storage/standalone/_table.py b/python/fate_flow/engine/storage/standalone/_table.py index 6635ed497..40028e986 100644 --- a/python/fate_flow/engine/storage/standalone/_table.py +++ b/python/fate_flow/engine/storage/standalone/_table.py @@ -63,6 +63,9 @@ def _put_all(self, kv_list: Iterable, **kwargs): def _put_meta(self, kv_list: Iterable, **kwargs): return self._meta_table.put_all(kv_list) + def _get_meta(self, **kwargs): + return self._meta_table.collect(**kwargs) + def _collect(self, **kwargs): return self._table.collect(**kwargs) diff --git a/python/fate_flow/manager/data_manager.py b/python/fate_flow/manager/data_manager.py index 77df777e7..0bb468c93 100644 --- a/python/fate_flow/manager/data_manager.py +++ b/python/fate_flow/manager/data_manager.py @@ -12,17 +12,14 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -import datetime -import io import json import os import tarfile +from tempfile import TemporaryDirectory from flask import send_file from fate_flow.engine.storage import Session -from fate_flow.settings import stat_logger -from fate_flow.utils.file_utils import get_fate_flow_directory class DataManager: @@ -37,54 +34,47 @@ def send_table( ): output_data_file_list = [] output_data_meta_file_list = [] - output_tmp_dir = os.path.join(get_fate_flow_directory(), 'tmp/{}/{}'.format(datetime.datetime.now().strftime("%Y%m%d"), fate_uuid())) - for output_name, output_table_meta in output_tables_meta.items(): - output_data_count = 0 - if not local_download: - output_data_file_path = "{}/{}.csv".format(output_tmp_dir, output_name) - output_data_meta_file_path = "{}/{}.meta".format(output_tmp_dir, output_name) - os.makedirs(os.path.dirname(output_data_file_path), exist_ok=True) - with open(output_data_file_path, 'w') as fw: - with Session() as sess: - output_table = sess.get_table(name=output_table_meta.get_name(), - namespace=output_table_meta.get_namespace()) - all_extend_header = {} - if output_table: - for k, v in output_table.collect(): - # save meta - if output_data_count == 0: - output_data_file_list.append(output_data_file_path) - header = output_table_meta.get_id_delimiter.join([ - output_table_meta.get_schema().get("sid"), - output_table_meta.get_schema().get("header")] - ) + with TemporaryDirectory() as output_tmp_dir: + for output_name, output_table_meta in output_tables_meta.items(): + output_data_count = 0 + if not local_download: + output_data_file_path = "{}/{}.csv".format(output_tmp_dir, output_name) + output_data_meta_file_path = "{}/{}.meta".format(output_tmp_dir, output_name) + os.makedirs(os.path.dirname(output_data_file_path), exist_ok=True) + with open(output_data_file_path, 'w') as fw: + with Session() as sess: + output_table = sess.get_table(name=output_table_meta.get_name(), + namespace=output_table_meta.get_namespace()) + if output_table: + for k, v in output_table.collect(): + # save meta + if output_data_count == 0: + output_data_file_list.append(output_data_file_path) + header = [] + for meta_k, meta_v in output_table.get_meta(): + header = meta_v.get("header") - if not local_download: - output_data_meta_file_list.append(output_data_meta_file_path) - with open(output_data_meta_file_path, 'w') as f: - json.dump({'header': header}, f, indent=4) - if need_head and header and output_table_meta.get_have_head(): - fw.write('{}\n'.format(','.join(header))) - delimiter = output_table_meta.get_id_delimiter() if output_table_meta.get_id_delimiter() else "," - fw.write('{}\n'.format(delimiter.join(map(lambda x: str(x), data_line)))) - output_data_count += 1 - if output_data_count == limit: - break - if local_download: - return - # tar - output_data_tarfile = "{}/{}".format(output_tmp_dir, tar_file_name) - tar = tarfile.open(output_data_tarfile, mode='w:gz') - for index in range(0, len(output_data_file_list)): - tar.add(output_data_file_list[index], os.path.relpath(output_data_file_list[index], output_tmp_dir)) - tar.add(output_data_meta_file_list[index], - os.path.relpath(output_data_meta_file_list[index], output_tmp_dir)) - tar.close() - for key, path in enumerate(output_data_file_list): - try: - os.remove(path) - os.remove(output_data_meta_file_list[key]) - except Exception as e: - # warning - stat_logger.warning(e) - return send_file(output_data_tarfile, attachment_filename=tar_file_name, as_attachment=True) \ No newline at end of file + if not local_download: + output_data_meta_file_list.append(output_data_meta_file_path) + with open(output_data_meta_file_path, 'w') as f: + json.dump({'header': header}, f, indent=4) + if need_head and header and output_table_meta.get_have_head(): + if isinstance(header, list): + header = output_table_meta.get_id_delimiter().join(header) + fw.write(f'{header}\n') + delimiter = output_table_meta.get_id_delimiter() if output_table_meta.get_id_delimiter() else "," + fw.write('{}\n'.format(delimiter.join([k, v]))) + output_data_count += 1 + if output_data_count == limit: + break + if local_download: + return + # tar + output_data_tarfile = "{}/{}".format(output_tmp_dir, tar_file_name) + tar = tarfile.open(output_data_tarfile, mode='w:gz') + for index in range(0, len(output_data_file_list)): + tar.add(output_data_file_list[index], os.path.relpath(output_data_file_list[index], output_tmp_dir)) + tar.add(output_data_meta_file_list[index], + os.path.relpath(output_data_meta_file_list[index], output_tmp_dir)) + tar.close() + return send_file(output_data_tarfile, attachment_filename=tar_file_name, as_attachment=True) \ No newline at end of file From 6c307761c918effcb0f48b670e87b27e5d78ad94 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 23 Feb 2023 15:42:23 +0800 Subject: [PATCH 062/482] fateflow: provider init Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/service_conf.yaml | 5 + fateflow.env | 3 + python/fate_flow/apps/client/provider_app.py | 48 ++++++ .../fate_flow/controller/task_controller.py | 9 +- python/fate_flow/db/base_models.py | 29 ++++ python/fate_flow/db/db_models.py | 12 ++ python/fate_flow/detection/detector.py | 2 +- python/fate_flow/engine/computing/_eggroll.py | 74 +++++++++- python/fate_flow/engine/computing/_session.py | 20 +-- python/fate_flow/engine/computing/_spark.py | 3 + python/fate_flow/entity/__init__.py | 1 + .../fate_flow/entity/_component_provider.py | 68 +++++++++ python/fate_flow/entity/dag_structures.py | 4 +- python/fate_flow/entity/provider_spc.py | 40 +++++ python/fate_flow/entity/types.py | 4 + python/fate_flow/fate_flow_server.py | 2 + .../fate_flow/hub/parser/default/_parser.py | 2 +- .../manager/containerd_worker_manager.py | 73 --------- python/fate_flow/manager/docker_manager.py | 50 +++---- python/fate_flow/manager/k8s_manager.py | 4 +- python/fate_flow/manager/provider_manager.py | 138 ++++++++++++++++++ python/fate_flow/manager/worker_manager.py | 19 +-- python/fate_flow/settings.py | 4 +- python/fate_flow/utils/version.py | 4 +- python/fate_flow/utils/wraps_utils.py | 29 ++++ 25 files changed, 512 insertions(+), 135 deletions(-) create mode 100644 fateflow.env create mode 100644 python/fate_flow/apps/client/provider_app.py create mode 100644 python/fate_flow/entity/_component_provider.py create mode 100644 python/fate_flow/entity/provider_spc.py delete mode 100644 python/fate_flow/manager/containerd_worker_manager.py create mode 100644 python/fate_flow/manager/provider_manager.py create mode 100644 python/fate_flow/utils/wraps_utils.py diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index 7acc99bb9..38c51a593 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -19,6 +19,11 @@ default_engines: computing: standalone federation: standalone storage: standalone +default_provider: + name: fate + # version default: fateflow.env + version: + device: local federation: pulsar: host: 192.168.0.5 diff --git a/fateflow.env b/fateflow.env new file mode 100644 index 000000000..03d34cae3 --- /dev/null +++ b/fateflow.env @@ -0,0 +1,3 @@ +FATE=2.0.0.beta +FATEFlow=2.0.0.beta +PYTHON=3.8 \ No newline at end of file diff --git a/python/fate_flow/apps/client/provider_app.py b/python/fate_flow/apps/client/provider_app.py new file mode 100644 index 000000000..472d881e9 --- /dev/null +++ b/python/fate_flow/apps/client/provider_app.py @@ -0,0 +1,48 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from webargs import fields + +from fate_flow.entity.types import ReturnCode +from fate_flow.manager.provider_manager import ProviderManager +from fate_flow.utils.api_utils import validate_request_json, get_json_result, validate_request_params + + +@manager.route('/register', methods=['POST']) +@validate_request_json(name=fields.String(required=True), device=fields.String(required=True), + version=fields.String(required=True), metadata=fields.Dict(required=True)) +def register(name, device, version, metadata): + provider = ProviderManager.get_provider(name=name, device=device, version=version, metadata=metadata) + if provider: + operator_type = ProviderManager.register_provider(provider) + return get_json_result(message=f"{operator_type} success") + else: + return get_json_result(code=ReturnCode.Provider.DEVICE_NOT_SUPPORTED, message=device) + + +@manager.route('/query', methods=['GET']) +@validate_request_params(name=fields.String(required=False), device=fields.String(required=False), + version=fields.String(required=False), provider_name=fields.String(required=False)) +def query(name=None, device=None, version=None, provider_name=None): + providers = ProviderManager.query_provider(name=name, device=device, version=version, provider_name=provider_name) + return get_json_result(data=[provider.to_human_model_dict() for provider in providers]) + + +@manager.route('/delete', methods=['POST']) +@validate_request_json(name=fields.String(required=False), device=fields.String(required=False), + version=fields.String(required=False), provider_name=fields.String(required=False)) +def delete(name=None, device=None, version=None, provider_name=None): + result = ProviderManager.delete_provider(name=name, device=device, version=version, provider_name=provider_name) + return get_json_result(data=result) diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index 830f96bb1..794dd3db5 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -20,6 +20,7 @@ from fate_flow.engine.computing import build_engine from fate_flow.entity.dag_structures import DAGSchema from fate_flow.hub.flow_hub import FlowHub +from fate_flow.manager.provider_manager import ProviderManager from fate_flow.manager.resource_manager import ResourceManager from fate_flow.manager.worker_manager import WorkerManager from fate_flow.scheduler.federated_scheduler import FederatedScheduler @@ -44,7 +45,6 @@ def create_tasks(cls, job_id: str, role: str, party_id: str, dag_schema: DAGSche @classmethod def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, is_scheduler, task_version=0): - task_id = job_utils.generate_task_id(job_id=job_id, component_name=task_name) execution_id = job_utils.generate_session_id(task_id, task_version, role, party_id) task_node = job_parser.get_task_node(task_name=task_name) @@ -55,8 +55,10 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, need_run = task_parser.need_run schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} need run status {need_run}") task_parameters = task_parser.task_parameters.dict() + provider_name = ProviderManager.check_provider_name(task_parser.task_runtime_conf.get("provider")) schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} task_parameters" f" {task_parameters}") + schedule_logger(job_id).info(f"task provider: {provider_name}") if is_scheduler: if need_run: task = ScheduleTask() @@ -84,6 +86,7 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task.f_party_status = TaskStatus.WAITING task.f_component_parameters = task_parameters task.f_execution_id = execution_id + task.f_provider_name = provider_name JobSaver.create_task(task.to_human_model_dict()) @staticmethod @@ -150,7 +153,7 @@ def start_task(cls, job_id, role, party_id, task_id, task_version): run_parameters_path = os.path.join(config_dir, 'task_parameters.json') with open(run_parameters_path, 'w') as fw: fw.write(json_dumps(run_parameters, indent=True)) - backend_engine = build_engine() + backend_engine = build_engine(task.f_provider_name) run_info = backend_engine.run(task=task, run_parameters=run_parameters, run_parameters_path=run_parameters_path, @@ -306,7 +309,7 @@ def stop_task(cls, task: Task, stop_status): def kill_task(cls, task: Task): kill_status = False try: - backend_engine = build_engine() + backend_engine = build_engine(task.f_provider_name) if backend_engine: backend_engine.kill(task) WorkerManager.kill_task_all_workers(task) diff --git a/python/fate_flow/db/base_models.py b/python/fate_flow/db/base_models.py index efa61ec64..2897f1ccd 100644 --- a/python/fate_flow/db/base_models.py +++ b/python/fate_flow/db/base_models.py @@ -293,6 +293,13 @@ def get_primary_keys_name(cls): def getter_by(cls, attr): return operator.attrgetter(attr)(cls) + @classmethod + def _delete(cls, **kwargs): + _kwargs = {} + for f_k, f_v in kwargs.items(): + _kwargs["f_%s" % f_k] = f_v + cls.delete(**_kwargs) + @classmethod def query(cls, reverse=None, order_by=None, **kwargs): filters = [] @@ -436,3 +443,25 @@ def _create_entity(cls, entity_model: object, entity_info: object) -> object: def _query(cls, entity_model, **kwargs) -> object: return entity_model.query(**kwargs) + @classmethod + @DB.connection_context() + def _delete(cls, entity_model, **kwargs): + model_list = cls._query(entity_model, **kwargs) + delete_list = [] + for model in model_list: + model.delete().execute() + delete_list.append(model.to_human_model_dict()) + return delete_list + + @classmethod + def safe_save(cls, model, defaults, **kwargs): + entity_model, status = model.get_or_create( + **kwargs, + defaults=defaults) + if status is False: + for key in defaults: + setattr(entity_model, key, defaults[key]) + entity_model.save(force_insert=False) + return "update" + return "create" + diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index e6a3e3837..0064cc527 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -81,6 +81,7 @@ class Task(DataBaseModel): f_run_pid = IntegerField(null=True) f_party_status = CharField(max_length=50) f_provider_info = JSONField(null=True) + f_provider_name = CharField(max_length=50) f_task_parameters = JSONField(null=True) f_engine_conf = JSONField(null=True) f_kill_status = BooleanField(default=False) @@ -215,3 +216,14 @@ class Meta: f_metadata = JSONField() f_data = JSONField() f_incomplete = BooleanField() + + +class ProviderInfo(DataBaseModel): + f_provider_name = CharField(max_length=100, primary_key=True) + f_name = CharField(max_length=20, index=True) + f_version = CharField(max_length=20) + f_device = CharField(max_length=20) + f_metadata = JSONField() + + class Meta: + db_table = "t_provider_info" diff --git a/python/fate_flow/detection/detector.py b/python/fate_flow/detection/detector.py index e2af121c9..1838474b2 100644 --- a/python/fate_flow/detection/detector.py +++ b/python/fate_flow/detection/detector.py @@ -45,7 +45,7 @@ def detect_running_task(cls): continue count += 1 try: - process_exist = build_engine().is_alive(task) + process_exist = build_engine(task.f_provider_name).is_alive(task) if not process_exist: msg = f"task {task.f_task_id} {task.f_task_version} on {task.f_role} {task.f_party_id}" detect_logger(job_id=task.f_job_id).info( diff --git a/python/fate_flow/engine/computing/_eggroll.py b/python/fate_flow/engine/computing/_eggroll.py index ac10537e0..fe8882645 100644 --- a/python/fate_flow/engine/computing/_eggroll.py +++ b/python/fate_flow/engine/computing/_eggroll.py @@ -13,19 +13,31 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import yaml + from fate_flow.db.db_models import Task from fate_flow.engine.computing._base import EngineABC +from fate_flow.entity import ProviderDevice, ComponentProvider from fate_flow.entity.run_status import TaskStatus from fate_flow.entity.types import KillProcessRetCode, WorkerName -from fate_flow.manager.containerd_worker_manager import ContainerdWorkerManager from fate_flow.manager.worker_manager import WorkerManager +from fate_flow.runtime.runtime_config import RuntimeConfig +from fate_flow.settings import LOG_DIRECTORY, LOCAL_DATA_STORE_PATH from fate_flow.utils import job_utils, process_utils +from fate_flow.utils.log_utils import schedule_logger + +class LocalEggrollEngine(EngineABC): + def __init__(self, provider: ComponentProvider): + self.provider = provider -class EggrollEngine(EngineABC): def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): - return WorkerManager.start_task_worker(worker_name=WorkerName.TASK_EXECUTOR, task=task, - task_parameters=run_parameters) + return WorkerManager.start_task_worker( + worker_name=WorkerName.TASK_EXECUTOR, task=task, + extra_env={"PYTHONPATH": self.provider.python_path}, + executable=self.provider.python_env, + task_parameters=run_parameters + ) def kill(self, task): kill_status_code = process_utils.kill_task_executor_process(task) @@ -37,5 +49,55 @@ def is_alive(self, task): return process_utils.check_process(pid=int(task.f_run_pid), task=task) -class ContainerdEggrollEngine(ContainerdWorkerManager): - pass +class ContainerdEggrollEngine(EngineABC): + def __init__(self, provider): + if provider.device == ProviderDevice.DOCKER: + from fate_flow.manager.docker_manager import DockerManager + self.manager = DockerManager(provider) + elif provider.device == ProviderDevice.K8S: + from fate_flow.manager.k8s_manager import K8sManager + self.manager = K8sManager(provider) + else: + raise ValueError(f'worker "{provider.device}" is not supported') + + @staticmethod + def _get_name(task: Task): + return f'{task.f_role}-{task.f_party_id}-{task.f_task_id}-{task.f_task_version}' + + @staticmethod + def _get_command(task: Task): + return [ + '-m', + 'fate.components', + 'component', + 'execute', + '--process-tag', + task.f_execution_id, + '--env-name', + 'FATE_TASK_CONFIG', + ] + + @staticmethod + def _get_environment(task: Task, run_parameters): + return { + 'FATE_JOB_ID': task.f_job_id, + 'FATE_TASK_CONFIG': yaml.dump(run_parameters), + } + + def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): + name = self._get_name(task) + cmd = self._get_command(task) + env = self._get_environment(task, run_parameters) + schedule_logger(job_id=task.f_job_id).info(f"start run container {name}, cmd: {cmd}, env: {env}") + self.manager.start(name, cmd, env) + return { + 'run_ip': RuntimeConfig.JOB_SERVER_HOST, + 'cmd': cmd + } + + def kill(self, task: Task): + self.manager.stop(self._get_name(task)) + + def is_alive(self, task: Task): + return self.manager.is_running(self._get_name(task)) + diff --git a/python/fate_flow/engine/computing/_session.py b/python/fate_flow/engine/computing/_session.py index 36cdd46b5..b6758138f 100644 --- a/python/fate_flow/engine/computing/_session.py +++ b/python/fate_flow/engine/computing/_session.py @@ -13,22 +13,24 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.engine.computing._eggroll import ContainerdEggrollEngine, EggrollEngine +from fate_flow.engine.computing._eggroll import ContainerdEggrollEngine, LocalEggrollEngine from fate_flow.engine.computing._spark import SparkEngine +from fate_flow.entity import ProviderDevice, ComponentProvider from fate_flow.entity.engine_types import ComputingEngine, EngineType -from fate_flow.settings import ENGINES, WORKER +from fate_flow.manager.provider_manager import ProviderManager +from fate_flow.settings import ENGINES -def build_engine(computing_engine=None): - if not computing_engine: - computing_engine = ENGINES.get(EngineType.COMPUTING) +def build_engine(provider_name: str): + provider = ProviderManager.get_provider_by_provider_name(provider_name) + computing_engine = ENGINES.get(EngineType.COMPUTING) if computing_engine in {ComputingEngine.EGGROLL, ComputingEngine.STANDALONE}: - if WORKER.get('type') in {'docker', 'k8s'}: - engine_session = ContainerdEggrollEngine() + if ComponentProvider.device in {ProviderDevice.DOCKER, ProviderDevice.K8S}: + engine_session = ContainerdEggrollEngine(provider) else: - engine_session = EggrollEngine() + engine_session = LocalEggrollEngine(provider) elif computing_engine == ComputingEngine.SPARK: - engine_session = SparkEngine() + engine_session = SparkEngine(provider) else: raise ValueError(f'engine "{computing_engine}" is not supported') return engine_session diff --git a/python/fate_flow/engine/computing/_spark.py b/python/fate_flow/engine/computing/_spark.py index 2ff4d4da9..a76792bc7 100644 --- a/python/fate_flow/engine/computing/_spark.py +++ b/python/fate_flow/engine/computing/_spark.py @@ -24,6 +24,9 @@ class SparkEngine(EngineABC): + def __init__(self, provider): + self.provider = provider + def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): # todo: get spark home from server registry spark_home = None diff --git a/python/fate_flow/entity/__init__.py b/python/fate_flow/entity/__init__.py index 854b85271..5ffc7c40f 100644 --- a/python/fate_flow/entity/__init__.py +++ b/python/fate_flow/entity/__init__.py @@ -14,3 +14,4 @@ # limitations under the License. # from ._base import BaseEntity, BaseModel +from ._component_provider import ComponentProvider, ProviderDevice diff --git a/python/fate_flow/entity/_component_provider.py b/python/fate_flow/entity/_component_provider.py new file mode 100644 index 000000000..3bb219919 --- /dev/null +++ b/python/fate_flow/entity/_component_provider.py @@ -0,0 +1,68 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from typing import Union + +from fate_flow.entity import BaseEntity +from fate_flow.entity.provider_spc import ProviderSpec, LocalProviderSpec, DockerProviderSpec, K8sProviderSpec + + +class ProviderDevice(object): + LOCAL = "local" + DOCKER = "docker" + K8S = "k8s" + + +class ComponentProvider(BaseEntity): + def __init__(self, provider_info: ProviderSpec): + self._name = provider_info.name + self._device = provider_info.device + self._version = provider_info.version + self._metadata = provider_info.metadata + self._python_path = "" + self._python_env = "" + self.init_env() + + def init_env(self): + if isinstance(self._metadata, LocalProviderSpec): + self._python_path = self._metadata.path + self._python_env = self._metadata.venv + + @property + def name(self): + return self._name + + @property + def device(self): + return self._device + + @property + def version(self): + return self._version + + @property + def metadata(self) -> Union[LocalProviderSpec, DockerProviderSpec, K8sProviderSpec]: + return self._metadata + + @property + def python_path(self): + return self._python_path + + @property + def python_env(self): + return self._python_env + + def __eq__(self, other): + return self.name == other.name and self.version == other.version diff --git a/python/fate_flow/entity/dag_structures.py b/python/fate_flow/entity/dag_structures.py index 6256bc26b..bdc3991ce 100644 --- a/python/fate_flow/entity/dag_structures.py +++ b/python/fate_flow/entity/dag_structures.py @@ -188,8 +188,8 @@ class PartyTaskSpec(BaseModel): class TaskConfSpec(BaseModel): - task_cores: int - engine: Dict[str, Any] + engine: Optional[Dict[str, Any]] + provider: Optional[str] class JobConfSpec(BaseModel): diff --git a/python/fate_flow/entity/provider_spc.py b/python/fate_flow/entity/provider_spc.py new file mode 100644 index 000000000..c412debce --- /dev/null +++ b/python/fate_flow/entity/provider_spc.py @@ -0,0 +1,40 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from typing import Optional, Union + +import pydantic + + +class LocalProviderSpec(pydantic.BaseModel): + path: str + venv: Optional[str] + + +class DockerProviderSpec(pydantic.BaseModel): + base_url: str + image: str + + +class K8sProviderSpec(pydantic.BaseModel): + image: str + namespace: str + config: Optional[dict] + + +class ProviderSpec(pydantic.BaseModel): + name: str + version: str + device: str + metadata: Union[LocalProviderSpec, DockerProviderSpec, K8sProviderSpec] diff --git a/python/fate_flow/entity/types.py b/python/fate_flow/entity/types.py index 58c64cb52..3e144abff 100644 --- a/python/fate_flow/entity/types.py +++ b/python/fate_flow/entity/types.py @@ -108,3 +108,7 @@ class Task: class Site: IS_STANDALONE = 3000 + + class Provider: + PARAMS_ERROR = 4000 + DEVICE_NOT_SUPPORTED = 4001 diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index e2cae7438..9a8d31609 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -25,6 +25,7 @@ from werkzeug.serving import run_simple from fate_flow.apps import app from fate_flow.controller.config_manager import ConfigManager +from fate_flow.manager.provider_manager import ProviderManager from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.db.base_models import init_database_tables as init_flow_db from fate_flow.detection.detector import Detector, FederatedDetector @@ -67,6 +68,7 @@ Detector(interval=5 * 1000, logger=detect_logger).start() FederatedDetector(interval=10 * 1000, logger=detect_logger).start() DAGScheduler(interval=2 * 1000, logger=schedule_logger()).start() + ProviderManager.register_default_providers() thread_pool_executor = ThreadPoolExecutor(max_workers=GRPC_SERVER_MAX_WORKERS) stat_logger.info(f"start grpc server thread pool by {thread_pool_executor._max_workers} max workers") server = grpc.server(thread_pool=thread_pool_executor, diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index f32eda6ba..f86b65a1e 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -166,7 +166,7 @@ def output_definitions(self): @property def task_runtime_conf(self): - return self.task_node.conf + return self.task_node.conf.get(self.role, {}).get(self.party_id, {}) @property def input_parameters(self): diff --git a/python/fate_flow/manager/containerd_worker_manager.py b/python/fate_flow/manager/containerd_worker_manager.py deleted file mode 100644 index 259eebbd2..000000000 --- a/python/fate_flow/manager/containerd_worker_manager.py +++ /dev/null @@ -1,73 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -from ruamel import yaml - -from fate_flow.db.db_models import Task -from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.settings import WORKER -from fate_flow.utils.log_utils import schedule_logger - - -class ContainerdWorkerManager: - worker_type = WORKER.get('type', '') - - def __init__(self): - if self.worker_type == 'docker': - from fate_flow.manager.docker_manager import DockerManager - self.manager = DockerManager() - elif self.worker_type == 'k8s': - from fate_flow.manager.k8s_manager import K8sManager - self.manager = K8sManager() - else: - raise ValueError(f'worker "{self.worker_type}" is not supported') - - def get_name(self, task: Task): - return f'{task.f_role}-{task.f_party_id}-{task.f_task_id}-{task.f_task_version}' - - def get_command(self, task: Task): - return [ - '-m', - 'fate.components', - 'component', - 'execute', - '--process-tag', - task.f_execution_id, - '--env-name', - 'FATE_TASK_CONFIG', - ] - - def get_environment(self, task: Task, run_parameters): - return { - 'FATE_JOB_ID': task.f_job_id, - 'FATE_TASK_CONFIG': yaml.dump(run_parameters), - } - - def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): - name = self.get_name(task) - cmd = self.get_command(task) - env = self.get_environment(task, run_parameters) - schedule_logger(job_id=task.f_job_id).info(f"start run container {name}, cmd: {cmd}, env: {env}") - self.manager.start(name, cmd, env) - return { - 'run_ip': RuntimeConfig.JOB_SERVER_HOST, - 'cmd': cmd - } - - def kill(self, task: Task): - self.manager.stop(self.get_name(task)) - - def is_alive(self, task: Task): - return self.manager.is_running(self.get_name(task)) diff --git a/python/fate_flow/manager/docker_manager.py b/python/fate_flow/manager/docker_manager.py index 55e5e4f2f..2eb0f3594 100644 --- a/python/fate_flow/manager/docker_manager.py +++ b/python/fate_flow/manager/docker_manager.py @@ -14,37 +14,37 @@ # limitations under the License. import docker -from fate_flow.settings import LOG_DIRECTORY, WORKER, LOCAL_DATA_STORE_PATH +from fate_flow.entity import ComponentProvider +from fate_flow.settings import LOG_DIRECTORY, LOCAL_DATA_STORE_PATH class DockerManager: - config = WORKER.get('docker', {}).get('config', {}) - image = WORKER.get('docker', {}).get('image', '') - fate_root_dir = WORKER.get('docker', {}).get('fate_root_dir', '') - eggroll_conf_dir = WORKER.get('docker', {}).get('eggroll_conf_dir', '') + def __init__(self, provider: ComponentProvider): + self.provider = provider + self.client = docker.DockerClient(base_url=provider.metadata.base_url) - def __init__(self): - self.client = docker.DockerClient(**self.config) - - def start(self, name, command, environment): + def start(self, name, command, environment, auto_remove=False, detach=True, network_mode="host"): + # todo: delete volumes + # volumes = { + # LOG_DIRECTORY: { + # 'bind': LOG_DIRECTORY, + # 'mode': 'rw', + # }, + # eggroll_conf_dir: { + # 'bind': self.provider.metadata.eggroll_conf_dir, + # 'mode': 'ro', + # }, + # LOCAL_DATA_STORE_PATH: { + # 'bind': LOCAL_DATA_STORE_PATH, + # 'mode': 'rw', + # } + # } + volumes = {} self.client.containers.run( - self.image, command, - auto_remove=False, detach=True, + self.provider.metadata.image, command, + auto_remove=auto_remove, detach=detach, environment=environment, name=name, - network_mode='host', volumes={ - LOG_DIRECTORY: { - 'bind': LOG_DIRECTORY, - 'mode': 'rw', - }, - self.eggroll_conf_dir: { - 'bind': f'{self.fate_root_dir}/eggroll/conf', - 'mode': 'ro', - }, - LOCAL_DATA_STORE_PATH: { - 'bind': LOCAL_DATA_STORE_PATH, - 'mode': 'rw', - } - }, + network_mode=network_mode, volumes=volumes ) def stop(self, name): diff --git a/python/fate_flow/manager/k8s_manager.py b/python/fate_flow/manager/k8s_manager.py index a340c4879..8a9af4ab3 100644 --- a/python/fate_flow/manager/k8s_manager.py +++ b/python/fate_flow/manager/k8s_manager.py @@ -18,6 +18,7 @@ from kubernetes import client, config from ruamel import yaml +from fate_flow.entity import ComponentProvider from fate_flow.settings import WORKER from fate_flow.utils.conf_utils import get_base_config from fate_flow.utils.log import getLogger @@ -28,7 +29,8 @@ class K8sManager: image = WORKER.get('k8s', {}).get('image', '') namespace = WORKER.get('k8s', {}).get('namespace', '') - def __init__(self): + + def __init__(self, provider: ComponentProvider): config.load_kube_config() self.job_template = yaml.safe_load( (Path(__file__).parent / 'k8s_template.yaml').read_text('utf-8') diff --git a/python/fate_flow/manager/provider_manager.py b/python/fate_flow/manager/provider_manager.py new file mode 100644 index 000000000..c815f0c7c --- /dev/null +++ b/python/fate_flow/manager/provider_manager.py @@ -0,0 +1,138 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import os +import sys +from typing import Union + +from fate_flow.db import ProviderInfo +from fate_flow.db.base_models import DB, BaseModelOperate +from fate_flow.entity.provider_spc import ProviderSpec, LocalProviderSpec, DockerProviderSpec, K8sProviderSpec +from fate_flow.settings import DEFAULT_FATE_PROVIDER_PATH, DEFAULT_PROVIDER +from fate_flow.entity import ComponentProvider, ProviderDevice +from fate_flow.utils.file_utils import get_fate_flow_directory +from fate_flow.utils.version import get_versions +from fate_flow.utils.wraps_utils import filter_parameters + + +class ProviderManager(BaseModelOperate): + @classmethod + def get_provider_by_provider_name(cls, provider_name) -> ComponentProvider: + name, version, device = cls.parser_provider_name(provider_name) + provider_list = [provider_info for provider_info in cls.query_provider(name=name, versin=version, device=device)] + if not provider_list: + raise ValueError(f"Query provider info failed: {provider_name}") + provider_info = provider_list[0] + return cls.get_provider(provider_info.f_name, provider_info.f_device, provider_info.f_version, + provider_info.f_metadata) + + @classmethod + def get_provider(cls, name, device, version, metadata) -> Union[ComponentProvider, None]: + if device == ProviderDevice.LOCAL: + metadata = LocalProviderSpec(**metadata) + elif type == ProviderDevice.DOCKER: + metadata = DockerProviderSpec(**metadata) + elif type == ProviderDevice.K8S: + metadata = K8sProviderSpec(**metadata) + else: + return None + return ComponentProvider(ProviderSpec(name=name, device=device, version=version, metadata=metadata)) + + @classmethod + @DB.connection_context() + def register_provider(cls, provider: ComponentProvider): + provider_info = ProviderInfo() + provider_info.f_provider_name = cls.generate_provider_name(name=provider.name, version=provider.version, + device=provider.device) + provider_info.f_name = provider.name + provider_info.f_device = provider.device + provider_info.f_version = provider.version + provider_info.f_metadata = provider.metadata.dict() + operator_type = cls.safe_save(ProviderInfo, defaults=provider_info.to_dict(), + f_provider_name=cls.generate_provider_name(provider.name, provider.version, + provider.device)) + # todo: load entrypoint、components、params... + return operator_type + + @classmethod + @filter_parameters() + def query_provider(cls, **kwargs): + return cls._query(ProviderInfo, **kwargs) + + @classmethod + @filter_parameters() + def delete_provider(cls, **kwargs): + result = cls._delete(ProviderInfo, **kwargs) + return result + + @classmethod + def register_default_providers(cls): + # register fate flow + cls.register_provider(cls.get_fate_flow_provider()) + # register fate + cls.register_provider(cls.get_default_fate_provider()) + + @classmethod + def get_fate_flow_provider(cls): + return cls.get_provider( + name="fate_flow", + version=get_versions()["FATEFlow"], + device=ProviderDevice.LOCAL, + metadata={ + "path": get_fate_flow_directory("python"), + "venv": sys.executable + }) + + @classmethod + def get_default_fate_provider(cls): + if not os.path.exists(DEFAULT_FATE_PROVIDER_PATH): + raise Exception(f"default fate provider not exists: {DEFAULT_FATE_PROVIDER_PATH}") + return cls.get_provider( + name="fate", + version=get_versions()["FATE"], + device=ProviderDevice.LOCAL, + metadata={ + "path": DEFAULT_FATE_PROVIDER_PATH, + "venv": sys.executable + }) + + @classmethod + def generate_provider_name(cls, name, version, device): + return f"{name}:{version}@{device}" + + @classmethod + def parser_provider_name(cls, provider_name): + if not provider_name: + return None, None, None + try: + return provider_name.split(":")[0], provider_name.split(":")[1].split("@")[0], provider_name.split(":")[1].split("@")[1] + except: + raise ValueError(f"Provider format should be name:version@device, please check: {provider_name}") + + @classmethod + def check_provider_name(cls, provider_name): + name, version, device = cls.parser_provider_name(provider_name) + if not name or name == "*": + name = DEFAULT_PROVIDER.get("name") + if not version or version == "*": + if not DEFAULT_PROVIDER.get("version"): + DEFAULT_PROVIDER["version"] = get_versions().get(name.upper()) + version = DEFAULT_PROVIDER.get("version") + if not device or device == "*": + device = DEFAULT_PROVIDER.get("device") + provider_info = cls.query_provider(name=name, version=version, device=device) + if not provider_info: + raise ValueError(f"Not found provider[{cls.generate_provider_name(name, version, device)}]") + return cls.generate_provider_name(name, version, device) diff --git a/python/fate_flow/manager/worker_manager.py b/python/fate_flow/manager/worker_manager.py index 920920693..5f9f6a574 100644 --- a/python/fate_flow/manager/worker_manager.py +++ b/python/fate_flow/manager/worker_manager.py @@ -35,7 +35,7 @@ def start_general_worker(cls, worker_name: WorkerName, job_id="", role="", party pass @classmethod - def start_task_worker(cls, worker_name, task: Task, task_parameters, executable: list = None, + def start_task_worker(cls, worker_name, task: Task, task_parameters, executable, extra_env: dict = None, **kwargs): worker_id, config_dir, log_dir = cls.get_process_dirs( worker_name=worker_name, @@ -43,8 +43,8 @@ def start_task_worker(cls, worker_name, task: Task, task_parameters, executable: role=task.f_role, party_id=task.f_party_id, task=task) - env = cls.get_env(task.f_job_id, task.f_provider_info, task_parameters) - # config_path, result_path = cls.get_config(config_dir=config_dir, config=task_parameters) + params_env = cls.get_env(task.f_job_id, task_parameters) + extra_env.update(params_env) specific_cmd = [] if worker_name is WorkerName.TASK_EXECUTOR: from fate_flow.worker.executor import Submit @@ -52,9 +52,9 @@ def start_task_worker(cls, worker_name, task: Task, task_parameters, executable: else: raise Exception(f"not support {worker_name} worker") if executable: - process_cmd = executable + process_cmd = [executable] else: - process_cmd = [env.get("EXECUTOR_ENV") or sys.executable or "python3"] + process_cmd = [os.getenv("EXECUTOR_ENV") or sys.executable or "python3"] common_cmd = [ module_file_path, "component", @@ -67,7 +67,7 @@ def start_task_worker(cls, worker_name, task: Task, task_parameters, executable: process_cmd.extend(common_cmd) process_cmd.extend(specific_cmd) p = process_utils.run_subprocess(job_id=task.f_job_id, config_dir=config_dir, process_cmd=process_cmd, - added_env=env, log_dir=log_dir, cwd_dir=config_dir, process_name=worker_name.value, + added_env=extra_env, log_dir=log_dir, cwd_dir=config_dir, process_name=worker_name.value, process_id=worker_id) cls.save_worker_info(task=task, worker_name=worker_name, worker_id=worker_id, run_ip=RuntimeConfig.JOB_SERVER_HOST, run_pid=p.pid, config=task_parameters, @@ -102,15 +102,12 @@ def get_config(cls, config_dir, config): return config_path, result_path @classmethod - def get_env(cls, job_id, provider_info, task_parameters): - # todo: get env by provider + def get_env(cls, job_id, task_parameters): + # todo: api callback params env = { - "PYTHONPATH": os.getenv("PYTHONPATH"), "FATE_JOB_ID": job_id, "FATE_TASK_CONFIG": yaml.dump(task_parameters), } - if os.getenv("EXECUTOR_ENV"): - env["EXECUTOR_ENV"] = os.getenv("EXECUTOR_ENV") return env @classmethod diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index 00eb81f1e..34f052bdf 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -18,7 +18,7 @@ from fate_flow.entity.engine_types import ComputingEngine from fate_flow.utils import engine_utils from fate_flow.utils.conf_utils import get_base_config, decrypt_database_config -from fate_flow.utils.file_utils import get_fate_flow_directory +from fate_flow.utils.file_utils import get_fate_flow_directory, get_project_base_directory from fate_flow.utils.log_utils import LoggerFactory, getLogger # Server @@ -51,6 +51,7 @@ ENGINES = engine_utils.get_engines() IS_STANDALONE = engine_utils.is_standalone() WORKER = get_base_config("worker", {}) +DEFAULT_PROVIDER = get_base_config("default_provider", {}) DATABASE = decrypt_database_config() @@ -65,6 +66,7 @@ SUPPORT_IGNORE_RESOURCE_ENGINES = { ComputingEngine.EGGROLL, ComputingEngine.STANDALONE } +DEFAULT_FATE_PROVIDER_PATH = get_project_base_directory("python") HEADERS = { "Content-Type": "application/json", diff --git a/python/fate_flow/utils/version.py b/python/fate_flow/utils/version.py index 87eeff58f..0bef3fdd7 100644 --- a/python/fate_flow/utils/version.py +++ b/python/fate_flow/utils/version.py @@ -18,12 +18,12 @@ import dotenv import typing -from fate_flow.utils.file_utils import get_project_base_directory +from fate_flow.utils.file_utils import get_fate_flow_directory def get_versions() -> typing.Mapping[str, typing.Any]: return dotenv.dotenv_values( - dotenv_path=os.path.join(get_project_base_directory(), "fateflow.env") + dotenv_path=os.path.join(get_fate_flow_directory(), "fateflow.env") ) diff --git a/python/fate_flow/utils/wraps_utils.py b/python/fate_flow/utils/wraps_utils.py new file mode 100644 index 000000000..796287abd --- /dev/null +++ b/python/fate_flow/utils/wraps_utils.py @@ -0,0 +1,29 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from functools import wraps + + +def filter_parameters(filter_value=None): + def _inner(func): + @wraps(func) + def _wrapper(*args, **kwargs): + _kwargs = {} + for k, v in kwargs.items(): + if v != filter_value: + _kwargs[k] = v + return func(*args, **_kwargs) + return _wrapper + return _inner From 110f7e31c85964690b606a12352f2be63ab3387e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 24 Feb 2023 18:23:27 +0800 Subject: [PATCH 063/482] fateflow: adjust code Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/data_app.py | 2 +- python/fate_flow/apps/client/job_app.py | 2 +- python/fate_flow/apps/client/output_app.py | 2 +- python/fate_flow/apps/client/provider_app.py | 2 +- python/fate_flow/apps/client/site_app.py | 2 +- python/fate_flow/apps/partner/partner_app.py | 4 +- .../fate_flow/apps/scheduler/scheduler_app.py | 2 +- python/fate_flow/apps/worker/worker_app.py | 2 +- .../components/entrypoint/__init__.py | 14 +++ .../entrypoint/component_cli.py} | 25 ++-- python/fate_flow/controller/job_controller.py | 6 +- .../fate_flow/controller/task_controller.py | 12 +- python/fate_flow/detection/detector.py | 2 +- python/fate_flow/engine/computing/_base.py | 29 +++++ python/fate_flow/engine/computing/_eggroll.py | 9 +- python/fate_flow/engine/computing/_session.py | 4 +- python/fate_flow/engine/computing/_spark.py | 4 +- python/fate_flow/engine/relation_ship.py | 5 +- python/fate_flow/engine/storage/_session.py | 2 +- python/fate_flow/engine/storage/_table.py | 2 +- .../engine/storage/eggroll/_session.py | 2 +- .../engine/storage/standalone/_session.py | 2 +- python/fate_flow/entity/__init__.py | 40 +++++- python/fate_flow/entity/code/__init__.py | 18 +++ python/fate_flow/entity/code/_api.py | 43 +++++++ python/fate_flow/entity/code/_process.py | 24 ++++ python/fate_flow/entity/code/_schedule.py | 27 +++++ python/fate_flow/entity/spec/__init__.py | 19 +++ .../{dag_structures.py => spec/_dag.py} | 0 .../entity/{model_spc.py => spec/_model.py} | 0 .../{provider_spc.py => spec/_provider.py} | 0 .../_scheduler.py} | 0 python/fate_flow/entity/types.py | 114 ------------------ python/fate_flow/entity/types/__init__.py | 23 ++++ .../{address_types.py => types/_address.py} | 0 python/fate_flow/entity/types/_command.py | 21 ++++ .../{engine_types.py => types/_engine.py} | 0 python/fate_flow/entity/types/_federation.py | 30 +++++ .../{output_types.py => types/_output.py} | 0 python/fate_flow/entity/types/_provider.py | 23 ++++ .../{run_status.py => types/_status.py} | 14 --- python/fate_flow/entity/types/_work.py | 28 +++++ python/fate_flow/hub/flow_hub.py | 2 +- .../fate_flow/hub/parser/default/_parser.py | 12 +- python/fate_flow/manager/docker_manager.py | 2 +- python/fate_flow/manager/k8s_manager.py | 2 +- python/fate_flow/manager/model_manager.py | 2 +- python/fate_flow/manager/output_manager.py | 2 +- python/fate_flow/manager/provider_manager.py | 4 +- python/fate_flow/manager/resource_manager.py | 3 +- python/fate_flow/manager/worker_manager.py | 7 +- python/fate_flow/operation/base_saver.py | 2 +- .../component_provider.py} | 7 +- .../scheduler/federated_scheduler.py | 4 +- python/fate_flow/scheduler/job_scheduler.py | 10 +- python/fate_flow/scheduler/task_scheduler.py | 11 +- python/fate_flow/settings.py | 2 +- python/fate_flow/utils/api_utils.py | 4 +- python/fate_flow/utils/data_upload.py | 2 +- python/fate_flow/utils/engine_utils.py | 3 +- python/fate_flow/utils/job_utils.py | 2 +- python/fate_flow/utils/process_utils.py | 4 +- .../worker/{executor.py => fate_executor.py} | 4 +- python/fate_flow/worker/fate_flow_executor.py | 34 ++++++ 64 files changed, 465 insertions(+), 220 deletions(-) create mode 100644 python/fate_flow/components/entrypoint/__init__.py rename python/fate_flow/{entity/_base.py => components/entrypoint/component_cli.py} (66%) create mode 100644 python/fate_flow/entity/code/__init__.py create mode 100644 python/fate_flow/entity/code/_api.py create mode 100644 python/fate_flow/entity/code/_process.py create mode 100644 python/fate_flow/entity/code/_schedule.py create mode 100644 python/fate_flow/entity/spec/__init__.py rename python/fate_flow/entity/{dag_structures.py => spec/_dag.py} (100%) rename python/fate_flow/entity/{model_spc.py => spec/_model.py} (100%) rename python/fate_flow/entity/{provider_spc.py => spec/_provider.py} (100%) rename python/fate_flow/entity/{scheduler_structures.py => spec/_scheduler.py} (100%) delete mode 100644 python/fate_flow/entity/types.py create mode 100644 python/fate_flow/entity/types/__init__.py rename python/fate_flow/entity/{address_types.py => types/_address.py} (100%) create mode 100644 python/fate_flow/entity/types/_command.py rename python/fate_flow/entity/{engine_types.py => types/_engine.py} (100%) create mode 100644 python/fate_flow/entity/types/_federation.py rename python/fate_flow/entity/{output_types.py => types/_output.py} (100%) create mode 100644 python/fate_flow/entity/types/_provider.py rename python/fate_flow/entity/{run_status.py => types/_status.py} (94%) create mode 100644 python/fate_flow/entity/types/_work.py rename python/fate_flow/{entity/_component_provider.py => runtime/component_provider.py} (91%) rename python/fate_flow/worker/{executor.py => fate_executor.py} (96%) create mode 100644 python/fate_flow/worker/fate_flow_executor.py diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 341f758fa..fc8a30836 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -16,7 +16,7 @@ from webargs import fields from fate_flow.engine import storage -from fate_flow.entity.types import ReturnCode +from fate_flow.entity.code import ReturnCode from fate_flow.manager.data_manager import DataManager from fate_flow.utils.api_utils import get_json_result, validate_request_json, validate_request_params from fate_flow.utils.data_upload import Upload, UploadParam diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index 505fcf529..597d5c965 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -16,7 +16,7 @@ from webargs import fields from fate_flow.controller.job_controller import JobController -from fate_flow.entity.types import ReturnCode +from fate_flow.entity.code import ReturnCode from fate_flow.utils.api_utils import get_json_result, validate_request_json diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 54eb815a6..4112087b6 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -15,7 +15,7 @@ # from webargs import fields -from fate_flow.entity.types import ReturnCode +from fate_flow.entity.code import ReturnCode from fate_flow.manager.model_manager import PipelinedModel from fate_flow.manager.output_manager import OutputMetric from fate_flow.operation.job_saver import JobSaver diff --git a/python/fate_flow/apps/client/provider_app.py b/python/fate_flow/apps/client/provider_app.py index 472d881e9..cbd100f04 100644 --- a/python/fate_flow/apps/client/provider_app.py +++ b/python/fate_flow/apps/client/provider_app.py @@ -15,7 +15,7 @@ # from webargs import fields -from fate_flow.entity.types import ReturnCode +from fate_flow.entity.code import ReturnCode from fate_flow.manager.provider_manager import ProviderManager from fate_flow.utils.api_utils import validate_request_json, get_json_result, validate_request_params diff --git a/python/fate_flow/apps/client/site_app.py b/python/fate_flow/apps/client/site_app.py index 814a9a3cd..52a43e94b 100644 --- a/python/fate_flow/apps/client/site_app.py +++ b/python/fate_flow/apps/client/site_app.py @@ -15,7 +15,7 @@ # from webargs import fields -from fate_flow.entity.types import ReturnCode +from fate_flow.entity.code import ReturnCode from fate_flow.settings import PARTY_ID, IS_STANDALONE from fate_flow.utils.api_utils import get_json_result diff --git a/python/fate_flow/apps/partner/partner_app.py b/python/fate_flow/apps/partner/partner_app.py index 261521ad1..041703618 100644 --- a/python/fate_flow/apps/partner/partner_app.py +++ b/python/fate_flow/apps/partner/partner_app.py @@ -17,8 +17,8 @@ from fate_flow.controller.job_controller import JobController from fate_flow.controller.task_controller import TaskController -from fate_flow.entity.run_status import TaskStatus -from fate_flow.entity.types import ReturnCode +from fate_flow.entity.types import TaskStatus +from fate_flow.entity.code import ReturnCode from fate_flow.manager.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver from fate_flow.utils.api_utils import get_json_result, job_request_json, task_request_json diff --git a/python/fate_flow/apps/scheduler/scheduler_app.py b/python/fate_flow/apps/scheduler/scheduler_app.py index b82fe537f..1c89430cd 100644 --- a/python/fate_flow/apps/scheduler/scheduler_app.py +++ b/python/fate_flow/apps/scheduler/scheduler_app.py @@ -14,7 +14,7 @@ # limitations under the License. from webargs import fields -from fate_flow.entity.dag_structures import DAGSchema +from fate_flow.entity.spec import DAGSchema from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.scheduler.job_scheduler import DAGScheduler from fate_flow.utils.api_utils import get_json_result, validate_request_json, task_request_json diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 8b410191d..fa6488ea5 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -16,7 +16,7 @@ from webargs import fields from fate_flow.controller.task_controller import TaskController -from fate_flow.entity.types import ReturnCode +from fate_flow.entity.code import ReturnCode from fate_flow.manager.model_manager import PipelinedModel from fate_flow.manager.output_manager import OutputDataTracking, OutputMetric from fate_flow.operation.job_saver import JobSaver diff --git a/python/fate_flow/components/entrypoint/__init__.py b/python/fate_flow/components/entrypoint/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/fate_flow/components/entrypoint/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/fate_flow/entity/_base.py b/python/fate_flow/components/entrypoint/component_cli.py similarity index 66% rename from python/fate_flow/entity/_base.py rename to python/fate_flow/components/entrypoint/component_cli.py index 8e47195a4..ba1d03f3a 100644 --- a/python/fate_flow/entity/_base.py +++ b/python/fate_flow/components/entrypoint/component_cli.py @@ -12,22 +12,19 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -# -from pydantic import BaseModel as Base - -from fate_flow.utils.base_utils import BaseType +import click -class BaseEntity(BaseType): - pass +@click.group() +def component(): + """ + Manipulate components: execute, list, generate describe file + """ -class BaseModel(Base): - def to_dict(self): - d = {} - for k, v in self.__dict__.items(): - d[k] = v - return d +@component.command() +@click.option("--config", required=False, type=click.File(), help="config path") +def execute(config): + # todo: + pass - def __str__(self): - return str(self.to_dict()) \ No newline at end of file diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 4a4e054a9..632dd71f7 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -14,9 +14,9 @@ # limitations under the License. # from fate_flow.controller.task_controller import TaskController -from fate_flow.entity.dag_structures import DAGSchema, JobConfSpec -from fate_flow.entity.run_status import EndStatus, JobStatus, TaskStatus -from fate_flow.entity.types import ReturnCode +from fate_flow.entity.spec import DAGSchema, JobConfSpec +from fate_flow.entity.types import EndStatus, JobStatus, TaskStatus +from fate_flow.entity.code import ReturnCode from fate_flow.manager.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver from fate_flow.scheduler.federated_scheduler import FederatedScheduler diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index 794dd3db5..c25246b64 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -18,13 +18,14 @@ from fate_flow.db.db_models import Task from fate_flow.db.schedule_models import ScheduleTask, ScheduleJob, ScheduleTaskStatus from fate_flow.engine.computing import build_engine -from fate_flow.entity.dag_structures import DAGSchema +from fate_flow.entity.spec import DAGSchema from fate_flow.hub.flow_hub import FlowHub from fate_flow.manager.provider_manager import ProviderManager from fate_flow.manager.resource_manager import ResourceManager from fate_flow.manager.worker_manager import WorkerManager from fate_flow.scheduler.federated_scheduler import FederatedScheduler -from fate_flow.entity.run_status import EndStatus, TaskStatus, FederatedSchedulingStatusCode +from fate_flow.entity.types import EndStatus, TaskStatus +from fate_flow.entity.code import FederatedSchedulingStatusCode from fate_flow.operation.job_saver import JobSaver, ScheduleJobSaver from fate_flow.utils import job_utils from fate_flow.utils.base_utils import current_timestamp, json_dumps @@ -55,10 +56,8 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, need_run = task_parser.need_run schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} need run status {need_run}") task_parameters = task_parser.task_parameters.dict() - provider_name = ProviderManager.check_provider_name(task_parser.task_runtime_conf.get("provider")) schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} task_parameters" f" {task_parameters}") - schedule_logger(job_id).info(f"task provider: {provider_name}") if is_scheduler: if need_run: task = ScheduleTask() @@ -73,6 +72,11 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task.f_parties = [party.dict() for party in dag_schema.dag.parties] ScheduleJobSaver.create_task(task.to_human_model_dict()) else: + schedule_logger(job_id).info(f"start check task {task_name} role {role} part id {party_id} provider") + provider_name = task_parser.task_runtime_conf.get("provider") + schedule_logger(job_id).info(f"source provider name: {provider_name}") + provider_name = ProviderManager.check_provider_name(provider_name) + schedule_logger(job_id).info(f"update provider name to {provider_name}") task = Task() task.f_job_id = job_id task.f_role = role diff --git a/python/fate_flow/detection/detector.py b/python/fate_flow/detection/detector.py index 1838474b2..3c5d15234 100644 --- a/python/fate_flow/detection/detector.py +++ b/python/fate_flow/detection/detector.py @@ -16,7 +16,7 @@ import time from fate_flow.engine.computing import build_engine -from fate_flow.entity.run_status import TaskStatus, JobStatus +from fate_flow.entity.types import TaskStatus, JobStatus from fate_flow.operation.job_saver import JobSaver from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.scheduler.federated_scheduler import FederatedScheduler diff --git a/python/fate_flow/engine/computing/_base.py b/python/fate_flow/engine/computing/_base.py index dc781c9ac..0904f339a 100644 --- a/python/fate_flow/engine/computing/_base.py +++ b/python/fate_flow/engine/computing/_base.py @@ -16,9 +16,11 @@ import abc +import sys import typing from fate_flow.db.db_models import Task +from fate_flow.entity.types import LocalProviderName class EngineABC(metaclass=abc.ABCMeta): @@ -33,3 +35,30 @@ def kill(self, task: Task): @abc.abstractmethod def is_alive(self, task: Task): ... + + +class LocalEngine(object): + @staticmethod + def generate_cmd(local_provider_name): + + if local_provider_name == LocalProviderName.FATE: + from fate_flow.worker.fate_executor import FateSubmit + module_file_path = sys.modules[FateSubmit.__module__].__file__ + common_cmd = [ + module_file_path, + "component", + "execute", + "--env-name", + "FATE_TASK_CONFIG", + ] + + elif local_provider_name == LocalProviderName.FATE_FLOW: + from fate_flow.worker.fate_flow_executor import FateFlowSubmit + module_file_path = sys.modules[FateFlowSubmit.__module__].__file__ + common_cmd = [ + module_file_path, + "component", + "execute", + "--env-name", + "FATE_TASK_CONFIG", + ] \ No newline at end of file diff --git a/python/fate_flow/engine/computing/_eggroll.py b/python/fate_flow/engine/computing/_eggroll.py index fe8882645..6c3a9e013 100644 --- a/python/fate_flow/engine/computing/_eggroll.py +++ b/python/fate_flow/engine/computing/_eggroll.py @@ -17,12 +17,11 @@ from fate_flow.db.db_models import Task from fate_flow.engine.computing._base import EngineABC -from fate_flow.entity import ProviderDevice, ComponentProvider -from fate_flow.entity.run_status import TaskStatus -from fate_flow.entity.types import KillProcessRetCode, WorkerName +from fate_flow.entity.types import ProviderDevice, TaskStatus, WorkerName +from fate_flow.entity.code import KillProcessRetCode from fate_flow.manager.worker_manager import WorkerManager from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.settings import LOG_DIRECTORY, LOCAL_DATA_STORE_PATH +from fate_flow.runtime.component_provider import ComponentProvider from fate_flow.utils import job_utils, process_utils from fate_flow.utils.log_utils import schedule_logger @@ -35,7 +34,7 @@ def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_d return WorkerManager.start_task_worker( worker_name=WorkerName.TASK_EXECUTOR, task=task, extra_env={"PYTHONPATH": self.provider.python_path}, - executable=self.provider.python_env, + executable=[self.provider.python_env], task_parameters=run_parameters ) diff --git a/python/fate_flow/engine/computing/_session.py b/python/fate_flow/engine/computing/_session.py index b6758138f..eb5d5b978 100644 --- a/python/fate_flow/engine/computing/_session.py +++ b/python/fate_flow/engine/computing/_session.py @@ -15,9 +15,9 @@ # from fate_flow.engine.computing._eggroll import ContainerdEggrollEngine, LocalEggrollEngine from fate_flow.engine.computing._spark import SparkEngine -from fate_flow.entity import ProviderDevice, ComponentProvider -from fate_flow.entity.engine_types import ComputingEngine, EngineType +from fate_flow.entity.types import ComputingEngine, EngineType, ProviderDevice from fate_flow.manager.provider_manager import ProviderManager +from fate_flow.runtime.component_provider import ComponentProvider from fate_flow.settings import ENGINES diff --git a/python/fate_flow/engine/computing/_spark.py b/python/fate_flow/engine/computing/_spark.py index a76792bc7..48d107978 100644 --- a/python/fate_flow/engine/computing/_spark.py +++ b/python/fate_flow/engine/computing/_spark.py @@ -17,8 +17,8 @@ from fate_flow.db.db_models import Task from fate_flow.engine.computing._base import EngineABC -from fate_flow.entity.run_status import TaskStatus -from fate_flow.entity.types import KillProcessRetCode, WorkerName +from fate_flow.entity.code import KillProcessRetCode +from fate_flow.entity.types import TaskStatus, WorkerName from fate_flow.manager.worker_manager import WorkerManager from fate_flow.utils import job_utils, process_utils diff --git a/python/fate_flow/engine/relation_ship.py b/python/fate_flow/engine/relation_ship.py index 8e79cd7db..c050deeaf 100644 --- a/python/fate_flow/engine/relation_ship.py +++ b/python/fate_flow/engine/relation_ship.py @@ -13,9 +13,8 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.entity.address_types import StandaloneAddress, EggRollAddress, HDFSAddress, MysqlAddress, HiveAddress, LocalFSAddress, PathAddress, \ - ApiAddress -from fate_flow.entity.engine_types import ComputingEngine, StorageEngine, FederationEngine, EngineType +from fate_flow.entity.types import StandaloneAddress, EggRollAddress, HDFSAddress, MysqlAddress, HiveAddress, LocalFSAddress, PathAddress, \ + ApiAddress, ComputingEngine, StorageEngine, FederationEngine, EngineType class Relationship(object): diff --git a/python/fate_flow/engine/storage/_session.py b/python/fate_flow/engine/storage/_session.py index 32fe87c8b..050806689 100644 --- a/python/fate_flow/engine/storage/_session.py +++ b/python/fate_flow/engine/storage/_session.py @@ -23,7 +23,7 @@ from fate_flow.engine.abc import StorageSessionABC, StorageTableABC, StorageTableMetaABC from fate_flow.engine.storage._table import StorageTableMeta -from fate_flow.entity.engine_types import EngineType, StorageEngine +from fate_flow.entity.types import EngineType, StorageEngine from fate_flow.settings import ENGINES from fate_flow.utils import base_utils from fate_flow.utils.log import getLogger diff --git a/python/fate_flow/engine/storage/_table.py b/python/fate_flow/engine/storage/_table.py index 43d6a3fb5..85201b511 100644 --- a/python/fate_flow/engine/storage/_table.py +++ b/python/fate_flow/engine/storage/_table.py @@ -25,7 +25,7 @@ from fate_flow.engine.abc import StorageTableMetaABC, StorageTableABC from fate_flow.engine.relation_ship import Relationship -from fate_flow.entity.address_types import AddressABC +from fate_flow.entity.types import AddressABC from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.log import getLogger diff --git a/python/fate_flow/engine/storage/eggroll/_session.py b/python/fate_flow/engine/storage/eggroll/_session.py index 6f5290714..333576d67 100644 --- a/python/fate_flow/engine/storage/eggroll/_session.py +++ b/python/fate_flow/engine/storage/eggroll/_session.py @@ -18,7 +18,7 @@ from eggroll.roll_pair.roll_pair import RollPairContext from fate_flow.engine.storage import EggRollStoreType, StorageEngine, StorageSessionBase from fate_flow.engine.storage.eggroll import StorageTable -from fate_flow.entity.address_types import AddressABC, EggRollAddress +from fate_flow.entity.types import AddressABC, EggRollAddress class StorageSession(StorageSessionBase): diff --git a/python/fate_flow/engine/storage/standalone/_session.py b/python/fate_flow/engine/storage/standalone/_session.py index 6e0107415..6afa1941b 100644 --- a/python/fate_flow/engine/storage/standalone/_session.py +++ b/python/fate_flow/engine/storage/standalone/_session.py @@ -15,7 +15,7 @@ # from fate_flow.engine.storage import StorageSessionBase, StorageEngine from fate_flow.engine.storage.standalone._standalone import Session -from fate_flow.entity.address_types import AddressABC, StandaloneAddress +from fate_flow.entity.types import AddressABC, StandaloneAddress class StorageSession(StorageSessionBase): diff --git a/python/fate_flow/entity/__init__.py b/python/fate_flow/entity/__init__.py index 5ffc7c40f..e13d2b4e6 100644 --- a/python/fate_flow/entity/__init__.py +++ b/python/fate_flow/entity/__init__.py @@ -13,5 +13,41 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from ._base import BaseEntity, BaseModel -from ._component_provider import ComponentProvider, ProviderDevice +from enum import Enum + +from pydantic import BaseModel as Base + +from fate_flow.utils.base_utils import BaseType + + +class BaseEntity(BaseType): + pass + + +class BaseModel(Base): + def to_dict(self): + d = {} + for k, v in self.__dict__.items(): + d[k] = v + return d + + def __str__(self): + return str(self.to_dict()) + + +class CustomEnum(Enum): + @classmethod + def valid(cls, value): + try: + cls(value) + return True + except: + return False + + @classmethod + def values(cls): + return [member.value for member in cls.__members__.values()] + + @classmethod + def names(cls): + return [member.name for member in cls.__members__.values()] \ No newline at end of file diff --git a/python/fate_flow/entity/code/__init__.py b/python/fate_flow/entity/code/__init__.py new file mode 100644 index 000000000..868f7c581 --- /dev/null +++ b/python/fate_flow/entity/code/__init__.py @@ -0,0 +1,18 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from ._schedule import * +from ._api import * +from ._process import * diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py new file mode 100644 index 000000000..f3d388c4a --- /dev/null +++ b/python/fate_flow/entity/code/_api.py @@ -0,0 +1,43 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +class ReturnCode: + + class Base: + SUCCESS = 0 + EXCEPTION_ERROR = 100 + + class Job: + NOT_FOUND = 1000 + CREATE_JOB_FAILED = 1001 + UPDATE_STATUS_FAILED = 1002 + UPDATE_FAILED = 1003 + KILL_FAILED = 1004 + APPLY_RESOURCE_FAILED = 1005 + + class Task: + NOT_FOUND = 2000 + START_FAILED = 2001 + UPDATE_STATUS_FAILED = 2002 + UPDATE_FAILED = 2003 + KILL_FAILED = 2004 + APPLY_RESOURCE_FAILED = 2005 + + class Site: + IS_STANDALONE = 3000 + + class Provider: + PARAMS_ERROR = 4000 + DEVICE_NOT_SUPPORTED = 4001 diff --git a/python/fate_flow/entity/code/_process.py b/python/fate_flow/entity/code/_process.py new file mode 100644 index 000000000..15ace6ed0 --- /dev/null +++ b/python/fate_flow/entity/code/_process.py @@ -0,0 +1,24 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from enum import IntEnum + +from fate_flow.entity import CustomEnum + + +class KillProcessRetCode(IntEnum, CustomEnum): + KILLED = 0 + NOT_FOUND = 1 + ERROR_PID = 2 diff --git a/python/fate_flow/entity/code/_schedule.py b/python/fate_flow/entity/code/_schedule.py new file mode 100644 index 000000000..38300bd4c --- /dev/null +++ b/python/fate_flow/entity/code/_schedule.py @@ -0,0 +1,27 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +class SchedulingStatusCode(object): + SUCCESS = 0 + NO_RESOURCE = 1 + PASS = 1 + NO_NEXT = 2 + HAVE_NEXT = 3 + FAILED = 4 + + +class FederatedSchedulingStatusCode(object): + SUCCESS = 0 + FAILED = 1 diff --git a/python/fate_flow/entity/spec/__init__.py b/python/fate_flow/entity/spec/__init__.py new file mode 100644 index 000000000..9bb728198 --- /dev/null +++ b/python/fate_flow/entity/spec/__init__.py @@ -0,0 +1,19 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from ._dag import * +from ._model import * +from ._provider import * +from ._scheduler import * diff --git a/python/fate_flow/entity/dag_structures.py b/python/fate_flow/entity/spec/_dag.py similarity index 100% rename from python/fate_flow/entity/dag_structures.py rename to python/fate_flow/entity/spec/_dag.py diff --git a/python/fate_flow/entity/model_spc.py b/python/fate_flow/entity/spec/_model.py similarity index 100% rename from python/fate_flow/entity/model_spc.py rename to python/fate_flow/entity/spec/_model.py diff --git a/python/fate_flow/entity/provider_spc.py b/python/fate_flow/entity/spec/_provider.py similarity index 100% rename from python/fate_flow/entity/provider_spc.py rename to python/fate_flow/entity/spec/_provider.py diff --git a/python/fate_flow/entity/scheduler_structures.py b/python/fate_flow/entity/spec/_scheduler.py similarity index 100% rename from python/fate_flow/entity/scheduler_structures.py rename to python/fate_flow/entity/spec/_scheduler.py diff --git a/python/fate_flow/entity/types.py b/python/fate_flow/entity/types.py deleted file mode 100644 index 3e144abff..000000000 --- a/python/fate_flow/entity/types.py +++ /dev/null @@ -1,114 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -from enum import IntEnum, Enum - - -class CustomEnum(Enum): - @classmethod - def valid(cls, value): - try: - cls(value) - return True - except: - return False - - @classmethod - def values(cls): - return [member.value for member in cls.__members__.values()] - - @classmethod - def names(cls): - return [member.name for member in cls.__members__.values()] - - -class ProcessRole(CustomEnum): - DRIVER = "driver" - WORKER = "worker" - - -class ResourceOperation(CustomEnum): - APPLY = "apply" - RETURN = "return" - - -class CoordinationCommunicationProtocol(object): - HTTP = "http" - GRPC = "grpc" - - -class FederatedMode(object): - SINGLE = "SINGLE" - MULTIPLE = "MULTIPLE" - - def is_single(self, value): - return value == self.SINGLE - - def is_multiple(self, value): - return value == self.MULTIPLE - - -class KillProcessRetCode(IntEnum, CustomEnum): - KILLED = 0 - NOT_FOUND = 1 - ERROR_PID = 2 - - -class WorkerName(CustomEnum): - TASK_EXECUTOR = "task_executor" - TASK_INITIALIZER = "task_initializer" - PROVIDER_REGISTRAR = "provider_registrar" - DEPENDENCE_UPLOAD = "dependence_upload" - - -class ArtifactSourceType(object): - TASK_OUTPUT_ARTIFACT = "task_output_artifact" - MODEL_WAREHOUSE = "model_warehouse" - - -class Stage(object): - TRAIN = "train" - PREDICT = "predict" - DEFAULT = "default" - - -class ReturnCode: - - class Base: - SUCCESS = 0 - EXCEPTION_ERROR = 100 - - class Job: - NOT_FOUND = 1000 - CREATE_JOB_FAILED = 1001 - UPDATE_STATUS_FAILED = 1002 - UPDATE_FAILED = 1003 - KILL_FAILED = 1004 - APPLY_RESOURCE_FAILED = 1005 - - class Task: - NOT_FOUND = 2000 - START_FAILED = 2001 - UPDATE_STATUS_FAILED = 2002 - UPDATE_FAILED = 2003 - KILL_FAILED = 2004 - APPLY_RESOURCE_FAILED = 2005 - - class Site: - IS_STANDALONE = 3000 - - class Provider: - PARAMS_ERROR = 4000 - DEVICE_NOT_SUPPORTED = 4001 diff --git a/python/fate_flow/entity/types/__init__.py b/python/fate_flow/entity/types/__init__.py new file mode 100644 index 000000000..a382352d7 --- /dev/null +++ b/python/fate_flow/entity/types/__init__.py @@ -0,0 +1,23 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from ._work import * +from ._address import * +from ._engine import * +from ._output import * +from ._provider import * +from ._status import * +from ._federation import * +from ._command import * diff --git a/python/fate_flow/entity/address_types.py b/python/fate_flow/entity/types/_address.py similarity index 100% rename from python/fate_flow/entity/address_types.py rename to python/fate_flow/entity/types/_address.py diff --git a/python/fate_flow/entity/types/_command.py b/python/fate_flow/entity/types/_command.py new file mode 100644 index 000000000..6775a750f --- /dev/null +++ b/python/fate_flow/entity/types/_command.py @@ -0,0 +1,21 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from fate_flow.entity import CustomEnum + + +class ResourceOperation(CustomEnum): + APPLY = "apply" + RETURN = "return" diff --git a/python/fate_flow/entity/engine_types.py b/python/fate_flow/entity/types/_engine.py similarity index 100% rename from python/fate_flow/entity/engine_types.py rename to python/fate_flow/entity/types/_engine.py diff --git a/python/fate_flow/entity/types/_federation.py b/python/fate_flow/entity/types/_federation.py new file mode 100644 index 000000000..7ca3d1c1c --- /dev/null +++ b/python/fate_flow/entity/types/_federation.py @@ -0,0 +1,30 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +class CoordinationCommunicationProtocol(object): + HTTP = "http" + GRPC = "grpc" + + +class FederatedMode(object): + SINGLE = "SINGLE" + MULTIPLE = "MULTIPLE" + + def is_single(self, value): + return value == self.SINGLE + + def is_multiple(self, value): + return value == self.MULTIPLE + diff --git a/python/fate_flow/entity/output_types.py b/python/fate_flow/entity/types/_output.py similarity index 100% rename from python/fate_flow/entity/output_types.py rename to python/fate_flow/entity/types/_output.py diff --git a/python/fate_flow/entity/types/_provider.py b/python/fate_flow/entity/types/_provider.py new file mode 100644 index 000000000..dda6cca16 --- /dev/null +++ b/python/fate_flow/entity/types/_provider.py @@ -0,0 +1,23 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +class ProviderDevice(object): + LOCAL = "local" + DOCKER = "docker" + K8S = "k8s" + + +class LocalProviderName(object): + FATE = "fate" + FATE_FLOW = "fate_flow" diff --git a/python/fate_flow/entity/run_status.py b/python/fate_flow/entity/types/_status.py similarity index 94% rename from python/fate_flow/entity/run_status.py rename to python/fate_flow/entity/types/_status.py index 8d725e700..062b5b809 100644 --- a/python/fate_flow/entity/run_status.py +++ b/python/fate_flow/entity/types/_status.py @@ -128,17 +128,3 @@ class SuccessStatus(BaseStatus): class AutoRerunStatus(BaseStatus): TIMEOUT = StatusSet.TIMEOUT FAILED = StatusSet.FAILED - - -class SchedulingStatusCode(object): - SUCCESS = 0 - NO_RESOURCE = 1 - PASS = 1 - NO_NEXT = 2 - HAVE_NEXT = 3 - FAILED = 4 - - -class FederatedSchedulingStatusCode(object): - SUCCESS = 0 - FAILED = 1 diff --git a/python/fate_flow/entity/types/_work.py b/python/fate_flow/entity/types/_work.py new file mode 100644 index 000000000..a89e9edda --- /dev/null +++ b/python/fate_flow/entity/types/_work.py @@ -0,0 +1,28 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from fate_flow.entity import CustomEnum + + +class ProcessRole(CustomEnum): + DRIVER = "driver" + WORKER = "worker" + + +class WorkerName(CustomEnum): + TASK_EXECUTOR = "task_executor" + TASK_INITIALIZER = "task_initializer" + PROVIDER_REGISTRAR = "provider_registrar" + DEPENDENCE_UPLOAD = "dependence_upload" diff --git a/python/fate_flow/hub/flow_hub.py b/python/fate_flow/hub/flow_hub.py index 1e3656cdb..46c28abc7 100644 --- a/python/fate_flow/hub/flow_hub.py +++ b/python/fate_flow/hub/flow_hub.py @@ -12,7 +12,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.entity.dag_structures import DAGSchema +from fate_flow.entity.spec import DAGSchema class FlowHub: diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index f86b65a1e..6bf5c9043 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -22,23 +22,27 @@ from ._federation import StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, PulsarFederationSpec, \ RabbitMQFederationSpec -from fate_flow.entity.dag_structures import ComponentSpec, RuntimeInputDefinition, ModelWarehouseChannelSpec, InputChannelSpec, DAGSchema,\ +from fate_flow.entity.spec import ComponentSpec, RuntimeInputDefinition, ModelWarehouseChannelSpec, InputChannelSpec, DAGSchema,\ RuntimeTaskOutputChannelSpec, TaskScheduleSpec, TaskRuntimeInputSpec, IOArtifact, OutputSpec, \ OutputMetricSpec, OutputModelSpec, OutputDataSpec, MLMDSpec, LOGGERSpec, ComputingBackendSpec, \ RuntimeConfSpec -from fate_flow.entity.types import ArtifactSourceType from fate_flow.manager.output_manager import OutputDataTracking from fate_flow.operation.job_saver import JobSaver from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.settings import ENGINES, LOCAL_DATA_STORE_PATH, BASE_URI, PROXY, FATE_FLOW_CONF_PATH from fate_flow.utils import job_utils, file_utils -from fate_flow.entity.engine_types import StorageEngine, EngineType, FederationEngine -from fate_flow.entity.scheduler_structures import SchedulerInfoSpec +from fate_flow.entity.types import StorageEngine, EngineType, FederationEngine +from fate_flow.entity.spec import SchedulerInfoSpec from fate_flow.utils.log_utils import schedule_logger from .. import TaskParserABC, JobParserABC +class ArtifactSourceType(object): + TASK_OUTPUT_ARTIFACT = "task_output_artifact" + MODEL_WAREHOUSE = "model_warehouse" + + class TaskNodeInfo(object): def __init__(self): self._runtime_parameters = None diff --git a/python/fate_flow/manager/docker_manager.py b/python/fate_flow/manager/docker_manager.py index 2eb0f3594..77511bb48 100644 --- a/python/fate_flow/manager/docker_manager.py +++ b/python/fate_flow/manager/docker_manager.py @@ -14,7 +14,7 @@ # limitations under the License. import docker -from fate_flow.entity import ComponentProvider +from fate_flow.runtime.component_provider import ComponentProvider from fate_flow.settings import LOG_DIRECTORY, LOCAL_DATA_STORE_PATH diff --git a/python/fate_flow/manager/k8s_manager.py b/python/fate_flow/manager/k8s_manager.py index 8a9af4ab3..0e23ba2fc 100644 --- a/python/fate_flow/manager/k8s_manager.py +++ b/python/fate_flow/manager/k8s_manager.py @@ -18,7 +18,7 @@ from kubernetes import client, config from ruamel import yaml -from fate_flow.entity import ComponentProvider +from fate_flow.runtime.component_provider import ComponentProvider from fate_flow.settings import WORKER from fate_flow.utils.conf_utils import get_base_config from fate_flow.utils.log import getLogger diff --git a/python/fate_flow/manager/model_manager.py b/python/fate_flow/manager/model_manager.py index 088ec5514..7b52a770f 100644 --- a/python/fate_flow/manager/model_manager.py +++ b/python/fate_flow/manager/model_manager.py @@ -23,7 +23,7 @@ from fate_flow.db.base_models import BaseModelOperate from fate_flow.db.db_models import PipelineModelMeta -from fate_flow.entity.model_spc import MLModelSpec +from fate_flow.entity.spec import MLModelSpec from fate_flow.settings import ( CACHE_MODEL_STORE_PATH, SOURCE_MODEL_STORE_PATH, diff --git a/python/fate_flow/manager/output_manager.py b/python/fate_flow/manager/output_manager.py index bf18f8b46..ab17378db 100644 --- a/python/fate_flow/manager/output_manager.py +++ b/python/fate_flow/manager/output_manager.py @@ -16,7 +16,7 @@ from fate_flow.db.base_models import DB, BaseModelOperate from fate_flow.db.db_models import TrackingOutputInfo, Metric -from fate_flow.entity.output_types import MetricData +from fate_flow.entity.types import MetricData from fate_flow.utils import db_utils from fate_flow.utils.log_utils import schedule_logger diff --git a/python/fate_flow/manager/provider_manager.py b/python/fate_flow/manager/provider_manager.py index c815f0c7c..391207b49 100644 --- a/python/fate_flow/manager/provider_manager.py +++ b/python/fate_flow/manager/provider_manager.py @@ -19,9 +19,9 @@ from fate_flow.db import ProviderInfo from fate_flow.db.base_models import DB, BaseModelOperate -from fate_flow.entity.provider_spc import ProviderSpec, LocalProviderSpec, DockerProviderSpec, K8sProviderSpec +from fate_flow.entity.spec import ProviderSpec, LocalProviderSpec, DockerProviderSpec, K8sProviderSpec from fate_flow.settings import DEFAULT_FATE_PROVIDER_PATH, DEFAULT_PROVIDER -from fate_flow.entity import ComponentProvider, ProviderDevice +from fate_flow.runtime.component_provider import ComponentProvider, ProviderDevice from fate_flow.utils.file_utils import get_fate_flow_directory from fate_flow.utils.version import get_versions from fate_flow.utils.wraps_utils import filter_parameters diff --git a/python/fate_flow/manager/resource_manager.py b/python/fate_flow/manager/resource_manager.py index 0243201a0..f69336b8b 100644 --- a/python/fate_flow/manager/resource_manager.py +++ b/python/fate_flow/manager/resource_manager.py @@ -17,8 +17,7 @@ from fate_flow.db.base_models import DB from fate_flow.db.db_models import EngineRegistry, Job -from fate_flow.entity.engine_types import EngineType -from fate_flow.entity.types import ResourceOperation +from fate_flow.entity.types import EngineType, ResourceOperation from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.settings import stat_logger, IGNORE_RESOURCE_ROLES, ENGINES from fate_flow.utils import engine_utils, base_utils, job_utils diff --git a/python/fate_flow/manager/worker_manager.py b/python/fate_flow/manager/worker_manager.py index 5f9f6a574..cdbd0544d 100644 --- a/python/fate_flow/manager/worker_manager.py +++ b/python/fate_flow/manager/worker_manager.py @@ -47,12 +47,12 @@ def start_task_worker(cls, worker_name, task: Task, task_parameters, executable, extra_env.update(params_env) specific_cmd = [] if worker_name is WorkerName.TASK_EXECUTOR: - from fate_flow.worker.executor import Submit - module_file_path = sys.modules[Submit.__module__].__file__ + from fate_flow.worker.fate_executor import FateSubmit + module_file_path = sys.modules[FateSubmit.__module__].__file__ else: raise Exception(f"not support {worker_name} worker") if executable: - process_cmd = [executable] + process_cmd = executable else: process_cmd = [os.getenv("EXECUTOR_ENV") or sys.executable or "python3"] common_cmd = [ @@ -65,7 +65,6 @@ def start_task_worker(cls, worker_name, task: Task, task_parameters, executable, "FATE_TASK_CONFIG", ] process_cmd.extend(common_cmd) - process_cmd.extend(specific_cmd) p = process_utils.run_subprocess(job_id=task.f_job_id, config_dir=config_dir, process_cmd=process_cmd, added_env=extra_env, log_dir=log_dir, cwd_dir=config_dir, process_name=worker_name.value, process_id=worker_id) diff --git a/python/fate_flow/operation/base_saver.py b/python/fate_flow/operation/base_saver.py index dcafd0cc3..7a74e5b34 100644 --- a/python/fate_flow/operation/base_saver.py +++ b/python/fate_flow/operation/base_saver.py @@ -19,7 +19,7 @@ from fate_flow.db.base_models import DB, BaseModelOperate from fate_flow.db.db_models import Task, Job from fate_flow.db.schedule_models import ScheduleTask, ScheduleTaskStatus, ScheduleJob -from fate_flow.entity.run_status import JobStatus, TaskStatus, EndStatus +from fate_flow.entity.types import JobStatus, TaskStatus, EndStatus from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.log_utils import schedule_logger, sql_logger diff --git a/python/fate_flow/entity/_component_provider.py b/python/fate_flow/runtime/component_provider.py similarity index 91% rename from python/fate_flow/entity/_component_provider.py rename to python/fate_flow/runtime/component_provider.py index 3bb219919..d30474a5e 100644 --- a/python/fate_flow/entity/_component_provider.py +++ b/python/fate_flow/runtime/component_provider.py @@ -16,7 +16,7 @@ from typing import Union from fate_flow.entity import BaseEntity -from fate_flow.entity.provider_spc import ProviderSpec, LocalProviderSpec, DockerProviderSpec, K8sProviderSpec +from fate_flow.entity.spec import ProviderSpec, LocalProviderSpec, DockerProviderSpec, K8sProviderSpec class ProviderDevice(object): @@ -25,6 +25,11 @@ class ProviderDevice(object): K8S = "k8s" +class LocalProviderName(object): + FATE = "fate" + FATE_FLOW = "fate_flow" + + class ComponentProvider(BaseEntity): def __init__(self, provider_info: ProviderSpec): self._name = provider_info.name diff --git a/python/fate_flow/scheduler/federated_scheduler.py b/python/fate_flow/scheduler/federated_scheduler.py index 26322a2e0..b2835620f 100644 --- a/python/fate_flow/scheduler/federated_scheduler.py +++ b/python/fate_flow/scheduler/federated_scheduler.py @@ -15,8 +15,8 @@ # from functools import wraps -from fate_flow.entity.run_status import FederatedSchedulingStatusCode -from fate_flow.entity.types import ReturnCode +from fate_flow.entity.code import FederatedSchedulingStatusCode +from fate_flow.entity.code import ReturnCode from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.utils.log_utils import schedule_logger diff --git a/python/fate_flow/scheduler/job_scheduler.py b/python/fate_flow/scheduler/job_scheduler.py index 4a242a95c..5156f100a 100644 --- a/python/fate_flow/scheduler/job_scheduler.py +++ b/python/fate_flow/scheduler/job_scheduler.py @@ -16,15 +16,15 @@ from pydantic import typing from fate_flow.controller.task_controller import TaskController -from fate_flow.entity.dag_structures import DAGSchema +from fate_flow.entity.code import SchedulingStatusCode, FederatedSchedulingStatusCode +from fate_flow.entity.spec import DAGSchema from fate_flow.hub.flow_hub import FlowHub from fate_flow.scheduler.task_scheduler import TaskScheduler from fate_flow.db.base_models import DB from fate_flow.db.schedule_models import ScheduleJob, ScheduleTaskStatus -from fate_flow.entity.run_status import StatusSet, FederatedSchedulingStatusCode, JobStatus, TaskStatus, EndStatus, \ - SchedulingStatusCode, InterruptStatus -from fate_flow.entity.types import ResourceOperation, ReturnCode -from fate_flow.operation.job_saver import ScheduleJobSaver, JobSaver +from fate_flow.entity.types import StatusSet, JobStatus, TaskStatus, EndStatus, InterruptStatus, ResourceOperation +from fate_flow.entity.code import ReturnCode +from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.scheduler.federated_scheduler import FederatedScheduler from fate_flow.utils import job_utils, schedule_utils diff --git a/python/fate_flow/scheduler/task_scheduler.py b/python/fate_flow/scheduler/task_scheduler.py index f5e597bce..9e32bd9a6 100644 --- a/python/fate_flow/scheduler/task_scheduler.py +++ b/python/fate_flow/scheduler/task_scheduler.py @@ -13,13 +13,10 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.entity.dag_structures import DAGSchema -from fate_flow.entity.engine_types import FederatedCommunicationType -from fate_flow.entity.types import ReturnCode, ResourceOperation -from fate_flow.entity.run_status import StatusSet, TaskStatus, InterruptStatus, EndStatus, AutoRerunStatus, \ - SchedulingStatusCode -from fate_flow.entity.run_status import FederatedSchedulingStatusCode -from fate_flow.manager.resource_manager import ResourceManager +from fate_flow.entity.spec import DAGSchema +from fate_flow.entity.types import FederatedCommunicationType, StatusSet, TaskStatus, InterruptStatus, EndStatus, \ + AutoRerunStatus, ResourceOperation +from fate_flow.entity.code import ReturnCode, FederatedSchedulingStatusCode, SchedulingStatusCode from fate_flow.scheduler.federated_scheduler import FederatedScheduler from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.utils.log_utils import schedule_logger diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index 34f052bdf..585915d64 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -15,7 +15,7 @@ # import os -from fate_flow.entity.engine_types import ComputingEngine +from fate_flow.entity.types import ComputingEngine from fate_flow.utils import engine_utils from fate_flow.utils.conf_utils import get_base_config, decrypt_database_config from fate_flow.utils.file_utils import get_fate_flow_directory, get_project_base_directory diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index f1ce5facd..2d9f31617 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -22,8 +22,8 @@ from webargs.flaskparser import use_kwargs from werkzeug.http import HTTP_STATUS_CODES -from fate_flow.entity.engine_types import CoordinationProxyService -from fate_flow.entity.types import CoordinationCommunicationProtocol, FederatedMode, ReturnCode +from fate_flow.entity.types import CoordinationProxyService, CoordinationCommunicationProtocol, FederatedMode +from fate_flow.entity.code import ReturnCode from fate_flow.settings import stat_logger, PROXY_NAME, ENGINES, PROXY, HOST, HTTP_PORT diff --git a/python/fate_flow/utils/data_upload.py b/python/fate_flow/utils/data_upload.py index e633347e4..5e61426f5 100644 --- a/python/fate_flow/utils/data_upload.py +++ b/python/fate_flow/utils/data_upload.py @@ -21,7 +21,7 @@ from pydantic import typing from fate_flow.engine.storage import Session, EggRollStoreType, StorageEngine, StorageTableMeta, StorageTableOrigin -from fate_flow.entity.engine_types import EngineType +from fate_flow.entity.types import EngineType from fate_flow.settings import ENGINES from fate_flow.utils.file_utils import get_fate_flow_directory from fate_flow.utils.log import getLogger diff --git a/python/fate_flow/utils/engine_utils.py b/python/fate_flow/utils/engine_utils.py index 4d516d388..9b962ea0d 100644 --- a/python/fate_flow/utils/engine_utils.py +++ b/python/fate_flow/utils/engine_utils.py @@ -13,8 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. from fate_flow.engine.relation_ship import Relationship -from fate_flow.entity.engine_types import EngineType, FederationEngine, StorageEngine, ComputingEngine -from fate_flow.entity.types import FederatedMode +from fate_flow.entity.types import EngineType, FederationEngine, StorageEngine, ComputingEngine, FederatedMode from fate_flow.utils import conf_utils diff --git a/python/fate_flow/utils/job_utils.py b/python/fate_flow/utils/job_utils.py index d691fe006..f84fa52bd 100644 --- a/python/fate_flow/utils/job_utils.py +++ b/python/fate_flow/utils/job_utils.py @@ -18,7 +18,7 @@ from fate_flow.db.base_models import DB from fate_flow.db.db_models import Job -from fate_flow.entity.dag_structures import DAGSchema +from fate_flow.entity.spec import DAGSchema from fate_flow.utils.base_utils import fate_uuid from fate_flow.utils.file_utils import get_fate_flow_directory diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index fa03b1268..f9d908601 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -19,9 +19,11 @@ import time import psutil + +from fate_flow.entity.code import KillProcessRetCode from fate_flow.utils.log_utils import schedule_logger from fate_flow.db.db_models import Task -from fate_flow.entity.types import KillProcessRetCode, ProcessRole +from fate_flow.entity.types import ProcessRole from fate_flow.settings import SUBPROCESS_STD_LOG_NAME from fate_flow.settings import stat_logger diff --git a/python/fate_flow/worker/executor.py b/python/fate_flow/worker/fate_executor.py similarity index 96% rename from python/fate_flow/worker/executor.py rename to python/fate_flow/worker/fate_executor.py index e328347f2..cda9da21d 100644 --- a/python/fate_flow/worker/executor.py +++ b/python/fate_flow/worker/fate_executor.py @@ -19,7 +19,7 @@ from fate_flow.utils.log import getLogger -class Submit: +class FateSubmit: @staticmethod def run(): import click @@ -33,4 +33,4 @@ def run(): if __name__ == "__main__": - Submit.run() + FateSubmit.run() diff --git a/python/fate_flow/worker/fate_flow_executor.py b/python/fate_flow/worker/fate_flow_executor.py new file mode 100644 index 000000000..a5d06679e --- /dev/null +++ b/python/fate_flow/worker/fate_flow_executor.py @@ -0,0 +1,34 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import argparse +import sys + +from fate_flow.entity import BaseEntity +from fate_flow.utils.log import getLogger + + +class FateFlowSubmit: + @staticmethod + def run(config_path): + print(config_path) + + +if __name__ == "__main__": + parser = argparse.ArgumentParser() + parser.add_argument('-c', '--config', required=False, type=str, help="runtime conf path") + args = parser.parse_args() + conf_path = args.config + FateFlowSubmit.run(conf_path) From 06d6a69bdbcc9228eb1e143dca4a30eca0d4a8ca Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 6 Mar 2023 10:51:43 +0800 Subject: [PATCH 064/482] fateflow: init flow component Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/__init__.py | 3 + python/fate_flow/components/__init__.py | 225 ++++++++ .../components/components/__init__.py | 17 + .../fate_flow/components/components/upload.py | 37 ++ python/fate_flow/components/cpn.py | 490 ++++++++++++++++++ .../components/entrypoint/component.py | 216 ++++++++ .../components/entrypoint/component_cli.py | 36 +- .../fate_flow/components/loader/__init__.py | 14 + .../fate_flow/components/loader/artifact.py | 41 ++ .../fate_flow/components/loader/component.py | 46 ++ .../components/loader/mlmd/__init__.py | 14 + .../fate_flow/components/loader/mlmd/flow.py | 124 +++++ .../components/loader/mlmd/protocol.py | 54 ++ python/fate_flow/components/loader/other.py | 24 + python/fate_flow/components/loader/output.py | 117 +++++ .../fate_flow/components/params/__init__.py | 76 +++ python/fate_flow/components/spec/component.py | 59 +++ python/fate_flow/engine/computing/_base.py | 5 +- python/fate_flow/engine/computing/_eggroll.py | 8 +- python/fate_flow/engine/computing/_spark.py | 15 +- python/fate_flow/entity/__init__.py | 38 +- python/fate_flow/entity/_base.py | 53 ++ python/fate_flow/entity/spec/__init__.py | 1 + python/fate_flow/entity/spec/_dag.py | 6 +- python/fate_flow/entity/spec/_flow_task.py | 184 +++++++ .../hub/parser/default/_federation.py | 2 +- python/fate_flow/manager/worker_manager.py | 12 +- python/fate_flow/settings.py | 2 + python/fate_flow/utils/io_utils.py | 184 +++++++ python/fate_flow/worker/fate_flow_executor.py | 15 +- python/ofx/api/models/resource.py | 11 +- python/ofx/api/models/worker.py | 46 +- python/requirements-flow.txt | 3 +- 33 files changed, 2078 insertions(+), 100 deletions(-) create mode 100644 python/fate_flow/components/__init__.py create mode 100644 python/fate_flow/components/components/__init__.py create mode 100644 python/fate_flow/components/components/upload.py create mode 100644 python/fate_flow/components/cpn.py create mode 100644 python/fate_flow/components/entrypoint/component.py create mode 100644 python/fate_flow/components/loader/__init__.py create mode 100644 python/fate_flow/components/loader/artifact.py create mode 100644 python/fate_flow/components/loader/component.py create mode 100644 python/fate_flow/components/loader/mlmd/__init__.py create mode 100644 python/fate_flow/components/loader/mlmd/flow.py create mode 100644 python/fate_flow/components/loader/mlmd/protocol.py create mode 100644 python/fate_flow/components/loader/other.py create mode 100644 python/fate_flow/components/loader/output.py create mode 100644 python/fate_flow/components/params/__init__.py create mode 100644 python/fate_flow/components/spec/component.py create mode 100644 python/fate_flow/entity/_base.py create mode 100644 python/fate_flow/entity/spec/_flow_task.py create mode 100644 python/fate_flow/utils/io_utils.py diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index 514892590..6ec5120fd 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -14,6 +14,8 @@ # limitations under the License. # import sys +import typing as t + from importlib.util import module_from_spec, spec_from_file_location from pathlib import Path @@ -51,6 +53,7 @@ def register_page(page_path): page_name = getattr(page, 'page_name', page_name) url_prefix = f'/{API_VERSION}/{page_name}' + print(page_name) app.register_blueprint(page.manager, url_prefix=url_prefix) diff --git a/python/fate_flow/components/__init__.py b/python/fate_flow/components/__init__.py new file mode 100644 index 000000000..c085951ef --- /dev/null +++ b/python/fate_flow/components/__init__.py @@ -0,0 +1,225 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from typing import Dict, List, Literal, Optional, Type, TypeVar + +from typing_extensions import Annotated + +T_ROLE = Literal["guest", "host", "arbiter", "local"] +T_STAGE = Literal["train", "predict", "default"] +T_LABEL = Literal["trainable"] + + +class Role: + def __init__(self, name: T_ROLE) -> None: + self.name: T_ROLE = name + + @property + def is_guest(self) -> bool: + return self.name == "guest" + + @property + def is_host(self) -> bool: + return self.name == "host" + + @property + def is_arbiter(self) -> bool: + return self.name == "arbiter" + + @property + def is_local(self) -> bool: + return self.name == "local" + + +GUEST = Role("guest") +HOST = Role("host") +ARBITER = Role("arbiter") +LOCAL = Role("local") + + +class Stage: + def __init__(self, name: str) -> None: + self.name = name + + @property + def is_train(self): + return self.name == "train" + + @property + def is_predict(self): + return self.name == "predict" + + @property + def is_default(self): + return self.name == "default" + + +TRAIN = Stage("train") +PREDICT = Stage("predict") +DEFAULT = Stage("default") + + +class LABELS: + TRAINABLE = "trainable" + + +class OutputAnnotated: + ... + + +class InputAnnotated: + ... + + +T = TypeVar("T") +Output = Annotated[T, OutputAnnotated] +Input = Annotated[T, InputAnnotated] + + +class Artifact: + type: str = "artifact" + """Represents a generic machine learning artifact. + + This class and all artifact classes + store the name, uri, and metadata for a machine learning artifact. + Use this artifact type when an artifact + does not fit into another more specific artifact type (e.g., ``Model``, ``Dataset``). + + Args: + name: Name of the artifact. + uri: The artifact's location on disk or cloud storage. + metadata: Arbitrary key-value pairs about the artifact. + """ + + def __init__( + self, + name: Optional[str] = None, + uri: Optional[str] = None, + metadata: Optional[Dict] = None, + ) -> None: + """Initializes the Artifact with the given name, URI and metadata.""" + self.uri = uri or "" + self.name = name or "" + self.metadata = metadata or {} + + def __str__(self) -> str: + return f"<{type(self).__name__} {dict(name=self.name, uri=self.uri, metadata=self.metadata)}>" + + def __repr__(self) -> str: + return self.__str__() + + +class Artifacts: + type: str + artifact_type: Type[Artifact] + + def __init__(self, artifacts: List[Artifact]) -> None: + self.artifacts = artifacts + + def __str__(self) -> str: + return f"<{type(self).__name__} {self.artifacts}>" + + def __repr__(self) -> str: + return self.__str__() + + +class DatasetArtifact(Artifact): + type = "dataset" + """An artifact representing a machine learning dataset. + + Args: + name: Name of the dataset. + uri: The dataset's location on disk or cloud storage. + metadata: Arbitrary key-value pairs about the dataset. + """ + + def __init__( + self, + name: Optional[str] = None, + uri: Optional[str] = None, + metadata: Optional[Dict] = None, + ) -> None: + super().__init__(uri=uri, name=name, metadata=metadata) + + +class DatasetArtifacts(Artifacts): + type = "datasets" + artifact_type: Type[Artifact] = DatasetArtifact + + +class ModelArtifact(Artifact): + type = "model" + """An artifact representing a machine learning model. + + Args: + name: Name of the model. + uri: The model's location on disk or cloud storage. + metadata: Arbitrary key-value pairs about the model. + """ + + def __init__( + self, + name: Optional[str] = None, + uri: Optional[str] = None, + metadata: Optional[Dict] = None, + ) -> None: + super().__init__(uri=uri, name=name, metadata=metadata) + + +class ModelArtifacts(Artifacts): + type = "models" + + +class MetricArtifact(Artifact): + type = "metric" + + def __init__( + self, + name: Optional[str] = None, + uri: Optional[str] = None, + metadata: Optional[Dict] = None, + ) -> None: + super().__init__(uri=uri, name=name, metadata=metadata) + + +class LossMetrics(MetricArtifact): + type = "loss" + + def __init__( + self, + name: Optional[str] = None, + uri: Optional[str] = None, + metadata: Optional[Dict] = None, + ) -> None: + super().__init__(uri=uri, name=name, metadata=metadata) + + +class ClassificationMetrics(MetricArtifact): + """An artifact for storing classification metrics. + + Args: + name: Name of the metrics artifact. + uri: The metrics artifact's location on disk or cloud storage. + metadata: The key-value scalar metrics. + """ + + type = "classification_metrics" + + def __init__( + self, + name: Optional[str] = None, + uri: Optional[str] = None, + metadata: Optional[Dict] = None, + ): + super().__init__(uri=uri, name=name, metadata=metadata) diff --git a/python/fate_flow/components/components/__init__.py b/python/fate_flow/components/components/__init__.py new file mode 100644 index 000000000..68c4d135f --- /dev/null +++ b/python/fate_flow/components/components/__init__.py @@ -0,0 +1,17 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from .upload import upload + +BUILDIN_COMPONENTS = [upload] diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py new file mode 100644 index 000000000..139d65eaa --- /dev/null +++ b/python/fate_flow/components/components/upload.py @@ -0,0 +1,37 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import logging + +from fate_flow.components import LOCAL, Output, DatasetArtifact, cpn + + +@cpn.component(roles=[LOCAL]) +@cpn.parameter("path", type=str, default=None, optional=False) +@cpn.parameter("format", type=str, default="csv", optional=False) +@cpn.parameter("id_name", type=str, default="id", optional=True) +@cpn.parameter("delimiter", type=str, default=",", optional=True) +@cpn.parameter("label_name", type=str, default=None, optional=True) +@cpn.parameter("label_type", type=str, default="float32", optional=True) +@cpn.parameter("dtype", type=str, default="float32", optional=True) +@cpn.artifact("output_data", type=Output[DatasetArtifact], roles=[LOCAL]) +def upload( + path, format, id_name, delimiter, label_name, label_type, dtype, output_data +): + output_data.uri = "test" + upload_data(path, id_name, delimiter, label_name, label_type, dtype, output_data) + + +def upload_data(*args): + pass diff --git a/python/fate_flow/components/cpn.py b/python/fate_flow/components/cpn.py new file mode 100644 index 000000000..e7c9cfa28 --- /dev/null +++ b/python/fate_flow/components/cpn.py @@ -0,0 +1,490 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import inspect +import logging +from typing import Any, Dict, List, Optional + +import pydantic + +from fate_flow.components import T_ROLE, T_STAGE, Stage, Role, MetricArtifact + + +class ComponentDeclarError(Exception): + ... + + +class ComponentApplyError(Exception): + ... + + +logger = logging.getLogger(__name__) + + +class _Component: + def __init__( + self, + name: str, + roles: List[T_ROLE], + provider, + version, + description, + callback, + parameters: List["_ParameterDeclareClass"], + artifacts: "_ComponentArtifacts", + is_subcomponent: bool = False, + ) -> None: + self.is_subcomponent = is_subcomponent + self.name = name + self.roles = roles + self.provider = provider + self.version = version + self.description = description + self.callback = callback + self.parameters = parameters + if not self.description: + self.description = "" + self.artifacts = artifacts + self.func_args = list(inspect.signature(self.callback).parameters.keys()) + self.stage_components: List[_Component] = [] + + def validate_declare(self): + # validate + if self.func_args[0] != "ctx": + raise ComponentDeclarError("bad component definition, first argument should be `ctx`") + if self.func_args[1] != "role": + raise ComponentDeclarError("bad component definition, second argument should be `role`") + + # assert parameters defined once + _defined = set() + for p in self.parameters: + if p.name in _defined: + raise ComponentDeclarError(f"parameter named `{p.name}` declared multiple times") + _defined.add(p.name) + + # validate func arguments + undeclared_func_parameters = set(self.func_args[2:]) + + def _check_and_remove(name, arg_type): + if name not in undeclared_func_parameters: + raise ComponentDeclarError( + f"{arg_type} named `{name}` declar in decorator, but not found in function's argument" + ) + undeclared_func_parameters.remove(name) + + for parameter in self.parameters: + _check_and_remove(parameter.name, "parameter") + for name in self.artifacts.get_artifacts(): + _check_and_remove(name, "artifact") + if undeclared_func_parameters: + raise ComponentDeclarError( + f"function's arguments `{undeclared_func_parameters}` lack of corresponding parameter or artifact decorator" + ) + + def execute(self, **kwargs): + logger.debug(f"execution arguments: {kwargs}") + return self.callback(**kwargs) + + def dict(self): + return self._flatten_stages()._dict() + + def _flatten_stages(self) -> "_Component": + parameter_mapping = {parameter.name: parameter for parameter in self.parameters} + merged_artifacts = self.artifacts + for stage_cpn in self.stage_components: + stage_cpn = stage_cpn._flatten_stages() + # merge parameters + for parameter in stage_cpn.parameters: + # update or error + if parameter.name not in parameter_mapping: + parameter_mapping[parameter.name] = parameter + else: + parameter_mapping[parameter.name].merge(parameter) + merged_artifacts = merged_artifacts.merge(stage_cpn.artifacts) + + return _Component( + name=self.name, + roles=self.roles, + provider=self.provider, + version=self.version, + description=self.description, + callback=self.callback, + parameters=list(parameter_mapping.values()), + artifacts=merged_artifacts, + is_subcomponent=self.is_subcomponent, + ) + + def _dict(self): + from fate_flow.components import InputAnnotated, OutputAnnotated + from fate_flow.components.spec.component import ( + ArtifactSpec, + ComponentSpec, + ComponentSpecV1, + InputDefinitionsSpec, + OutputDefinitionsSpec, + ParameterSpec, + ) + + input_artifacts = {} + output_artifacts = {} + for _, artifact in self.artifacts.get_artifacts().items(): + annotated = getattr(artifact.type, "__metadata__", [None])[0] + roles = artifact.roles or self.roles + if annotated == OutputAnnotated: + output_artifacts[artifact.name] = ArtifactSpec( + type=artifact.type.type, + optional=artifact.optional, + roles=roles, + stages=artifact.stages, + description=artifact.desc, + ) + elif annotated == InputAnnotated: + input_artifacts[artifact.name] = ArtifactSpec( + type=artifact.type.type, + optional=artifact.optional, + roles=roles, + stages=artifact.stages, + description=artifact.desc, + ) + else: + raise ValueError(f"bad artifact: {artifact}") + + input_parameters = {} + from fate_flow.components.params import Parameter + + for parameter in self.parameters: + if isinstance(parameter.type, Parameter): # recomanded + type_name = type(parameter.type).__name__ + type_meta = parameter.type.dict() + else: + type_name = parameter.type.__name__ + type_meta = {} + + input_parameters[parameter.name] = ParameterSpec( + type=type_name, + type_meta=type_meta, + default=parameter.default, + optional=parameter.optional, + description=parameter.desc, + ) + + input_definition = InputDefinitionsSpec(parameters=input_parameters, artifacts=input_artifacts) + output_definition = OutputDefinitionsSpec(artifacts=output_artifacts) + component = ComponentSpec( + name=self.name, + description=self.description, + provider=self.provider, + version=self.version, + labels=[], + roles=self.roles, + input_definitions=input_definition, + output_definitions=output_definition, + ) + return ComponentSpecV1(component=component) + + def dump_yaml(self, stream=None): + from io import StringIO + + import ruamel.yaml + + spec = self.dict() + inefficient = False + if stream is None: + inefficient = True + stream = StringIO() + yaml = ruamel.yaml.YAML() + yaml.indent(mapping=2, sequence=4, offset=2) + yaml.dump(spec.dict(), stream=stream) + if inefficient: + return stream.getvalue() + + +def component( + roles: List[Role], + name: Optional[str] = None, + provider: Optional[str] = None, + version: Optional[str] = None, + description: Optional[str] = None, +): + r"""Creates a new :class:`_Component` and uses the decorated function as + callback. This will also automatically attach all decorated + :func:`artifact`\s and :func:`parameter`\s as parameters to the component execution. + + The name of the component defaults to the name of the function. + If you want to change that, you can + pass the intended name as the first argument. + + Once decorated the function turns into a :class:`Component` instance + that can be invoked as a component execution. + + :param name: the name of the component. This defaults to the function + name. + """ + component_roles = [r.name for r in roles] + return _component( + name=name, + roles=component_roles, + provider=provider, + version=version, + description=description, + is_subcomponent=False, + ) + + +def _component(name, roles, provider, version, description, is_subcomponent): + from fate_flow.components import DEFAULT + + def decorator(f): + cpn_name = name or f.__name__.lower() + if isinstance(f, _Component): + raise TypeError("Attempted to convert a callback into a component twice.") + try: + parameters = f.__component_parameters__ + parameters.reverse() + del f.__component_parameters__ + except AttributeError: + parameters = [] + try: + artifacts = f.__component_artifacts__ + del f.__component_artifacts__ + except AttributeError: + artifacts = _ComponentArtifacts() + + if is_subcomponent: + artifacts.set_stages([cpn_name]) + else: + artifacts.set_stages([DEFAULT.name]) + desc = description + if desc is None: + desc = inspect.getdoc(f) + if isinstance(desc, bytes): + desc = desc.decode("utf-8") + else: + desc = inspect.cleandoc(desc) + cpn = _Component( + name=cpn_name, + roles=roles, + provider=provider, + version=version, + description=desc, + callback=f, + parameters=parameters, + artifacts=artifacts, + is_subcomponent=is_subcomponent, + ) + cpn.__doc__ = f.__doc__ + # cpn.validate_declare() + return cpn + + return decorator + + +class _ArtifactDeclareClass(pydantic.BaseModel): + name: str + type: Any + roles: List[T_ROLE] + stages: List[T_STAGE] + desc: str + optional: bool + + def is_active_for(self, stage: Stage, role: Role): + if self.stages is not None and stage.name not in self.stages: + return False + if self.roles and role.name not in self.roles: + return False + return True + + def __str__(self) -> str: + return f"ArtifactDeclare" + + def merge(self, a: "_ArtifactDeclareClass"): + if set(self.roles) != set(a.roles): + raise ComponentDeclarError( + f"artifact {self.name} declare multiple times with different roles: `{self.roles}` vs `{a.roles}`" + ) + if self.optional != a.optional: + raise ComponentDeclarError( + f"artifact {self.name} declare multiple times with different optional: `{self.optional}` vs `{a.optional}`" + ) + if self.type != a.type: + raise ComponentDeclarError( + f"artifact {self.name} declare multiple times with different optional: `{self.type}` vs `{a.type}`" + ) + stages = set(self.stages) + stages.update(a.stages) + stages = list(stages) + return _ArtifactDeclareClass( + name=self.name, type=self.type, roles=self.roles, stages=stages, desc=self.desc, optional=self.optional + ) + + +class _ComponentArtifacts(pydantic.BaseModel): + class Artifacts(pydantic.BaseModel): + data_artifact: Dict[str, _ArtifactDeclareClass] = pydantic.Field(default_factory=dict) + model_artifact: Dict[str, _ArtifactDeclareClass] = pydantic.Field(default_factory=dict) + metric_artifact: Dict[str, _ArtifactDeclareClass] = pydantic.Field(default_factory=dict) + + def add_data(self, artifact): + self.data_artifact[artifact.name] = artifact + + def add_model(self, artifact): + self.model_artifact[artifact.name] = artifact + + def add_metric(self, artifact): + self.metric_artifact[artifact.name] = artifact + + def get_artifact(self, name): + return self.data_artifact.get(name) or self.model_artifact.get(name) or self.metric_artifact.get(name) + + def merge(self, stage_artifacts): + def _merge(a, b): + result = {} + result.update(a) + for k, v in b.items(): + if k not in result: + result[k] = v + else: + result[k] = result[k].merge(v) + return result + + data_artifact = _merge(self.data_artifact, stage_artifacts.data_artifact) + model_artifact = _merge(self.model_artifact, stage_artifacts.model_artifact) + metric_artifact = _merge(self.metric_artifact, stage_artifacts.metric_artifact) + return _ComponentArtifacts.Artifacts( + data_artifact=data_artifact, model_artifact=model_artifact, metric_artifact=metric_artifact + ) + + inputs: Artifacts = pydantic.Field(default_factory=Artifacts) + outputs: Artifacts = pydantic.Field(default_factory=Artifacts) + + def set_stages(self, stages): + def _set_all(artifacts: Dict[str, _ArtifactDeclareClass]): + for _, artifact in artifacts.items(): + artifact.stages = stages + + _set_all(self.inputs.data_artifact) + _set_all(self.inputs.model_artifact) + _set_all(self.inputs.metric_artifact) + _set_all(self.outputs.data_artifact) + _set_all(self.outputs.model_artifact) + _set_all(self.outputs.metric_artifact) + + def get_artifacts(self) -> Dict[str, _ArtifactDeclareClass]: + artifacts = {} + artifacts.update(self.inputs.data_artifact) + artifacts.update(self.inputs.model_artifact) + artifacts.update(self.inputs.metric_artifact) + artifacts.update(self.outputs.data_artifact) + artifacts.update(self.outputs.model_artifact) + artifacts.update(self.outputs.metric_artifact) + return artifacts + + def merge(self, stage_artifacts: "_ComponentArtifacts"): + return _ComponentArtifacts( + inputs=self.inputs.merge(stage_artifacts.inputs), outputs=self.outputs.merge(stage_artifacts.outputs) + ) + + +def artifact(name, type, roles: Optional[List[Role]] = None, desc="", optional=False): + """attaches an artifact to the component.""" + if roles is None: + artifact_roles = [] + else: + artifact_roles = [r.name for r in roles] + + def decorator(f): + description = desc + if description: + description = inspect.cleandoc(description) + if not hasattr(f, "__component_artifacts__"): + f.__component_artifacts__ = _ComponentArtifacts() + + from fate_flow.components import ( + DatasetArtifact, + InputAnnotated, + ModelArtifact, + OutputAnnotated, + ) + + annotates = getattr(type, "__metadata__", [None]) + origin_type = getattr(type, "__origin__") + artifact_dec = _ArtifactDeclareClass( + name=name, type=type, roles=artifact_roles, stages=[], desc=description, optional=optional + ) + if InputAnnotated in annotates: + if issubclass(origin_type, DatasetArtifact): + f.__component_artifacts__.inputs.add_data(artifact_dec) + elif issubclass(origin_type, ModelArtifact): + f.__component_artifacts__.inputs.add_model(artifact_dec) + elif issubclass(origin_type, MetricArtifact): + f.__component_artifacts__.inputs.add_metric(artifact_dec) + else: + raise ValueError(f"bad artifact, name: `{name}`, type: `{type}`") + + elif OutputAnnotated in annotates: + if issubclass(origin_type, DatasetArtifact): + f.__component_artifacts__.outputs.add_data(artifact_dec) + elif issubclass(origin_type, ModelArtifact): + f.__component_artifacts__.outputs.add_model(artifact_dec) + elif issubclass(origin_type, MetricArtifact): + f.__component_artifacts__.outputs.add_metric(artifact_dec) + else: + raise ValueError(f"bad artifact, name: `{name}`, type: `{type}`") + else: + raise ValueError(f"bad artifact, name: `{name}`, type: `{type}`") + return f + + return decorator + + +class _ParameterDeclareClass: + def __init__(self, name, type, default, optional, desc) -> None: + self.name = name + self.type = type + self.default = default + self.optional = optional + self.desc = desc + + def __str__(self) -> str: + return f"Parameter" + + def merge(self, p: "_ParameterDeclareClass"): + if self.default != p.default: + raise ComponentDeclarError( + f"parameter {p.name} declare multiple times with different default: `{self.default}` vs `{p.default}`" + ) + if self.optional != p.optional: + raise ComponentDeclarError( + f"parameter {parameter.name} declare multiple times with different optional: `{self.optional}` vs `{p.optional}`" + ) + if self.type != p.type: + raise ComponentDeclarError( + f"parameter {parameter.name} declare multiple times with different type: `{self.type}` vs `{self.type}`" + ) + return self + + +def parameter(name, type, default=None, optional=True, desc=""): + """attaches an parameter to the component.""" + def decorator(f): + description = desc + if description is not None: + description = inspect.cleandoc(description) + if not hasattr(f, "__component_parameters__"): + f.__component_parameters__ = [] + f.__component_parameters__.append(_ParameterDeclareClass(name, type, default, optional, desc)) + return f + + return decorator diff --git a/python/fate_flow/components/entrypoint/component.py b/python/fate_flow/components/entrypoint/component.py new file mode 100644 index 000000000..0d9395877 --- /dev/null +++ b/python/fate_flow/components/entrypoint/component.py @@ -0,0 +1,216 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import logging +import traceback +from typing import Dict, Any + +from fate_flow.components import params +from fate_flow.components.loader.artifact import load_artifact +from fate_flow.components.loader.mlmd.protocol import MLMD +from fate_flow.components.loader.other import load_role, load_stage +from fate_flow.components.loader.output import OutputPool, load_pool +from fate_flow.components.cpn import _Component, ComponentApplyError +from fate_flow.components.loader.component import load_component +from fate_flow.components.loader.mlmd.flow import FlowMLMD +from fate_flow.entity.spec import TaskConfigSpec + +logger = logging.getLogger(__name__) + + +def execute_component(config: TaskConfigSpec): + party_task_id = config.party_task_id + mlmd = FlowMLMD(task_id=party_task_id) + logger.debug(f"component={config.component}") + try: + logger.debug("running...") + component = load_component(config.component) + + # fill in outputs + role = load_role(config.role) + stage = load_stage(config.stage) + output_pool = load_pool(config.conf.output) + + # parse and validate parameters + input_parameters = parse_input_parameters(mlmd, component, config.inputs.parameters) + # parse and validate inputs + input_data_artifacts = parse_input_data(component, stage, role, config.inputs.artifacts) + input_model_artifacts = parse_input_model(component, stage, role, config.inputs.artifacts) + input_metric_artifacts = parse_input_metric(component, stage, role, config.inputs.artifacts) + + # log output artifacts + for name, artifact in input_data_artifacts.items(): + if artifact is not None: + pass + for name, artifact in input_metric_artifacts.items(): + if artifact is not None: + pass + + # fill in outputs + output_data_artifacts = parse_output_data(component, stage, role, output_pool) + output_model_artifacts = parse_output_model(component, stage, role, output_pool) + output_metric_artifacts = parse_output_metric(component, stage, role, output_pool) + + execute_kwargs = {} + execute_kwargs.update(input_parameters) + execute_kwargs.update(input_data_artifacts) + execute_kwargs.update(input_model_artifacts) + execute_kwargs.update(input_metric_artifacts) + execute_kwargs.update(output_data_artifacts) + execute_kwargs.update(output_model_artifacts) + execute_kwargs.update(output_metric_artifacts) + + component.execute(**execute_kwargs) + # log output artifacts + for name, artifact in output_data_artifacts.items(): + if artifact is not None: + logger.debug(f"log output data: {artifact}") + mlmd.io.log_output_data(name, artifact) + for name, artifact in output_metric_artifacts.items(): + if artifact is not None: + logger.debug(f"log output metric: {artifact}") + mlmd.io.log_output_metric(name, artifact) + + + except Exception as e: + tb = traceback.format_exc() + logger.error(e, exc_info=True) + mlmd.execution_status.log_excution_exception(dict(exception=str(e.args), traceback=tb)) + else: + mlmd.execution_status.log_excution_end() + + +def parse_input_parameters(mlmd: MLMD, cpn: _Component, input_parameters: Dict[str, Any]) -> dict: + execute_parameters = {} + name_parameter_mapping = {parameter.name: parameter for parameter in cpn.parameters} + for arg in cpn.func_args[:]: + if parameter := name_parameter_mapping.get(arg): + parameter_apply = input_parameters.get(arg) + if parameter_apply is None: + if not parameter.optional: + raise ComponentApplyError(f"parameter `{arg}` required, declare: `{parameter}`") + else: + execute_parameters[parameter.name] = parameter.default + mlmd.io.log_input_parameter(parameter.name, parameter.default) + else: + try: + value = params.parse(parameter.type, parameter_apply) + except Exception as e: + raise ComponentApplyError(f"apply value `{parameter_apply}` to parameter `{arg}` failed:\n{e}") + execute_parameters[parameter.name] = value + mlmd.io.log_input_parameter(parameter.name, parameter_apply) + return execute_parameters + + +def parse_input_data(cpn: _Component, stage, role, input_artifacts) -> dict: + + execute_input_data = {} + for arg in cpn.func_args[2:]: + if arti := cpn.artifacts.inputs.data_artifact.get(arg): + execute_input_data[arg] = None + if arti.is_active_for(stage, role): + artifact_apply = input_artifacts.get(arg) + if artifact_apply is not None: + # try apply + try: + execute_input_data[arg] = load_artifact(artifact_apply, arti.type) + except Exception as e: + raise ComponentApplyError( + f"artifact `{arg}` with applying config `{artifact_apply}` can't apply to `{arti}`" + ) from e + continue + else: + if not arti.optional: + raise ComponentApplyError(f"artifact `{arg}` required, declare: `{arti}`") + return execute_input_data + + +def parse_input_model(cpn: _Component, stage, role, input_artifacts) -> dict: + + execute_input_model = {} + for arg in cpn.func_args[2:]: + if arti := cpn.artifacts.inputs.model_artifact.get(arg): + execute_input_model[arg] = None + if arti.is_active_for(stage, role): + artifact_apply = input_artifacts.get(arg) + if artifact_apply is not None: + # try apply + try: + execute_input_model[arg] = load_artifact(artifact_apply, arti.type) + except Exception as e: + raise ComponentApplyError( + f"artifact `{arg}` with applying config `{artifact_apply}` can't apply to `{arti}`" + ) from e + continue + else: + if not arti.optional: + raise ComponentApplyError(f"artifact `{arg}` required, declare: `{arti}`") + return execute_input_model + + +def parse_input_metric(cpn: _Component, stage, role, input_artifacts) -> dict: + + execute_input_metric = {} + for arg in cpn.func_args[2:]: + if arti := cpn.artifacts.inputs.metric_artifact.get(arg): + execute_input_metric[arg] = None + if arti.is_active_for(stage, role): + artifact_apply = input_artifacts.get(arg) + if artifact_apply is not None: + # try apply + try: + execute_input_metric[arg] = load_artifact(artifact_apply, arti.type) + except Exception as e: + raise ComponentApplyError( + f"artifact `{arg}` with applying config `{artifact_apply}` can't apply to `{arti}`" + ) from e + continue + else: + if not arti.optional: + raise ComponentApplyError(f"artifact `{arg}` required, declare: `{arti}`") + return execute_input_metric + + + +def parse_output_data(cpn: _Component, stage, role, output_pool: OutputPool) -> dict: + + execute_output_data = {} + for arg in cpn.func_args[2:]: + if arti := cpn.artifacts.outputs.data_artifact.get(arg): + execute_output_data[arg] = None + if arti.is_active_for(stage, role): + execute_output_data[arg] = output_pool.create_data_artifact(arti.name) + return execute_output_data + + +def parse_output_model(cpn: _Component, stage, role, output_pool: OutputPool) -> dict: + + execute_output_model = {} + for arg in cpn.func_args[2:]: + if arti := cpn.artifacts.outputs.model_artifact.get(arg): + execute_output_model[arg] = None + if arti.is_active_for(stage, role): + execute_output_model[arg] = output_pool.create_model_artifact(arti.name) + return execute_output_model + + +def parse_output_metric(cpn: _Component, stage, role, output_pool: OutputPool) -> dict: + + execute_output_metrics = {} + for arg in cpn.func_args[2:]: + if arti := cpn.artifacts.outputs.metric_artifact.get(arg): + execute_output_metrics[arg] = None + if arti.is_active_for(stage, role): + execute_output_metrics[arg] = output_pool.create_metric_artifact(arti.name) + return execute_output_metrics diff --git a/python/fate_flow/components/entrypoint/component_cli.py b/python/fate_flow/components/entrypoint/component_cli.py index ba1d03f3a..9d6f00a69 100644 --- a/python/fate_flow/components/entrypoint/component_cli.py +++ b/python/fate_flow/components/entrypoint/component_cli.py @@ -12,8 +12,13 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import logging + import click +from fate_flow.components.entrypoint.component import execute_component +from fate_flow.entity.spec import TaskConfigSpec + @click.group() def component(): @@ -24,7 +29,32 @@ def component(): @component.command() @click.option("--config", required=False, type=click.File(), help="config path") -def execute(config): - # todo: - pass +@click.option("--env-name", required=False, type=str, help="env name for config") +def execute(config, env_name): + # parse config + configs = {} + load_config_from_env(configs, env_name) + load_config_from_file(configs, config) + task_config = TaskConfigSpec.parse_obj(configs) + task_config.conf.logger.install() + logger = logging.getLogger(__name__) + logger.debug("logger installed") + logger.debug(f"task config: {task_config}") + execute_component(task_config) + + +def load_config_from_file(configs, config_file): + from ruamel import yaml + + if config_file is not None: + configs.update(yaml.safe_load(config_file)) + return configs + + +def load_config_from_env(configs, env_name): + import os + from ruamel import yaml + if env_name is not None and os.environ.get(env_name): + configs.update(yaml.safe_load(os.environ[env_name])) + return configs diff --git a/python/fate_flow/components/loader/__init__.py b/python/fate_flow/components/loader/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/fate_flow/components/loader/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/fate_flow/components/loader/artifact.py b/python/fate_flow/components/loader/artifact.py new file mode 100644 index 000000000..b82b0a1f6 --- /dev/null +++ b/python/fate_flow/components/loader/artifact.py @@ -0,0 +1,41 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +def load_artifact(data, artifact_type): + from fate_flow.components import ( + Artifact, + Artifacts, + DatasetArtifact, + DatasetArtifacts, + MetricArtifact, + ModelArtifact, + ModelArtifacts, + ) + + if hasattr(artifact_type, "__origin__"): + artifact_type = artifact_type.__origin__ + if isinstance(data, list): + if artifact_type.__origin__ == DatasetArtifacts: + return DatasetArtifacts([DatasetArtifact(name=d.name, uri=d.uri, metadata=d.metadata) for d in data]) + if artifact_type == ModelArtifacts: + return ModelArtifacts([ModelArtifact(name=d.name, uri=d.uri, metadata=d.metadata) for d in data]) + return Artifacts([Artifact(name=d.name, uri=d.uri, metadata=d.metadata) for d in data]) + else: + if artifact_type == DatasetArtifact: + return DatasetArtifact(name=data.name, uri=data.uri, metadata=data.metadata) + if artifact_type == ModelArtifact: + return ModelArtifact(name=data.name, uri=data.uri, metadata=data.metadata) + if artifact_type == MetricArtifact: + return MetricArtifact(name=data.name, uri=data.uri, metadata=data.metadata) + return Artifact(name=data.name, uri=data.uri, metadata=data.metadata) diff --git a/python/fate_flow/components/loader/component.py b/python/fate_flow/components/loader/component.py new file mode 100644 index 000000000..5d22e5a7b --- /dev/null +++ b/python/fate_flow/components/loader/component.py @@ -0,0 +1,46 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import logging + +logger = logging.getLogger(__name__) + + +def load_component(cpn_name: str): + from fate_flow.components.components import BUILDIN_COMPONENTS + + # from buildin + for cpn in BUILDIN_COMPONENTS: + if cpn.name == cpn_name: + return cpn + + +def list_components(): + import pkg_resources + from fate_flow.components.components import BUILDIN_COMPONENTS + + buildin_components = [c.name for c in BUILDIN_COMPONENTS] + third_parties_components = [] + + for cpn_ep in pkg_resources.iter_entry_points(group="fate_flow.ext.component"): + try: + candidate_cpn = cpn_ep.load() + candidate_cpn_name = candidate_cpn.name + third_parties_components.append([candidate_cpn_name]) + except Exception as e: + logger.warning( + f"register cpn from entrypoint(named={cpn_ep.name}, module={cpn_ep.module_name}) failed: {e}" + ) + continue + return dict(buildin=buildin_components, thirdparty=third_parties_components) diff --git a/python/fate_flow/components/loader/mlmd/__init__.py b/python/fate_flow/components/loader/mlmd/__init__.py new file mode 100644 index 000000000..ee85ecebf --- /dev/null +++ b/python/fate_flow/components/loader/mlmd/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. \ No newline at end of file diff --git a/python/fate_flow/components/loader/mlmd/flow.py b/python/fate_flow/components/loader/mlmd/flow.py new file mode 100644 index 000000000..6792e5606 --- /dev/null +++ b/python/fate_flow/components/loader/mlmd/flow.py @@ -0,0 +1,124 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import logging + +from fate_flow.components.loader.mlmd.protocol import IOManagerProtocol, MLMD +from fate_flow.entity.types import TaskStatus, EndStatus + + +class ExecutionStatus: + def __init__(self, task_id, client) -> None: + self._task_id = task_id + self.client = client + + def log_excution_start(self): + return self._log_state(TaskStatus.RUNNING) + + def log_excution_end(self): + return self._log_state(TaskStatus.SUCCESS) + + def log_excution_exception(self, message: dict): + return self._log_state(TaskStatus.FAILED, message) + + def _log_state(self, state, message=None): + error = "" + if message: + error = message.get("exception") + response = self.client.worker.report_task_status(execution_id=self._task_id, status=state, error=error) + logging.debug(f"response: {response.text}") + + def _get_state(self): + response = self.client.worker.query_task_status(execution_id=self._task_id) + logging.debug(f"response: {response.text}") + status = False + try: + task_status = response.json().get("data").get("status") + if task_status in EndStatus.status_list(): + status = True + except Exception as e: + logging.exception(e) + status = True + return status + + def safe_terminate(self): + return self._get_state() + + +class IOManager(IOManagerProtocol): + def __init__(self, task_id, client): + self.task_id = task_id + self.client = client + + def log_output_artifact(self, key, value): + if value is None: + return + from fate_flow.components import DatasetArtifact, MetricArtifact, ModelArtifact + + if isinstance(value, DatasetArtifact): + self.log_output_data(key, value) + elif isinstance(value, ModelArtifact): + self.log_output_model(key, value) + elif isinstance(value, MetricArtifact): + self.log_output_metric(key, value) + else: + raise RuntimeError(f"not supported input artifact `name={key}, value={value}`") + + def log_output_data(self, key, value): + data = { + "output_key": value.name, + "meta_data": value.metadata, + "execution_id": self.task_id, + "uri": value.uri, + "type": "data", + } + logging.debug(f"log output data: {data}") + response = self.client.worker.log_output_artifacts(**data) + logging.debug(f"response: {response.text}") + + def log_output_model(self, key, value, metadata={}): + data = { + "output_key": value.name, + "meta_data": value.metadata, + "execution_id": self.task_id, + "uri": value.uri, + "type": "model", + } + logging.debug(f"log output model: {data}") + response = self.client.worker.log_output_artifacts(**data) + logging.debug(f"response: {response.text}") + + def log_output_metric(self, key, value): + logging.debug(value) + + def safe_terminate(self): + pass + + +class FlowMLMD(MLMD): + def __init__(self, task_id): + self._taskid = task_id + self.worker_client = None + self.init_worker_client() + self.execution_status = ExecutionStatus(task_id, self.worker_client) + self.io = IOManager(task_id=task_id, client=self.worker_client) + + + def init_worker_client(self): + from fate_flow.settings import HOST, HTTP_PORT, API_VERSION, HTTP_REQUEST_TIMEOUT, PROXY_PROTOCOL + from ofx.api.client import FlowSchedulerApi + self.worker_client = FlowSchedulerApi(host=HOST, port=HTTP_PORT, protocol=PROXY_PROTOCOL, + api_version=API_VERSION, timeout=HTTP_REQUEST_TIMEOUT, + remote_protocol=None, remote_host=None, + remote_port=None, grpc_channel=None) diff --git a/python/fate_flow/components/loader/mlmd/protocol.py b/python/fate_flow/components/loader/mlmd/protocol.py new file mode 100644 index 000000000..13f90cf54 --- /dev/null +++ b/python/fate_flow/components/loader/mlmd/protocol.py @@ -0,0 +1,54 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from typing import Protocol + + +class ExecutionStatus(Protocol): + def log_excution_start(self): + ... + + def log_excution_end(self): + ... + + def log_excution_exception(self, message: dict): + ... + + def safe_terminate(self): + ... + + +class IOManagerProtocol: + def log_input_parameter(self, key, value): + ... + + def log_input_artifact(self, key, value): + ... + + def log_output_artifact(self, key, value): + ... + + def log_output_data(self, key, value): + ... + + def log_output_model(self, key, value, metadata={}): + ... + + def log_output_metric(self, key, value): + ... + + +class MLMD(Protocol): + execution_status: ExecutionStatus + io: IOManagerProtocol diff --git a/python/fate_flow/components/loader/other.py b/python/fate_flow/components/loader/other.py new file mode 100644 index 000000000..aadf4d4e8 --- /dev/null +++ b/python/fate_flow/components/loader/other.py @@ -0,0 +1,24 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +def load_role(role: str): + from fate_flow.components import Role + + return Role(role) + + +def load_stage(stage: str): + from fate_flow.components import Stage + + return Stage(stage) diff --git a/python/fate_flow/components/loader/output.py b/python/fate_flow/components/loader/output.py new file mode 100644 index 000000000..35844e7bd --- /dev/null +++ b/python/fate_flow/components/loader/output.py @@ -0,0 +1,117 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import uuid + +from fate_flow.components import MetricArtifact, ModelArtifact, DatasetArtifact +from fate_flow.entity.spec import DirectoryMetricPool, DirectoryDataPool, DirectoryModelPool +from fate_flow.utils.io_utils import URI + + +class OutputPool: + def __init__(self, data, model, metric) -> None: + self.data = data + self.model = model + self.metric = metric + + def create_data_artifact(self, name: str): + return self.data.create_artifact(name) + + def create_model_artifact(self, name: str): + return self.model.create_artifact(name) + + def create_metric_artifact(self, name: str): + return self.metric.create_artifact(name) + + +def load_pool(output_pool_conf): + data = _load_data_pool(output_pool_conf.data) + model = _load_model_pool(output_pool_conf.model) + metric = _load_metric_pool(output_pool_conf.metric) + return OutputPool(data, model, metric) + + +def _load_data_pool(data_pool): + + if isinstance(data_pool, DirectoryDataPool): + return DataPool( + base_uri=URI.from_string(data_pool.metadata.uri).to_schema(), + format=data_pool.metadata.format, + name_template=data_pool.metadata.name_template, + ) + raise RuntimeError(f"load data pool failed: {data_pool}") + + +def _load_model_pool(model_pool): + + if isinstance(model_pool, DirectoryModelPool): + return ModelPool( + base_uri=URI.from_string(model_pool.metadata.uri).to_schema(), + format=model_pool.metadata.format, + name_template=model_pool.metadata.name_template, + ) + raise RuntimeError(f"load data pool failed: {model_pool}") + + +def _load_metric_pool(metric_pool): + + if isinstance(metric_pool, DirectoryMetricPool): + return MetricPool( + base_uri=URI.from_string(metric_pool.metadata.uri).to_schema(), + format=metric_pool.metadata.format, + name_template=metric_pool.metadata.name_template, + ) + raise RuntimeError(f"load data pool failed: {metric_pool}") + + +class DataPool: + def __init__(self, base_uri, format, name_template) -> None: + self.format = format + self.base_uri = base_uri + self.name_template = name_template + + def create_artifact(self, name): + + file_name = self.name_template.format(name=name, uuid=uuid.uuid1()) + uri = self.base_uri.create_file(file_name) + metadata = dict(format=self.format) + return DatasetArtifact(name=name, uri=uri.to_string(), metadata=metadata) + + +class ModelPool: + def __init__(self, base_uri, format, name_template) -> None: + self.format = format + self.base_uri = base_uri + self.name_template = name_template + + def create_artifact(self, name): + + file_name = self.name_template.format(name=name, uuid=uuid.uuid1()) + uri = self.base_uri.create_file(file_name) + metadata = dict(format=self.format) + return ModelArtifact(name=name, uri=uri.to_string(), metadata=metadata) + + +class MetricPool: + def __init__(self, base_uri, format, name_template) -> None: + self.format = format + self.base_uri = base_uri + self.name_template = name_template + + def create_artifact(self, name): + + file_name = self.name_template.format(name=name, uuid=uuid.uuid1()) + uri = self.base_uri.create_file(file_name) + metadata = dict(format=self.format) + return MetricArtifact(name=name, uri=uri.to_string(), metadata=metadata) diff --git a/python/fate_flow/components/params/__init__.py b/python/fate_flow/components/params/__init__.py new file mode 100644 index 000000000..7e5bc9d0f --- /dev/null +++ b/python/fate_flow/components/params/__init__.py @@ -0,0 +1,76 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import pydantic + + +class Parameter: + def parse(self, obj): + raise NotImplementedError() + + def dict(self): + raise NotImplementedError() + + +class ConInt(Parameter): + def __init__(self, gt: int = None, ge: int = None, lt: int = None, le: int = None) -> None: + self.gt = gt + self.ge = ge + self.lt = lt + self.le = le + + def parse(self, obj): + return pydantic.parse_obj_as(pydantic.conint(gt=self.gt, ge=self.ge, lt=self.lt, le=self.le), obj) + + def dict(self): + meta = {} + if self.gt is not None: + meta["gt"] = self.gt + if self.ge is not None: + meta["ge"] = self.ge + if self.lt is not None: + meta["lt"] = self.lt + if self.le is not None: + meta["le"] = self.le + return meta + + +class ConFloat(Parameter): + def __init__(self, gt: float = None, ge: float = None, lt: float = None, le: float = None) -> None: + self.gt = gt + self.ge = ge + self.lt = lt + self.le = le + + def parse(self, obj): + return pydantic.parse_obj_as(pydantic.confloat(gt=self.gt, ge=self.ge, lt=self.lt, le=self.le), obj) + + def dict(self): + meta = {} + if self.gt is not None: + meta["gt"] = self.gt + if self.ge is not None: + meta["ge"] = self.ge + if self.lt is not None: + meta["lt"] = self.lt + if self.le is not None: + meta["le"] = self.le + return meta + + +def parse(parameter_type, obj): + if isinstance(parameter_type, Parameter): + return parameter_type.parse(obj) + else: + return pydantic.parse_obj_as(parameter_type, obj) diff --git a/python/fate_flow/components/spec/component.py b/python/fate_flow/components/spec/component.py new file mode 100644 index 000000000..77a243af0 --- /dev/null +++ b/python/fate_flow/components/spec/component.py @@ -0,0 +1,59 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from typing import Any, Dict, List, Optional + +from fate_flow.components import T_LABEL, T_ROLE, T_STAGE +from pydantic import BaseModel + + +class ParameterSpec(BaseModel): + type: str + default: Any + optional: bool + description: str = "" + type_meta: dict = {} + + +class ArtifactSpec(BaseModel): + type: str + optional: bool + stages: Optional[List[T_STAGE]] + roles: List[T_ROLE] + description: str = "" + + +class InputDefinitionsSpec(BaseModel): + parameters: Dict[str, ParameterSpec] + artifacts: Dict[str, ArtifactSpec] + + +class OutputDefinitionsSpec(BaseModel): + artifacts: Dict[str, ArtifactSpec] + + +class ComponentSpec(BaseModel): + name: str + description: str + provider: str + version: str + labels: List[T_LABEL] + roles: List[T_ROLE] + input_definitions: InputDefinitionsSpec + output_definitions: OutputDefinitionsSpec + + +class ComponentSpecV1(BaseModel): + component: ComponentSpec + schema_version: str = "v1" diff --git a/python/fate_flow/engine/computing/_base.py b/python/fate_flow/engine/computing/_base.py index 0904f339a..a4bd77ebb 100644 --- a/python/fate_flow/engine/computing/_base.py +++ b/python/fate_flow/engine/computing/_base.py @@ -61,4 +61,7 @@ def generate_cmd(local_provider_name): "execute", "--env-name", "FATE_TASK_CONFIG", - ] \ No newline at end of file + ] + else: + raise ValueError(f"load local provider {local_provider_name} failed") + return common_cmd diff --git a/python/fate_flow/engine/computing/_eggroll.py b/python/fate_flow/engine/computing/_eggroll.py index 6c3a9e013..b0d2cef72 100644 --- a/python/fate_flow/engine/computing/_eggroll.py +++ b/python/fate_flow/engine/computing/_eggroll.py @@ -16,7 +16,7 @@ import yaml from fate_flow.db.db_models import Task -from fate_flow.engine.computing._base import EngineABC +from fate_flow.engine.computing._base import EngineABC, LocalEngine from fate_flow.entity.types import ProviderDevice, TaskStatus, WorkerName from fate_flow.entity.code import KillProcessRetCode from fate_flow.manager.worker_manager import WorkerManager @@ -26,15 +26,17 @@ from fate_flow.utils.log_utils import schedule_logger -class LocalEggrollEngine(EngineABC): +class LocalEggrollEngine(LocalEngine): def __init__(self, provider: ComponentProvider): self.provider = provider def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): return WorkerManager.start_task_worker( - worker_name=WorkerName.TASK_EXECUTOR, task=task, + worker_name=WorkerName.TASK_EXECUTOR, + task=task, extra_env={"PYTHONPATH": self.provider.python_path}, executable=[self.provider.python_env], + common_cmd=self.generate_cmd(self.provider.name), task_parameters=run_parameters ) diff --git a/python/fate_flow/engine/computing/_spark.py b/python/fate_flow/engine/computing/_spark.py index 48d107978..cd0c231a4 100644 --- a/python/fate_flow/engine/computing/_spark.py +++ b/python/fate_flow/engine/computing/_spark.py @@ -16,14 +16,14 @@ import os from fate_flow.db.db_models import Task -from fate_flow.engine.computing._base import EngineABC +from fate_flow.engine.computing._base import LocalEngine from fate_flow.entity.code import KillProcessRetCode from fate_flow.entity.types import TaskStatus, WorkerName from fate_flow.manager.worker_manager import WorkerManager from fate_flow.utils import job_utils, process_utils -class SparkEngine(EngineABC): +class SparkEngine(LocalEngine): def __init__(self, provider): self.provider = provider @@ -58,9 +58,14 @@ def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_d process_cmd.append(f"--conf") process_cmd.append(f"{ck}={cv}") extra_env = {"SPARK_HOME": spark_home} - return WorkerManager.start_task_worker(worker_name=WorkerName.TASK_EXECUTOR, task=task, - task_parameters=run_parameters, - extra_env=extra_env, executable=process_cmd) + return WorkerManager.start_task_worker( + worker_name=WorkerName.TASK_EXECUTOR, + task=task, + task_parameters=run_parameters, + common_cmd=self.generate_cmd(self.provider.name), + extra_env=extra_env, + executable=process_cmd + ) def kill(self, task): kill_status_code = process_utils.kill_task_executor_process(task) diff --git a/python/fate_flow/entity/__init__.py b/python/fate_flow/entity/__init__.py index e13d2b4e6..1bb3927e4 100644 --- a/python/fate_flow/entity/__init__.py +++ b/python/fate_flow/entity/__init__.py @@ -13,41 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from enum import Enum -from pydantic import BaseModel as Base +from ._base import BaseEntity, BaseModel, CustomEnum -from fate_flow.utils.base_utils import BaseType - - -class BaseEntity(BaseType): - pass - - -class BaseModel(Base): - def to_dict(self): - d = {} - for k, v in self.__dict__.items(): - d[k] = v - return d - - def __str__(self): - return str(self.to_dict()) - - -class CustomEnum(Enum): - @classmethod - def valid(cls, value): - try: - cls(value) - return True - except: - return False - - @classmethod - def values(cls): - return [member.value for member in cls.__members__.values()] - - @classmethod - def names(cls): - return [member.name for member in cls.__members__.values()] \ No newline at end of file +__all__ = ["BaseEntity", "BaseModel", "CustomEnum"] diff --git a/python/fate_flow/entity/_base.py b/python/fate_flow/entity/_base.py new file mode 100644 index 000000000..e13d2b4e6 --- /dev/null +++ b/python/fate_flow/entity/_base.py @@ -0,0 +1,53 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from enum import Enum + +from pydantic import BaseModel as Base + +from fate_flow.utils.base_utils import BaseType + + +class BaseEntity(BaseType): + pass + + +class BaseModel(Base): + def to_dict(self): + d = {} + for k, v in self.__dict__.items(): + d[k] = v + return d + + def __str__(self): + return str(self.to_dict()) + + +class CustomEnum(Enum): + @classmethod + def valid(cls, value): + try: + cls(value) + return True + except: + return False + + @classmethod + def values(cls): + return [member.value for member in cls.__members__.values()] + + @classmethod + def names(cls): + return [member.name for member in cls.__members__.values()] \ No newline at end of file diff --git a/python/fate_flow/entity/spec/__init__.py b/python/fate_flow/entity/spec/__init__.py index 9bb728198..40a84c143 100644 --- a/python/fate_flow/entity/spec/__init__.py +++ b/python/fate_flow/entity/spec/__init__.py @@ -17,3 +17,4 @@ from ._model import * from ._provider import * from ._scheduler import * +from ._flow_task import * diff --git a/python/fate_flow/entity/spec/_dag.py b/python/fate_flow/entity/spec/_dag.py index bdc3991ce..0e15c91cf 100644 --- a/python/fate_flow/entity/spec/_dag.py +++ b/python/fate_flow/entity/spec/_dag.py @@ -141,14 +141,14 @@ class RuntimeInputDefinition(BaseModel): # dag class PartySpec(BaseModel): - role: Union[Literal["guest", "host", "arbiter"]] + role: Union[Literal["guest", "host", "arbiter", "local"]] party_id: List[str] class RuntimeTaskOutputChannelSpec(BaseModel): producer_task: str output_artifact_key: str - roles: Optional[List[Literal["guest", "host", "arbiter"]]] + roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] class ModelWarehouseChannelSpec(BaseModel): @@ -156,7 +156,7 @@ class ModelWarehouseChannelSpec(BaseModel): model_version: Optional[Union[str, int]] producer_task: str output_artifact_key: str - roles: Optional[List[Literal["guest", "host", "arbiter"]]] + roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] InputChannelSpec = TypeVar("InputChannelSpec", RuntimeTaskOutputChannelSpec, ModelWarehouseChannelSpec) diff --git a/python/fate_flow/entity/spec/_flow_task.py b/python/fate_flow/entity/spec/_flow_task.py new file mode 100644 index 000000000..79b3b19b6 --- /dev/null +++ b/python/fate_flow/entity/spec/_flow_task.py @@ -0,0 +1,184 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import logging +import logging.config +import pathlib +from typing import Any, Dict, List, Union, Literal, Optional + +import pydantic + + +class DirectoryDataPool(pydantic.BaseModel): + class DirectoryDataPoolMetadata(pydantic.BaseModel): + uri: str + format: str = "csv" + name_template: str = "{name}" # `name` and `uuid` allowed in template + + type: Literal["directory"] + metadata: DirectoryDataPoolMetadata + + +class CustomDataPool(pydantic.BaseModel): + type: Literal["custom"] + metadata: dict + + +class DirectoryModelPool(pydantic.BaseModel): + class DirectoryDataPoolMetadata(pydantic.BaseModel): + uri: str + format: str = "json" + name_template: str = "{name}" # `name` and `uuid` allowed in template + + type: Literal["directory"] + metadata: DirectoryDataPoolMetadata + + +class DirectoryMetricPool(pydantic.BaseModel): + class DirectoryDataPoolMetadata(pydantic.BaseModel): + uri: str + format: str = "json" + name_template: str = "{name}" # `name` and `uuid` allowed in template + + type: Literal["directory"] + metadata: DirectoryDataPoolMetadata + + +class CustomModelPool(pydantic.BaseModel): + type: Literal["custom"] + metadata: dict + + +class CustomMetricPool(pydantic.BaseModel): + type: Literal["custom"] + metadata: dict + + +class OutputPoolConf(pydantic.BaseModel): + data: Union[DirectoryDataPool, CustomDataPool] + model: Union[DirectoryModelPool, CustomModelPool] + metric: Union[DirectoryMetricPool, CustomMetricPool] + + +class ArtifactSpec(pydantic.BaseModel): + name: str + uri: str + metadata: Optional[dict] = None + + +class FlowLogger(pydantic.BaseModel): + class FlowLoggerMetadata(pydantic.BaseModel): + basepath: pydantic.DirectoryPath + level: Literal["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"] + + @pydantic.validator("basepath", pre=True) + def create_basepath(cls, value): + pathlib.Path(value).mkdir(parents=True, exist_ok=True) + return value + + type: Literal["flow"] + metadata: FlowLoggerMetadata + + def install(self): + self.metadata.basepath.mkdir(parents=True, exist_ok=True) + levels = ["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"] + formatters = {"brief": {"format": "'%(asctime)s %(levelname)-8s %(name)s:%(lineno)s %(message)s'"}} + handlers = {} + filters = {} + + def add_file_handler( + name, + filename, + level, + formater="brief", + filters=[] + ): + handlers[name] = { + "class": "logging.FileHandler", + "level": level, + "formatter": formater, + "filters": filters, + "filename": filename + } + + # add root logger + root_handlers = [] + root_base_path = self.metadata.basepath.joinpath("root") + root_base_path.mkdir(parents=True, exist_ok=True) + for level in levels: + handler_name = f"root_{level.lower()}" + add_file_handler( + name=handler_name, + filename=root_base_path.joinpath(level), + level=level, + ) + root_handlers.append(handler_name) + + # add component logger + component_handlers = [] + component_base_path = self.metadata.basepath.joinpath("component") + component_base_path.mkdir(parents=True, exist_ok=True) + filters["components"] = {"name": "fate.components"} + filters["ml"] = {"name": "fate.ml"} + for level in levels: + handler_name = f"component_{level.lower()}" + add_file_handler( + name=handler_name, + filename=component_base_path.joinpath(level), + level=level, + ) + component_handlers.append(handler_name) + component_loggers = { + "fate.components": dict( + handlers=component_handlers, + filters=["components"], + level=self.metadata.level, + ), + "fate.ml": dict( + handlers=component_handlers, + filters=["ml"], + level=self.metadata.level, + ), + } + + logging.config.dictConfig( + dict( + version=1, + formatters=formatters, + handlers=handlers, + filters=filters, + loggers=component_loggers, + root=dict(handlers=root_handlers, level=self.metadata.level), + disable_existing_loggers=False, + ) + ) + + +class TaskConfigSpec(pydantic.BaseModel): + class TaskInputsSpec(pydantic.BaseModel): + parameters: Dict[str, Any] = {} + artifacts: Dict[str, Union[ArtifactSpec, List[ArtifactSpec]]] = {} + + class TaskConfSpec(pydantic.BaseModel): + logger: FlowLogger + output: OutputPoolConf + + task_id: str + party_task_id: str + component: str + role: str + party_id: str + stage: str = "default" + inputs: TaskInputsSpec = TaskInputsSpec(parameters={}, artifacts={}) + conf: TaskConfSpec diff --git a/python/fate_flow/hub/parser/default/_federation.py b/python/fate_flow/hub/parser/default/_federation.py index 6d0b49a3a..d2e2cc9f1 100644 --- a/python/fate_flow/hub/parser/default/_federation.py +++ b/python/fate_flow/hub/parser/default/_federation.py @@ -19,7 +19,7 @@ class PartySpec(pydantic.BaseModel): - role: Literal["guest", "host", "arbiter"] + role: Literal["guest", "host", "arbiter", "local"] partyid: str def tuple(self): diff --git a/python/fate_flow/manager/worker_manager.py b/python/fate_flow/manager/worker_manager.py index cdbd0544d..3833c7e35 100644 --- a/python/fate_flow/manager/worker_manager.py +++ b/python/fate_flow/manager/worker_manager.py @@ -35,7 +35,7 @@ def start_general_worker(cls, worker_name: WorkerName, job_id="", role="", party pass @classmethod - def start_task_worker(cls, worker_name, task: Task, task_parameters, executable, + def start_task_worker(cls, worker_name, task: Task, task_parameters, executable, common_cmd=None, extra_env: dict = None, **kwargs): worker_id, config_dir, log_dir = cls.get_process_dirs( worker_name=worker_name, @@ -45,7 +45,6 @@ def start_task_worker(cls, worker_name, task: Task, task_parameters, executable, task=task) params_env = cls.get_env(task.f_job_id, task_parameters) extra_env.update(params_env) - specific_cmd = [] if worker_name is WorkerName.TASK_EXECUTOR: from fate_flow.worker.fate_executor import FateSubmit module_file_path = sys.modules[FateSubmit.__module__].__file__ @@ -55,15 +54,6 @@ def start_task_worker(cls, worker_name, task: Task, task_parameters, executable, process_cmd = executable else: process_cmd = [os.getenv("EXECUTOR_ENV") or sys.executable or "python3"] - common_cmd = [ - module_file_path, - "component", - "execute", - "--process-tag", - task.f_execution_id, - "--env-name", - "FATE_TASK_CONFIG", - ] process_cmd.extend(common_cmd) p = process_utils.run_subprocess(job_id=task.f_job_id, config_dir=config_dir, process_cmd=process_cmd, added_env=extra_env, log_dir=log_dir, cwd_dir=config_dir, process_name=worker_name.value, diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index 585915d64..8ec01b1c3 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -25,6 +25,7 @@ API_VERSION = "v2" FATE_FLOW_SERVICE_NAME = "fateflow" SERVER_MODULE = "fate_flow_server.py" +CASBIN_TABLE_NAME = "fate_casbin" TEMP_DIRECTORY = os.path.join(get_fate_flow_directory(), "temp") FATE_FLOW_CONF_PATH = os.path.join(get_fate_flow_directory(), "conf") @@ -52,6 +53,7 @@ IS_STANDALONE = engine_utils.is_standalone() WORKER = get_base_config("worker", {}) DEFAULT_PROVIDER = get_base_config("default_provider", {}) +CASBIN_MODEL_CONF = os.path.join(FATE_FLOW_CONF_PATH, "casbin_model.conf") DATABASE = decrypt_database_config() diff --git a/python/fate_flow/utils/io_utils.py b/python/fate_flow/utils/io_utils.py new file mode 100644 index 000000000..155aaa3bb --- /dev/null +++ b/python/fate_flow/utils/io_utils.py @@ -0,0 +1,184 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import hashlib +import re +from abc import ABCMeta +from dataclasses import dataclass +from typing import Optional + +# see https://www.rfc-editor.org/rfc/rfc3986#appendix-B +# scheme = $2 +# authority = $4 +# path = $5 +# query = $7 +# fragment = $9 +_uri_regex = re.compile(r"^(([^:/?#]+):)?(//([^/?#]*))?([^?#]*)(\?([^#]*))?(#(.*))?") + + +@dataclass +class URI: + schema: str + path: str + query: Optional[str] = None + fragment: Optional[str] = None + authority: Optional[str] = None + + @classmethod + def from_string(cls, uri: str) -> "URI": + match = _uri_regex.fullmatch(uri) + if match is None: + raise ValueError(f"`{uri}` is not valid uri") + _, schema, _, authority, path, _, query, _, fragment = match.groups() + return URI(schema, path, query, fragment, authority) + + def to_schema(self): + for cls in ConcrateURI.__subclasses__(): + if cls.schema() == self.schema: + return cls.from_uri(self) + raise NotImplementedError(f"uri schema `{self.schema}` not found") + + +class ConcrateURI(metaclass=ABCMeta): + @classmethod + def schema(cls) -> str: + ... + + @classmethod + def from_uri(cls, uri: URI) -> "ConcrateURI": + ... + + def create_file(self, name): + ... + + def to_string(self): + ... + + +_EGGROLL_NAME_MAX_SIZE = 128 + + +@dataclass +class FileURI(ConcrateURI): + path: str + + @classmethod + def schema(cls): + return "file" + + @classmethod + def from_uri(cls, uri: URI): + return FileURI(uri.path) + + def create_file(self, name): + return FileURI(f"{self.path}/{name}") + + def to_string(self): + return f"file://{self.path}" + + +@dataclass +class EggrollURI(ConcrateURI): + namespace: str + name: str + + @classmethod + def schema(cls): + return "eggroll" + + @classmethod + def from_uri(cls, uri: URI): + _, namespace, *names = uri.path.split("/") + name = "_".join(names) + if len(name) > _EGGROLL_NAME_MAX_SIZE: + name = hashlib.md5(name.encode(encoding="utf8")).hexdigest()[:_EGGROLL_NAME_MAX_SIZE] + return EggrollURI(namespace, name) + + def create_file(self, name): + name = f"{self.name}_{name}" + if len(name) > _EGGROLL_NAME_MAX_SIZE: + name = hashlib.md5(name.encode(encoding="utf8")).hexdigest()[:_EGGROLL_NAME_MAX_SIZE] + return EggrollURI(namespace=self.namespace, name=name) + + def to_string(self): + return f"eggroll:///{self.namespace}/{self.name}" + + +@dataclass +class HdfsURI(ConcrateURI): + path: str + authority: Optional[str] = None + + @classmethod + def schema(cls): + return "hdfs" + + @classmethod + def from_uri(cls, uri: URI): + return HdfsURI(uri.path, uri.authority) + + def create_file(self, name): + return HdfsURI(path=f"{self.path}/{name}", authority=self.authority) + + def to_string(self): + if self.authority: + return f"hdfs://{self.authority}{self.path}" + else: + return f"hdfs://{self.path}" + + +@dataclass +class HttpURI(ConcrateURI): + path: str + authority: Optional[str] = None + + @classmethod + def schema(cls): + return "http" + + @classmethod + def from_uri(cls, uri: URI): + return HttpURI(uri.path, uri.authority) + + def create_file(self, name): + return HttpURI(path=f"{self.path}/{name}", authority=self.authority) + + def to_string(self): + if self.authority: + return f"http://{self.authority}{self.path}" + else: + return f"http://{self.path}" + + +@dataclass +class HttpsURI(ConcrateURI): + path: str + authority: Optional[str] = None + + @classmethod + def schema(cls): + return "https" + + @classmethod + def from_uri(cls, uri: URI): + return HttpsURI(uri.path, uri.authority) + + def create_file(self, name): + return HttpURI(path=f"{self.path}/{name}", authority=self.authority) + + def to_string(self): + if self.authority: + return f"https://{self.authority}{self.path}" + else: + return f"https://{self.path}" diff --git a/python/fate_flow/worker/fate_flow_executor.py b/python/fate_flow/worker/fate_flow_executor.py index a5d06679e..4acba0b1c 100644 --- a/python/fate_flow/worker/fate_flow_executor.py +++ b/python/fate_flow/worker/fate_flow_executor.py @@ -22,13 +22,14 @@ class FateFlowSubmit: @staticmethod - def run(config_path): - print(config_path) + def run(): + import click + from fate_flow.components.entrypoint.component_cli import component + + cli = click.Group() + cli.add_command(component) + cli(prog_name="python -m fate_flow.component") if __name__ == "__main__": - parser = argparse.ArgumentParser() - parser.add_argument('-c', '--config', required=False, type=str, help="runtime conf path") - args = parser.parse_args() - conf_path = args.config - FateFlowSubmit.run(conf_path) + FateFlowSubmit.run() diff --git a/python/ofx/api/models/resource.py b/python/ofx/api/models/resource.py index 704d4b501..e736eae43 100644 --- a/python/ofx/api/models/resource.py +++ b/python/ofx/api/models/resource.py @@ -81,7 +81,7 @@ def _set_request_timeout(self, kwargs): def _set_url(self, endpoint): return f"{self._url}/{endpoint}" - def remote(self, job_id, method, endpoint, src_party_id, dest_party_id, src_role, json_body, local=False, extra_params=None): + def remote(self, job_id, method, endpoint, src_party_id, dest_party_id, src_role, json_body, is_local=False, extra_params=None): if self.version: endpoint = f"/{self.version}{endpoint}" kwargs = { @@ -102,7 +102,7 @@ def remote(self, job_id, method, endpoint, src_party_id, dest_party_id, src_role "source_host": self.host, "source_port": self.port, }) - if not local and self.remote_host and self.remote_port: + if not is_local and self.remote_host and self.remote_port: kwargs.update({ "host": self.remote_host, "port": self.remote_port, @@ -210,7 +210,8 @@ def federated_command(self, job_id, src_role, src_party_id, dest_role, dest_part src_party_id=src_party_id, dest_party_id=dest_party_id, json_body=body if body else {}, - extra_params=extra_params) + extra_params=extra_params, + is_local=self.is_local(party_id=dest_party_id)) if only_scheduler: return response except Exception as e: @@ -222,6 +223,10 @@ def federated_command(self, job_id, src_role, src_party_id, dest_role, dest_part return response federated_response[dest_role][dest_party_id] = response + @staticmethod + def is_local(party_id): + return party_id == "0" + def job_command(self, job_id, roles, command, command_body=None, parallel=False): federated_response = {} api_type = "partner/job" diff --git a/python/ofx/api/models/worker.py b/python/ofx/api/models/worker.py index 302ea41a4..f86b50a8b 100644 --- a/python/ofx/api/models/worker.py +++ b/python/ofx/api/models/worker.py @@ -16,31 +16,25 @@ class Worker(BaseAPI): + def report_task_status(self, status, execution_id, error=None): + endpoint = '/worker/task/status' + return self.client.post(endpoint=endpoint, json={ + "status": status, + "execution_id": execution_id, + "error": error + }) - def task_parameters(self, task_info): - endpoint = '/party/{}/{}/{}/{}/{}/{}/report'.format( - task_info["job_id"], - task_info["component_name"], - task_info["task_id"], - task_info["task_version"], - task_info["role"], - task_info["party_id"] - ) - return self.client.post(endpoint=endpoint, json=task_info) + def query_task_status(self, execution_id): + endpoint = '/worker/task/status' + return self.client.get(endpoint=endpoint, json={ + "execution_id": execution_id, + }) - def report_task(self, task_info): - endpoint = '/party/{}/{}/{}/{}/{}/{}/report'.format( - task_info["job_id"], - task_info["component_name"], - task_info["task_id"], - task_info["task_version"], - task_info["role"], - task_info["party_id"] - ) - return self.client.post(endpoint=endpoint, json=task_info) - - def output_metric(self, content): - return self.client.post(endpoint="/worker/metric/write", json=content) - - def write_model(self, content): - return self.client.post(endpoint="/worker/model/write", json=content) + def log_output_artifacts(self, execution_id, type, output_key, uri, meta_data): + return self.client.post(endpoint="/worker/task/output/tracking", json={ + "execution_id": execution_id, + "type": type, + "output_key": output_key, + "uri": uri, + "meta_data": meta_data + }) diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt index 10df577f7..07916d19b 100644 --- a/python/requirements-flow.txt +++ b/python/requirements-flow.txt @@ -15,4 +15,5 @@ python-dotenv==0.13.0 ruamel-yaml==0.16.10 pyyaml==5.4.1 networkx -psutil>=5.7.0 \ No newline at end of file +psutil>=5.7.0 +casbin_peewee_adapter \ No newline at end of file From 7130c16141120d565bb325e09b6e719d2627fe30 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 8 Mar 2023 19:46:14 +0800 Subject: [PATCH 065/482] fateflow: client signature and authentication Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/casbin_model.conf | 14 ++ conf/service_conf.yaml | 21 +-- python/fate_flow/apps/__init__.py | 87 +++++++-- python/fate_flow/apps/client/client_app.py | 41 +++++ python/fate_flow/apps/client/job_app.py | 18 +- .../fate_flow/apps/client/permission_app.py | 45 +++++ python/fate_flow/controller/api_controller.py | 34 ++++ python/fate_flow/controller/app_controller.py | 102 +++++++++++ python/fate_flow/db/__init__.py | 2 +- python/fate_flow/db/base_models.py | 26 +-- python/fate_flow/db/casbin_models.py | 166 ++++++++++++++++++ python/fate_flow/db/db_models.py | 9 + python/fate_flow/entity/code/_api.py | 7 + python/fate_flow/entity/types/__init__.py | 1 + python/fate_flow/entity/types/_api.py | 32 ++++ python/fate_flow/fate_flow_server.py | 4 + python/fate_flow/hook/__init__.py | 66 +++++++ python/fate_flow/hook/common/parameters.py | 74 ++++++++ .../hook/flow/client_authentication.py | 33 ++++ python/fate_flow/hook/flow/permission.py | 7 + .../hook/flow/site_authentication.py | 13 ++ python/fate_flow/manager/app_manager.py | 64 +++++++ python/fate_flow/settings.py | 14 ++ python/fate_flow/utils/api_utils.py | 2 +- python/fate_flow/utils/base_utils.py | 13 ++ python/requirements-flow.txt | 3 +- 26 files changed, 844 insertions(+), 54 deletions(-) create mode 100644 conf/casbin_model.conf create mode 100644 python/fate_flow/apps/client/client_app.py create mode 100644 python/fate_flow/apps/client/permission_app.py create mode 100644 python/fate_flow/controller/api_controller.py create mode 100644 python/fate_flow/controller/app_controller.py create mode 100644 python/fate_flow/db/casbin_models.py create mode 100644 python/fate_flow/entity/types/_api.py create mode 100644 python/fate_flow/hook/__init__.py create mode 100644 python/fate_flow/hook/common/parameters.py create mode 100644 python/fate_flow/hook/flow/client_authentication.py create mode 100644 python/fate_flow/hook/flow/permission.py create mode 100644 python/fate_flow/hook/flow/site_authentication.py create mode 100644 python/fate_flow/manager/app_manager.py diff --git a/conf/casbin_model.conf b/conf/casbin_model.conf new file mode 100644 index 000000000..71159e387 --- /dev/null +++ b/conf/casbin_model.conf @@ -0,0 +1,14 @@ +[request_definition] +r = sub, obj, act + +[policy_definition] +p = sub, obj, act + +[role_definition] +g = _, _ + +[policy_effect] +e = some(where (p.eft == allow)) + +[matchers] +m = g(r.sub, p.sub) && r.obj == p.obj && r.act == p.act \ No newline at end of file diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index 38c51a593..f4e27851b 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -72,17 +72,10 @@ computing: home: cores_per_node: 20 nodes: 2 -worker: - type: native - docker: - config: - # https://docker-py.readthedocs.io/en/stable/client.html#docker.client.DockerClient - base_url: unix:///var/run/docker.sock - image: ccr.ccs.tencentyun.com/federatedai/fate_algorithm:2.0.0-alpha - # on container - fate_root_dir: /data/projects/fate - # on host - eggroll_conf_dir: - k8s: - image: ccr.ccs.tencentyun.com/federatedai/fate_algorithm:2.0.0-alpha - namespace: fate-10000 +hook_module: + client_authentication: fate_flow.hook.flow.client_authentication + site_authentication: fate_flow.hook.flow.site_authentication + permission: fate_flow.hook.flow.permission +authentication: + client: true + site: false diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index 6ec5120fd..11cfe9783 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -13,21 +13,28 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import os.path import sys +import types import typing as t from importlib.util import module_from_spec, spec_from_file_location from pathlib import Path -from flask import Blueprint, Flask +from flask import Blueprint, Flask, request from werkzeug.wrappers.request import Request -from fate_flow.settings import API_VERSION, getLogger -from fate_flow.utils.api_utils import args_error_response, server_error_response +from fate_flow.controller.app_controller import PermissionController +from fate_flow.entity.code import ReturnCode +from fate_flow.hook import HookManager +from fate_flow.hook.common.parameters import ClientAuthenticationParameters +from fate_flow.settings import API_VERSION, getLogger, PERMISSION_PAGE, CLIENT_AUTHENTICATION +from fate_flow.utils.api_utils import args_error_response, server_error_response, get_json_result from fate_flow.utils.base_utils import CustomJSONEncoder __all__ = ['app'] +app_list = ["client", "partner", "scheduler", "worker"] logger = getLogger('flask.app') @@ -40,26 +47,76 @@ app.json_encoder = CustomJSONEncoder -def register_page(page_path): - page_name = page_path.stem.rstrip('_app') +def search_pages_path(pages_dir): + return [path for path in pages_dir.glob('*_app.py') if not path.name.startswith('.')] + + +def register_page(page_path, func=None): + page_name = page_path.stem.rstrip('app').rstrip("_") module_name = '.'.join(page_path.parts[page_path.parts.index('apps')-1:-1] + (page_name, )) spec = spec_from_file_location(module_name, page_path) page = module_from_spec(spec) page.app = app page.manager = Blueprint(page_name, module_name) - sys.modules[module_name] = page - spec.loader.exec_module(page) - page_name = getattr(page, 'page_name', page_name) url_prefix = f'/{API_VERSION}/{page_name}' - print(page_name) - - app.register_blueprint(page.manager, url_prefix=url_prefix) + rule_methods_list = [] + # rewrite blueprint route to get rule_list + def route(self, rule: str, **options: t.Any) -> t.Callable: + def decorator(f: t.Callable) -> t.Callable: + endpoint = options.pop("endpoint", None) + rule_methods_list.append((rule, options.get("methods", []))) + self.add_url_rule(rule, endpoint, f, **options) + return f + return decorator -for path in Path(__file__).parent.glob('*/*_app.py'): - if path.name.startswith(('.', '_')): - continue + page.manager.route = types.MethodType(route, page.manager) - register_page(path) + if func: + page.manager.before_request(func) + sys.modules[module_name] = page + spec.loader.exec_module(page) + app.register_blueprint(page.manager, url_prefix=url_prefix) + return page_name, [(os.path.join(url_prefix, rule_methods[0].lstrip("/")), rule_methods[1]) for rule_methods in rule_methods_list] + + +def client_authentication_before_request(): + if CLIENT_AUTHENTICATION: + result = HookManager.client_authentication(ClientAuthenticationParameters( + request.path, request.method, request.headers, + request.form, request.data, request.json, request.full_path + )) + + if result.code != ReturnCode.Base.SUCCESS: + return get_json_result(result.code, result.message) + + +def init_apps(): + urls_dict = {} + before_request_func = { + "client": client_authentication_before_request + } + for key in app_list: + urls_dict[key] = [register_page(path, before_request_func.get(key)) for path in search_pages_path(Path(__file__).parent / key)] + _init_permission_group(urls=urls_dict) + + +def _init_permission_group(urls: dict): + for role, role_items in urls.items(): + super_role = "super_" + role + for resource, rule_methods_list in role_items: + for rule_methods in rule_methods_list: + rule = rule_methods[0] + methods = rule_methods[1] + for method in methods: + if resource == PERMISSION_PAGE: + PermissionController.add_policy(super_role, rule, method) + else: + PermissionController.add_policy(super_role, rule, method) + PermissionController.add_policy(role, rule, method) + PermissionController.add_role_for_user("admin", super_role) + + +init_apps() diff --git a/python/fate_flow/apps/client/client_app.py b/python/fate_flow/apps/client/client_app.py new file mode 100644 index 000000000..cadbf97f4 --- /dev/null +++ b/python/fate_flow/apps/client/client_app.py @@ -0,0 +1,41 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from webargs import fields + +from fate_flow.entity.code import ReturnCode +from fate_flow.manager.app_manager import AppManager +from fate_flow.utils.api_utils import validate_request_params, validate_request_json, get_json_result + + +@manager.route('/app/create', methods=['POST']) +@validate_request_json(app_name=fields.String(required=True)) +def create_app(app_name): + data = AppManager.create_app(app_name=app_name) + return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data=data) + + +@manager.route('/app/delete', methods=['POST']) +@validate_request_json(app_id=fields.String(required=True)) +def delete_app(app_id): + data = AppManager.delete_app(app_id=app_id) + return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data=data) + + +@manager.route('/app/query', methods=['GET']) +@validate_request_params(app_id=fields.String(required=False), app_name=fields.String(required=False)) +def query_app(app_id=None, app_name=None): + apps = AppManager.query_app(app_id=app_id, app_name=app_name) + return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data=[app.to_human_model_dict() for app in apps]) diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index 597d5c965..ad1b5bfc1 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -17,7 +17,7 @@ from fate_flow.controller.job_controller import JobController from fate_flow.entity.code import ReturnCode -from fate_flow.utils.api_utils import get_json_result, validate_request_json +from fate_flow.utils.api_utils import get_json_result, validate_request_json, validate_request_params @manager.route('/submit', methods=['POST']) @@ -27,9 +27,9 @@ def submit_job(dag_schema): return get_json_result(**submit_result) -@manager.route('/query', methods=['POST']) -@validate_request_json(job_id=fields.String(required=False), role=fields.String(required=False), - party_id=fields.String(required=False), status=fields.String(required=False)) +@manager.route('/query', methods=['GET']) +@validate_request_params(job_id=fields.String(required=False), role=fields.String(required=False), + party_id=fields.String(required=False), status=fields.String(required=False)) def query_job(job_id=None, role=None, party_id=None, status=None): jobs = JobController.query_job(job_id=job_id, role=role, party_id=party_id, status=status) if not jobs: @@ -38,11 +38,11 @@ def query_job(job_id=None, role=None, party_id=None, status=None): data=[job.to_human_model_dict() for job in jobs]) -@manager.route('/task/query', methods=['POST']) -@validate_request_json(job_id=fields.String(required=False), role=fields.String(required=False), - party_id=fields.String(required=False), status=fields.String(required=False), - task_name=fields.String(required=False), task_id=fields.String(required=False), - task_version=fields.Integer(required=False)) +@manager.route('/task/query', methods=['GET']) +@validate_request_params(job_id=fields.String(required=False), role=fields.String(required=False), + party_id=fields.String(required=False), status=fields.String(required=False), + task_name=fields.String(required=False), task_id=fields.String(required=False), + task_version=fields.Integer(required=False)) def query_task(job_id=None, role=None, party_id=None, status=None, task_name=None, task_id=None, task_version=None): tasks = JobController.query_tasks(job_id=job_id, role=role, party_id=party_id, status=status, task_name=task_name, task_id=task_id, task_version=task_version) diff --git a/python/fate_flow/apps/client/permission_app.py b/python/fate_flow/apps/client/permission_app.py new file mode 100644 index 000000000..1d42a293f --- /dev/null +++ b/python/fate_flow/apps/client/permission_app.py @@ -0,0 +1,45 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from webargs import fields + +from fate_flow.controller.app_controller import PermissionController +from fate_flow.entity.code import ReturnCode +from fate_flow.settings import PERMISSION_PAGE +from fate_flow.utils.api_utils import get_json_result, validate_request_json, validate_request_params + +page_name = PERMISSION_PAGE + + +@manager.route('/app/grant', methods=['POST']) +@validate_request_json(app_id=fields.String(required=True), role=fields.String(required=True)) +def grant(app_id, role): + PermissionController.add_role_for_user(app_id=app_id, role=role) + return get_json_result(code=ReturnCode.Base.SUCCESS) + + +@manager.route('/app/delete', methods=['POST']) +@validate_request_json(app_id=fields.String(required=True), role=fields.String(required=True)) +def delete(app_id, role): + PermissionController.delete_role_for_user(app_id=app_id, role=role) + return get_json_result(code=ReturnCode.Base.SUCCESS) + + +@manager.route('/app/query', methods=['GET']) +@validate_request_params(app_id=fields.String(required=True)) +def query(app_id): + roles = PermissionController.get_roles_for_user(app_id=app_id) + permissions = PermissionController.get_permissions_for_user(app_id=app_id) + return get_json_result(code=ReturnCode.Base.SUCCESS, data={"roles": roles, "permission": permissions}) diff --git a/python/fate_flow/controller/api_controller.py b/python/fate_flow/controller/api_controller.py new file mode 100644 index 000000000..384947012 --- /dev/null +++ b/python/fate_flow/controller/api_controller.py @@ -0,0 +1,34 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from webargs.aiohttpparser import use_kwargs + +class API: + class Parameter: + @staticmethod + def params(**kwargs): + return use_kwargs(kwargs, location='querystring') + + @staticmethod + def data(**kwargs): + return use_kwargs(kwargs, location='querystring') + + @staticmethod + def json(**kwargs): + return use_kwargs(kwargs, location='querystring') + + @staticmethod + def header(**kwargs): + return use_kwargs(kwargs, location='querystring') diff --git a/python/fate_flow/controller/app_controller.py b/python/fate_flow/controller/app_controller.py new file mode 100644 index 000000000..cafb0e762 --- /dev/null +++ b/python/fate_flow/controller/app_controller.py @@ -0,0 +1,102 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import hashlib +import time + +from fate_flow.db.casbin_models import FATE_CASBIN +from fate_flow.entity.code import ReturnCode +from fate_flow.entity.types import Role +from fate_flow.manager.app_manager import AppManager +from fate_flow.utils.base_utils import generate_random_id + + +class Authentication(object): + @classmethod + def md5_sign(cls, app_id, app_token, user_name, timestamp, nonce): + key = hashlib.md5(str(app_id + user_name + nonce + timestamp).encode("utf8")).hexdigest().lower() + sign = hashlib.md5(str(key + app_token).encode("utf8")).hexdigest().lower() + return sign + + @classmethod + def md5_verify(cls, app_id, user_name, timestamp, nonce, signature): + if cls.check_if_expired(timestamp): + raise ValueError(ReturnCode.API.EXPIRED, "request has expired") + apps = AppManager.query_app(app_id=app_id) + if apps: + _signature = cls.md5_sign( + app_id=app_id, + app_token=apps[0].f_app_token, + user_name=user_name, + timestamp=timestamp, + nonce=nonce + ) + return _signature == signature + else: + raise ValueError(ReturnCode.API.NO_FOUND_APPID, f"no found appid {app_id}") + + @staticmethod + def generate_timestamp(): + return str(int(time.time()*1000)) + + @staticmethod + def generate_nonce(): + return generate_random_id() + + @staticmethod + def check_if_expired(timestamp, timeout=60): + expiration = int(timestamp) + timeout * 1000 + if expiration < int(time.time() * 1000): + return True + else: + return False + + +class PermissionController(object): + @staticmethod + def add_policy(role, resource, permission): + return FATE_CASBIN.add_policy(role, resource, permission) + + @staticmethod + def query_all_role(): + return [role for role in Role().to_dict().values()] + + @staticmethod + def add_role_for_user(app_id, role): + return FATE_CASBIN.add_role_for_user(app_id, role) + + @staticmethod + def delete_role_for_user(app_id, role): + return FATE_CASBIN.delete_role_for_suer(app_id, role) + + @staticmethod + def get_roles_for_user(app_id): + return FATE_CASBIN.get_roles_for_user(app_id) + + @staticmethod + def get_permissions_for_user(app_id): + return FATE_CASBIN.get_permissions_for_user(app_id) + + @staticmethod + def delete_roles_for_user(app_id): + return FATE_CASBIN.delete_roles_for_user(app_id) + + @staticmethod + def has_role_for_user(app_id, role): + return FATE_CASBIN.has_role_for_user(app_id, role) + + @staticmethod + def enforcer(app_id, resource, permission): + return FATE_CASBIN.enforcer(app_id, resource, permission) diff --git a/python/fate_flow/db/__init__.py b/python/fate_flow/db/__init__.py index 17749217b..1556878ce 100644 --- a/python/fate_flow/db/__init__.py +++ b/python/fate_flow/db/__init__.py @@ -15,4 +15,4 @@ # from fate_flow.db.storage_models import * from fate_flow.db.schedule_models import * -from fate_flow.db.db_models import * \ No newline at end of file +from fate_flow.db.db_models import * diff --git a/python/fate_flow/db/base_models.py b/python/fate_flow/db/base_models.py index 2897f1ccd..cb68013cd 100644 --- a/python/fate_flow/db/base_models.py +++ b/python/fate_flow/db/base_models.py @@ -293,12 +293,12 @@ def get_primary_keys_name(cls): def getter_by(cls, attr): return operator.attrgetter(attr)(cls) - @classmethod - def _delete(cls, **kwargs): - _kwargs = {} - for f_k, f_v in kwargs.items(): - _kwargs["f_%s" % f_k] = f_v - cls.delete(**_kwargs) + # @classmethod + # def _delete(cls, **kwargs): + # _kwargs = {} + # for f_k, f_v in kwargs.items(): + # _kwargs["f_%s" % f_k] = f_v + # cls.delete(**_kwargs) @classmethod def query(cls, reverse=None, order_by=None, **kwargs): @@ -440,18 +440,18 @@ def _create_entity(cls, entity_model: object, entity_info: object) -> object: @classmethod @DB.connection_context() - def _query(cls, entity_model, **kwargs) -> object: + def _query(cls, entity_model, **kwargs): return entity_model.query(**kwargs) @classmethod @DB.connection_context() def _delete(cls, entity_model, **kwargs): - model_list = cls._query(entity_model, **kwargs) - delete_list = [] - for model in model_list: - model.delete().execute() - delete_list.append(model.to_human_model_dict()) - return delete_list + _kwargs = {} + filters = [] + for f_k, f_v in kwargs.items(): + attr_name = "f_%s" % f_k + filters.append(operator.attrgetter(attr_name)(entity_model) == f_v) + return entity_model.delete().where(*filters).execute() @classmethod def safe_save(cls, model, defaults, **kwargs): diff --git a/python/fate_flow/db/casbin_models.py b/python/fate_flow/db/casbin_models.py new file mode 100644 index 000000000..6d5eb0355 --- /dev/null +++ b/python/fate_flow/db/casbin_models.py @@ -0,0 +1,166 @@ +from functools import reduce + +import casbin +import peewee as pw + +from fate_flow.db.base_models import singleton, DB +from fate_flow.settings import CASBIN_MODEL_CONF, CASBIN_TABLE_NAME + + +class FlowCasbinAdapter(casbin.persist.Adapter): + def __init__(self): + self.database = DB + proxy = pw.Proxy() + FlowCasbinRule._meta.database = proxy + proxy.initialize(DB) + + def load_policy(self, model): + for line in FlowCasbinRule.select(): + casbin.persist.load_policy_line(str(line), model) + + def _save_policy_line(self, ptype, rule): + data = dict(zip(['v0', 'v1', 'v2', 'v3', 'v4', 'v5'], rule)) + item = FlowCasbinRule(ptype=ptype) + item.__data__.update(data) + item.save() + + def save_policy(self, model): + """saves all policy rules to the storage.""" + for sec in ["p", "g"]: + if sec not in model.model.keys(): + continue + for ptype, ast in model.model[sec].items(): + for rule in ast.policy: + self._save_policy_line(ptype, rule) + return True + + def add_policy(self, sec, ptype, rule): + """adds a policy rule to the storage.""" + self._save_policy_line(ptype, rule) + + def remove_policy(self, sec, ptype, rule): + """removes a policy rule from the storage.""" + if sec in ["p", "g"]: + condition = [FlowCasbinRule.ptype==ptype] + data = dict(zip(['v0', 'v1', 'v2', 'v3', 'v4', 'v5'], rule)) + condition.extend([getattr(FlowCasbinRule, k) == data[k] for k in data]) + check = FlowCasbinRule.select().filter(*condition) + if check.exists(): + FlowCasbinRule.delete().where(*condition).execute() + return True + else: + return False + else: + return False + + def remove_filtered_policy(self, sec, ptype, field_index, *field_values): + """removes policy rules that match the filter from the storage. + This is part of the Auto-Save feature. + """ + pass + + +class FlowCasbinRule(pw.Model): + class Meta: + table_name = CASBIN_TABLE_NAME + ptype = pw.CharField(max_length=255, null=True) + v0 = pw.CharField(max_length=255, null=True) + v1 = pw.CharField(max_length=255, null=True) + v2 = pw.CharField(max_length=255, null=True) + v3 = pw.CharField(max_length=255, null=True) + v4 = pw.CharField(max_length=255, null=True) + v5 = pw.CharField(max_length=255, null=True) + + + def __str__(self): + return reduce(lambda x, y: str(x) + ', ' + str(y) if y else x, + [self.ptype, self.v0, self.v1, self.v2, self.v3, self.v4, self.v5]) + + def __repr__(self): + if not self.id: + return "<{cls}: {desc}>".format(cls=self.__class__.__name__, desc=self) + return "<{cls} {pk}: {desc}>".format(cls=self.__class__.__name__, pk=self.id, desc=self) + + +class FlowEnforcer(casbin.Enforcer): + @property + def reload_policy(self): + self.load_policy() + return self + + +@singleton +class FateCasbin(object): + def __init__(self): + self.adapter = None + self.init_adapter() + self._e = FlowEnforcer(CASBIN_MODEL_CONF, self.adapter) + + def init_adapter(self): + self.adapter = FlowCasbinAdapter() + self.init_table() + + @staticmethod + def init_table(): + FlowCasbinRule.create_table() + + @property + def re(self) -> casbin.Enforcer: + return self._e.reload_policy + + @property + def e(self) -> casbin.Enforcer: + return self._e + + def add_policy(self, role, resource, permission): + return self.e.add_policy(role, resource, permission) + + def remove_policy(self, role, resource, permission): + return self.e.remove_policy(role, resource, permission) + + def add_role_for_user(self, user, role): + return self.e.add_role_for_user(user, role) + + def delete_role_for_suer(self, user, role): + return self.e.delete_role_for_user(user, role) + + def delete_roles_for_user(self, user): + return self.e.delete_roles_for_user(user) + + def delete_user(self, user): + return self.e.delete_user(user) + + def delete_role(self, role): + return self.e.delete_role(role) + + def delete_permission(self, *permission): + return self.e.delete_permission(*permission) + + def delete_permissions_for_user(self, user): + return self.e.delete_permissions_for_user(user) + + def get_roles_for_user(self, user): + return self.re.get_roles_for_user(user) + + def get_users_for_role(self, role): + return self.re.get_users_for_role(role) + + def has_role_for_user(self, user, role): + return self.re.has_role_for_user(user, role) + + def has_permission_for_user(self, user, *permission): + return self.re.has_permission_for_user(user, *permission) + + def get_permissions_for_user(self, user): + return self.re.get_permissions_for_user(user) + + def enforcer(self, *rvals): + return self.re.enforce(*rvals) + +FATE_CASBIN = FateCasbin() + + + + + + diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index 0064cc527..21aa2fef7 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -227,3 +227,12 @@ class ProviderInfo(DataBaseModel): class Meta: db_table = "t_provider_info" + + +class AppInfo(DataBaseModel): + f_app_name = CharField(max_length=100, index=True) + f_app_id = CharField(max_length=100, primary_key=True) + f_app_token = CharField(max_length=100) + + class Meta: + db_table = "t_app_info" diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index f3d388c4a..268ddbdc8 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -41,3 +41,10 @@ class Site: class Provider: PARAMS_ERROR = 4000 DEVICE_NOT_SUPPORTED = 4001 + + class API: + EXPIRED = 5000 + INVALID_PARAMETER = 5001 + NO_FOUND_APPID = 5002 + VERIFY_FAILED = 5003 + AUTHENTICATION_FAILED = 5004 diff --git a/python/fate_flow/entity/types/__init__.py b/python/fate_flow/entity/types/__init__.py index a382352d7..9894ae7bc 100644 --- a/python/fate_flow/entity/types/__init__.py +++ b/python/fate_flow/entity/types/__init__.py @@ -21,3 +21,4 @@ from ._status import * from ._federation import * from ._command import * +from ._api import * diff --git a/python/fate_flow/entity/types/_api.py b/python/fate_flow/entity/types/_api.py new file mode 100644 index 000000000..a9b3ceba7 --- /dev/null +++ b/python/fate_flow/entity/types/_api.py @@ -0,0 +1,32 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from fate_flow.entity import BaseModel + + +class Role(BaseModel): + CLIENT = "client" + PARTNER = "partner" + SCHEDULER = "scheduler" + WORKER = "worker" + + +class ClientRole(BaseModel): + DATA = "data" + JOB = "job" + OUTPUT = "output" + PROVIDER = "provider" + SITE = "site" + diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index 9a8d31609..b6dce812e 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -25,6 +25,8 @@ from werkzeug.serving import run_simple from fate_flow.apps import app from fate_flow.controller.config_manager import ConfigManager +from fate_flow.hook import HookManager +from fate_flow.manager.app_manager import AppManager from fate_flow.manager.provider_manager import ProviderManager from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.db.base_models import init_database_tables as init_flow_db @@ -64,6 +66,8 @@ RuntimeConfig.init_config(JOB_SERVER_HOST=HOST, HTTP_PORT=HTTP_PORT) RuntimeConfig.set_process_role(ProcessRole.DRIVER) ConfigManager.load() + HookManager.init() + AppManager.init() init_scheduler() Detector(interval=5 * 1000, logger=detect_logger).start() FederatedDetector(interval=10 * 1000, logger=detect_logger).start() diff --git a/python/fate_flow/hook/__init__.py b/python/fate_flow/hook/__init__.py new file mode 100644 index 000000000..d7e325ecf --- /dev/null +++ b/python/fate_flow/hook/__init__.py @@ -0,0 +1,66 @@ +import importlib + +from fate_flow.hook.common.parameters import SignatureParameters, AuthenticationParameters, PermissionCheckParameters, \ + SignatureReturn, AuthenticationReturn, PermissionReturn, ClientAuthenticationReturn, ClientAuthenticationParameters +from fate_flow.settings import HOOK_MODULE, stat_logger +from fate_flow.entity.code import ReturnCode + + +class HookManager: + SITE_SIGNATURE = [] + SITE_AUTHENTICATION = [] + CLIENT_AUTHENTICATION = [] + PERMISSION_CHECK = [] + + @staticmethod + def init(): + if HOOK_MODULE is not None: + for modules in HOOK_MODULE.values(): + for module in modules.split(";"): + try: + importlib.import_module(module) + except Exception as e: + stat_logger.exception(e) + + @staticmethod + def register_site_signature_hook(func): + HookManager.SITE_SIGNATURE.append(func) + + @staticmethod + def register_site_authentication_hook(func): + HookManager.SITE_AUTHENTICATION.append(func) + + @staticmethod + def register_client_authentication_hook(func): + HookManager.CLIENT_AUTHENTICATION.append(func) + + @staticmethod + def register_permission_check_hook(func): + HookManager.PERMISSION_CHECK.append(func) + + @staticmethod + def client_authentication(parm: ClientAuthenticationParameters) -> ClientAuthenticationReturn: + if HookManager.CLIENT_AUTHENTICATION: + return HookManager.CLIENT_AUTHENTICATION[0](parm) + return ClientAuthenticationReturn() + + @staticmethod + def site_signature(parm: SignatureParameters) -> SignatureReturn: + if HookManager.SITE_SIGNATURE: + return HookManager.SITE_SIGNATURE[0](parm) + return SignatureReturn() + + @staticmethod + def site_authentication(parm: AuthenticationParameters) -> AuthenticationReturn: + if HookManager.SITE_AUTHENTICATION: + return HookManager.SITE_AUTHENTICATION[0](parm) + return AuthenticationReturn() + + @staticmethod + def permission_check(parm: PermissionCheckParameters) -> PermissionReturn: + if HookManager.PERMISSION_CHECK: + for permission_check_func in HookManager.PERMISSION_CHECK: + result = permission_check_func(parm) + if result.code != ReturnCode.Base.SUCCESS: + return result + return PermissionReturn() diff --git a/python/fate_flow/hook/common/parameters.py b/python/fate_flow/hook/common/parameters.py new file mode 100644 index 000000000..63970d732 --- /dev/null +++ b/python/fate_flow/hook/common/parameters.py @@ -0,0 +1,74 @@ +from fate_flow.entity.code import ReturnCode + + +class ParametersBase: + def to_dict(self): + d = {} + for k, v in self.__dict__.items(): + d[k] = v + return d + + +class ClientAuthenticationParameters(ParametersBase): + def __init__(self, path, method, headers, form, data, json, full_path): + self.path = path + self.method = method + self.headers = headers + self.form = form + self.data = data + self.json = json + self.full_path = full_path + + +class ClientAuthenticationReturn(ParametersBase): + def __init__(self, code=ReturnCode.Base.SUCCESS, message="success"): + self.code = code + self.message = message + + +class SignatureParameters(ParametersBase): + def __init__(self, party_id, body): + self.party_id = party_id + self.body = body + + +class SignatureReturn(ParametersBase): + def __init__(self, code=ReturnCode.Base.SUCCESS, site_signature=None): + self.code = code + self.site_signature = site_signature + + +class AuthenticationParameters(ParametersBase): + def __init__(self, src_party_id, site_signature, body): + self.src_party_id = src_party_id + self.site_signature = site_signature + self.body = body + + +class AuthenticationReturn(ParametersBase): + def __init__(self, code=ReturnCode.Base.SUCCESS, message="success"): + self.code = code + self.message = message + + +class PermissionCheckParameters(ParametersBase): + def __init__(self, src_role, src_party_id, role, party_id, initiator, roles, component_list, dataset_list, runtime_conf, dsl, component_parameters): + self.src_role = src_role + self.src_party_id = src_party_id + self.role = role + self.party_id = party_id + self.initiator = initiator + self.roles = roles + self.component_list = component_list + self.dataset_list = dataset_list + self.run_time_conf = runtime_conf + self.dsl = dsl + self.component_parameters = component_parameters + + +class PermissionReturn(ParametersBase): + def __init__(self, code=ReturnCode.Base.SUCCESS, message="success"): + self.code = code + self.message = message + + diff --git a/python/fate_flow/hook/flow/client_authentication.py b/python/fate_flow/hook/flow/client_authentication.py new file mode 100644 index 000000000..d0f6c20e4 --- /dev/null +++ b/python/fate_flow/hook/flow/client_authentication.py @@ -0,0 +1,33 @@ +from fate_flow.controller.app_controller import Authentication, PermissionController +from fate_flow.entity.code import ReturnCode +from fate_flow.hook import HookManager +from fate_flow.hook.common.parameters import ClientAuthenticationReturn, ClientAuthenticationParameters + + +@HookManager.register_client_authentication_hook +def authentication(parm: ClientAuthenticationParameters) -> ClientAuthenticationReturn: + app_id = parm.headers.get("app_id") + user_name = parm.headers.get("user_name") + timestamp = parm.headers.get("timestamp") + nonce = parm.headers.get("nonce") + signature = parm.headers.get("signature") + check_parameters(app_id, user_name, timestamp, nonce, signature) + if Authentication.md5_verify(app_id, user_name, timestamp, nonce, signature): + if PermissionController.enforcer(app_id, parm.path, parm.method): + return ClientAuthenticationReturn(code=ReturnCode.Base.SUCCESS, message="success") + else: + return ClientAuthenticationReturn(code=ReturnCode.API.AUTHENTICATION_FAILED, + message="Authentication Failed") + else: + return ClientAuthenticationReturn(code=ReturnCode.API.VERIFY_FAILED, message="varify failed!") + + +def check_parameters(app_id, user_name, time_stamp, nonce, signature): + if not app_id: + raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter: app-id") + if not time_stamp or not isinstance(time_stamp, str): + raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter:timestamp") + if not nonce or not isinstance(time_stamp, str) or len(nonce) != 4: + raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter: nonce") + if not signature: + raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter: signature") diff --git a/python/fate_flow/hook/flow/permission.py b/python/fate_flow/hook/flow/permission.py new file mode 100644 index 000000000..39308d1d6 --- /dev/null +++ b/python/fate_flow/hook/flow/permission.py @@ -0,0 +1,7 @@ +from fate_flow.hook import HookManager +from fate_flow.hook.common.parameters import PermissionCheckParameters, PermissionReturn + + +@HookManager.register_permission_check_hook +def permission(parm: PermissionCheckParameters) -> PermissionReturn: + return PermissionReturn() diff --git a/python/fate_flow/hook/flow/site_authentication.py b/python/fate_flow/hook/flow/site_authentication.py new file mode 100644 index 000000000..a99c3f30a --- /dev/null +++ b/python/fate_flow/hook/flow/site_authentication.py @@ -0,0 +1,13 @@ +from fate_flow.hook import HookManager +from fate_flow.hook.common.parameters import SignatureParameters, SignatureReturn, AuthenticationParameters, \ + AuthenticationReturn + + +@HookManager.register_site_signature_hook +def signature(parm: SignatureParameters) -> SignatureReturn: + return SignatureReturn() + + +@HookManager.register_site_authentication_hook +def authentication(parm: AuthenticationParameters) -> AuthenticationReturn: + return AuthenticationReturn() diff --git a/python/fate_flow/manager/app_manager.py b/python/fate_flow/manager/app_manager.py new file mode 100644 index 000000000..7f016822c --- /dev/null +++ b/python/fate_flow/manager/app_manager.py @@ -0,0 +1,64 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from fate_flow.db.base_models import BaseModelOperate +from fate_flow.db.db_models import AppInfo +from fate_flow.settings import ADMIN_KEY, ADMIN_ID, CLIENT_AUTHENTICATION +from fate_flow.utils.base_utils import generate_random_id +from fate_flow.utils.wraps_utils import filter_parameters + + +class AppManager(BaseModelOperate): + @classmethod + def init(cls): + if CLIENT_AUTHENTICATION: + if cls.query_app(app_name="admin"): + cls._delete(AppInfo, app_name="admin") + cls.create_app(app_name="admin", app_id="admin", app_token=ADMIN_KEY) + + @classmethod + def create_app(cls, app_name, app_id=None, app_token=None): + if not app_id: + app_id = cls.generate_app_id() + if not app_token: + app_token = cls.generate_app_token() + app_info = { + "app_name": app_name, + "app_id": app_id, + "app_token": app_token + } + cls._create_entity(AppInfo, app_info) + return app_info + + @classmethod + @filter_parameters() + def delete_app(cls, **kwargs): + return cls._delete(AppInfo, **kwargs) + + @classmethod + @filter_parameters() + def query_app(cls, **kwargs): + return cls._query(AppInfo, **kwargs) + + @classmethod + def generate_app_id(cls, length=8): + app_id = generate_random_id(length=length, only_number=True) + if cls.query_app(app_id=app_id): + cls.generate_app_id() + else: + return app_id + + @classmethod + def generate_app_token(cls, length=10): + return generate_random_id(length=length) diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index 8ec01b1c3..61c884e68 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -26,6 +26,7 @@ FATE_FLOW_SERVICE_NAME = "fateflow" SERVER_MODULE = "fate_flow_server.py" CASBIN_TABLE_NAME = "fate_casbin" +PERMISSION_PAGE = "permission" TEMP_DIRECTORY = os.path.join(get_fate_flow_directory(), "temp") FATE_FLOW_CONF_PATH = os.path.join(get_fate_flow_directory(), "conf") @@ -87,3 +88,16 @@ CACHE_MODEL_STORE_PATH = os.path.join(get_fate_flow_directory(), "model", "cache") LOCAL_DATA_STORE_PATH = os.path.join(get_fate_flow_directory(), "data") BASE_URI = f"{PROTOCOL}://{HOST}:{HTTP_PORT}/{API_VERSION}" + +HOOK_MODULE = get_base_config("hook_module") + +# authentication +AUTHENTICATION_CONF = get_base_config("authentication", {}) +# client +CLIENT_AUTHENTICATION = AUTHENTICATION_CONF.get("client", False) +# site +SITE_AUTHENTICATION = AUTHENTICATION_CONF.get("site", False) + +ADMIN_ID = "admin" +ADMIN_KEY = "fate_flow_admin" + diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index 2d9f31617..a796d170f 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -46,7 +46,7 @@ def get_json_result(code=ReturnCode.Base.SUCCESS, message='success', data=None, def server_error_response(e): stat_logger.exception(e) if len(e.args) > 1: - return get_json_result(code=ReturnCode.Base.EXCEPTION_ERROR, message=repr(e.args[0]), data=e.args[1]) + return get_json_result(code=e.args[0], message=e.args[1]) return get_json_result(code=ReturnCode.Base.EXCEPTION_ERROR, message=repr(e)) diff --git a/python/fate_flow/utils/base_utils.py b/python/fate_flow/utils/base_utils.py index a3ea7ec14..3d4926207 100644 --- a/python/fate_flow/utils/base_utils.py +++ b/python/fate_flow/utils/base_utils.py @@ -16,6 +16,7 @@ import datetime import json import os +import random import socket import time import uuid @@ -89,6 +90,18 @@ def bytes_to_string(byte): return byte.decode(encoding="utf-8") +def generate_random_id(length=6, only_number=False): + random_id = '' + if only_number: + chars = '0123456789' + else: + chars = 'AaBbCcDdEeFfGgHhIiJjKkLlMmNnOoPpQqRrSsTtUuVvWwXxYyZz0123456789' + len_chars = len(chars) - 1 + for i in range(length): + random_id += chars[random.randint(0, len_chars)] + return random_id + + def json_dumps(src, byte=False, indent=None, with_type=False): dest = json.dumps(src, indent=indent, cls=CustomJSONEncoder, with_type=with_type) if byte: diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt index 07916d19b..3eb07f367 100644 --- a/python/requirements-flow.txt +++ b/python/requirements-flow.txt @@ -16,4 +16,5 @@ ruamel-yaml==0.16.10 pyyaml==5.4.1 networkx psutil>=5.7.0 -casbin_peewee_adapter \ No newline at end of file +casbin_peewee_adapter +casbin \ No newline at end of file From afa9dd4777ce8d8e968f1e60beb4286fb95d4f5c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 9 Mar 2023 11:33:32 +0800 Subject: [PATCH 066/482] fateflow:update api input and output Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/__init__.py | 8 +- python/fate_flow/apps/client/client_app.py | 15 +- python/fate_flow/apps/client/data_app.py | 20 +-- python/fate_flow/apps/client/job_app.py | 41 +++--- python/fate_flow/apps/client/output_app.py | 35 +++-- .../fate_flow/apps/client/permission_app.py | 16 ++- python/fate_flow/apps/client/provider_app.py | 28 ++-- python/fate_flow/apps/client/site_app.py | 8 +- python/fate_flow/apps/partner/partner_app.py | 135 ++++++++++++------ .../fate_flow/apps/scheduler/scheduler_app.py | 24 ++-- python/fate_flow/apps/worker/worker_app.py | 36 ++--- python/fate_flow/controller/api_controller.py | 34 ----- python/fate_flow/utils/api_utils.py | 108 +++++--------- 13 files changed, 263 insertions(+), 245 deletions(-) delete mode 100644 python/fate_flow/controller/api_controller.py diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index 11cfe9783..fe9eeaca4 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -29,7 +29,7 @@ from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import ClientAuthenticationParameters from fate_flow.settings import API_VERSION, getLogger, PERMISSION_PAGE, CLIENT_AUTHENTICATION -from fate_flow.utils.api_utils import args_error_response, server_error_response, get_json_result +from fate_flow.utils.api_utils import API from fate_flow.utils.base_utils import CustomJSONEncoder @@ -42,8 +42,8 @@ app = Flask(__name__) app.url_map.strict_slashes = False -app.errorhandler(422)(args_error_response) -app.errorhandler(Exception)(server_error_response) +app.errorhandler(422)(API.Output.args_error_response) +app.errorhandler(Exception)(API.Output.server_error_response) app.json_encoder = CustomJSONEncoder @@ -90,7 +90,7 @@ def client_authentication_before_request(): )) if result.code != ReturnCode.Base.SUCCESS: - return get_json_result(result.code, result.message) + return API.Output.json(result.code, result.message) def init_apps(): diff --git a/python/fate_flow/apps/client/client_app.py b/python/fate_flow/apps/client/client_app.py index cadbf97f4..6eac59343 100644 --- a/python/fate_flow/apps/client/client_app.py +++ b/python/fate_flow/apps/client/client_app.py @@ -17,25 +17,26 @@ from fate_flow.entity.code import ReturnCode from fate_flow.manager.app_manager import AppManager -from fate_flow.utils.api_utils import validate_request_params, validate_request_json, get_json_result +from fate_flow.utils.api_utils import API @manager.route('/app/create', methods=['POST']) -@validate_request_json(app_name=fields.String(required=True)) +@API.Input.json(app_name=fields.String(required=True)) def create_app(app_name): data = AppManager.create_app(app_name=app_name) - return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data=data) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=data) @manager.route('/app/delete', methods=['POST']) -@validate_request_json(app_id=fields.String(required=True)) +@API.Input.json(app_id=fields.String(required=True)) def delete_app(app_id): data = AppManager.delete_app(app_id=app_id) - return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data=data) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=data) @manager.route('/app/query', methods=['GET']) -@validate_request_params(app_id=fields.String(required=False), app_name=fields.String(required=False)) +@API.Input.params(app_id=fields.String(required=False)) +@API.Input.params(app_name=fields.String(required=False)) def query_app(app_id=None, app_name=None): apps = AppManager.query_app(app_id=app_id, app_name=app_name) - return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data=[app.to_human_model_dict() for app in apps]) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=[app.to_human_model_dict() for app in apps]) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index fc8a30836..98b6adfee 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -16,27 +16,31 @@ from webargs import fields from fate_flow.engine import storage -from fate_flow.entity.code import ReturnCode from fate_flow.manager.data_manager import DataManager -from fate_flow.utils.api_utils import get_json_result, validate_request_json, validate_request_params +from fate_flow.utils.api_utils import API from fate_flow.utils.data_upload import Upload, UploadParam page_name = "data" @manager.route('/upload', methods=['POST']) -@validate_request_json(file=fields.String(required=True), head=fields.Bool(required=True), - namespace=fields.String(required=True), name=fields.String(required=True), - partitions=fields.Integer(required=True), storage_engine=fields.String(required=False), - destroy=fields.Bool(required=False), meta=fields.Dict(required=True)) +@API.Input.json(file=fields.String(required=True)) +@API.Input.json(head=fields.Bool(required=True)) +@API.Input.json(namespace=fields.String(required=True)) +@API.Input.json(name=fields.String(required=True)) +@API.Input.json(partitions=fields.Integer(required=True)) +@API.Input.json(storage_engine=fields.String(required=False)) +@API.Input.json(destroy=fields.Bool(required=False)) +@API.Input.json(meta=fields.Dict(required=True)) def upload_data(file, head, partitions, namespace, name, meta, destroy=False, storage_engine=""): data = Upload().run(parameters=UploadParam(file=file, head=head, partitions=partitions, namespace=namespace, name=name, storage_engine=storage_engine, meta=meta, destroy=destroy)) - return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data=data) + return API.Output.json(data=data) @manager.route('/download', methods=['GET']) -@validate_request_params(name=fields.String(required=True), namespace=fields.String(required=True)) +@API.Input.params(name=fields.String(required=True)) +@API.Input.params(namespace=fields.String(required=True)) def download(namespace, name): data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) return DataManager.send_table( diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index ad1b5bfc1..4b75981b9 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -17,53 +17,58 @@ from fate_flow.controller.job_controller import JobController from fate_flow.entity.code import ReturnCode -from fate_flow.utils.api_utils import get_json_result, validate_request_json, validate_request_params +from fate_flow.utils.api_utils import API @manager.route('/submit', methods=['POST']) -@validate_request_json(dag_schema=fields.Dict(required=True)) +@API.Input.json(dag_schema=fields.Dict(required=True)) def submit_job(dag_schema): submit_result = JobController.request_create_job(dag_schema) - return get_json_result(**submit_result) + return API.Output.json(**submit_result) @manager.route('/query', methods=['GET']) -@validate_request_params(job_id=fields.String(required=False), role=fields.String(required=False), - party_id=fields.String(required=False), status=fields.String(required=False)) +@API.Input.params(job_id=fields.String(required=False)) +@API.Input.params(role=fields.String(required=False)) +@API.Input.params(party_id=fields.String(required=False)) +@API.Input.params(status=fields.String(required=False)) def query_job(job_id=None, role=None, party_id=None, status=None): jobs = JobController.query_job(job_id=job_id, role=role, party_id=party_id, status=status) if not jobs: - return get_json_result(code=ReturnCode.Job.NOT_FOUND, message="job no found") - return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", + return API.Output.json(code=ReturnCode.Job.NOT_FOUND, message="job no found") + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=[job.to_human_model_dict() for job in jobs]) @manager.route('/task/query', methods=['GET']) -@validate_request_params(job_id=fields.String(required=False), role=fields.String(required=False), - party_id=fields.String(required=False), status=fields.String(required=False), - task_name=fields.String(required=False), task_id=fields.String(required=False), - task_version=fields.Integer(required=False)) +@API.Input.params(job_id=fields.String(required=False)) +@API.Input.params(role=fields.String(required=False)) +@API.Input.params(party_id=fields.String(required=False)) +@API.Input.params(status=fields.String(required=False)) +@API.Input.params(task_name=fields.String(required=False)) +@API.Input.params(task_id=fields.String(required=False)) +@API.Input.params(task_version=fields.Integer(required=False)) def query_task(job_id=None, role=None, party_id=None, status=None, task_name=None, task_id=None, task_version=None): tasks = JobController.query_tasks(job_id=job_id, role=role, party_id=party_id, status=status, task_name=task_name, task_id=task_id, task_version=task_version) if not tasks: - return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task no found") - return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", + return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task no found") + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=[task.to_human_model_dict() for task in tasks]) @manager.route('/stop', methods=['POST']) -@validate_request_json(job_id=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True)) def request_stop_job(job_id=None): stop_result = JobController.request_stop_job(job_id=job_id) - return get_json_result(**stop_result) + return API.Output.json(**stop_result) @manager.route('/rerun', methods=['POST']) -@validate_request_json(job_id=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True)) def request_rerun_job(job_id=None): jobs = JobController.query_job(job_id=job_id) if not jobs: - return get_json_result(code=ReturnCode.Job.NOT_FOUND, message="job not found") + return API.Output.json(code=ReturnCode.Job.NOT_FOUND, message="job not found") rerun_result = JobController.request_rerun_job(job=jobs[0]) - return get_json_result(**rerun_result) + return API.Output.json(**rerun_result) diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 4112087b6..0d2a51906 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -19,41 +19,46 @@ from fate_flow.manager.model_manager import PipelinedModel from fate_flow.manager.output_manager import OutputMetric from fate_flow.operation.job_saver import JobSaver -from fate_flow.utils.api_utils import get_json_result, validate_request_params +from fate_flow.utils.api_utils import API @manager.route('/metric/key/query', methods=['GET']) -@validate_request_params(job_id=fields.String(required=True), role=fields.String(required=True), - party_id=fields.String(required=True), task_name=fields.String(required=True)) +@API.Input.params(job_id=fields.String(required=True)) +@API.Input.params(role=fields.String(required=True)) +@API.Input.params(party_id=fields.String(required=True)) +@API.Input.params(task_name=fields.String(required=True)) def query_metric_key(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: - return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task not found") + return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") metric_keys = OutputMetric(job_id=job_id, role=role, party_id=party_id, task_name=task_name, task_id=tasks[0].f_task_id, task_version=tasks[0].f_task_version).query_metric_keys() - return get_json_result(code=ReturnCode.Base.SUCCESS, message='success', data=metric_keys) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success', data=metric_keys) @manager.route('/metric/query', methods=['GET']) -@validate_request_params(job_id=fields.String(required=True), role=fields.String(required=True), - party_id=fields.String(required=True), task_name=fields.String(required=True), - filters=fields.Dict(required=False)) +@API.Input.params(job_id=fields.String(required=True)) +@API.Input.params(role=fields.String(required=True)) +@API.Input.params(party_id=fields.String(required=True)) +@API.Input.params(task_name=fields.String(required=True)) +@API.Input.params(filters=fields.Dict(required=False)) def query_metric(job_id, role, party_id, task_name, filters=None): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: - return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task not found") + return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") metrics = OutputMetric(job_id=job_id, role=role, party_id=party_id, task_name=task_name, task_id=tasks[0].f_task_id, task_version=tasks[0].f_task_version).read_metrics(filters) - return get_json_result(code=ReturnCode.Base.SUCCESS, message='success', data=metrics) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success', data=metrics) @manager.route('/model/query', methods=['GET']) -@validate_request_params(job_id=fields.String(required=True), role=fields.String(required=True), - party_id=fields.String(required=True), task_name=fields.String(required=True)) +@API.Input.params(job_id=fields.String(required=True)) +@API.Input.params(role=fields.String(required=True)) +@API.Input.params(party_id=fields.String(required=True)) +@API.Input.params(task_name=fields.String(required=True)) def query_model(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: - return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task not found") - + return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") model_data, message = PipelinedModel(role=role, party_id=party_id, job_id=job_id).read_model_data(task_name) - return get_json_result(code=ReturnCode.Base.SUCCESS, message=message, data=model_data) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message=message, data=model_data) diff --git a/python/fate_flow/apps/client/permission_app.py b/python/fate_flow/apps/client/permission_app.py index 1d42a293f..1bf6f3721 100644 --- a/python/fate_flow/apps/client/permission_app.py +++ b/python/fate_flow/apps/client/permission_app.py @@ -18,28 +18,30 @@ from fate_flow.controller.app_controller import PermissionController from fate_flow.entity.code import ReturnCode from fate_flow.settings import PERMISSION_PAGE -from fate_flow.utils.api_utils import get_json_result, validate_request_json, validate_request_params +from fate_flow.utils.api_utils import API page_name = PERMISSION_PAGE @manager.route('/app/grant', methods=['POST']) -@validate_request_json(app_id=fields.String(required=True), role=fields.String(required=True)) +@API.Input.json(app_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) def grant(app_id, role): PermissionController.add_role_for_user(app_id=app_id, role=role) - return get_json_result(code=ReturnCode.Base.SUCCESS) + return API.Output.json() @manager.route('/app/delete', methods=['POST']) -@validate_request_json(app_id=fields.String(required=True), role=fields.String(required=True)) +@API.Input.json(app_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) def delete(app_id, role): PermissionController.delete_role_for_user(app_id=app_id, role=role) - return get_json_result(code=ReturnCode.Base.SUCCESS) + return API.Output.json() @manager.route('/app/query', methods=['GET']) -@validate_request_params(app_id=fields.String(required=True)) +@API.Input.params(app_id=fields.String(required=True)) def query(app_id): roles = PermissionController.get_roles_for_user(app_id=app_id) permissions = PermissionController.get_permissions_for_user(app_id=app_id) - return get_json_result(code=ReturnCode.Base.SUCCESS, data={"roles": roles, "permission": permissions}) + return API.Output.json(code=ReturnCode.Base.SUCCESS, data={"roles": roles, "permission": permissions}) diff --git a/python/fate_flow/apps/client/provider_app.py b/python/fate_flow/apps/client/provider_app.py index cbd100f04..95c64bc4b 100644 --- a/python/fate_flow/apps/client/provider_app.py +++ b/python/fate_flow/apps/client/provider_app.py @@ -17,32 +17,38 @@ from fate_flow.entity.code import ReturnCode from fate_flow.manager.provider_manager import ProviderManager -from fate_flow.utils.api_utils import validate_request_json, get_json_result, validate_request_params +from fate_flow.utils.api_utils import API @manager.route('/register', methods=['POST']) -@validate_request_json(name=fields.String(required=True), device=fields.String(required=True), - version=fields.String(required=True), metadata=fields.Dict(required=True)) +@API.Input.json(name=fields.String(required=True)) +@API.Input.json(device=fields.String(required=True)) +@API.Input.json(version=fields.String(required=True)) +@API.Input.json(metadata=fields.Dict(required=True)) def register(name, device, version, metadata): provider = ProviderManager.get_provider(name=name, device=device, version=version, metadata=metadata) if provider: operator_type = ProviderManager.register_provider(provider) - return get_json_result(message=f"{operator_type} success") + return API.Output.json(message=f"{operator_type} success") else: - return get_json_result(code=ReturnCode.Provider.DEVICE_NOT_SUPPORTED, message=device) + return API.Output.json(code=ReturnCode.Provider.DEVICE_NOT_SUPPORTED, message=device) @manager.route('/query', methods=['GET']) -@validate_request_params(name=fields.String(required=False), device=fields.String(required=False), - version=fields.String(required=False), provider_name=fields.String(required=False)) +@API.Input.params(name=fields.String(required=False)) +@API.Input.params(device=fields.String(required=False)) +@API.Input.params(version=fields.String(required=False)) +@API.Input.params(provider_name=fields.String(required=False)) def query(name=None, device=None, version=None, provider_name=None): providers = ProviderManager.query_provider(name=name, device=device, version=version, provider_name=provider_name) - return get_json_result(data=[provider.to_human_model_dict() for provider in providers]) + return API.Output.json(data=[provider.to_human_model_dict() for provider in providers]) @manager.route('/delete', methods=['POST']) -@validate_request_json(name=fields.String(required=False), device=fields.String(required=False), - version=fields.String(required=False), provider_name=fields.String(required=False)) +@API.Input.json(name=fields.String(required=False)) +@API.Input.json(device=fields.String(required=False)) +@API.Input.json(version=fields.String(required=False)) +@API.Input.json(provider_name=fields.String(required=False)) def delete(name=None, device=None, version=None, provider_name=None): result = ProviderManager.delete_provider(name=name, device=device, version=version, provider_name=provider_name) - return get_json_result(data=result) + return API.Output.json(data=result) diff --git a/python/fate_flow/apps/client/site_app.py b/python/fate_flow/apps/client/site_app.py index 52a43e94b..365410343 100644 --- a/python/fate_flow/apps/client/site_app.py +++ b/python/fate_flow/apps/client/site_app.py @@ -13,16 +13,14 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from webargs import fields - from fate_flow.entity.code import ReturnCode from fate_flow.settings import PARTY_ID, IS_STANDALONE -from fate_flow.utils.api_utils import get_json_result +from fate_flow.utils.api_utils import API @manager.route('/info/query', methods=['GET']) def query_site_info(): if not IS_STANDALONE: - return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data={"party_id": PARTY_ID}) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data={"party_id": PARTY_ID}) else: - return get_json_result(code=ReturnCode.Site.IS_STANDALONE, message="site is standalone") + return API.Output.json(code=ReturnCode.Site.IS_STANDALONE, message="site is standalone") diff --git a/python/fate_flow/apps/partner/partner_app.py b/python/fate_flow/apps/partner/partner_app.py index 041703618..05389a765 100644 --- a/python/fate_flow/apps/partner/partner_app.py +++ b/python/fate_flow/apps/partner/partner_app.py @@ -21,30 +21,39 @@ from fate_flow.entity.code import ReturnCode from fate_flow.manager.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver -from fate_flow.utils.api_utils import get_json_result, job_request_json, task_request_json +from fate_flow.utils.api_utils import API page_name = 'partner' @manager.route('/job/create', methods=['POST']) -@job_request_json(dag_schema=fields.Dict(required=True)) +@API.Input.json(dag_schema=fields.Dict(required=True)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) def partner_create_job(dag_schema, job_id, role, party_id): try: JobController.create_job(dag_schema, job_id, role, party_id) - return get_json_result(code=ReturnCode.Base.SUCCESS, message="create job success") + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="create job success") except RuntimeError as e: - return get_json_result(code=ReturnCode.Job.CREATE_JOB_FAILED, message=str(e), data={"job_id": job_id}) + return API.Output.json(code=ReturnCode.Job.CREATE_JOB_FAILED, message=str(e), data={"job_id": job_id}) @manager.route('/job/start', methods=['POST']) -@job_request_json(extra_info=fields.Dict(required=False)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(extra_info=fields.Dict(required=False)) def start_job(job_id, role, party_id, extra_info=None): JobController.start_job(job_id=job_id, role=role, party_id=party_id, extra_info=extra_info) - return get_json_result(code=ReturnCode.Base.SUCCESS, message="start job success") + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="start job success") @manager.route('/job/status/update', methods=['POST']) -@job_request_json(status=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(status=fields.String(required=True)) def partner_job_status_update(job_id, role, party_id, status): job_info = { "job_id": job_id, @@ -53,14 +62,17 @@ def partner_job_status_update(job_id, role, party_id, status): "status": status } if JobController.update_job_status(job_info=job_info): - return get_json_result(code=ReturnCode.Base.SUCCESS, message='success') + return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') else: - return get_json_result(code=ReturnCode.Job.UPDATE_STATUS_FAILED, + return API.Output.json(code=ReturnCode.Job.UPDATE_STATUS_FAILED, message="update job status does not take effect") @manager.route('/job/update', methods=['POST']) -@job_request_json(progress=fields.Float()) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(progress=fields.Float()) def partner_job_update(job_id, role, party_id, progress): job_info = { "job_id": job_id, @@ -70,94 +82,123 @@ def partner_job_update(job_id, role, party_id, progress): if progress: job_info.update({"progress": progress}) if JobController.update_job(job_info=job_info): - return get_json_result(code=ReturnCode.Base.SUCCESS, message='success') + return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') else: - return get_json_result(code=ReturnCode.Job.UPDATE_FAILED, message="update job does not take effect") + return API.Output.json(code=ReturnCode.Job.UPDATE_FAILED, message="update job does not take effect") @manager.route('/job/pipeline/save', methods=['POST']) -@job_request_json() +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) def save_pipeline(job_id, role, party_id): - return get_json_result(code=ReturnCode.Base.SUCCESS, message='success') + return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') @manager.route('/job/resource/apply', methods=['POST']) -@job_request_json() +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) def apply_resource(job_id, role, party_id): status = ResourceManager.apply_for_job_resource(job_id, role, party_id) if status: - return get_json_result(code=ReturnCode.Base.SUCCESS, message='success') + return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') else: - return get_json_result(code=ReturnCode.Job.APPLY_RESOURCE_FAILED, + return API.Output.json(code=ReturnCode.Job.APPLY_RESOURCE_FAILED, message=f'apply for job {job_id} resource failed') @manager.route('/job/resource/return', methods=['POST']) -@job_request_json() +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) def return_resource(job_id, role, party_id): status = ResourceManager.return_job_resource(job_id=job_id, role=role, party_id=party_id) if status: - return get_json_result(ReturnCode.Base.SUCCESS, message='success') + return API.Output.json(ReturnCode.Base.SUCCESS, message='success') else: - return get_json_result(code=ReturnCode.Job.APPLY_RESOURCE_FAILED, + return API.Output.json(code=ReturnCode.Job.APPLY_RESOURCE_FAILED, message=f'return for job {job_id} resource failed') @manager.route('/job/stop', methods=['POST']) -@job_request_json() +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) def stop_job(job_id, role, party_id): kill_status, kill_details = JobController.stop_jobs(job_id=job_id, role=role, party_id=party_id) - return get_json_result(code=ReturnCode.Base.SUCCESS if kill_status else ReturnCode.Job.KILL_FAILED, + return API.Output.json(code=ReturnCode.Base.SUCCESS if kill_status else ReturnCode.Job.KILL_FAILED, message='success' if kill_status else 'failed', data=kill_details) @manager.route('/task/resource/apply', methods=['POST']) -@task_request_json() +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(task_version=fields.Integer(required=True)) def apply_task_resource(job_id, role, party_id, task_id, task_version): status = ResourceManager.apply_for_task_resource(job_id=job_id, role=role, party_id=party_id, task_id=task_id, task_version=task_version) if status: - return get_json_result(code=ReturnCode.Base.SUCCESS, message='success') + return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') else: - return get_json_result(code=ReturnCode.Task.APPLY_RESOURCE_FAILED, + return API.Output.json(code=ReturnCode.Task.APPLY_RESOURCE_FAILED, message=f'apply for task {job_id} resource failed') @manager.route('/task/resource/return', methods=['POST']) -@task_request_json() +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(task_version=fields.Integer(required=True)) def return_task_resource(job_id, role, party_id, task_id, task_version): status = ResourceManager.return_task_resource(job_id=job_id, role=role, party_id=party_id, task_id=task_id, task_version=task_version) if status: - return get_json_result(ReturnCode.Base.SUCCESS, message='success') + return API.Output.json(ReturnCode.Base.SUCCESS, message='success') else: - return get_json_result(code=ReturnCode.Task.APPLY_RESOURCE_FAILED, + return API.Output.json(code=ReturnCode.Task.APPLY_RESOURCE_FAILED, message=f'return for task {job_id} resource failed') @manager.route('/task/start', methods=['POST']) -@task_request_json() +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(task_version=fields.Integer(required=True)) def start_task(job_id, role, party_id, task_id, task_version): if TaskController.start_task(job_id, role, party_id, task_id, task_version): - return get_json_result(code=ReturnCode.Base.SUCCESS, message='success') + return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') else: - return get_json_result(code=ReturnCode.Task.START_FAILED, message='start task failed') + return API.Output.json(code=ReturnCode.Task.START_FAILED, message='start task failed') @manager.route('/task/collect', methods=['POST']) -@task_request_json() +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(task_version=fields.Integer(required=True)) def collect_task(job_id, role, party_id, task_id, task_version): task_info = TaskController.collect_task(job_id=job_id, task_id=task_id, task_version=task_version, role=role, party_id=party_id) if task_info: - return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data=task_info) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=task_info) else: - return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task not found") + return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") @manager.route('/task/status/update', methods=['POST']) -@task_request_json(status=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(task_version=fields.Integer(required=True)) +@API.Input.json(status=fields.String(required=True)) def task_status_update(job_id, role, party_id, task_id, task_version, status): task_info = {} task_info.update({ @@ -169,16 +210,21 @@ def task_status_update(job_id, role, party_id, task_id, task_version, status): "status": status }) if TaskController.update_task_status(task_info=task_info): - return get_json_result(code=ReturnCode.Base.SUCCESS, message='success') + return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') else: - return get_json_result( + return API.Output.json( code=ReturnCode.Task.UPDATE_STATUS_FAILED, message="update job status does not take effect" ) @manager.route('/task/stop', methods=['POST']) -@task_request_json(status=fields.String()) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(task_version=fields.Integer(required=True)) +@API.Input.json(status=fields.String()) def stop_task(job_id, role, party_id, task_id, task_version, status=None): if not status: status = TaskStatus.FAILED @@ -186,18 +232,23 @@ def stop_task(job_id, role, party_id, task_id, task_version, status=None): kill_status = True for task in tasks: kill_status = kill_status & TaskController.stop_task(task=task, stop_status=status) - return get_json_result(code=ReturnCode.Base.SUCCESS if kill_status else ReturnCode.Task.KILL_FAILED, + return API.Output.json(code=ReturnCode.Base.SUCCESS if kill_status else ReturnCode.Task.KILL_FAILED, message='success' if kill_status else 'failed') @manager.route('/task/rerun', methods=['POST']) -@task_request_json(new_version=fields.Integer()) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(task_version=fields.Integer(required=True)) +@API.Input.json(new_version=fields.Integer()) def rerun_task(job_id, role, party_id, task_id, task_version, new_version): tasks = JobSaver.query_task(job_id=job_id, task_id=task_id, role=role, party_id=party_id) if not tasks: - return get_json_result( + return API.Output.json( code=ReturnCode.Task.NOT_FOUND, message="task not found" ) TaskController.create_new_version_task(task=tasks[0], new_version=new_version) - return get_json_result() + return API.Output.json() diff --git a/python/fate_flow/apps/scheduler/scheduler_app.py b/python/fate_flow/apps/scheduler/scheduler_app.py index 1c89430cd..74bda719c 100644 --- a/python/fate_flow/apps/scheduler/scheduler_app.py +++ b/python/fate_flow/apps/scheduler/scheduler_app.py @@ -17,20 +17,25 @@ from fate_flow.entity.spec import DAGSchema from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.scheduler.job_scheduler import DAGScheduler -from fate_flow.utils.api_utils import get_json_result, validate_request_json, task_request_json +from fate_flow.utils.api_utils import API page_name = 'scheduler' @manager.route('/job/create', methods=['POST']) -@validate_request_json(dag_schema=fields.Dict(required=True)) +@API.Input.json(dag_schema=fields.Dict(required=True)) def create_job(dag_schema): submit_result = DAGScheduler.submit(DAGSchema(**dag_schema)) - return get_json_result(**submit_result) + return API.Output.json(**submit_result) @manager.route('/task/report', methods=['POST']) -@task_request_json(status=fields.String(required=False)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(task_version=fields.Integer(required=True)) +@API.Input.json(status=fields.String(required=False)) def report_task(job_id, role, party_id, task_id, task_version, status=None): ScheduleJobSaver.update_task_status(task_info={ "job_id": job_id, @@ -40,19 +45,20 @@ def report_task(job_id, role, party_id, task_id, task_version, status=None): "task_version": task_version, "status": status }) - return get_json_result(code=0, message='success') + return API.Output.json(code=0, message='success') @manager.route('/job/stop', methods=['POST']) -@validate_request_json(job_id=fields.String(required=True), stop_status=fields.String(required=False)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(stop_status=fields.String(required=False)) def stop_job(job_id, stop_status=None): retcode, retmsg = DAGScheduler.stop_job(job_id=job_id, stop_status=stop_status) - return get_json_result(code=retcode, message=retmsg) + return API.Output.json(code=retcode, message=retmsg) @manager.route('/job/rerun', methods=['POST']) -@validate_request_json(job_id=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True)) def rerun_job(job_id): DAGScheduler.set_job_rerun(job_id=job_id, auto=False) - return get_json_result() + return API.Output.json() diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index fa6488ea5..96419ba4b 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -20,14 +20,15 @@ from fate_flow.manager.model_manager import PipelinedModel from fate_flow.manager.output_manager import OutputDataTracking, OutputMetric from fate_flow.operation.job_saver import JobSaver -from fate_flow.utils.api_utils import get_json_result, validate_request_json, validate_request_params +from fate_flow.utils.api_utils import API page_name = 'worker' @manager.route('/task/status', methods=['POST']) -@validate_request_json(status=fields.String(required=True), execution_id=fields.String(required=True), - error=fields.String(required=False)) +@API.Input.json(execution_id=fields.String(required=True)) +@API.Input.json(status=fields.String(required=True)) +@API.Input.json(error=fields.String(required=False)) def report_task_status(status, execution_id, error=None): tasks = JobSaver.query_task(execution_id=execution_id) if tasks: @@ -44,26 +45,28 @@ def report_task_status(status, execution_id, error=None): if error: task_info.update({"error_report": error}) TaskController.update_task(task_info) - return get_json_result() - return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task not found") + return API.Output.json() + return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") @manager.route('/task/status', methods=['GET']) -@validate_request_params(execution_id=fields.String(required=True)) +@API.Input.params(execution_id=fields.String(required=True)) def query_task_status(execution_id): tasks = JobSaver.query_task(execution_id=execution_id) if tasks: task_info = { "status": tasks[0].f_status, } - return get_json_result(code=ReturnCode.Base.SUCCESS, message="success", data=task_info) - return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task not found") + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=task_info) + return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") @manager.route('/task/output/tracking', methods=['POST']) -@validate_request_json(execution_id=fields.String(required=True), meta_data=fields.Dict(required=True), - type=fields.String(required=True), uri=fields.String(required=True), - output_key=fields.String(required=True)) +@API.Input.json(execution_id=fields.String(required=True)) +@API.Input.json(meta_data=fields.Dict(required=True)) +@API.Input.json(type=fields.String(required=True)) +@API.Input.json(uri=fields.String(required=True)) +@API.Input.json(output_key=fields.String(required=True)) def log_output_artifacts(execution_id, meta_data, type, uri, output_key): tasks = JobSaver.query_task(execution_id=execution_id) if tasks: @@ -81,8 +84,8 @@ def log_output_artifacts(execution_id, meta_data, type, uri, output_key): "task_name": task.f_task_name } OutputDataTracking.create(data_info) - return get_json_result(code=ReturnCode.Base.SUCCESS, message="success") - return get_json_result(code=ReturnCode.Task.NOT_FOUND, message="task not found") + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") + return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") @manager.route('/task/model////////', methods=['POST']) @@ -90,7 +93,7 @@ def save_output_model(job_id, role, party_id, model_id, model_version, component file = request.files['file'] PipelinedModel(job_id=job_id, model_id=model_id, model_version=model_version, role=role, party_id=party_id).save_output_model( task_name, model_name, component, model_file=file) - return get_json_result() + return API.Output.json() @manager.route('/task/model////////', methods=['GET']) @@ -101,8 +104,9 @@ def get_output_model(job_id, role, party_id, model_id, model_version, component, @manager.route('/task/metric///////', methods=["POST"]) -@validate_request_json(data=fields.Dict(required=True), incomplete=fields.Bool(required=True)) +@API.Input.json(data=fields.Dict(required=True)) +@API.Input.json(incomplete=fields.Bool(required=True)) def save_metric(job_id, role, party_id, task_name, task_id, task_version, name, data, incomplete): OutputMetric(job_id=job_id, role=role, party_id=party_id, task_name=task_name, task_id=task_id, task_version=task_version).save_output_metrics(data, incomplete) - return get_json_result() + return API.Output.json() diff --git a/python/fate_flow/controller/api_controller.py b/python/fate_flow/controller/api_controller.py deleted file mode 100644 index 384947012..000000000 --- a/python/fate_flow/controller/api_controller.py +++ /dev/null @@ -1,34 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -from webargs.aiohttpparser import use_kwargs - -class API: - class Parameter: - @staticmethod - def params(**kwargs): - return use_kwargs(kwargs, location='querystring') - - @staticmethod - def data(**kwargs): - return use_kwargs(kwargs, location='querystring') - - @staticmethod - def json(**kwargs): - return use_kwargs(kwargs, location='querystring') - - @staticmethod - def header(**kwargs): - return use_kwargs(kwargs, location='querystring') diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index a796d170f..f2c0736f1 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -27,75 +27,45 @@ from fate_flow.settings import stat_logger, PROXY_NAME, ENGINES, PROXY, HOST, HTTP_PORT -def get_json_result(code=ReturnCode.Base.SUCCESS, message='success', data=None, job_id=None, meta=None): - result_dict = { - "code": code, - "message": message, - "data": data, - "job_id": job_id, - "meta": meta, - } - - response = {} - for key, value in result_dict.items(): - if value is not None: - response[key] = value - return jsonify(response) - - -def server_error_response(e): - stat_logger.exception(e) - if len(e.args) > 1: - return get_json_result(code=e.args[0], message=e.args[1]) - return get_json_result(code=ReturnCode.Base.EXCEPTION_ERROR, message=repr(e)) - - -def args_error_response(e): - stat_logger.exception(e) - messages = e.data.get("messages", {}) - return get_json_result(code=ReturnCode.Base.EXCEPTION_ERROR, message="Invalid request.", data=messages) - - -def error_response(response_code, retmsg=None): - if retmsg is None: - retmsg = HTTP_STATUS_CODES.get(response_code, 'Unknown Error') - - return Response(json.dumps({ - 'retmsg': retmsg, - 'retcode': response_code, - }), status=response_code, mimetype='application/json') - - -def validate_request_json(**kwargs): - return use_kwargs(kwargs, location='json') - - -def validate_request_params(**kwargs): - return use_kwargs(kwargs, location='querystring') - - -def job_request_json(**kwargs): - return validate_request_json( - job_id=fields.String(required=True), - role=fields.String(required=True), - party_id=fields.String(required=True), - **kwargs - ) - - -def task_request_json(**kwargs): - return validate_request_json( - job_id=fields.String(required=True), - task_id=fields.String(required=True), - task_version=fields.Integer(required=True), - role=fields.String(required=True), - party_id=fields.String(required=True), - **kwargs - ) - - -def validate_request_headers(**kwargs): - return use_kwargs(kwargs, location='headers') +class API: + class Input: + @staticmethod + def params(**kwargs): + return use_kwargs(kwargs, location='querystring') + + @staticmethod + def json(**kwargs): + return use_kwargs(kwargs, location='json') + + class Output: + @staticmethod + def json(code=ReturnCode.Base.SUCCESS, message='success', data=None, job_id=None, meta=None): + result_dict = { + "code": code, + "message": message, + "data": data, + "job_id": job_id, + "meta": meta, + } + + response = {} + for key, value in result_dict.items(): + if value is not None: + response[key] = value + return jsonify(response) + + @staticmethod + def server_error_response(e): + stat_logger.exception(e) + if len(e.args) > 1: + return API.Output.json(code=e.args[0], message=e.args[1]) + return API.Output.json(code=ReturnCode.Base.EXCEPTION_ERROR, message=repr(e)) + + @staticmethod + def args_error_response(e): + stat_logger.exception(e) + messages = e.data.get("messages", {}) + return API.Output.json(code=ReturnCode.Base.EXCEPTION_ERROR, message="Invalid request.", data=messages) def get_federated_proxy_address(): From 5b118e43fa34c4916a256b84cca111b42192ec38 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 13 Mar 2023 10:32:07 +0800 Subject: [PATCH 067/482] fateflow:authentication hook Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/service_conf.yaml | 2 +- python/fate_flow/apps/__init__.py | 31 ++++++-- python/fate_flow/apps/client/client_app.py | 68 +++++++++++++--- .../fate_flow/apps/client/permission_app.py | 23 ++++-- python/fate_flow/apps/client/site_app.py | 2 +- .../fate_flow/components/loader/mlmd/flow.py | 3 +- python/fate_flow/controller/app_controller.py | 19 +++-- python/fate_flow/controller/job_controller.py | 2 +- python/fate_flow/db/base_models.py | 2 +- python/fate_flow/db/casbin_models.py | 24 ++++-- python/fate_flow/db/db_models.py | 9 --- python/fate_flow/db/permission_models.py | 37 +++++++++ python/fate_flow/engine/computing/_session.py | 2 +- python/fate_flow/engine/storage/_session.py | 2 +- python/fate_flow/entity/code/_api.py | 5 +- python/fate_flow/entity/types/_api.py | 4 + python/fate_flow/fate_flow_server.py | 2 +- python/fate_flow/hook/__init__.py | 8 +- python/fate_flow/hook/common/parameters.py | 20 +---- .../hook/flow/client_authentication.py | 14 ++-- .../hook/flow/site_authentication.py | 53 ++++++++++++- .../fate_flow/hub/parser/default/_parser.py | 2 +- python/fate_flow/manager/app_manager.py | 61 ++++++++++++--- python/fate_flow/manager/docker_manager.py | 1 - python/fate_flow/manager/k8s_manager.py | 2 +- python/fate_flow/manager/model_manager.py | 2 +- python/fate_flow/manager/provider_manager.py | 2 +- python/fate_flow/manager/resource_manager.py | 2 +- .../fate_flow/runtime/job_default_config.py | 2 +- python/fate_flow/runtime/runtime_config.py | 7 ++ python/fate_flow/scheduler/__init__.py | 7 +- python/fate_flow/settings.py | 78 ++----------------- python/fate_flow/utils/api_utils.py | 32 +++++--- python/fate_flow/utils/data_upload.py | 2 +- python/fate_flow/utils/grpc_utils.py | 3 +- python/fate_flow/utils/process_utils.py | 4 +- python/fate_flow/utils/wraps_utils.py | 14 ++++ python/fate_flow/utils/xthread.py | 2 +- python/ofx/api/client.py | 9 ++- python/ofx/api/models/resource.py | 37 ++++++--- 40 files changed, 389 insertions(+), 212 deletions(-) create mode 100644 python/fate_flow/db/permission_models.py diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index f4e27851b..71b61fd4b 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -78,4 +78,4 @@ hook_module: permission: fate_flow.hook.flow.permission authentication: client: true - site: false + site: true diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index fe9eeaca4..747d347e9 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -27,8 +27,10 @@ from fate_flow.controller.app_controller import PermissionController from fate_flow.entity.code import ReturnCode from fate_flow.hook import HookManager -from fate_flow.hook.common.parameters import ClientAuthenticationParameters -from fate_flow.settings import API_VERSION, getLogger, PERMISSION_PAGE, CLIENT_AUTHENTICATION +from fate_flow.hook.common.parameters import AuthenticationParameters +from fate_flow.runtime.runtime_config import RuntimeConfig +from fate_flow.runtime.system_settings import API_VERSION, getLogger, CLIENT_AUTHENTICATION, SITE_AUTHENTICATION, \ + ADMIN_PAGE, PARTY_ID from fate_flow.utils.api_utils import API from fate_flow.utils.base_utils import CustomJSONEncoder @@ -59,8 +61,6 @@ def register_page(page_path, func=None): page = module_from_spec(spec) page.app = app page.manager = Blueprint(page_name, module_name) - page_name = getattr(page, 'page_name', page_name) - url_prefix = f'/{API_VERSION}/{page_name}' rule_methods_list = [] # rewrite blueprint route to get rule_list @@ -78,13 +78,26 @@ def decorator(f: t.Callable) -> t.Callable: page.manager.before_request(func) sys.modules[module_name] = page spec.loader.exec_module(page) + page_name = getattr(page, 'page_name', page_name) + url_prefix = f'/{API_VERSION}/{page_name}' app.register_blueprint(page.manager, url_prefix=url_prefix) return page_name, [(os.path.join(url_prefix, rule_methods[0].lstrip("/")), rule_methods[1]) for rule_methods in rule_methods_list] def client_authentication_before_request(): if CLIENT_AUTHENTICATION: - result = HookManager.client_authentication(ClientAuthenticationParameters( + result = HookManager.client_authentication(AuthenticationParameters( + request.path, request.method, request.headers, + request.form, request.data, request.json, request.full_path + )) + + if result.code != ReturnCode.Base.SUCCESS: + return API.Output.json(result.code, result.message) + + +def site_authentication_before_request(): + if SITE_AUTHENTICATION: + result = HookManager.site_authentication(AuthenticationParameters( request.path, request.method, request.headers, request.form, request.data, request.json, request.full_path )) @@ -96,27 +109,31 @@ def client_authentication_before_request(): def init_apps(): urls_dict = {} before_request_func = { - "client": client_authentication_before_request + "client": client_authentication_before_request, + "partner": site_authentication_before_request } for key in app_list: urls_dict[key] = [register_page(path, before_request_func.get(key)) for path in search_pages_path(Path(__file__).parent / key)] + if CLIENT_AUTHENTICATION or SITE_AUTHENTICATION: _init_permission_group(urls=urls_dict) def _init_permission_group(urls: dict): for role, role_items in urls.items(): super_role = "super_" + role + RuntimeConfig.set_client_roles(role, super_role) for resource, rule_methods_list in role_items: for rule_methods in rule_methods_list: rule = rule_methods[0] methods = rule_methods[1] for method in methods: - if resource == PERMISSION_PAGE: + if resource in ADMIN_PAGE: PermissionController.add_policy(super_role, rule, method) else: PermissionController.add_policy(super_role, rule, method) PermissionController.add_policy(role, rule, method) PermissionController.add_role_for_user("admin", super_role) + PermissionController.add_role_for_user(PARTY_ID, "partner") init_apps() diff --git a/python/fate_flow/apps/client/client_app.py b/python/fate_flow/apps/client/client_app.py index 6eac59343..fcc3b9d16 100644 --- a/python/fate_flow/apps/client/client_app.py +++ b/python/fate_flow/apps/client/client_app.py @@ -16,27 +16,75 @@ from webargs import fields from fate_flow.entity.code import ReturnCode +from fate_flow.entity.types import AppType from fate_flow.manager.app_manager import AppManager +from fate_flow.runtime.system_settings import APP_MANAGER_PAGE from fate_flow.utils.api_utils import API +page_name = APP_MANAGER_PAGE -@manager.route('/app/create', methods=['POST']) + +@manager.route('/client/create', methods=['POST']) @API.Input.json(app_name=fields.String(required=True)) -def create_app(app_name): - data = AppManager.create_app(app_name=app_name) +def create_client_app(app_name): + data = AppManager.create_app(app_name=app_name, app_type=AppType.CLIENT) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=data) -@manager.route('/app/delete', methods=['POST']) +@manager.route('/client/delete', methods=['POST']) @API.Input.json(app_id=fields.String(required=True)) -def delete_app(app_id): - data = AppManager.delete_app(app_id=app_id) - return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=data) +def delete_client_app(app_id): + status = AppManager.delete_app(app_id=app_id, app_type=AppType.CLIENT) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") -@manager.route('/app/query', methods=['GET']) +@manager.route('/client/query', methods=['GET']) @API.Input.params(app_id=fields.String(required=False)) @API.Input.params(app_name=fields.String(required=False)) -def query_app(app_id=None, app_name=None): - apps = AppManager.query_app(app_id=app_id, app_name=app_name) +def query_client_app(app_id=None, app_name=None): + apps = AppManager.query_app(app_id=app_id, app_name=app_name, app_type=AppType.CLIENT) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=[app.to_human_model_dict() for app in apps]) + + +@manager.route('/site/create', methods=['POST']) +@API.Input.json(party_id=fields.String(required=True)) +def create_site_app(party_id): + data = AppManager.create_app(app_name=party_id, app_type=AppType.SITE) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=data) + + +@manager.route('/site/delete', methods=['POST']) +@API.Input.json(party_id=fields.String(required=True)) +def delete_site_app(party_id): + AppManager.delete_app(app_name=party_id, app_type=AppType.SITE) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") + + +@manager.route('/site/query', methods=['GET']) +@API.Input.params(party_id=fields.String(required=True)) +def query_site_app(party_id=None): + apps = AppManager.query_app(app_name=party_id, app_type=AppType.SITE) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=[app.to_human_model_dict() for app in apps]) + + +@manager.route('/partner/create', methods=['POST']) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(app_id=fields.String(required=True)) +@API.Input.json(app_token=fields.String(required=True)) +def create_partner_app(party_id, app_id, app_token): + data = AppManager.create_partner_app(app_id=app_id, party_id=party_id, app_token=app_token) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=data) + + +@manager.route('/partner/delete', methods=['POST']) +@API.Input.json(party_id=fields.String(required=True)) +def delete_partner_app(party_id): + AppManager.delete_partner_app(party_id=party_id) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") + + +@manager.route('/partner/query', methods=['GET']) +@API.Input.params(party_id=fields.String(required=False)) +def query_partner_app(party_id=None): + apps = AppManager.query_partner_app(party_id=party_id) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=[app.to_human_model_dict() for app in apps]) diff --git a/python/fate_flow/apps/client/permission_app.py b/python/fate_flow/apps/client/permission_app.py index 1bf6f3721..116a5b498 100644 --- a/python/fate_flow/apps/client/permission_app.py +++ b/python/fate_flow/apps/client/permission_app.py @@ -17,13 +17,14 @@ from fate_flow.controller.app_controller import PermissionController from fate_flow.entity.code import ReturnCode -from fate_flow.settings import PERMISSION_PAGE +from fate_flow.runtime.runtime_config import RuntimeConfig +from fate_flow.runtime.system_settings import PERMISSION_MANAGER_PAGE from fate_flow.utils.api_utils import API -page_name = PERMISSION_PAGE +page_name = PERMISSION_MANAGER_PAGE -@manager.route('/app/grant', methods=['POST']) +@manager.route('/grant', methods=['POST']) @API.Input.json(app_id=fields.String(required=True)) @API.Input.json(role=fields.String(required=True)) def grant(app_id, role): @@ -31,7 +32,7 @@ def grant(app_id, role): return API.Output.json() -@manager.route('/app/delete', methods=['POST']) +@manager.route('/delete', methods=['POST']) @API.Input.json(app_id=fields.String(required=True)) @API.Input.json(role=fields.String(required=True)) def delete(app_id, role): @@ -39,9 +40,15 @@ def delete(app_id, role): return API.Output.json() -@manager.route('/app/query', methods=['GET']) +@manager.route('/query', methods=['GET']) @API.Input.params(app_id=fields.String(required=True)) def query(app_id): - roles = PermissionController.get_roles_for_user(app_id=app_id) - permissions = PermissionController.get_permissions_for_user(app_id=app_id) - return API.Output.json(code=ReturnCode.Base.SUCCESS, data={"roles": roles, "permission": permissions}) + permissions = {} + for role in PermissionController.get_roles_for_user(app_id=app_id): + permissions[role] = PermissionController.get_permissions_for_user(app_id=role) + return API.Output.json(code=ReturnCode.Base.SUCCESS, data=permissions) + + +@manager.route('/role/query', methods=['GET']) +def query_roles(): + return API.Output.json(data=RuntimeConfig.CLIENT_ROLE) \ No newline at end of file diff --git a/python/fate_flow/apps/client/site_app.py b/python/fate_flow/apps/client/site_app.py index 365410343..ce6480dbd 100644 --- a/python/fate_flow/apps/client/site_app.py +++ b/python/fate_flow/apps/client/site_app.py @@ -14,7 +14,7 @@ # limitations under the License. # from fate_flow.entity.code import ReturnCode -from fate_flow.settings import PARTY_ID, IS_STANDALONE +from fate_flow.runtime.system_settings import PARTY_ID, IS_STANDALONE from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/components/loader/mlmd/flow.py b/python/fate_flow/components/loader/mlmd/flow.py index 6792e5606..beb918187 100644 --- a/python/fate_flow/components/loader/mlmd/flow.py +++ b/python/fate_flow/components/loader/mlmd/flow.py @@ -114,9 +114,8 @@ def __init__(self, task_id): self.execution_status = ExecutionStatus(task_id, self.worker_client) self.io = IOManager(task_id=task_id, client=self.worker_client) - def init_worker_client(self): - from fate_flow.settings import HOST, HTTP_PORT, API_VERSION, HTTP_REQUEST_TIMEOUT, PROXY_PROTOCOL + from fate_flow.runtime.system_settings import HOST, HTTP_PORT, API_VERSION, HTTP_REQUEST_TIMEOUT, PROXY_PROTOCOL from ofx.api.client import FlowSchedulerApi self.worker_client = FlowSchedulerApi(host=HOST, port=HTTP_PORT, protocol=PROXY_PROTOCOL, api_version=API_VERSION, timeout=HTTP_REQUEST_TIMEOUT, diff --git a/python/fate_flow/controller/app_controller.py b/python/fate_flow/controller/app_controller.py index cafb0e762..603fb9e6c 100644 --- a/python/fate_flow/controller/app_controller.py +++ b/python/fate_flow/controller/app_controller.py @@ -18,9 +18,10 @@ from fate_flow.db.casbin_models import FATE_CASBIN from fate_flow.entity.code import ReturnCode -from fate_flow.entity.types import Role from fate_flow.manager.app_manager import AppManager +from fate_flow.runtime.system_settings import CLIENT_AUTHENTICATION, SITE_AUTHENTICATION from fate_flow.utils.base_utils import generate_random_id +from fate_flow.utils.wraps_utils import switch_function class Authentication(object): @@ -31,7 +32,7 @@ def md5_sign(cls, app_id, app_token, user_name, timestamp, nonce): return sign @classmethod - def md5_verify(cls, app_id, user_name, timestamp, nonce, signature): + def md5_verify(cls, app_id, timestamp, nonce, signature, user_name=""): if cls.check_if_expired(timestamp): raise ValueError(ReturnCode.API.EXPIRED, "request has expired") apps = AppManager.query_app(app_id=app_id) @@ -53,7 +54,7 @@ def generate_timestamp(): @staticmethod def generate_nonce(): - return generate_random_id() + return generate_random_id(length=4, only_number=True) @staticmethod def check_if_expired(timestamp, timeout=60): @@ -66,37 +67,41 @@ def check_if_expired(timestamp, timeout=60): class PermissionController(object): @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) def add_policy(role, resource, permission): return FATE_CASBIN.add_policy(role, resource, permission) @staticmethod - def query_all_role(): - return [role for role in Role().to_dict().values()] - - @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) def add_role_for_user(app_id, role): return FATE_CASBIN.add_role_for_user(app_id, role) @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) def delete_role_for_user(app_id, role): return FATE_CASBIN.delete_role_for_suer(app_id, role) @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) def get_roles_for_user(app_id): return FATE_CASBIN.get_roles_for_user(app_id) @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) def get_permissions_for_user(app_id): return FATE_CASBIN.get_permissions_for_user(app_id) @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) def delete_roles_for_user(app_id): return FATE_CASBIN.delete_roles_for_user(app_id) @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) def has_role_for_user(app_id, role): return FATE_CASBIN.has_role_for_user(app_id, role) @staticmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) def enforcer(app_id, resource, permission): return FATE_CASBIN.enforcer(app_id, resource, permission) diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 632dd71f7..89ad746c1 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -20,7 +20,7 @@ from fate_flow.manager.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver from fate_flow.scheduler.federated_scheduler import FederatedScheduler -from fate_flow.settings import PARTY_ID +from fate_flow.runtime.system_settings import PARTY_ID from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.log_utils import schedule_logger diff --git a/python/fate_flow/db/base_models.py b/python/fate_flow/db/base_models.py index cb68013cd..a4c225c2f 100644 --- a/python/fate_flow/db/base_models.py +++ b/python/fate_flow/db/base_models.py @@ -35,7 +35,7 @@ from playhouse.pool import PooledMySQLDatabase from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.settings import DATABASE, IS_STANDALONE, stat_logger, FORCE_USE_SQLITE +from fate_flow.runtime.system_settings import DATABASE, IS_STANDALONE, stat_logger, FORCE_USE_SQLITE from fate_flow.utils.base_utils import json_dumps, json_loads, date_string_to_timestamp, \ current_timestamp, timestamp_to_date from fate_flow.utils.file_utils import get_fate_flow_directory diff --git a/python/fate_flow/db/casbin_models.py b/python/fate_flow/db/casbin_models.py index 6d5eb0355..e5b9d6583 100644 --- a/python/fate_flow/db/casbin_models.py +++ b/python/fate_flow/db/casbin_models.py @@ -1,10 +1,25 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# from functools import reduce import casbin import peewee as pw from fate_flow.db.base_models import singleton, DB -from fate_flow.settings import CASBIN_MODEL_CONF, CASBIN_TABLE_NAME +from fate_flow.runtime.system_settings import CASBIN_MODEL_CONF, CASBIN_TABLE_NAME class FlowCasbinAdapter(casbin.persist.Adapter): @@ -157,10 +172,5 @@ def get_permissions_for_user(self, user): def enforcer(self, *rvals): return self.re.enforce(*rvals) -FATE_CASBIN = FateCasbin() - - - - - +FATE_CASBIN = FateCasbin() diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index 21aa2fef7..0064cc527 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -227,12 +227,3 @@ class ProviderInfo(DataBaseModel): class Meta: db_table = "t_provider_info" - - -class AppInfo(DataBaseModel): - f_app_name = CharField(max_length=100, index=True) - f_app_id = CharField(max_length=100, primary_key=True) - f_app_token = CharField(max_length=100) - - class Meta: - db_table = "t_app_info" diff --git a/python/fate_flow/db/permission_models.py b/python/fate_flow/db/permission_models.py new file mode 100644 index 000000000..090c15510 --- /dev/null +++ b/python/fate_flow/db/permission_models.py @@ -0,0 +1,37 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from peewee import CharField, CompositeKey + +from fate_flow.db import DataBaseModel + + +class AppInfo(DataBaseModel): + f_app_name = CharField(max_length=100, index=True) + f_app_id = CharField(max_length=100, primary_key=True) + f_app_token = CharField(max_length=100) + f_app_type = CharField(max_length=20, index=True) + + class Meta: + db_table = "t_app_info" + + +class PartnerAppInfo(DataBaseModel): + f_party_id = CharField(max_length=100, primary_key=True) + f_app_id = CharField(max_length=100) + f_app_token = CharField(max_length=100) + + class Meta: + db_table = "t_partner_app_info" diff --git a/python/fate_flow/engine/computing/_session.py b/python/fate_flow/engine/computing/_session.py index eb5d5b978..a79a2451a 100644 --- a/python/fate_flow/engine/computing/_session.py +++ b/python/fate_flow/engine/computing/_session.py @@ -18,7 +18,7 @@ from fate_flow.entity.types import ComputingEngine, EngineType, ProviderDevice from fate_flow.manager.provider_manager import ProviderManager from fate_flow.runtime.component_provider import ComponentProvider -from fate_flow.settings import ENGINES +from fate_flow.runtime.system_settings import ENGINES def build_engine(provider_name: str): diff --git a/python/fate_flow/engine/storage/_session.py b/python/fate_flow/engine/storage/_session.py index 050806689..11c7b13fb 100644 --- a/python/fate_flow/engine/storage/_session.py +++ b/python/fate_flow/engine/storage/_session.py @@ -24,7 +24,7 @@ from fate_flow.engine.storage._table import StorageTableMeta from fate_flow.entity.types import EngineType, StorageEngine -from fate_flow.settings import ENGINES +from fate_flow.runtime.system_settings import ENGINES from fate_flow.utils import base_utils from fate_flow.utils.log import getLogger diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index 268ddbdc8..a8342e7a7 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -17,7 +17,6 @@ class ReturnCode: class Base: SUCCESS = 0 - EXCEPTION_ERROR = 100 class Job: NOT_FOUND = 1000 @@ -48,3 +47,7 @@ class API: NO_FOUND_APPID = 5002 VERIFY_FAILED = 5003 AUTHENTICATION_FAILED = 5004 + + class Server: + EXCEPTION = 6000 + FUNCTION_RESTRICTED = 6001 diff --git a/python/fate_flow/entity/types/_api.py b/python/fate_flow/entity/types/_api.py index a9b3ceba7..c8cfec29e 100644 --- a/python/fate_flow/entity/types/_api.py +++ b/python/fate_flow/entity/types/_api.py @@ -30,3 +30,7 @@ class ClientRole(BaseModel): PROVIDER = "provider" SITE = "site" + +class AppType: + SITE = "site" + CLIENT = "client" diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index b6dce812e..7e4c03374 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -34,7 +34,7 @@ from fate_flow.entity.types import ProcessRole from fate_flow.scheduler import init_scheduler from fate_flow.scheduler.job_scheduler import DAGScheduler -from fate_flow.settings import ( +from fate_flow.runtime.system_settings import ( GRPC_PORT, GRPC_SERVER_MAX_WORKERS, HOST, HTTP_PORT, detect_logger, stat_logger, ) from fate_flow.utils import process_utils diff --git a/python/fate_flow/hook/__init__.py b/python/fate_flow/hook/__init__.py index d7e325ecf..774b338ec 100644 --- a/python/fate_flow/hook/__init__.py +++ b/python/fate_flow/hook/__init__.py @@ -1,8 +1,8 @@ import importlib from fate_flow.hook.common.parameters import SignatureParameters, AuthenticationParameters, PermissionCheckParameters, \ - SignatureReturn, AuthenticationReturn, PermissionReturn, ClientAuthenticationReturn, ClientAuthenticationParameters -from fate_flow.settings import HOOK_MODULE, stat_logger + SignatureReturn, AuthenticationReturn, PermissionReturn +from fate_flow.runtime.system_settings import HOOK_MODULE, stat_logger from fate_flow.entity.code import ReturnCode @@ -39,10 +39,10 @@ def register_permission_check_hook(func): HookManager.PERMISSION_CHECK.append(func) @staticmethod - def client_authentication(parm: ClientAuthenticationParameters) -> ClientAuthenticationReturn: + def client_authentication(parm: AuthenticationParameters) -> AuthenticationReturn: if HookManager.CLIENT_AUTHENTICATION: return HookManager.CLIENT_AUTHENTICATION[0](parm) - return ClientAuthenticationReturn() + return AuthenticationReturn() @staticmethod def site_signature(parm: SignatureParameters) -> SignatureReturn: diff --git a/python/fate_flow/hook/common/parameters.py b/python/fate_flow/hook/common/parameters.py index 63970d732..aeb562ff2 100644 --- a/python/fate_flow/hook/common/parameters.py +++ b/python/fate_flow/hook/common/parameters.py @@ -9,7 +9,7 @@ def to_dict(self): return d -class ClientAuthenticationParameters(ParametersBase): +class AuthenticationParameters(ParametersBase): def __init__(self, path, method, headers, form, data, json, full_path): self.path = path self.method = method @@ -20,7 +20,7 @@ def __init__(self, path, method, headers, form, data, json, full_path): self.full_path = full_path -class ClientAuthenticationReturn(ParametersBase): +class AuthenticationReturn(ParametersBase): def __init__(self, code=ReturnCode.Base.SUCCESS, message="success"): self.code = code self.message = message @@ -33,21 +33,9 @@ def __init__(self, party_id, body): class SignatureReturn(ParametersBase): - def __init__(self, code=ReturnCode.Base.SUCCESS, site_signature=None): - self.code = code - self.site_signature = site_signature - - -class AuthenticationParameters(ParametersBase): - def __init__(self, src_party_id, site_signature, body): - self.src_party_id = src_party_id - self.site_signature = site_signature - self.body = body - - -class AuthenticationReturn(ParametersBase): - def __init__(self, code=ReturnCode.Base.SUCCESS, message="success"): + def __init__(self, code=ReturnCode.Base.SUCCESS, signature=None, message=""): self.code = code + self.signature = signature self.message = message diff --git a/python/fate_flow/hook/flow/client_authentication.py b/python/fate_flow/hook/flow/client_authentication.py index d0f6c20e4..eb763e39e 100644 --- a/python/fate_flow/hook/flow/client_authentication.py +++ b/python/fate_flow/hook/flow/client_authentication.py @@ -1,25 +1,25 @@ from fate_flow.controller.app_controller import Authentication, PermissionController from fate_flow.entity.code import ReturnCode from fate_flow.hook import HookManager -from fate_flow.hook.common.parameters import ClientAuthenticationReturn, ClientAuthenticationParameters +from fate_flow.hook.common.parameters import AuthenticationReturn, AuthenticationParameters @HookManager.register_client_authentication_hook -def authentication(parm: ClientAuthenticationParameters) -> ClientAuthenticationReturn: +def authentication(parm: AuthenticationParameters) -> AuthenticationReturn: app_id = parm.headers.get("app_id") user_name = parm.headers.get("user_name") timestamp = parm.headers.get("timestamp") nonce = parm.headers.get("nonce") signature = parm.headers.get("signature") check_parameters(app_id, user_name, timestamp, nonce, signature) - if Authentication.md5_verify(app_id, user_name, timestamp, nonce, signature): + if Authentication.md5_verify(app_id, timestamp, nonce, signature, user_name): if PermissionController.enforcer(app_id, parm.path, parm.method): - return ClientAuthenticationReturn(code=ReturnCode.Base.SUCCESS, message="success") + return AuthenticationReturn(code=ReturnCode.Base.SUCCESS, message="success") else: - return ClientAuthenticationReturn(code=ReturnCode.API.AUTHENTICATION_FAILED, - message="Authentication Failed") + return AuthenticationReturn(code=ReturnCode.API.AUTHENTICATION_FAILED, + message="Authentication Failed") else: - return ClientAuthenticationReturn(code=ReturnCode.API.VERIFY_FAILED, message="varify failed!") + return AuthenticationReturn(code=ReturnCode.API.VERIFY_FAILED, message="varify failed!") def check_parameters(app_id, user_name, time_stamp, nonce, signature): diff --git a/python/fate_flow/hook/flow/site_authentication.py b/python/fate_flow/hook/flow/site_authentication.py index a99c3f30a..853fbc393 100644 --- a/python/fate_flow/hook/flow/site_authentication.py +++ b/python/fate_flow/hook/flow/site_authentication.py @@ -1,13 +1,62 @@ +import hashlib + +from fate_flow.controller.app_controller import PermissionController, Authentication +from fate_flow.entity.code import ReturnCode +from fate_flow.entity.types import AppType from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import SignatureParameters, SignatureReturn, AuthenticationParameters, \ AuthenticationReturn +from fate_flow.manager.app_manager import AppManager +from fate_flow.runtime.system_settings import LOCAL_PARTY_ID, PARTY_ID @HookManager.register_site_signature_hook def signature(parm: SignatureParameters) -> SignatureReturn: - return SignatureReturn() + if parm.party_id == LOCAL_PARTY_ID: + parm.party_id = PARTY_ID + apps = AppManager.query_partner_app(party_id=parm.party_id) + if not apps: + return SignatureReturn( + code=ReturnCode.API.NO_FOUND_APPID, + message="Signature Failed" + ) + app = apps[0] + nonce = Authentication.generate_nonce() + timestamp = Authentication.generate_timestamp() + key = hashlib.md5(str(app.f_app_id + nonce + timestamp).encode("utf8")).hexdigest().lower() + sign = hashlib.md5(str(key + app.f_app_token).encode("utf8")).hexdigest().lower() + + return SignatureReturn(signature={ + "signature": sign, + "app_id": app.f_app_id, + "nonce": nonce, + "timestamp": timestamp + }) @HookManager.register_site_authentication_hook def authentication(parm: AuthenticationParameters) -> AuthenticationReturn: - return AuthenticationReturn() + app_id = parm.headers.get("app_id") + timestamp = parm.headers.get("timestamp") + nonce = parm.headers.get("nonce") + sign = parm.headers.get("signature") + check_parameters(app_id, timestamp, nonce, sign) + if Authentication.md5_verify(app_id, timestamp, nonce, sign): + if PermissionController.enforcer(app_id, parm.path, parm.method): + return AuthenticationReturn(code=ReturnCode.Base.SUCCESS, message="success") + else: + return AuthenticationReturn(code=ReturnCode.API.AUTHENTICATION_FAILED, + message="Authentication Failed") + else: + return AuthenticationReturn(code=ReturnCode.API.VERIFY_FAILED, message="varify failed!") + + +def check_parameters(app_id, time_stamp, nonce, sign): + if not app_id: + raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter: app-id") + if not time_stamp or not isinstance(time_stamp, str): + raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter:timestamp") + if not nonce or not isinstance(time_stamp, str) or len(nonce) != 4: + raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter: nonce") + if not sign: + raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter: signature") diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 6bf5c9043..0c099e977 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -30,7 +30,7 @@ from fate_flow.manager.output_manager import OutputDataTracking from fate_flow.operation.job_saver import JobSaver from fate_flow.runtime.job_default_config import JobDefaultConfig -from fate_flow.settings import ENGINES, LOCAL_DATA_STORE_PATH, BASE_URI, PROXY, FATE_FLOW_CONF_PATH +from fate_flow.runtime.system_settings import ENGINES, LOCAL_DATA_STORE_PATH, BASE_URI, PROXY, FATE_FLOW_CONF_PATH from fate_flow.utils import job_utils, file_utils from fate_flow.entity.types import StorageEngine, EngineType, FederationEngine from fate_flow.entity.spec import SchedulerInfoSpec diff --git a/python/fate_flow/manager/app_manager.py b/python/fate_flow/manager/app_manager.py index 7f016822c..47a4998b3 100644 --- a/python/fate_flow/manager/app_manager.py +++ b/python/fate_flow/manager/app_manager.py @@ -13,22 +13,29 @@ # See the License for the specific language governing permissions and # limitations under the License. from fate_flow.db.base_models import BaseModelOperate -from fate_flow.db.db_models import AppInfo -from fate_flow.settings import ADMIN_KEY, ADMIN_ID, CLIENT_AUTHENTICATION +from fate_flow.db.permission_models import AppInfo, PartnerAppInfo +from fate_flow.entity.types import AppType +from fate_flow.runtime.system_settings import ADMIN_KEY, CLIENT_AUTHENTICATION, APP_TOKEN_LENGTH, SITE_AUTHENTICATION, \ + PARTY_ID from fate_flow.utils.base_utils import generate_random_id -from fate_flow.utils.wraps_utils import filter_parameters +from fate_flow.utils.wraps_utils import filter_parameters, switch_function class AppManager(BaseModelOperate): @classmethod def init(cls): - if CLIENT_AUTHENTICATION: + if CLIENT_AUTHENTICATION or SITE_AUTHENTICATION: if cls.query_app(app_name="admin"): cls._delete(AppInfo, app_name="admin") - cls.create_app(app_name="admin", app_id="admin", app_token=ADMIN_KEY) + cls.create_app(app_name="admin", app_id="admin", app_token=ADMIN_KEY, app_type="admin") + app_info = cls.create_app(app_name=PARTY_ID, app_id=PARTY_ID, app_type=AppType.SITE) + if app_info: + cls.create_partner_app(party_id=PARTY_ID, app_id=app_info.get("app_id"), + app_token=app_info.get("app_token")) @classmethod - def create_app(cls, app_name, app_id=None, app_token=None): + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + def create_app(cls, app_type, app_name, app_id=None, app_token=None): if not app_id: app_id = cls.generate_app_id() if not app_token: @@ -36,22 +43,55 @@ def create_app(cls, app_name, app_id=None, app_token=None): app_info = { "app_name": app_name, "app_id": app_id, - "app_token": app_token + "app_token": app_token, + "app_type": app_type } - cls._create_entity(AppInfo, app_info) - return app_info + status = cls._create_entity(AppInfo, app_info) + if status: + return app_info + else: + return {} + + @classmethod + @switch_function(SITE_AUTHENTICATION) + def create_partner_app(cls, party_id, app_id=None, app_token=None): + app_info = { + "party_id": party_id, + "app_id": app_id, + "app_token": app_token, + } + status = cls._create_entity(PartnerAppInfo, app_info) + if status: + return app_info + else: + return {} @classmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) @filter_parameters() def delete_app(cls, **kwargs): return cls._delete(AppInfo, **kwargs) @classmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + @filter_parameters() + def delete_partner_app(cls, **kwargs): + return cls._delete(PartnerAppInfo, **kwargs) + + @classmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) @filter_parameters() def query_app(cls, **kwargs): return cls._query(AppInfo, **kwargs) @classmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + @filter_parameters() + def query_partner_app(cls, **kwargs): + return cls._query(PartnerAppInfo, **kwargs) + + @classmethod + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) def generate_app_id(cls, length=8): app_id = generate_random_id(length=length, only_number=True) if cls.query_app(app_id=app_id): @@ -60,5 +100,6 @@ def generate_app_id(cls, length=8): return app_id @classmethod - def generate_app_token(cls, length=10): + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + def generate_app_token(cls, length=APP_TOKEN_LENGTH): return generate_random_id(length=length) diff --git a/python/fate_flow/manager/docker_manager.py b/python/fate_flow/manager/docker_manager.py index 77511bb48..3161fc0cb 100644 --- a/python/fate_flow/manager/docker_manager.py +++ b/python/fate_flow/manager/docker_manager.py @@ -15,7 +15,6 @@ import docker from fate_flow.runtime.component_provider import ComponentProvider -from fate_flow.settings import LOG_DIRECTORY, LOCAL_DATA_STORE_PATH class DockerManager: diff --git a/python/fate_flow/manager/k8s_manager.py b/python/fate_flow/manager/k8s_manager.py index 0e23ba2fc..9ef001cd6 100644 --- a/python/fate_flow/manager/k8s_manager.py +++ b/python/fate_flow/manager/k8s_manager.py @@ -19,7 +19,7 @@ from ruamel import yaml from fate_flow.runtime.component_provider import ComponentProvider -from fate_flow.settings import WORKER +from fate_flow.runtime.system_settings import WORKER from fate_flow.utils.conf_utils import get_base_config from fate_flow.utils.log import getLogger diff --git a/python/fate_flow/manager/model_manager.py b/python/fate_flow/manager/model_manager.py index 7b52a770f..e5414c05d 100644 --- a/python/fate_flow/manager/model_manager.py +++ b/python/fate_flow/manager/model_manager.py @@ -24,7 +24,7 @@ from fate_flow.db.base_models import BaseModelOperate from fate_flow.db.db_models import PipelineModelMeta from fate_flow.entity.spec import MLModelSpec -from fate_flow.settings import ( +from fate_flow.runtime.system_settings import ( CACHE_MODEL_STORE_PATH, SOURCE_MODEL_STORE_PATH, stat_logger, diff --git a/python/fate_flow/manager/provider_manager.py b/python/fate_flow/manager/provider_manager.py index 391207b49..286a4339d 100644 --- a/python/fate_flow/manager/provider_manager.py +++ b/python/fate_flow/manager/provider_manager.py @@ -20,7 +20,7 @@ from fate_flow.db import ProviderInfo from fate_flow.db.base_models import DB, BaseModelOperate from fate_flow.entity.spec import ProviderSpec, LocalProviderSpec, DockerProviderSpec, K8sProviderSpec -from fate_flow.settings import DEFAULT_FATE_PROVIDER_PATH, DEFAULT_PROVIDER +from fate_flow.runtime.system_settings import DEFAULT_FATE_PROVIDER_PATH, DEFAULT_PROVIDER from fate_flow.runtime.component_provider import ComponentProvider, ProviderDevice from fate_flow.utils.file_utils import get_fate_flow_directory from fate_flow.utils.version import get_versions diff --git a/python/fate_flow/manager/resource_manager.py b/python/fate_flow/manager/resource_manager.py index f69336b8b..f02d58b13 100644 --- a/python/fate_flow/manager/resource_manager.py +++ b/python/fate_flow/manager/resource_manager.py @@ -19,7 +19,7 @@ from fate_flow.db.db_models import EngineRegistry, Job from fate_flow.entity.types import EngineType, ResourceOperation from fate_flow.runtime.job_default_config import JobDefaultConfig -from fate_flow.settings import stat_logger, IGNORE_RESOURCE_ROLES, ENGINES +from fate_flow.runtime.system_settings import stat_logger, IGNORE_RESOURCE_ROLES, ENGINES from fate_flow.utils import engine_utils, base_utils, job_utils from fate_flow.utils.log_utils import schedule_logger diff --git a/python/fate_flow/runtime/job_default_config.py b/python/fate_flow/runtime/job_default_config.py index 2e72d890a..232df007b 100644 --- a/python/fate_flow/runtime/job_default_config.py +++ b/python/fate_flow/runtime/job_default_config.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.settings import FATE_FLOW_JOB_DEFAULT_CONFIG_PATH, stat_logger +from fate_flow.runtime.system_settings import FATE_FLOW_JOB_DEFAULT_CONFIG_PATH, stat_logger from .reload_config_base import ReloadConfigBase from ..utils import file_utils diff --git a/python/fate_flow/runtime/runtime_config.py b/python/fate_flow/runtime/runtime_config.py index f54d91d74..ca1d396d8 100644 --- a/python/fate_flow/runtime/runtime_config.py +++ b/python/fate_flow/runtime/runtime_config.py @@ -27,6 +27,7 @@ class RuntimeConfig(ReloadConfigBase): IS_SERVER = False PROCESS_ROLE = None SCHEDULE_CLIENT: FlowSchedulerApi = None + CLIENT_ROLE = list() ENV = dict() @classmethod @@ -62,3 +63,9 @@ def set_process_role(cls, process_role: ProcessRole): @classmethod def set_schedule_client(cls, schedule_client): cls.SCHEDULE_CLIENT = schedule_client + + @classmethod + def set_client_roles(cls, *roles): + for role in roles: + if role not in cls.CLIENT_ROLE: + cls.CLIENT_ROLE.append(role) diff --git a/python/fate_flow/scheduler/__init__.py b/python/fate_flow/scheduler/__init__.py index 482e05d11..461c6f355 100644 --- a/python/fate_flow/scheduler/__init__.py +++ b/python/fate_flow/scheduler/__init__.py @@ -14,8 +14,8 @@ # limitations under the License. from ofx.api.client import FlowSchedulerApi from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.settings import HOST, HTTP_PORT, PROXY_PROTOCOL, API_VERSION, HTTP_REQUEST_TIMEOUT -from fate_flow.utils.api_utils import get_federated_proxy_address +from fate_flow.runtime.system_settings import HOST, HTTP_PORT, PROXY_PROTOCOL, API_VERSION, HTTP_REQUEST_TIMEOUT +from fate_flow.utils.api_utils import get_federated_proxy_address, generate_headers def init_scheduler(): @@ -25,4 +25,5 @@ def init_scheduler(): RuntimeConfig.set_schedule_client(FlowSchedulerApi(host=HOST, port=HTTP_PORT, protocol=protocol, api_version=API_VERSION, timeout=HTTP_REQUEST_TIMEOUT, remote_protocol=protocol, remote_host=remote_host, - remote_port=remote_port, grpc_channel=grpc_channel)) + remote_port=remote_port, grpc_channel=grpc_channel, + callback=generate_headers)) diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index 61c884e68..2c10025a4 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -15,89 +15,23 @@ # import os -from fate_flow.entity.types import ComputingEngine -from fate_flow.utils import engine_utils -from fate_flow.utils.conf_utils import get_base_config, decrypt_database_config -from fate_flow.utils.file_utils import get_fate_flow_directory, get_project_base_directory -from fate_flow.utils.log_utils import LoggerFactory, getLogger - -# Server -API_VERSION = "v2" -FATE_FLOW_SERVICE_NAME = "fateflow" -SERVER_MODULE = "fate_flow_server.py" -CASBIN_TABLE_NAME = "fate_casbin" -PERMISSION_PAGE = "permission" -TEMP_DIRECTORY = os.path.join(get_fate_flow_directory(), "temp") -FATE_FLOW_CONF_PATH = os.path.join(get_fate_flow_directory(), "conf") - -FATE_FLOW_JOB_DEFAULT_CONFIG_PATH = os.path.join(FATE_FLOW_CONF_PATH, "job_default_config.yaml") - -SUBPROCESS_STD_LOG_NAME = "std.log" +from fate_flow.utils.file_utils import get_fate_flow_directory +from fate_flow.utils.log import LoggerFactory +# GRPC GRPC_SERVER_MAX_WORKERS = None +# Request HTTP_REQUEST_TIMEOUT = 10 # s - REMOTE_REQUEST_TIMEOUT = 30000 # ms -HOST = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("host", "127.0.0.1") -HTTP_PORT = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("http_port") -GRPC_PORT = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("grpc_port") - -PROTOCOL = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("protocol", "http") - -PROXY_NAME = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("proxy_name") -PROXY_PROTOCOL = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("protocol", "http") -PROXY = get_base_config("federation") -FORCE_USE_SQLITE = get_base_config("force_use_sqlite") -ENGINES = engine_utils.get_engines() -IS_STANDALONE = engine_utils.is_standalone() -WORKER = get_base_config("worker", {}) -DEFAULT_PROVIDER = get_base_config("default_provider", {}) -CASBIN_MODEL_CONF = os.path.join(FATE_FLOW_CONF_PATH, "casbin_model.conf") - -DATABASE = decrypt_database_config() - # Logger LOG_DIRECTORY = get_fate_flow_directory("logs") LoggerFactory.set_directory(os.path.join(LOG_DIRECTORY, "fate_flow")) # {CRITICAL: 50, FATAL:50, ERROR:40, WARNING:30, WARN:30, INFO:20, DEBUG:10, NOTSET:0} LoggerFactory.LEVEL = 10 -IGNORE_RESOURCE_ROLES = {"arbiter"} - -SUPPORT_IGNORE_RESOURCE_ENGINES = { - ComputingEngine.EGGROLL, ComputingEngine.STANDALONE -} -DEFAULT_FATE_PROVIDER_PATH = get_project_base_directory("python") - -HEADERS = { - "Content-Type": "application/json", - "Connection": "close", - "service": FATE_FLOW_SERVICE_NAME -} - -stat_logger = getLogger("fate_flow_stat") -detect_logger = getLogger("fate_flow_detect") -access_logger = getLogger("fate_flow_access") -database_logger = getLogger("fate_flow_database") - -PARTY_ID = get_base_config("party_id", "") - -SOURCE_MODEL_STORE_PATH = os.path.join(get_fate_flow_directory(), "model", "source") -CACHE_MODEL_STORE_PATH = os.path.join(get_fate_flow_directory(), "model", "cache") -LOCAL_DATA_STORE_PATH = os.path.join(get_fate_flow_directory(), "data") -BASE_URI = f"{PROTOCOL}://{HOST}:{HTTP_PORT}/{API_VERSION}" - -HOOK_MODULE = get_base_config("hook_module") - -# authentication -AUTHENTICATION_CONF = get_base_config("authentication", {}) -# client -CLIENT_AUTHENTICATION = AUTHENTICATION_CONF.get("client", False) -# site -SITE_AUTHENTICATION = AUTHENTICATION_CONF.get("site", False) - +# Client Manager +APP_TOKEN_LENGTH = 16 ADMIN_ID = "admin" ADMIN_KEY = "fate_flow_admin" - diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index f2c0736f1..63e0cb134 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -13,29 +13,33 @@ # See the License for the specific language governing permissions and # limitations under the License. # -import json +import marshmallow +from flask import jsonify -from flask import ( - Response, jsonify -) -from webargs import fields -from webargs.flaskparser import use_kwargs -from werkzeug.http import HTTP_STATUS_CODES +from webargs.flaskparser import parser from fate_flow.entity.types import CoordinationProxyService, CoordinationCommunicationProtocol, FederatedMode from fate_flow.entity.code import ReturnCode -from fate_flow.settings import stat_logger, PROXY_NAME, ENGINES, PROXY, HOST, HTTP_PORT +from fate_flow.hook import HookManager +from fate_flow.hook.common.parameters import SignatureParameters +from fate_flow.runtime.system_settings import stat_logger, PROXY_NAME, ENGINES, PROXY, HOST, HTTP_PORT + +parser.unknown = marshmallow.EXCLUDE class API: class Input: @staticmethod def params(**kwargs): - return use_kwargs(kwargs, location='querystring') + return parser.use_kwargs(kwargs, location='querystring') @staticmethod def json(**kwargs): - return use_kwargs(kwargs, location='json') + return parser.use_kwargs(kwargs, location='json') + + @staticmethod + def headers(**kwargs): + return parser.use_kwargs(kwargs, location="headers") class Output: @staticmethod @@ -59,13 +63,13 @@ def server_error_response(e): stat_logger.exception(e) if len(e.args) > 1: return API.Output.json(code=e.args[0], message=e.args[1]) - return API.Output.json(code=ReturnCode.Base.EXCEPTION_ERROR, message=repr(e)) + return API.Output.json(code=ReturnCode.Server.EXCEPTION, message=repr(e)) @staticmethod def args_error_response(e): stat_logger.exception(e) messages = e.data.get("messages", {}) - return API.Output.json(code=ReturnCode.Base.EXCEPTION_ERROR, message="Invalid request.", data=messages) + return API.Output.json(code=ReturnCode.API.INVALID_PARAMETER, message="Invalid request.", data=messages) def get_federated_proxy_address(): @@ -89,3 +93,7 @@ def get_federated_proxy_address(): else: raise RuntimeError(f"can not support coordinate proxy {PROXY_NAME}， all proxy {PROXY.keys()}") return host, port, protocol, PROXY_NAME + + +def generate_headers(party_id, body): + return HookManager.site_signature(SignatureParameters(party_id=party_id, body=body)) \ No newline at end of file diff --git a/python/fate_flow/utils/data_upload.py b/python/fate_flow/utils/data_upload.py index 5e61426f5..e068ea853 100644 --- a/python/fate_flow/utils/data_upload.py +++ b/python/fate_flow/utils/data_upload.py @@ -22,7 +22,7 @@ from fate_flow.engine.storage import Session, EggRollStoreType, StorageEngine, StorageTableMeta, StorageTableOrigin from fate_flow.entity.types import EngineType -from fate_flow.settings import ENGINES +from fate_flow.runtime.system_settings import ENGINES from fate_flow.utils.file_utils import get_fate_flow_directory from fate_flow.utils.log import getLogger diff --git a/python/fate_flow/utils/grpc_utils.py b/python/fate_flow/utils/grpc_utils.py index d2e291cd8..f5bd92455 100644 --- a/python/fate_flow/utils/grpc_utils.py +++ b/python/fate_flow/utils/grpc_utils.py @@ -13,13 +13,12 @@ # See the License for the specific language governing permissions and # limitations under the License. # -import grpc from fate_flow.proto.osx import osx_pb2, osx_pb2_grpc from fate_flow.proto.rollsite import proxy_pb2_grpc, basic_meta_pb2, proxy_pb2 from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.settings import FATE_FLOW_SERVICE_NAME, GRPC_PORT, HOST, REMOTE_REQUEST_TIMEOUT +from fate_flow.runtime.system_settings import FATE_FLOW_SERVICE_NAME, GRPC_PORT, HOST, REMOTE_REQUEST_TIMEOUT from fate_flow.utils.base_utils import json_loads, json_dumps from fate_flow.utils.log_utils import audit_logger from fate_flow.utils.requests_utils import request diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index f9d908601..6cb105245 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -24,8 +24,8 @@ from fate_flow.utils.log_utils import schedule_logger from fate_flow.db.db_models import Task from fate_flow.entity.types import ProcessRole -from fate_flow.settings import SUBPROCESS_STD_LOG_NAME -from fate_flow.settings import stat_logger +from fate_flow.runtime.system_settings import SUBPROCESS_STD_LOG_NAME +from fate_flow.runtime.system_settings import stat_logger def run_subprocess(job_id, config_dir, process_cmd, added_env: dict = None, log_dir=None, cwd_dir=None, process_name="", process_id=""): diff --git a/python/fate_flow/utils/wraps_utils.py b/python/fate_flow/utils/wraps_utils.py index 796287abd..df4555469 100644 --- a/python/fate_flow/utils/wraps_utils.py +++ b/python/fate_flow/utils/wraps_utils.py @@ -15,6 +15,8 @@ # from functools import wraps +from fate_flow.entity.code import ReturnCode + def filter_parameters(filter_value=None): def _inner(func): @@ -27,3 +29,15 @@ def _wrapper(*args, **kwargs): return func(*args, **_kwargs) return _wrapper return _inner + + +def switch_function(switch, code=ReturnCode.Server.FUNCTION_RESTRICTED, message="function restricted"): + def _inner(func): + @wraps(func) + def _wrapper(*args, **kwargs): + if switch: + return func(*args, **kwargs) + else: + raise Exception(code, message) + return _wrapper + return _inner diff --git a/python/fate_flow/utils/xthread.py b/python/fate_flow/utils/xthread.py index d2973b6d3..c4232d87f 100644 --- a/python/fate_flow/utils/xthread.py +++ b/python/fate_flow/utils/xthread.py @@ -26,7 +26,7 @@ import threading import weakref import os -from fate_flow.settings import stat_logger +from fate_flow.runtime.system_settings import stat_logger # Workers are created as daemon threads. This is done to allow the interpreter # to exit when there are still idle threads in a ThreadPoolExecutor's thread diff --git a/python/ofx/api/client.py b/python/ofx/api/client.py index 150ae3de6..bcc47d774 100644 --- a/python/ofx/api/client.py +++ b/python/ofx/api/client.py @@ -23,7 +23,8 @@ class FlowSchedulerApi: A client for communicating with a flow server. """ def __init__(self, host="127.0.0.1", port=9380, protocol="http", api_version=None, timeout=60, - remote_protocol="http", remote_host=None, remote_port=None, grpc_channel="default"): + remote_protocol="http", remote_host=None, remote_port=None, grpc_channel="default", + callback=None): self.client = APIClient( host=host, port=port, @@ -35,6 +36,6 @@ def __init__(self, host="127.0.0.1", port=9380, protocol="http", api_version=Non remote_protocol=remote_protocol, grpc_channel=grpc_channel ) - self.federated = Federated(client=self.client) - self.scheduler = Scheduler(client=self.client) - self.worker = Worker(client=self.client) + self.federated = Federated(client=self.client, callback=callback) + self.scheduler = Scheduler(client=self.client, callback=callback) + self.worker = Worker(client=self.client, callback=callback) diff --git a/python/ofx/api/models/resource.py b/python/ofx/api/models/resource.py index e736eae43..884b1bd91 100644 --- a/python/ofx/api/models/resource.py +++ b/python/ofx/api/models/resource.py @@ -81,7 +81,10 @@ def _set_request_timeout(self, kwargs): def _set_url(self, endpoint): return f"{self._url}/{endpoint}" - def remote(self, job_id, method, endpoint, src_party_id, dest_party_id, src_role, json_body, is_local=False, extra_params=None): + def remote(self, job_id, method, endpoint, src_party_id, dest_party_id, src_role, json_body, is_local=False, + extra_params=None, headers=None): + if not headers: + headers = {} if self.version: endpoint = f"/{self.version}{endpoint}" kwargs = { @@ -92,12 +95,13 @@ def remote(self, job_id, method, endpoint, src_party_id, dest_party_id, src_role 'dest_party_id': dest_party_id, 'src_role': src_role, 'json_body': json_body, - + "headers": headers } if extra_params: kwargs.update(extra_params) if not self.remote_host and not self.remote_port and self.remote_protocol == "grpc": - raise Exception(f'{self.remote_protocol} coordination communication protocol need remote host and remote port.') + raise Exception( + f'{self.remote_protocol} coordination communication protocol need remote host and remote port.') kwargs.update({ "source_host": self.host, "source_port": self.port, @@ -120,17 +124,18 @@ def remote(self, job_id, method, endpoint, src_party_id, dest_party_id, src_role return self.remote_on_http(**kwargs) def remote_on_http(self, method, endpoint, host=None, port=None, try_times=3, timeout=10, - json_body=None, dest_party_id=None, service_name="fateflow", **kwargs): + json_body=None, dest_party_id=None, service_name="fateflow", headers=None, **kwargs): + headers.update({ + "dest-party-id": dest_party_id, + "service": service_name + }) if host and port: url = f"{self.remote_protocol}://{host}:{port}{endpoint}" else: url = f"{self.base_url}{endpoint}" for t in range(try_times): try: - response = requests.request(method=method, url=url, timeout=timeout, json=json_body, headers={ - "dest-party-id": dest_party_id, - "service": service_name - }) + response = requests.request(method=method, url=url, timeout=timeout, json=json_body, headers=headers) response.raise_for_status() except Exception as e: if t >= try_times - 1: @@ -197,12 +202,20 @@ def remote_on_grpc_osx(job_id, method, host, port, endpoint, src_party_id, dest_ class BaseAPI: - def __init__(self, client: APIClient): + def __init__(self, client: APIClient, callback=None): self.client = client + self.callback = callback def federated_command(self, job_id, src_role, src_party_id, dest_role, dest_party_id, endpoint, body, federated_response, method='POST', only_scheduler=False, extra_params=None): try: + headers = {} + if self.callback: + result = self.callback(dest_party_id, body) + if result.code == 0: + headers = self.callback(dest_party_id, body).signature + else: + raise Exception(result.code, result.message) response = self.client.remote(job_id=job_id, method=method, endpoint=endpoint, @@ -211,7 +224,8 @@ def federated_command(self, job_id, src_role, src_party_id, dest_role, dest_part dest_party_id=dest_party_id, json_body=body if body else {}, extra_params=extra_params, - is_local=self.is_local(party_id=dest_party_id)) + is_local=self.is_local(party_id=dest_party_id), + headers=headers) if only_scheduler: return response except Exception as e: @@ -269,7 +283,8 @@ def task_command(self, tasks, command, command_body=None, parallel=False): dest_role, dest_party_id = task["role"], task["party_id"] federated_response[dest_role] = federated_response.get(dest_role, {}) endpoint = f"/partner/task/{command}" - args = (task['job_id'], task['role'], task['party_id'], dest_role, dest_party_id, endpoint, command_body, federated_response) + args = (task['job_id'], task['role'], task['party_id'], dest_role, dest_party_id, endpoint, command_body, + federated_response) if parallel: t = threading.Thread(target=self.federated_command, args=args) threads.append(t) From 94fda7f3f864631548699b9ed45091bc46987341 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 13 Mar 2023 10:32:20 +0800 Subject: [PATCH 068/482] fateflow:authentication hook Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/runtime/system_settings.py | 95 +++++++++++++++++++++ 1 file changed, 95 insertions(+) create mode 100644 python/fate_flow/runtime/system_settings.py diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py new file mode 100644 index 000000000..eef0b1c31 --- /dev/null +++ b/python/fate_flow/runtime/system_settings.py @@ -0,0 +1,95 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import os + +from fate_flow.entity.types import ComputingEngine +from fate_flow.utils import engine_utils +from fate_flow.utils.conf_utils import get_base_config, decrypt_database_config +from fate_flow.utils.file_utils import get_project_base_directory +from fate_flow.utils.log_utils import LoggerFactory, getLogger + +from fate_flow.settings import * + +# Server +API_VERSION = "v2" +FATE_FLOW_SERVICE_NAME = "fateflow" +SERVER_MODULE = "fate_flow_server.py" +CASBIN_TABLE_NAME = "fate_casbin" +PERMISSION_MANAGER_PAGE = "permission" +APP_MANAGER_PAGE = "app" + +ADMIN_PAGE = [PERMISSION_MANAGER_PAGE, APP_MANAGER_PAGE] +TEMP_DIRECTORY = os.path.join(get_fate_flow_directory(), "temp") +FATE_FLOW_CONF_PATH = os.path.join(get_fate_flow_directory(), "conf") + +FATE_FLOW_JOB_DEFAULT_CONFIG_PATH = os.path.join(FATE_FLOW_CONF_PATH, "job_default_config.yaml") + +SUBPROCESS_STD_LOG_NAME = "std.log" + + +HOST = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("host", "127.0.0.1") +HTTP_PORT = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("http_port") +GRPC_PORT = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("grpc_port") + +PROTOCOL = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("protocol", "http") + +PROXY_NAME = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("proxy_name") +PROXY_PROTOCOL = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("protocol", "http") +PROXY = get_base_config("federation") +FORCE_USE_SQLITE = get_base_config("force_use_sqlite") +ENGINES = engine_utils.get_engines() +IS_STANDALONE = engine_utils.is_standalone() +WORKER = get_base_config("worker", {}) +DEFAULT_PROVIDER = get_base_config("default_provider", {}) +CASBIN_MODEL_CONF = os.path.join(FATE_FLOW_CONF_PATH, "casbin_model.conf") + +DATABASE = decrypt_database_config() + + +IGNORE_RESOURCE_ROLES = {"arbiter"} + +SUPPORT_IGNORE_RESOURCE_ENGINES = { + ComputingEngine.EGGROLL, ComputingEngine.STANDALONE +} +DEFAULT_FATE_PROVIDER_PATH = get_project_base_directory("python") + +HEADERS = { + "Content-Type": "application/json", + "Connection": "close", + "service": FATE_FLOW_SERVICE_NAME +} + +stat_logger = getLogger("fate_flow_stat") +detect_logger = getLogger("fate_flow_detect") +access_logger = getLogger("fate_flow_access") +database_logger = getLogger("fate_flow_database") + +SOURCE_MODEL_STORE_PATH = os.path.join(get_fate_flow_directory(), "model", "source") +CACHE_MODEL_STORE_PATH = os.path.join(get_fate_flow_directory(), "model", "cache") +LOCAL_DATA_STORE_PATH = os.path.join(get_fate_flow_directory(), "data") +BASE_URI = f"{PROTOCOL}://{HOST}:{HTTP_PORT}/{API_VERSION}" + +HOOK_MODULE = get_base_config("hook_module") + +# authentication +AUTHENTICATION_CONF = get_base_config("authentication", {}) +# client +CLIENT_AUTHENTICATION = AUTHENTICATION_CONF.get("client", False) +# site +SITE_AUTHENTICATION = AUTHENTICATION_CONF.get("site", False) + +PARTY_ID = get_base_config("party_id", "") +LOCAL_PARTY_ID = "0" From 63c46ee4592a2a615b0f761f8aba0bf028ecb52e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 14 Mar 2023 21:00:33 +0800 Subject: [PATCH 069/482] add model manager Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/job_default_config.yaml | 2 +- python/fate_flow/apps/client/client_app.py | 2 +- python/fate_flow/apps/client/data_app.py | 2 +- python/fate_flow/apps/client/output_app.py | 9 +- python/fate_flow/apps/client/provider_app.py | 2 +- python/fate_flow/apps/partner/partner_app.py | 2 +- python/fate_flow/apps/worker/worker_app.py | 102 ++++++----- python/fate_flow/controller/app_controller.py | 2 +- python/fate_flow/controller/config_manager.py | 2 +- python/fate_flow/controller/job_controller.py | 2 +- .../fate_flow/controller/task_controller.py | 6 +- python/fate_flow/db/db_models.py | 44 ++--- python/fate_flow/db/storage_models.py | 2 +- python/fate_flow/engine/computing/_eggroll.py | 6 +- python/fate_flow/engine/computing/_session.py | 2 +- python/fate_flow/engine/computing/_spark.py | 2 +- python/fate_flow/entity/code/_api.py | 1 + python/fate_flow/entity/spec/__init__.py | 1 + .../fate_flow/entity/spec/_model_storage.py | 38 ++++ python/fate_flow/entity/types/_output.py | 10 ++ python/fate_flow/fate_flow_server.py | 4 +- .../hook/flow/site_authentication.py | 3 +- .../fate_flow/hub/parser/default/_parser.py | 4 +- .../fate_flow/manager/container/__init__.py | 14 ++ .../manager/{ => container}/docker_manager.py | 0 .../{ => container}/k8s_conf_template.yaml | 0 .../manager/{ => container}/k8s_manager.py | 0 .../manager/{ => container}/k8s_template.yaml | 0 python/fate_flow/manager/data/__init__.py | 14 ++ .../manager/{ => data}/data_manager.py | 0 python/fate_flow/manager/model/__init__.py | 14 ++ .../manager/model/engine/__init__.py | 18 ++ .../fate_flow/manager/model/engine/_mysql.py | 134 ++++++++++++++ .../manager/model/engine/_tencent_cos.py | 76 ++++++++ .../manager/model/handel/__init__.py | 21 +++ .../fate_flow/manager/model/handel/_base.py | 119 +++++++++++++ .../fate_flow/manager/model/handel/_file.py | 58 +++++++ .../fate_flow/manager/model/handel/_mysql.py | 57 ++++++ .../manager/model/handel/_tencent_cos.py | 57 ++++++ .../fate_flow/manager/model/model_manager.py | 44 +++++ python/fate_flow/manager/model/model_meta.py | 26 +++ python/fate_flow/manager/model_manager.py | 163 ------------------ python/fate_flow/manager/service/__init__.py | 0 .../manager/{ => service}/app_manager.py | 0 .../manager/{ => service}/output_manager.py | 0 .../manager/{ => service}/provider_manager.py | 0 .../manager/{ => service}/resource_manager.py | 0 .../manager/{ => service}/worker_manager.py | 0 python/fate_flow/operation/job_saver.py | 8 + python/fate_flow/runtime/system_settings.py | 5 +- python/fate_flow/utils/base_utils.py | 2 + 51 files changed, 807 insertions(+), 273 deletions(-) create mode 100644 python/fate_flow/entity/spec/_model_storage.py create mode 100644 python/fate_flow/manager/container/__init__.py rename python/fate_flow/manager/{ => container}/docker_manager.py (100%) rename python/fate_flow/manager/{ => container}/k8s_conf_template.yaml (100%) rename python/fate_flow/manager/{ => container}/k8s_manager.py (100%) rename python/fate_flow/manager/{ => container}/k8s_template.yaml (100%) create mode 100644 python/fate_flow/manager/data/__init__.py rename python/fate_flow/manager/{ => data}/data_manager.py (100%) create mode 100644 python/fate_flow/manager/model/__init__.py create mode 100644 python/fate_flow/manager/model/engine/__init__.py create mode 100644 python/fate_flow/manager/model/engine/_mysql.py create mode 100644 python/fate_flow/manager/model/engine/_tencent_cos.py create mode 100644 python/fate_flow/manager/model/handel/__init__.py create mode 100644 python/fate_flow/manager/model/handel/_base.py create mode 100644 python/fate_flow/manager/model/handel/_file.py create mode 100644 python/fate_flow/manager/model/handel/_mysql.py create mode 100644 python/fate_flow/manager/model/handel/_tencent_cos.py create mode 100644 python/fate_flow/manager/model/model_manager.py create mode 100644 python/fate_flow/manager/model/model_meta.py delete mode 100644 python/fate_flow/manager/model_manager.py create mode 100644 python/fate_flow/manager/service/__init__.py rename python/fate_flow/manager/{ => service}/app_manager.py (100%) rename python/fate_flow/manager/{ => service}/output_manager.py (100%) rename python/fate_flow/manager/{ => service}/provider_manager.py (100%) rename python/fate_flow/manager/{ => service}/resource_manager.py (100%) rename python/fate_flow/manager/{ => service}/worker_manager.py (100%) diff --git a/conf/job_default_config.yaml b/conf/job_default_config.yaml index e5cedf62d..e28b2680b 100644 --- a/conf/job_default_config.yaml +++ b/conf/job_default_config.yaml @@ -12,7 +12,7 @@ remote_request_timeout: 30000 # ms federated_command_trys: 3 end_status_job_scheduling_time_limit: 300000 # ms end_status_job_scheduling_updates: 1 -auto_retries: 1 +auto_retries: 3 auto_retry_delay: 1 #seconds # It can also be specified in the job configuration using the federated_status_collect_type parameter federated_status_collect_type: PUSH diff --git a/python/fate_flow/apps/client/client_app.py b/python/fate_flow/apps/client/client_app.py index fcc3b9d16..89e5eba2e 100644 --- a/python/fate_flow/apps/client/client_app.py +++ b/python/fate_flow/apps/client/client_app.py @@ -17,7 +17,7 @@ from fate_flow.entity.code import ReturnCode from fate_flow.entity.types import AppType -from fate_flow.manager.app_manager import AppManager +from fate_flow.manager.service.app_manager import AppManager from fate_flow.runtime.system_settings import APP_MANAGER_PAGE from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 98b6adfee..79835ff34 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -16,7 +16,7 @@ from webargs import fields from fate_flow.engine import storage -from fate_flow.manager.data_manager import DataManager +from fate_flow.manager.data.data_manager import DataManager from fate_flow.utils.api_utils import API from fate_flow.utils.data_upload import Upload, UploadParam diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 0d2a51906..01ae01833 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -16,8 +16,8 @@ from webargs import fields from fate_flow.entity.code import ReturnCode -from fate_flow.manager.model_manager import PipelinedModel -from fate_flow.manager.output_manager import OutputMetric +from fate_flow.manager.model.model_manager import PipelinedModel +from fate_flow.manager.service.output_manager import OutputMetric from fate_flow.operation.job_saver import JobSaver from fate_flow.utils.api_utils import API @@ -60,5 +60,6 @@ def query_model(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") - model_data, message = PipelinedModel(role=role, party_id=party_id, job_id=job_id).read_model_data(task_name) - return API.Output.json(code=ReturnCode.Base.SUCCESS, message=message, data=model_data) + task = tasks[0] + model_data = PipelinedModel.read_model(task.f_job_id, task.f_role, task.f_party_id, task.f_task_name) + return API.Output.json(data=model_data) diff --git a/python/fate_flow/apps/client/provider_app.py b/python/fate_flow/apps/client/provider_app.py index 95c64bc4b..ff98bb157 100644 --- a/python/fate_flow/apps/client/provider_app.py +++ b/python/fate_flow/apps/client/provider_app.py @@ -16,7 +16,7 @@ from webargs import fields from fate_flow.entity.code import ReturnCode -from fate_flow.manager.provider_manager import ProviderManager +from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/apps/partner/partner_app.py b/python/fate_flow/apps/partner/partner_app.py index 05389a765..5649de51f 100644 --- a/python/fate_flow/apps/partner/partner_app.py +++ b/python/fate_flow/apps/partner/partner_app.py @@ -19,7 +19,7 @@ from fate_flow.controller.task_controller import TaskController from fate_flow.entity.types import TaskStatus from fate_flow.entity.code import ReturnCode -from fate_flow.manager.resource_manager import ResourceManager +from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 96419ba4b..5c12d5bed 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -17,8 +17,8 @@ from fate_flow.controller.task_controller import TaskController from fate_flow.entity.code import ReturnCode -from fate_flow.manager.model_manager import PipelinedModel -from fate_flow.manager.output_manager import OutputDataTracking, OutputMetric +from fate_flow.manager.model.model_manager import PipelinedModel +from fate_flow.manager.service.output_manager import OutputDataTracking, OutputMetric from fate_flow.operation.job_saver import JobSaver from fate_flow.utils.api_utils import API @@ -30,35 +30,31 @@ @API.Input.json(status=fields.String(required=True)) @API.Input.json(error=fields.String(required=False)) def report_task_status(status, execution_id, error=None): - tasks = JobSaver.query_task(execution_id=execution_id) - if tasks: - task = tasks[0] - task_info = { - "party_status": status, - "job_id": task.f_job_id, - "role": task.f_role, - "party_id": task.f_party_id, - "task_id": task.f_task_id, - "task_version": task.f_task_version - } - TaskController.update_task_status(task_info=task_info) - if error: - task_info.update({"error_report": error}) - TaskController.update_task(task_info) - return API.Output.json() - return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") + task = JobSaver.query_task_by_execution_id(execution_id=execution_id) + task_info = { + "party_status": status, + "job_id": task.f_job_id, + "role": task.f_role, + "party_id": task.f_party_id, + "task_id": task.f_task_id, + "task_version": task.f_task_version + } + TaskController.update_task_status(task_info=task_info) + if error: + task_info.update({"error_report": error}) + TaskController.update_task(task_info) + return API.Output.json() @manager.route('/task/status', methods=['GET']) @API.Input.params(execution_id=fields.String(required=True)) def query_task_status(execution_id): - tasks = JobSaver.query_task(execution_id=execution_id) - if tasks: - task_info = { - "status": tasks[0].f_status, - } - return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=task_info) - return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") + task = JobSaver.query_task_by_execution_id(execution_id=execution_id) + + task_info = { + "status": task.f_status, + } + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=task_info) @manager.route('/task/output/tracking', methods=['POST']) @@ -68,39 +64,39 @@ def query_task_status(execution_id): @API.Input.json(uri=fields.String(required=True)) @API.Input.json(output_key=fields.String(required=True)) def log_output_artifacts(execution_id, meta_data, type, uri, output_key): - tasks = JobSaver.query_task(execution_id=execution_id) - if tasks: - task = tasks[0] - data_info = { - "type": type, - "uri": uri, - "output_key": output_key, - "meta": meta_data, - "job_id": task.f_job_id, - "role": task.f_role, - "party_id": task.f_party_id, - "task_id": task.f_task_id, - "task_version": task.f_task_version, - "task_name": task.f_task_name - } - OutputDataTracking.create(data_info) - return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") - return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") + task = JobSaver.query_task_by_execution_id(execution_id=execution_id) + data_info = { + "type": type, + "uri": uri, + "output_key": output_key, + "meta": meta_data, + "job_id": task.f_job_id, + "role": task.f_role, + "party_id": task.f_party_id, + "task_id": task.f_task_id, + "task_version": task.f_task_version, + "task_name": task.f_task_name + } + OutputDataTracking.create(data_info) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") -@manager.route('/task/model////////', methods=['POST']) -def save_output_model(job_id, role, party_id, model_id, model_version, component, task_name, model_name): +@manager.route('/task/model////', methods=['POST']) +def upload_output_model(model_id, model_version, dir_name, file_name): file = request.files['file'] - PipelinedModel(job_id=job_id, model_id=model_id, model_version=model_version, role=role, party_id=party_id).save_output_model( - task_name, model_name, component, model_file=file) + PipelinedModel.upload_model( + model_file=file, + dir_name=dir_name, + file_name=file_name, + model_id=model_id, + model_version=model_version + ) return API.Output.json() -@manager.route('/task/model////////', methods=['GET']) -def get_output_model(job_id, role, party_id, model_id, model_version, component, task_name, model_name): - return PipelinedModel( - model_id=model_id, model_version=model_version, job_id=job_id, role=role, party_id=party_id - ).read_output_model(task_name, model_name) +@manager.route('/task/model////', methods=['GET']) +def download_output_model(model_id, model_version, dir_name, file_name): + return PipelinedModel.download_model(model_id, model_version, dir_name, file_name) @manager.route('/task/metric///////', methods=["POST"]) diff --git a/python/fate_flow/controller/app_controller.py b/python/fate_flow/controller/app_controller.py index 603fb9e6c..693856851 100644 --- a/python/fate_flow/controller/app_controller.py +++ b/python/fate_flow/controller/app_controller.py @@ -18,7 +18,7 @@ from fate_flow.db.casbin_models import FATE_CASBIN from fate_flow.entity.code import ReturnCode -from fate_flow.manager.app_manager import AppManager +from fate_flow.manager.service.app_manager import AppManager from fate_flow.runtime.system_settings import CLIENT_AUTHENTICATION, SITE_AUTHENTICATION from fate_flow.utils.base_utils import generate_random_id from fate_flow.utils.wraps_utils import switch_function diff --git a/python/fate_flow/controller/config_manager.py b/python/fate_flow/controller/config_manager.py index 02ade20fd..a18a11317 100644 --- a/python/fate_flow/controller/config_manager.py +++ b/python/fate_flow/controller/config_manager.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.manager.resource_manager import ResourceManager +from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.runtime.job_default_config import JobDefaultConfig diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 89ad746c1..12b19af31 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -17,7 +17,7 @@ from fate_flow.entity.spec import DAGSchema, JobConfSpec from fate_flow.entity.types import EndStatus, JobStatus, TaskStatus from fate_flow.entity.code import ReturnCode -from fate_flow.manager.resource_manager import ResourceManager +from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver from fate_flow.scheduler.federated_scheduler import FederatedScheduler from fate_flow.runtime.system_settings import PARTY_ID diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index c25246b64..77ca07486 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -20,9 +20,9 @@ from fate_flow.engine.computing import build_engine from fate_flow.entity.spec import DAGSchema from fate_flow.hub.flow_hub import FlowHub -from fate_flow.manager.provider_manager import ProviderManager -from fate_flow.manager.resource_manager import ResourceManager -from fate_flow.manager.worker_manager import WorkerManager +from fate_flow.manager.service.provider_manager import ProviderManager +from fate_flow.manager.service.resource_manager import ResourceManager +from fate_flow.manager.service.worker_manager import WorkerManager from fate_flow.scheduler.federated_scheduler import FederatedScheduler from fate_flow.entity.types import EndStatus, TaskStatus from fate_flow.entity.code import FederatedSchedulingStatusCode diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index 0064cc527..684b7ba3a 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -115,33 +115,6 @@ class Meta: primary_key = CompositeKey('f_job_id', 'f_task_id', 'f_task_version', 'f_role', 'f_party_id', 'f_type', 'f_output_key') -class PipelineModelInfo(DataBaseModel): - f_role = CharField(max_length=50) - f_party_id = CharField(max_length=50) - f_job_id = CharField(max_length=25, index=True) - f_model_id = CharField(max_length=100, index=True) - f_model_version = IntegerField(index=True) - - class Meta: - db_table = "t_model_info" - primary_key = CompositeKey('f_job_id') - - -class PipelineModelMeta(DataBaseModel): - f_model_id = CharField(max_length=100) - f_model_version = IntegerField() - f_job_id = CharField(max_length=100, index=True) - f_role = CharField(max_length=50, index=True) - f_party_id = CharField(max_length=50, index=True) - f_task_name = CharField(max_length=100, index=True) - f_component = CharField(max_length=30, null=True) - f_model_name = CharField(max_length=30, null=True) - - class Meta: - db_table = 't_model_meta' - primary_key = CompositeKey('f_job_id', 'f_role', 'f_party_id', 'f_task_name', 'f_model_name') - - class EngineRegistry(DataBaseModel): f_engine_type = CharField(max_length=10, index=True) f_engine_name = CharField(max_length=50, index=True) @@ -206,7 +179,7 @@ class Meta: f_job_id = CharField(max_length=25, index=True) f_role = CharField(max_length=10, index=True) f_party_id = CharField(max_length=50) - f_task_name = CharField(max_length=30, index=True) + f_task_name = CharField(max_length=50, index=True) f_task_id = CharField(max_length=100) f_task_version = BigIntegerField(null=True) f_namespace = CharField(max_length=30, index=True, null=True) @@ -227,3 +200,18 @@ class ProviderInfo(DataBaseModel): class Meta: db_table = "t_provider_info" + + +class PipelineModelMeta(DataBaseModel): + f_model_id = CharField(max_length=100) + f_model_version = IntegerField() + f_job_id = CharField(max_length=25, index=True) + f_role = CharField(max_length=50, index=True) + f_party_id = CharField(max_length=50, index=True) + f_task_name = CharField(max_length=50, index=True) + f_storage_key = CharField(max_length=100) + f_storage_engine = CharField(max_length=30, null=True, index=True) + + class Meta: + db_table = 't_model_meta' + primary_key = CompositeKey('f_job_id', 'f_storage_key', "f_storage_engine") diff --git a/python/fate_flow/db/storage_models.py b/python/fate_flow/db/storage_models.py index bc81100ab..bf416f8ab 100644 --- a/python/fate_flow/db/storage_models.py +++ b/python/fate_flow/db/storage_models.py @@ -14,7 +14,7 @@ # limitations under the License. from peewee import CharField, IntegerField, BooleanField, BigIntegerField, TextField, DateTimeField, CompositeKey -from fate_flow.db.base_models import DataBaseModel, JSONField, SerializedField +from fate_flow.db.base_models import DataBaseModel, JSONField class StorageConnectorModel(DataBaseModel): diff --git a/python/fate_flow/engine/computing/_eggroll.py b/python/fate_flow/engine/computing/_eggroll.py index b0d2cef72..52c1abea3 100644 --- a/python/fate_flow/engine/computing/_eggroll.py +++ b/python/fate_flow/engine/computing/_eggroll.py @@ -19,7 +19,7 @@ from fate_flow.engine.computing._base import EngineABC, LocalEngine from fate_flow.entity.types import ProviderDevice, TaskStatus, WorkerName from fate_flow.entity.code import KillProcessRetCode -from fate_flow.manager.worker_manager import WorkerManager +from fate_flow.manager.service.worker_manager import WorkerManager from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.component_provider import ComponentProvider from fate_flow.utils import job_utils, process_utils @@ -53,10 +53,10 @@ def is_alive(self, task): class ContainerdEggrollEngine(EngineABC): def __init__(self, provider): if provider.device == ProviderDevice.DOCKER: - from fate_flow.manager.docker_manager import DockerManager + from fate_flow.manager.container.docker_manager import DockerManager self.manager = DockerManager(provider) elif provider.device == ProviderDevice.K8S: - from fate_flow.manager.k8s_manager import K8sManager + from fate_flow.manager.container.k8s_manager import K8sManager self.manager = K8sManager(provider) else: raise ValueError(f'worker "{provider.device}" is not supported') diff --git a/python/fate_flow/engine/computing/_session.py b/python/fate_flow/engine/computing/_session.py index a79a2451a..109354605 100644 --- a/python/fate_flow/engine/computing/_session.py +++ b/python/fate_flow/engine/computing/_session.py @@ -16,7 +16,7 @@ from fate_flow.engine.computing._eggroll import ContainerdEggrollEngine, LocalEggrollEngine from fate_flow.engine.computing._spark import SparkEngine from fate_flow.entity.types import ComputingEngine, EngineType, ProviderDevice -from fate_flow.manager.provider_manager import ProviderManager +from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.component_provider import ComponentProvider from fate_flow.runtime.system_settings import ENGINES diff --git a/python/fate_flow/engine/computing/_spark.py b/python/fate_flow/engine/computing/_spark.py index cd0c231a4..98dc40061 100644 --- a/python/fate_flow/engine/computing/_spark.py +++ b/python/fate_flow/engine/computing/_spark.py @@ -19,7 +19,7 @@ from fate_flow.engine.computing._base import LocalEngine from fate_flow.entity.code import KillProcessRetCode from fate_flow.entity.types import TaskStatus, WorkerName -from fate_flow.manager.worker_manager import WorkerManager +from fate_flow.manager.service.worker_manager import WorkerManager from fate_flow.utils import job_utils, process_utils diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index a8342e7a7..588d73199 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -33,6 +33,7 @@ class Task: UPDATE_FAILED = 2003 KILL_FAILED = 2004 APPLY_RESOURCE_FAILED = 2005 + NO_FOUND_MODEL_OUTPUT = 2006 class Site: IS_STANDALONE = 3000 diff --git a/python/fate_flow/entity/spec/__init__.py b/python/fate_flow/entity/spec/__init__.py index 40a84c143..f619d6e90 100644 --- a/python/fate_flow/entity/spec/__init__.py +++ b/python/fate_flow/entity/spec/__init__.py @@ -18,3 +18,4 @@ from ._provider import * from ._scheduler import * from ._flow_task import * +from ._model_storage import * diff --git a/python/fate_flow/entity/spec/_model_storage.py b/python/fate_flow/entity/spec/_model_storage.py new file mode 100644 index 000000000..3177f458c --- /dev/null +++ b/python/fate_flow/entity/spec/_model_storage.py @@ -0,0 +1,38 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from typing import Union + +import pydantic + + +class FileStorageSpec(pydantic.BaseModel): + path: Union[str, None] + + +class MysqlStorageSpec(pydantic.BaseModel): + name: str + user: str + passwd: str + host: str + port: int + max_connections: int + stale_timeout: int + + +class TencentCosStorageSpec(pydantic.BaseModel): + Region: str + SecretId: str + SecretKey: str + Bucket: str diff --git a/python/fate_flow/entity/types/_output.py b/python/fate_flow/entity/types/_output.py index 5cd2511ad..2fa8e9ee8 100644 --- a/python/fate_flow/entity/types/_output.py +++ b/python/fate_flow/entity/types/_output.py @@ -24,3 +24,13 @@ class MetricData(BaseModel): groups: Dict metadata: Dict data: Union[List, Dict] + + +class ModelStorageEngine(object): + FILE = "file" + MYSQL = "mysql" + TENCENT_COS = "tencent_cos" + + +class ModelFileFormat(object): + JSON = "json" diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index 7e4c03374..c44fac0e5 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -26,8 +26,8 @@ from fate_flow.apps import app from fate_flow.controller.config_manager import ConfigManager from fate_flow.hook import HookManager -from fate_flow.manager.app_manager import AppManager -from fate_flow.manager.provider_manager import ProviderManager +from fate_flow.manager.service.app_manager import AppManager +from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.db.base_models import init_database_tables as init_flow_db from fate_flow.detection.detector import Detector, FederatedDetector diff --git a/python/fate_flow/hook/flow/site_authentication.py b/python/fate_flow/hook/flow/site_authentication.py index 853fbc393..f03fec077 100644 --- a/python/fate_flow/hook/flow/site_authentication.py +++ b/python/fate_flow/hook/flow/site_authentication.py @@ -2,11 +2,10 @@ from fate_flow.controller.app_controller import PermissionController, Authentication from fate_flow.entity.code import ReturnCode -from fate_flow.entity.types import AppType from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import SignatureParameters, SignatureReturn, AuthenticationParameters, \ AuthenticationReturn -from fate_flow.manager.app_manager import AppManager +from fate_flow.manager.service.app_manager import AppManager from fate_flow.runtime.system_settings import LOCAL_PARTY_ID, PARTY_ID diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 0c099e977..a2dd95142 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -27,7 +27,7 @@ OutputMetricSpec, OutputModelSpec, OutputDataSpec, MLMDSpec, LOGGERSpec, ComputingBackendSpec, \ RuntimeConfSpec -from fate_flow.manager.output_manager import OutputDataTracking +from fate_flow.manager.service.output_manager import OutputDataTracking from fate_flow.operation.job_saver import JobSaver from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.runtime.system_settings import ENGINES, LOCAL_DATA_STORE_PATH, BASE_URI, PROXY, FATE_FLOW_CONF_PATH @@ -223,7 +223,7 @@ def get_output_model_store_conf(self): return OutputModelSpec( type=_type, metadata={ - "uri": f"{BASE_URI}/worker/task/model/{self.job_id}/{self.role}/{self.party_id}/{model_id}/{str(model_version)}/{self.component_ref}/{self.task_name}", + "uri": f"{BASE_URI}/worker/task/model/{model_id}/{str(model_version)}/{self.execution_id}", "format": _format } ) diff --git a/python/fate_flow/manager/container/__init__.py b/python/fate_flow/manager/container/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/fate_flow/manager/container/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/fate_flow/manager/docker_manager.py b/python/fate_flow/manager/container/docker_manager.py similarity index 100% rename from python/fate_flow/manager/docker_manager.py rename to python/fate_flow/manager/container/docker_manager.py diff --git a/python/fate_flow/manager/k8s_conf_template.yaml b/python/fate_flow/manager/container/k8s_conf_template.yaml similarity index 100% rename from python/fate_flow/manager/k8s_conf_template.yaml rename to python/fate_flow/manager/container/k8s_conf_template.yaml diff --git a/python/fate_flow/manager/k8s_manager.py b/python/fate_flow/manager/container/k8s_manager.py similarity index 100% rename from python/fate_flow/manager/k8s_manager.py rename to python/fate_flow/manager/container/k8s_manager.py diff --git a/python/fate_flow/manager/k8s_template.yaml b/python/fate_flow/manager/container/k8s_template.yaml similarity index 100% rename from python/fate_flow/manager/k8s_template.yaml rename to python/fate_flow/manager/container/k8s_template.yaml diff --git a/python/fate_flow/manager/data/__init__.py b/python/fate_flow/manager/data/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/fate_flow/manager/data/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/fate_flow/manager/data_manager.py b/python/fate_flow/manager/data/data_manager.py similarity index 100% rename from python/fate_flow/manager/data_manager.py rename to python/fate_flow/manager/data/data_manager.py diff --git a/python/fate_flow/manager/model/__init__.py b/python/fate_flow/manager/model/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/fate_flow/manager/model/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/fate_flow/manager/model/engine/__init__.py b/python/fate_flow/manager/model/engine/__init__.py new file mode 100644 index 000000000..67e7c8c82 --- /dev/null +++ b/python/fate_flow/manager/model/engine/__init__.py @@ -0,0 +1,18 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from fate_flow.manager.model.engine._tencent_cos import TencentCosStorage +from fate_flow.manager.model.engine._mysql import MysqlModelStorage + +__all__ = ["MysqlModelStorage", "TencentCosStorage"] diff --git a/python/fate_flow/manager/model/engine/_mysql.py b/python/fate_flow/manager/model/engine/_mysql.py new file mode 100644 index 000000000..ac7dee869 --- /dev/null +++ b/python/fate_flow/manager/model/engine/_mysql.py @@ -0,0 +1,134 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import base64 +import io + +from copy import deepcopy + +from peewee import PeeweeException, CharField, IntegerField, CompositeKey +from playhouse.pool import PooledMySQLDatabase + +from fate_flow.db.base_models import LOGGER, BaseModel, LongTextField +from fate_flow.utils.conf_utils import decrypt_database_config + +DB = PooledMySQLDatabase(None) +SLICE_MAX_SIZE = 1024 * 1024 * 8 + + +class MachineLearningModel(BaseModel): + f_storage_key = CharField(max_length=100) + f_content = LongTextField(default='') + f_slice_index = IntegerField(default=0) + + class Meta: + database = DB + db_table = 't_machine_learning_model' + primary_key = CompositeKey('f_storage_key', 'f_slice_index') + + +class MysqlModelStorage(object): + def __init__(self, storage_address): + self.init_db(storage_address) + + def exists(self, storage_key: str): + try: + with DB.connection_context(): + counts = MachineLearningModel.select().where( + MachineLearningModel.f_storage_key == storage_key + ).count() + return counts > 0 + except PeeweeException as e: + # Table doesn't exist + if e.args and e.args[0] == 1146: + return False + + raise e + finally: + self.close_connection() + + def store(self, memory_io, storage_key, force_update=True): + memory_io.seek(0) + if not force_update and self.exists(storage_key): + raise FileExistsError(f'The model {storage_key} already exists in the database.') + + try: + DB.create_tables([MachineLearningModel]) + with DB.connection_context(): + MachineLearningModel.delete().where( + MachineLearningModel.f_storage_key == storage_key + ).execute() + + LOGGER.info(f'Starting store model {storage_key}.') + + slice_index = 0 + while True: + content = memory_io.read(SLICE_MAX_SIZE) + if not content: + break + model_in_table = MachineLearningModel() + model_in_table.f_storage_key = storage_key + model_in_table.f_content = base64.b64encode(content) + model_in_table.f_slice_index = slice_index + + rows = model_in_table.save(force_insert=True) + if not rows: + raise IndexError(f'Save slice index {slice_index} failed') + + LOGGER.info(f'Saved slice index {slice_index} of model {storage_key}.') + slice_index += 1 + except Exception as e: + LOGGER.exception(e) + raise Exception(f'Store model {storage_key} to mysql failed.') + else: + LOGGER.info(f'Store model {storage_key} to mysql successfully.') + finally: + self.close_connection() + + def read(self, storage_key): + _io = io.BytesIO() + if not self.exists(storage_key): + raise Exception(f'model {storage_key} not exist in the database.') + try: + with DB.connection_context(): + models_in_tables = MachineLearningModel.select().where( + MachineLearningModel.f_storage_key == storage_key + ).order_by(MachineLearningModel.f_slice_index) + + for model in models_in_tables: + _io.write(base64.b64decode(model.f_content)) + + except Exception as e: + LOGGER.exception(e) + raise Exception(f'read model {storage_key} from mysql failed.') + else: + LOGGER.debug(f'read model from mysql successfully.') + finally: + self.close_connection() + return _io + + @staticmethod + def init_db(storage_address): + _storage_address = deepcopy(storage_address) + database = _storage_address.pop('name') + _storage_address = decrypt_database_config(_storage_address, 'passwd') + DB.init(database, **_storage_address) + + @staticmethod + def close_connection(): + if DB: + try: + DB.close() + except Exception as e: + LOGGER.exception(e) diff --git a/python/fate_flow/manager/model/engine/_tencent_cos.py b/python/fate_flow/manager/model/engine/_tencent_cos.py new file mode 100644 index 000000000..b86cdc6da --- /dev/null +++ b/python/fate_flow/manager/model/engine/_tencent_cos.py @@ -0,0 +1,76 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import io + +from copy import deepcopy + +from fate_flow.db.base_models import LOGGER + + +class TencentCosStorage(object): + def __init__(self, storage_address): + self.Bucket = storage_address.get("Bucket") + self.client = self.init_client(storage_address) + + def exists(self, storage_key: str): + from qcloud_cos import CosServiceError + + try: + self.client.head_object( + Bucket=self.Bucket, + Key=storage_key, + ) + except CosServiceError as e: + if e.get_error_code() != 'NoSuchResource': + raise e + return False + else: + return True + + def store(self, memory_io, storage_key, force_update=True): + memory_io.seek(0) + if not force_update and self.exists(storage_key): + raise FileExistsError(f'The model {storage_key} already exists in the Cos.') + + try: + rt = self.client.put_object(Bucket=self.Bucket, Key=storage_key, Body=memory_io) + except Exception as e: + raise Exception(f"Store model {storage_key} to Tencent COS failed: {e}") + else: + LOGGER.info(f"Store model {storage_key} to Tencent COS successfully. " + f"ETag: {rt['ETag']}") + + def read(self, storage_key): + _io = io.BytesIO() + try: + rt = self.client.get_object( + Bucket=self.Bucket, + Key=storage_key + ) + _io.write(rt.get("Body").get_raw_stream().read()) + except Exception as e: + LOGGER.exception(e) + raise Exception(f"Read model {storage_key} from Tencent COS failed: {e}") + else: + LOGGER.info(f"Read model {storage_key} from Tencent COS successfully") + return _io + + @staticmethod + def init_client(storage_address): + from qcloud_cos import CosS3Client, CosConfig + store_address = deepcopy(storage_address) + store_address.pop('Bucket') + return CosS3Client(CosConfig(**store_address)) + diff --git a/python/fate_flow/manager/model/handel/__init__.py b/python/fate_flow/manager/model/handel/__init__.py new file mode 100644 index 000000000..0b0b60763 --- /dev/null +++ b/python/fate_flow/manager/model/handel/__init__.py @@ -0,0 +1,21 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from fate_flow.manager.model.handel._base import IOHandle +from fate_flow.manager.model.handel._file import FileHandle +from fate_flow.manager.model.handel._mysql import MysqlHandel +from fate_flow.manager.model.handel._tencent_cos import TencentCosHandel + + +__all__ = ["IOHandle", "FileHandle", "MysqlHandel", "TencentCosHandel"] diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/model/handel/_base.py new file mode 100644 index 000000000..9b999d35e --- /dev/null +++ b/python/fate_flow/manager/model/handel/_base.py @@ -0,0 +1,119 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import json +import os.path +import tarfile + +from ruamel import yaml +from werkzeug.datastructures import FileStorage + +from fate_flow.entity.code import ReturnCode +from fate_flow.entity.spec import MLModelSpec +from fate_flow.entity.types import ModelFileFormat +from fate_flow.manager.model.model_meta import ModelMeta +from fate_flow.operation.job_saver import JobSaver + + +class IOHandle(object): + @property + def name(self): + return self._name + + @staticmethod + def file_key(model_id, model_version, dir_name, file_name): + return os.path.join(model_id, model_version, dir_name, file_name) + + def download(self, model_id, model_version, dir_name, file_name): + storage_key = self.file_key(model_id, model_version, dir_name, file_name) + self._download(storage_key=storage_key) + + def upload(self, model_file: FileStorage, dir_name, file_name, model_id, model_version): + storage_key = self.file_key(model_id, model_version, dir_name, file_name) + model_meta = self._upload(model_file=model_file, storage_key=storage_key) + self.log_meta(model_meta, storage_key) + + def log_meta(self, model_meta: MLModelSpec, storage_key: str): + execution_id = model_meta.party.party_task_id + task = JobSaver.query_task_by_execution_id(execution_id=execution_id) + job = JobSaver.query_job(job_id=task.f_job_id, role=task.f_role, party_id=task.f_party_id)[0] + meta_info = { + "model_id": job.f_model_id, + "model_version": job.f_model_version, + "job_id": task.f_job_id, + "role": task.f_role, + "party_id": task.f_party_id, + "task_name": task.f_task_name, + "storage_engine": self.name, + "storage_key": storage_key + } + ModelMeta.save(**meta_info) + + def meta_info(self, model_meta: MLModelSpec): + execution_id = model_meta.party.party_task_id + task = JobSaver.query_task_by_execution_id(execution_id=execution_id) + job = JobSaver.query_job(job_id=task.f_job_id, role=task.f_role, party_id=task.f_party_id)[0] + _meta_info = { + "model_id": job.f_model_id, + "model_version": job.f_model_version, + "job_id": task.f_job_id, + "role": task.f_role, + "party_id": task.f_party_id, + "task_name": task.f_task_name, + "storage_engine": self.name + } + return _meta_info + + def read(self, job_id, role, party_id, task_name): + model_metas = ModelMeta.query(job_id=job_id, role=role, party_id=party_id, task_name=task_name, reverse=True) + if not model_metas: + raise ValueError(ReturnCode.Task.NO_FOUND_MODEL_OUTPUT, "No found output model") + return self._read(model_metas[0].f_storage_key) + + @property + def _name(self): + raise NotImplementedError() + + def _upload(self, **kwargs): + raise NotImplementedError() + + def _download(self, **kwargs): + raise NotImplementedError() + + def _read(self, storage_key): + raise NotImplementedError() + + @classmethod + def read_meta(cls, _tar: tarfile.TarFile) -> MLModelSpec: + for name in _tar.getnames(): + if name.endswith("yaml"): + fp = _tar.extractfile(name).read() + meta = yaml.safe_load(fp) + return MLModelSpec.parse_obj(meta) + + @classmethod + def read_model(cls, _tar: tarfile.TarFile): + model_cache = {} + model_meta = cls.read_meta(_tar) + for model in model_meta.party.models: + if model.file_format == ModelFileFormat.JSON: + fp = _tar.extractfile(model.name).read() + model_cache[model.name] = json.loads(fp) + return model_cache + + @staticmethod + def update_meta(): + pass + + diff --git a/python/fate_flow/manager/model/handel/_file.py b/python/fate_flow/manager/model/handel/_file.py new file mode 100644 index 000000000..50be183d9 --- /dev/null +++ b/python/fate_flow/manager/model/handel/_file.py @@ -0,0 +1,58 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import io +import os.path +import tarfile + +from flask import send_file +from werkzeug.datastructures import FileStorage + +from fate_flow.entity.spec import FileStorageSpec +from fate_flow.entity.types import ModelStorageEngine +from fate_flow.manager.model.handel import IOHandle +from fate_flow.runtime.system_settings import MODEL_STORE_PATH + + +class FileHandle(IOHandle): + def __init__(self, engine_address: FileStorageSpec): + self.path = engine_address.path if engine_address.path else MODEL_STORE_PATH + + @property + def _name(self): + return ModelStorageEngine.FILE + + def _upload(self, model_file: FileStorage, storage_key): + _path = self._generate_model_storage_path(storage_key) + os.makedirs(os.path.dirname(_path), exist_ok=True) + model_file.save(_path) + model_meta = self.read_meta(self._tar_io(_path)) + return model_meta + + def _download(self, storage_key): + _p = self._generate_model_storage_path(storage_key) + return send_file(_p, attachment_filename=os.path.basename(_p), as_attachment=True) + + def _read(self, storage_key): + _p = self._generate_model_storage_path(storage_key) + _tar_io = self._tar_io(_p) + return self.read_model(_tar_io) + + @staticmethod + def _tar_io(path): + with open(path, "rb") as f: + return tarfile.open(fileobj=io.BytesIO(f.read())) + + def _generate_model_storage_path(self, storage_key): + return os.path.join(self.path, storage_key) diff --git a/python/fate_flow/manager/model/handel/_mysql.py b/python/fate_flow/manager/model/handel/_mysql.py new file mode 100644 index 000000000..eee2698d6 --- /dev/null +++ b/python/fate_flow/manager/model/handel/_mysql.py @@ -0,0 +1,57 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import io +import tarfile + +from flask import send_file +from werkzeug.datastructures import FileStorage + +from fate_flow.entity.spec import MysqlStorageSpec +from fate_flow.entity.types import ModelStorageEngine +from fate_flow.manager.model.engine import MysqlModelStorage +from fate_flow.manager.model.handel import IOHandle + + +class MysqlHandel(IOHandle): + def __init__(self, engine_address: MysqlStorageSpec): + self.engine = MysqlModelStorage(engine_address.dict()) + + @property + def _name(self): + return ModelStorageEngine.MYSQL + + def _upload(self, model_file: FileStorage, storage_key): + memory = io.BytesIO() + model_file.save(memory) + model_meta = self.read_meta(self._tar_io(memory)) + self.engine.store(memory, storage_key) + return model_meta + + def _download(self, storage_key): + memory = self.engine.read(storage_key) + return send_file(memory, attachment_filename=storage_key, as_attachment=True) + + def _read(self, storage_key): + memory = self.engine.read(storage_key) + _tar_io = self._tar_io(memory) + return self.read_model(_tar_io) + + def save_as(self): + pass + + @staticmethod + def _tar_io(memory): + memory.seek(0) + return tarfile.open(fileobj=memory) diff --git a/python/fate_flow/manager/model/handel/_tencent_cos.py b/python/fate_flow/manager/model/handel/_tencent_cos.py new file mode 100644 index 000000000..db0282569 --- /dev/null +++ b/python/fate_flow/manager/model/handel/_tencent_cos.py @@ -0,0 +1,57 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import io +import tarfile + +from flask import send_file +from werkzeug.datastructures import FileStorage + +from fate_flow.entity.spec import TencentCosStorageSpec +from fate_flow.entity.types import ModelStorageEngine +from fate_flow.manager.model.engine import TencentCosStorage +from fate_flow.manager.model.handel import IOHandle + + +class TencentCosHandel(IOHandle): + def __init__(self, engine_address: TencentCosStorageSpec): + self.engine = TencentCosStorage(engine_address.dict()) + + @property + def _name(self): + return ModelStorageEngine.TENCENT_COS + + def _upload(self, model_file: FileStorage, storage_key): + memory = io.BytesIO() + model_file.save(memory) + model_meta = self.read_meta(self._tar_io(memory)) + self.engine.store(memory, storage_key) + return model_meta + + def _download(self, storage_key): + memory = self.engine.read(storage_key) + return send_file(memory, attachment_filename=storage_key, as_attachment=True) + + def _read(self, storage_key): + memory = self.engine.read(storage_key) + _tar_io = self._tar_io(memory) + return self.read_model(_tar_io) + + def save_as(self): + pass + + @staticmethod + def _tar_io(memory): + memory.seek(0) + return tarfile.open(fileobj=memory) diff --git a/python/fate_flow/manager/model/model_manager.py b/python/fate_flow/manager/model/model_manager.py new file mode 100644 index 000000000..6412d7092 --- /dev/null +++ b/python/fate_flow/manager/model/model_manager.py @@ -0,0 +1,44 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from werkzeug.datastructures import FileStorage + +from fate_flow.entity.spec import FileStorageSpec, MysqlStorageSpec, TencentCosStorageSpec +from fate_flow.entity.types import ModelStorageEngine +from fate_flow.manager.model.handel import FileHandle, MysqlHandel, TencentCosHandel +from fate_flow.runtime.system_settings import MODEL_STORE + + +class PipelinedModel(object): + engine = MODEL_STORE.get("engine") + if engine == ModelStorageEngine.FILE: + handle = FileHandle(engine_address=FileStorageSpec(**MODEL_STORE.get(engine))) + elif engine == ModelStorageEngine.MYSQL: + handle = MysqlHandel(engine_address=MysqlStorageSpec(**MODEL_STORE.get(engine))) + elif engine == ModelStorageEngine.TENCENT_COS: + handle = TencentCosHandel(engine_address=TencentCosStorageSpec(**MODEL_STORE.get(engine))) + else: + raise ValueError(f"Model storage engine {engine} is not supported.") + + @classmethod + def upload_model(cls, model_file: FileStorage, dir_name: str, file_name: str, model_id, model_version): + return cls.handle.upload(model_file, dir_name, file_name, model_id, model_version) + + @classmethod + def download_model(cls, model_id, model_version, dir_name, file_name): + return cls.handle.download(model_id, model_version, dir_name, file_name) + + @classmethod + def read_model(cls, job_id, role, party_id, task_name): + return cls.handle.read(job_id, role, party_id, task_name) diff --git a/python/fate_flow/manager/model/model_meta.py b/python/fate_flow/manager/model/model_meta.py new file mode 100644 index 000000000..3b8269eb9 --- /dev/null +++ b/python/fate_flow/manager/model/model_meta.py @@ -0,0 +1,26 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from fate_flow.db.base_models import BaseModelOperate +from fate_flow.db.db_models import PipelineModelMeta + + +class ModelMeta(BaseModelOperate): + @classmethod + def save(cls, **meta_info): + cls._create_entity(PipelineModelMeta, meta_info) + + @classmethod + def query(cls, job_id, role, party_id, task_name, **kwargs): + return cls._query(PipelineModelMeta, job_id=job_id, role=role, party_id=party_id, task_name=task_name, **kwargs) diff --git a/python/fate_flow/manager/model_manager.py b/python/fate_flow/manager/model_manager.py deleted file mode 100644 index e5414c05d..000000000 --- a/python/fate_flow/manager/model_manager.py +++ /dev/null @@ -1,163 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import json -import os.path -import tarfile -import traceback - -from flask import send_file -from ruamel import yaml -from werkzeug.datastructures import FileStorage - -from fate_flow.db.base_models import BaseModelOperate -from fate_flow.db.db_models import PipelineModelMeta -from fate_flow.entity.spec import MLModelSpec -from fate_flow.runtime.system_settings import ( - CACHE_MODEL_STORE_PATH, - SOURCE_MODEL_STORE_PATH, - stat_logger, -) - - -class PipelinedModel(object): - def __init__(self, job_id, role, party_id, model_id: str = None, model_version: int = None, store_engine="file"): - self.job_id = job_id - self.model_id = model_id - self.model_version = model_version - self.role = role - self.party_id = party_id - self.handle = self._set_handle(store_engine) - self.meta_manager = ModelMeta(model_id, model_version, job_id, role, party_id) - - @classmethod - def _set_handle(cls, handle_type): - if handle_type == "file": - return FileHandle() - - def save_output_model(self, task_name, model_name, component, model_file: FileStorage): - self.handle.write(self.model_id, self.model_version, self.role, self.party_id, task_name, model_name, model_file) - self.meta_manager.save(task_name=task_name, component=component, model_name=model_name) - - def read_output_model(self, task_name, model_name): - return self.handle.read(self.model_id, self.model_version, self.role, self.party_id, task_name, model_name) - - def read_model_data(self, task_name): - model_data = {} - message = "success" - try: - model_metas = self.meta_manager.query(task_name=task_name) - for model_meta in model_metas: - model_data[model_meta.f_model_name] = self.handle.read_cache( - model_meta.f_model_id, model_meta.f_model_version, model_meta.f_role, model_meta.f_party_id, - model_meta.f_task_name, model_meta.f_model_name - ) - except Exception as e: - traceback.print_exc() - stat_logger.exception(e) - message = str(e) - return model_data, message - - -class ModelMeta(BaseModelOperate): - def __init__(self, model_id, model_version, job_id, role, party_id): - self.model_id = model_id - self.model_version = model_version - self.job_id = job_id - self.role = role - self.party_id = party_id - - def save(self, task_name, component, model_name): - meta_info = { - "job_id": self.job_id, - "model_id": self.model_id, - "model_version": self.model_version, - "role": self.role, - "party_id": self.party_id, - "task_name": task_name, - "component": component, - "model_name": model_name - } - self._create_entity(PipelineModelMeta, meta_info) - - def query(self, **kwargs): - return self._query(PipelineModelMeta, job_id=self.job_id, role=self.role, party_id=self.party_id, **kwargs) - - -class IOHandle: - def read(self, model_id, model_version, role, party_id, task_name, model_name): - ... - - def write(self, model_id, model_version, role, party_id, task_name, model_name, model_data): - ... - - -class FileHandle(IOHandle): - def __init__(self): - self.model_parser = FileModelParser() - - def write(self, model_id, model_version, role, party_id, task_name, model_name, model_file: FileStorage): - source_path = generate_model_storage_path(model_id, model_version, role, party_id, task_name, model_name) - os.makedirs(os.path.dirname(source_path), exist_ok=True) - model_file.save(source_path) - self.write_cache(model_id, model_version, role, party_id, task_name, model_name, source_path) - - def read(self, model_id, model_version, role, party_id, task_name, model_name): - model_path = os.path.join(SOURCE_MODEL_STORE_PATH, model_id, model_version, role, party_id, task_name, model_name) - return send_file(model_path, attachment_filename=model_name, as_attachment=True) - - def write_cache(self, model_id, model_version, role, party_id, task_name, model_name, source_path): - return self.model_parser.write_cache(model_id, model_version, role, party_id, task_name, model_name, source_path) - - def read_cache(self, model_id, model_version, role, party_id, task_name, model_name): - return self.model_parser.read_cache(model_id, model_version, role, party_id, task_name, model_name) - - -class FileModelParser: - @staticmethod - def write_cache(model_id, model_version, role, party_id, task_name, model_name, source_path): - path = generate_model_storage_path(model_id, model_version, role, party_id, task_name, model_name, cache=True) - os.makedirs(path, exist_ok=True) - tar = tarfile.open(source_path, "r:") - tar.extractall(path=path) - tar.close() - - @staticmethod - def read_cache(model_id, model_version, role, party_id, task_name, model_name): - base_path = generate_model_storage_path(model_id, model_version, role, party_id, task_name, model_name, cache=True) - model_meta = FileModelParser.get_model_meta(base_path) - model_cache = {} - for model in model_meta.party.models: - if model.file_format == "json": - model_file_name = os.path.join(base_path, model.name) - if os.path.exists(model_file_name): - with open(model_file_name, "r") as f: - model_cache[model.name] = json.load(f) - return model_cache - - @staticmethod - def get_model_meta(path) -> MLModelSpec: - for _file in os.listdir(path): - if _file.endswith("yaml"): - with open(os.path.join(path, _file), "r") as fp: - meta = yaml.safe_load(fp) - return MLModelSpec.parse_obj(meta) - - -def generate_model_storage_path(model_id, model_version, role, party_id, task_name, model_name=None, cache=False): - if not cache: - path = os.path.join(SOURCE_MODEL_STORE_PATH, model_id, str(model_version), role, party_id, task_name, model_name) - else: - path = os.path.join(CACHE_MODEL_STORE_PATH, model_id, str(model_version), role, party_id, task_name, model_name) - return path diff --git a/python/fate_flow/manager/service/__init__.py b/python/fate_flow/manager/service/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/fate_flow/manager/app_manager.py b/python/fate_flow/manager/service/app_manager.py similarity index 100% rename from python/fate_flow/manager/app_manager.py rename to python/fate_flow/manager/service/app_manager.py diff --git a/python/fate_flow/manager/output_manager.py b/python/fate_flow/manager/service/output_manager.py similarity index 100% rename from python/fate_flow/manager/output_manager.py rename to python/fate_flow/manager/service/output_manager.py diff --git a/python/fate_flow/manager/provider_manager.py b/python/fate_flow/manager/service/provider_manager.py similarity index 100% rename from python/fate_flow/manager/provider_manager.py rename to python/fate_flow/manager/service/provider_manager.py diff --git a/python/fate_flow/manager/resource_manager.py b/python/fate_flow/manager/service/resource_manager.py similarity index 100% rename from python/fate_flow/manager/resource_manager.py rename to python/fate_flow/manager/service/resource_manager.py diff --git a/python/fate_flow/manager/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py similarity index 100% rename from python/fate_flow/manager/worker_manager.py rename to python/fate_flow/manager/service/worker_manager.py diff --git a/python/fate_flow/operation/job_saver.py b/python/fate_flow/operation/job_saver.py index fcddf5c70..7f13d2ece 100644 --- a/python/fate_flow/operation/job_saver.py +++ b/python/fate_flow/operation/job_saver.py @@ -17,6 +17,7 @@ from fate_flow.db.base_models import DB from fate_flow.db.db_models import Job, Task +from fate_flow.entity.code import ReturnCode from fate_flow.operation.base_saver import BaseSaver from fate_flow.db.schedule_models import ScheduleJob, ScheduleTask, ScheduleTaskStatus @@ -50,6 +51,13 @@ def update_job(cls, job_info): def query_task(cls, only_latest=True, reverse=None, order_by=None, **kwargs): return cls._query_task(Task, only_latest=only_latest, reverse=reverse, order_by=order_by, **kwargs) + @classmethod + def query_task_by_execution_id(cls, execution_id): + tasks = cls.query_task(execution_id=execution_id) + if not tasks: + raise ValueError(ReturnCode.Task.NOT_FOUND, "No Found Task") + return tasks[0] + @classmethod def update_task_status(cls, task_info): return cls._update_task_status(Task, task_info) diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index eef0b1c31..cc9400e76 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -77,8 +77,7 @@ access_logger = getLogger("fate_flow_access") database_logger = getLogger("fate_flow_database") -SOURCE_MODEL_STORE_PATH = os.path.join(get_fate_flow_directory(), "model", "source") -CACHE_MODEL_STORE_PATH = os.path.join(get_fate_flow_directory(), "model", "cache") +MODEL_STORE_PATH = os.path.join(get_fate_flow_directory(), "model") LOCAL_DATA_STORE_PATH = os.path.join(get_fate_flow_directory(), "data") BASE_URI = f"{PROTOCOL}://{HOST}:{HTTP_PORT}/{API_VERSION}" @@ -93,3 +92,5 @@ PARTY_ID = get_base_config("party_id", "") LOCAL_PARTY_ID = "0" + +MODEL_STORE = get_base_config("model_store") \ No newline at end of file diff --git a/python/fate_flow/utils/base_utils.py b/python/fate_flow/utils/base_utils.py index 3d4926207..33b65c4c0 100644 --- a/python/fate_flow/utils/base_utils.py +++ b/python/fate_flow/utils/base_utils.py @@ -13,9 +13,11 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import base64 import datetime import json import os +import pickle import random import socket import time From be785423d069fba755cee78db55e9b8fcef22552 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 15 Mar 2023 11:00:44 +0800 Subject: [PATCH 070/482] fix dsl parser bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/parser/default/_parser.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index a2dd95142..b3f16db26 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -170,7 +170,8 @@ def output_definitions(self): @property def task_runtime_conf(self): - return self.task_node.conf.get(self.role, {}).get(self.party_id, {}) + _rc = self.task_node.conf.get(self.role, {}).get(self.party_id, {}) + return _rc if _rc else {} @property def input_parameters(self): From 0ee44be42c9ad786566e906b43860d2806443e59 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 15 Mar 2023 11:01:02 +0800 Subject: [PATCH 071/482] fix hook bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hook/__init__.py | 4 ++-- python/fate_flow/utils/wraps_utils.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/python/fate_flow/hook/__init__.py b/python/fate_flow/hook/__init__.py index 774b338ec..b746c7659 100644 --- a/python/fate_flow/hook/__init__.py +++ b/python/fate_flow/hook/__init__.py @@ -2,7 +2,7 @@ from fate_flow.hook.common.parameters import SignatureParameters, AuthenticationParameters, PermissionCheckParameters, \ SignatureReturn, AuthenticationReturn, PermissionReturn -from fate_flow.runtime.system_settings import HOOK_MODULE, stat_logger +from fate_flow.runtime.system_settings import HOOK_MODULE, stat_logger, CLIENT_AUTHENTICATION, SITE_AUTHENTICATION from fate_flow.entity.code import ReturnCode @@ -14,7 +14,7 @@ class HookManager: @staticmethod def init(): - if HOOK_MODULE is not None: + if HOOK_MODULE is not None and (CLIENT_AUTHENTICATION or SITE_AUTHENTICATION): for modules in HOOK_MODULE.values(): for module in modules.split(";"): try: diff --git a/python/fate_flow/utils/wraps_utils.py b/python/fate_flow/utils/wraps_utils.py index df4555469..d3e4ab6e1 100644 --- a/python/fate_flow/utils/wraps_utils.py +++ b/python/fate_flow/utils/wraps_utils.py @@ -38,6 +38,6 @@ def _wrapper(*args, **kwargs): if switch: return func(*args, **kwargs) else: - raise Exception(code, message) + raise Exception(code, f"func {func.__name__}, {message}") return _wrapper return _inner From 9da775466481784ff7bff874b51d70e223e24e02 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 16 Mar 2023 10:30:43 +0800 Subject: [PATCH 072/482] fix model storage Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/model/handel/_base.py | 2 +- python/fate_flow/manager/model/handel/_mysql.py | 1 + python/fate_flow/manager/model/handel/_tencent_cos.py | 3 ++- 3 files changed, 4 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/model/handel/_base.py index 9b999d35e..28e226b97 100644 --- a/python/fate_flow/manager/model/handel/_base.py +++ b/python/fate_flow/manager/model/handel/_base.py @@ -37,7 +37,7 @@ def file_key(model_id, model_version, dir_name, file_name): def download(self, model_id, model_version, dir_name, file_name): storage_key = self.file_key(model_id, model_version, dir_name, file_name) - self._download(storage_key=storage_key) + return self._download(storage_key=storage_key) def upload(self, model_file: FileStorage, dir_name, file_name, model_id, model_version): storage_key = self.file_key(model_id, model_version, dir_name, file_name) diff --git a/python/fate_flow/manager/model/handel/_mysql.py b/python/fate_flow/manager/model/handel/_mysql.py index eee2698d6..f51caefe2 100644 --- a/python/fate_flow/manager/model/handel/_mysql.py +++ b/python/fate_flow/manager/model/handel/_mysql.py @@ -41,6 +41,7 @@ def _upload(self, model_file: FileStorage, storage_key): def _download(self, storage_key): memory = self.engine.read(storage_key) + memory.seek(0) return send_file(memory, attachment_filename=storage_key, as_attachment=True) def _read(self, storage_key): diff --git a/python/fate_flow/manager/model/handel/_tencent_cos.py b/python/fate_flow/manager/model/handel/_tencent_cos.py index db0282569..0289994f5 100644 --- a/python/fate_flow/manager/model/handel/_tencent_cos.py +++ b/python/fate_flow/manager/model/handel/_tencent_cos.py @@ -41,7 +41,8 @@ def _upload(self, model_file: FileStorage, storage_key): def _download(self, storage_key): memory = self.engine.read(storage_key) - return send_file(memory, attachment_filename=storage_key, as_attachment=True) + memory.seek(0) + return send_file(memory, as_attachment=True, download_name=storage_key) def _read(self, storage_key): memory = self.engine.read(storage_key) From 49486e3411c1e0e9fdf29809ca2d5bb10a5a53d3 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 16 Mar 2023 20:18:08 +0800 Subject: [PATCH 073/482] job priority Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/db/base_models.py | 38 ++++++++++++--------- python/fate_flow/db/schedule_models.py | 1 + python/fate_flow/entity/spec/_dag.py | 1 + python/fate_flow/scheduler/job_scheduler.py | 9 ++++- 4 files changed, 31 insertions(+), 18 deletions(-) diff --git a/python/fate_flow/db/base_models.py b/python/fate_flow/db/base_models.py index a4c225c2f..71a0f3d8c 100644 --- a/python/fate_flow/db/base_models.py +++ b/python/fate_flow/db/base_models.py @@ -147,6 +147,7 @@ def is_continuous_field(cls: typing.Type) -> bool: else: return False + class JsonSerializedField(SerializedField): def __init__(self, object_hook=from_dict_hook, object_pairs_hook=None, **kwargs): super(JsonSerializedField, self).__init__(serialized_type=SerializedType.JSON, object_hook=object_hook, @@ -293,13 +294,6 @@ def get_primary_keys_name(cls): def getter_by(cls, attr): return operator.attrgetter(attr)(cls) - # @classmethod - # def _delete(cls, **kwargs): - # _kwargs = {} - # for f_k, f_v in kwargs.items(): - # _kwargs["f_%s" % f_k] = f_v - # cls.delete(**_kwargs) - @classmethod def query(cls, reverse=None, order_by=None, **kwargs): filters = [] @@ -339,20 +333,30 @@ def query(cls, reverse=None, order_by=None, **kwargs): if filters: query_records = cls.select().where(*filters) if reverse is not None: - if not order_by or not hasattr(cls, f"f_{order_by}"): - order_by = "create_time" - if reverse is True: - query_records = query_records.order_by( - cls.getter_by(f"f_{order_by}").desc() - ) - elif reverse is False: - query_records = query_records.order_by( - cls.getter_by(f"f_{order_by}").asc() - ) + if isinstance(order_by, str) or not order_by: + if not order_by or not hasattr(cls, f"f_{order_by}"): + order_by = "create_time" + query_records = cls.desc(query_records=query_records, reverse=[reverse], order_by=[order_by]) + elif isinstance(order_by, list): + if not isinstance(reverse, list) or len(reverse) != len(order_by): + raise ValueError(f"reverse need is list and length={len(order_by)}") + query_records = cls.desc(query_records=query_records, reverse=reverse, order_by=order_by) + else: + raise ValueError(f"order_by type {type(order_by)} not support") return [query_record for query_record in query_records] else: return [] + @classmethod + def desc(cls, query_records, order_by: list, reverse: list): + _filters = list() + for _k, _ob in enumerate(order_by): + if reverse[_k] is True: + _filters.append(cls.getter_by(f"f_{_ob}").desc()) + else: + _filters.append(cls.getter_by(f"f_{_ob}").asc()) + return query_records.order_by(*tuple(_filters)) + @classmethod def insert(cls, __data=None, **insert): if isinstance(__data, dict) and __data: diff --git a/python/fate_flow/db/schedule_models.py b/python/fate_flow/db/schedule_models.py index 8973d565d..2070f240b 100644 --- a/python/fate_flow/db/schedule_models.py +++ b/python/fate_flow/db/schedule_models.py @@ -20,6 +20,7 @@ class ScheduleJob(DataBaseModel): f_job_id = CharField(max_length=25, index=True) + f_priority = IntegerField(default=0) f_tag = CharField(max_length=50, null=True, default='') f_dag = JSONField(null=True) f_parties = JSONField() diff --git a/python/fate_flow/entity/spec/_dag.py b/python/fate_flow/entity/spec/_dag.py index 0e15c91cf..c440a9476 100644 --- a/python/fate_flow/entity/spec/_dag.py +++ b/python/fate_flow/entity/spec/_dag.py @@ -193,6 +193,7 @@ class TaskConfSpec(BaseModel): class JobConfSpec(BaseModel): + priority: Optional[int] scheduler_party_id: Optional[str] initiator_party_id: Optional[str] inherit: Optional[Dict[str, Any]] diff --git a/python/fate_flow/scheduler/job_scheduler.py b/python/fate_flow/scheduler/job_scheduler.py index 5156f100a..313993d31 100644 --- a/python/fate_flow/scheduler/job_scheduler.py +++ b/python/fate_flow/scheduler/job_scheduler.py @@ -48,6 +48,8 @@ def submit(cls, dag_schema: DAGSchema): job.f_parties = [party.dict() for party in dag_schema.dag.parties] job.f_initiator_party_id = dag_schema.dag.conf.initiator_party_id job.f_scheduler_party_id = dag_schema.dag.conf.scheduler_party_id + if dag_schema.dag.conf.priority: + job.f_priority = dag_schema.dag.conf.priority cls.fill_default_job_parameters(job_id, dag_schema) job.f_dag = dag_schema.dict() submit_result["data"].update({ @@ -99,7 +101,12 @@ def fill_default_job_parameters(cls, job_id: str, dag_schema: DAGSchema): def run_do(self): # waiting schedule_logger().info("start schedule waiting jobs") - jobs = ScheduleJobSaver.query_job(status=JobStatus.WAITING, order_by="create_time", reverse=False) + # order by create_time and priority + jobs = ScheduleJobSaver.query_job( + status=JobStatus.WAITING, + order_by=["priority", "create_time"], + reverse=[True, False] + ) schedule_logger().info(f"have {len(jobs)} waiting jobs") if len(jobs): job = jobs[0] From fa7711366180cd4ab09c05a6cfad02f98008cc7d Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 22 Mar 2023 15:20:12 +0800 Subject: [PATCH 074/482] fateflow: inheritance Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/job_default_config.yaml | 4 +- conf/service_conf.yaml | 23 ++- python/fate_flow/controller/job_controller.py | 186 +++++++++++++++++- .../fate_flow/controller/task_controller.py | 19 +- python/fate_flow/db/db_models.py | 4 + python/fate_flow/db/schedule_models.py | 5 +- python/fate_flow/entity/code/_api.py | 1 + python/fate_flow/entity/spec/_dag.py | 9 +- python/fate_flow/entity/types/_engine.py | 4 +- .../fate_flow/hub/parser/default/_parser.py | 2 +- .../manager/service/output_manager.py | 50 +++-- python/fate_flow/operation/job_saver.py | 2 +- .../fate_flow/runtime/job_default_config.py | 2 +- python/fate_flow/scheduler/job_scheduler.py | 62 +++--- python/fate_flow/scheduler/task_scheduler.py | 9 +- python/fate_flow/utils/api_utils.py | 5 +- 16 files changed, 309 insertions(+), 78 deletions(-) diff --git a/conf/job_default_config.yaml b/conf/job_default_config.yaml index e28b2680b..541aad379 100644 --- a/conf/job_default_config.yaml +++ b/conf/job_default_config.yaml @@ -14,8 +14,8 @@ end_status_job_scheduling_time_limit: 300000 # ms end_status_job_scheduling_updates: 1 auto_retries: 3 auto_retry_delay: 1 #seconds -# It can also be specified in the job configuration using the federated_status_collect_type parameter -federated_status_collect_type: PUSH +# It can also be specified in the job configuration using the sync_type parameter +sync_type: callback # poll or callback detect_connect_max_retry_count: 3 detect_connect_long_retry_count: 2 diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index 71b61fd4b..b83f4ba41 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -1,7 +1,6 @@ force_use_sqlite: true party_id: "10000" fateflow: - # you must set real ip address, 127.0.0.1 and 0.0.0.0 is not supported host: 127.0.0.1 http_port: 9380 grpc_port: 9360 @@ -77,5 +76,23 @@ hook_module: site_authentication: fate_flow.hook.flow.site_authentication permission: fate_flow.hook.flow.permission authentication: - client: true - site: true + client: false + site: false +model_store: + engine: file + file: + # default fate_flow/runtime/system_settings: MODEL_STORE_PATH + path: + mysql: + name: fate_flow + user: fate + passwd: fate + host: 127.0.0.1 + port: 3306 + max_connections: 100 + stale_timeout: 30 + tencent_cos: + Region: + SecretId: + SecretKey: + Bucket: \ No newline at end of file diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 12b19af31..dea656177 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -13,15 +13,22 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import os +import shutil + from fate_flow.controller.task_controller import TaskController -from fate_flow.entity.spec import DAGSchema, JobConfSpec +from fate_flow.db import Job +from fate_flow.entity.spec import DAGSchema, JobConfSpec, InheritConfSpec from fate_flow.entity.types import EndStatus, JobStatus, TaskStatus from fate_flow.entity.code import ReturnCode +from fate_flow.manager.model.model_meta import ModelMeta +from fate_flow.manager.service.output_manager import OutputMetric, OutputDataTracking from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver from fate_flow.scheduler.federated_scheduler import FederatedScheduler from fate_flow.runtime.system_settings import PARTY_ID from fate_flow.utils.base_utils import current_timestamp +from fate_flow.utils.job_utils import get_job_log_directory from fate_flow.utils.log_utils import schedule_logger @@ -34,6 +41,7 @@ def request_create_job(cls, dag_schema: dict): dag_schema.dag.conf.initiator_party_id = PARTY_ID if not dag_schema.dag.conf.scheduler_party_id: dag_schema.dag.conf.scheduler_party_id = PARTY_ID + JobInheritance.check(dag_schema.dag.conf.inheritance) response = FederatedScheduler.request_create_job( party_id=dag_schema.dag.conf.scheduler_party_id, command_body={ @@ -82,6 +90,8 @@ def create_job(cls, dag_schema: dict, job_id: str, role: str, party_id: str): "model_id": dag_schema.dag.conf.model_id, "model_version": dag_schema.dag.conf.model_version } + if dag_schema.dag.conf.inheritance: + job_info.update({"inheritance": dag_schema.dag.conf.inheritance.dict()}) JobSaver.create_job(job_info=job_info) TaskController.create_tasks(job_id, role, party_id, dag_schema) @@ -98,9 +108,22 @@ def start_job(cls, job_id, role, party_id, extra_info=None): if extra_info: schedule_logger(job_id).info(f"extra info: {extra_info}") job_info.update(extra_info) - cls.update_job_status(job_info=job_info) - cls.update_job(job_info=job_info) - schedule_logger(job_id).info(f"start job on {role} {party_id} successfully") + try: + cls.inheritance_job(job_id, role, party_id) + except Exception as e: + schedule_logger(job_id).exception(e) + job_info.update({"status": JobStatus.FAILED}) + finally: + cls.update_job_status(job_info=job_info) + cls.update_job(job_info=job_info) + schedule_logger(job_id).info(f"start job on {role} {party_id} {job_info.get('status')}") + + @classmethod + def inheritance_job(cls, job_id, role, party_id): + job = JobSaver.query_job(job_id=job_id, role=role, party_id=party_id)[0] + if job.f_inheritance: + schedule_logger(job_id).info(f"start inherit job {job_id}, inheritance: {job.f_inheritance}") + JobInheritance.load(job) @classmethod def update_job_status(cls, job_info): @@ -165,3 +188,158 @@ def query_tasks(cls, **kwargs): if v is not None: query_filters[k] = v return JobSaver.query_task(**query_filters) + + +class JobInheritance: + @classmethod + def check(cls, inheritance: InheritConfSpec = None): + if not inheritance: + return + inheritance_jobs = JobSaver.query_job(job_id=inheritance.job_id) + inheritance_tasks = JobSaver.query_task(job_id=inheritance.job_id) + if not inheritance_jobs: + raise Exception(ReturnCode.Job.INHERITANCE_FAILED, f"no found job {inheritance.job_id}") + task_status = {} + for task in inheritance_tasks: + task_status[task.f_task_name] = task.f_status + + for task_name in inheritance.task_list: + if task_name not in task_status.keys(): + raise Exception(ReturnCode.Job.INHERITANCE_FAILED, f"job {inheritance.job_id} no found task {task_name}") + elif task_status[task_name] not in [TaskStatus.SUCCESS, TaskStatus.PASS]: + raise Exception(ReturnCode.Job.INHERITANCE_FAILED, + f"job {inheritance.job_id} task {task_name} status:{task_status[task_name]}") + # todo: parsing and judging whether job can be inherited + + @classmethod + def load(cls, job: Job): + # load inheritance: data、model、metric、logs + inheritance = InheritConfSpec(**job.f_inheritance) + source_task_list = JobSaver.query_task(job_id=inheritance.job_id, role=job.f_role, party_id=job.f_party_id) + task_list = JobSaver.query_task(job_id=job.f_job_id, role=job.f_role, party_id=job.f_party_id) + target_task_list = [task for task in task_list if task.f_task_name in inheritance.task_list] + cls.load_logs(job, inheritance) + cls.load_output_tracking(job.f_job_id, source_task_list, target_task_list) + cls.load_data_meta() + cls.load_model_meta(job.f_job_id, source_task_list, target_task_list) + cls.load_metric(job.f_job_id, source_task_list, target_task_list) + cls.load_status(job.f_job_id, source_task_list, target_task_list) + + @classmethod + def load_logs(cls, job: Job, inheritance: InheritConfSpec): + schedule_logger(job.f_job_id).info("start load job logs") + for task_name in inheritance.task_list: + source_path = os.path.join(get_job_log_directory(inheritance.job_id), job.f_role, job.f_party_id, task_name) + target_path = os.path.join(get_job_log_directory(job.f_job_id), job.f_role, job.f_party_id, task_name) + if os.path.exists(source_path): + if os.path.exists(target_path): + shutil.rmtree(target_path) + shutil.copytree(source_path, target_path) + schedule_logger(job.f_job_id).info("load job logs success") + + @classmethod + def load_output_tracking(cls, job_id, source_task_list, target_task_list): + def callback(target_task, source_task): + output_tracking = OutputDataTracking.query( + job_id=source_task.f_job_id, + role=source_task.f_role, + party_id=source_task.f_party_id, + task_name=source_task.f_task_name, + task_id=source_task.f_task_id, + task_version=source_task.f_task_version + ) + for t in output_tracking: + _t = t.to_human_model_dict() + _t.update({ + "job_id": target_task.f_job_id, + "task_id": target_task.f_task_id, + "task_version": target_task.f_task_version, + "role": target_task.f_role, + "party_id": target_task.f_party_id + }) + OutputDataTracking.create(_t) + schedule_logger(job_id).info("start load output tracking") + cls.load_do(source_task_list, target_task_list, callback) + schedule_logger(job_id).info("load output tracking success") + + @classmethod + def load_data_meta(cls): + # todo: + pass + + @classmethod + def load_model_meta(cls, job_id, source_task_list, target_task_list): + def callback(target_task, source_task): + _model_metas = ModelMeta.query( + job_id=source_task.f_job_id, + role=source_task.f_role, + party_id=source_task.f_party_id, + task_name=source_task.f_task_name + ) + for _meta in _model_metas: + _md = _meta.to_human_model_dict() + _md.update({ + "job_id": target_task.f_job_id, + "task_id": target_task.f_task_id, + "task_version": target_task.f_task_version, + "role": target_task.f_role, + "party_id": target_task.f_party_id + }) + ModelMeta.save(**_md) + schedule_logger(job_id).info("start load model meta") + cls.load_do(source_task_list, target_task_list, callback) + schedule_logger(job_id).info("load model meta success") + + @classmethod + def load_metric(cls, job_id, source_task_list, target_task_list): + def callback(target_task, source_task): + OutputMetric( + job_id=source_task.f_job_id, + role=source_task.f_role, + party_id=source_task.f_party_id, + task_name=source_task.f_task_name, + task_id=source_task.f_task_id, + task_version=source_task.f_task_version + ).save_as( + job_id=target_task.f_task_id, + role=target_task.f_role, + party_id=target_task.f_party_id, + task_name=target_task.f_task_name, + task_id=target_task.f_task_id, + task_version=target_task.f_task_version + ) + schedule_logger(job_id).info("start load metric") + cls.load_do(source_task_list, target_task_list, callback) + schedule_logger(job_id).info("load metric success") + + @classmethod + def load_status(cls, job_id, source_task_list, target_task_list): + def callback(target_task, source_task): + task_info = { + "job_id": target_task.f_job_id, + "task_id": target_task.f_task_id, + "task_version": target_task.f_task_version, + "role": target_task.f_role, + "party_id": target_task.f_party_id + } + update_info = {} + update_list = ["cmd", "elapsed", "end_date", "end_time", "engine_conf", "party_status", "run_ip", + "run_pid", "start_date", "start_time", "status", "worker_id"] + for k in update_list: + update_info[k] = getattr(source_task, f"f_{k}") + task_info.update(update_info) + schedule_logger(task_info["job_id"]).info( + "try to update task {} {}".format(task_info["task_id"], task_info["task_version"])) + schedule_logger(task_info["job_id"]).info("update info: {}".format(update_info)) + JobSaver.update_task(task_info) + TaskController.update_task_status(task_info) + schedule_logger(job_id).info("start load status") + cls.load_do(source_task_list, target_task_list, callback) + schedule_logger(job_id).info("load status success") + + @staticmethod + def load_do(source_task_list, target_task_list, callback): + for source_task in source_task_list: + for target_task in target_task_list: + if target_task.f_task_name == source_task.f_task_name: + callback(target_task, source_task) diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index 77ca07486..a374e792e 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -24,7 +24,7 @@ from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.manager.service.worker_manager import WorkerManager from fate_flow.scheduler.federated_scheduler import FederatedScheduler -from fate_flow.entity.types import EndStatus, TaskStatus +from fate_flow.entity.types import EndStatus, TaskStatus, FederatedCommunicationType from fate_flow.entity.code import FederatedSchedulingStatusCode from fate_flow.operation.job_saver import JobSaver, ScheduleJobSaver from fate_flow.utils import job_utils @@ -91,6 +91,7 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task.f_component_parameters = task_parameters task.f_execution_id = execution_id task.f_provider_name = provider_name + task.f_sync_type = dag_schema.dag.conf.sync_type JobSaver.create_task(task.to_human_model_dict()) @staticmethod @@ -118,7 +119,7 @@ def create_scheduler_tasks_status(cls, job_id, dag_schema, task_version=0, auto_ "task_version": task_version, "status": TaskStatus.WAITING, "auto_retries": dag_schema.dag.conf.auto_retries if auto_retries is None else auto_retries, - "federated_status_collect_type": dag_schema.dag.conf.federated_status_collect_type + "sync_type": dag_schema.dag.conf.sync_type } ScheduleJobSaver.create_task_scheduler_status(task_info) schedule_logger(job_id).info("create schedule task status success") @@ -254,12 +255,13 @@ def update_task(cls, task_info): return update_status @classmethod - def update_task_status(cls, task_info, scheduler_party_id=None): - if not scheduler_party_id: - scheduler_party_id = JobSaver.query_task( + def update_task_status(cls, task_info, scheduler_party_id=None, sync_type=None): + if not scheduler_party_id or not sync_type: + task = JobSaver.query_task( task_id=task_info.get("task_id"), task_version=task_info.get("task_version") - )[0].f_scheduler_party_id + )[0] + scheduler_party_id, sync_type = task.f_scheduler_party_id, task.f_sync_type update_status = JobSaver.update_task_status(task_info=task_info) if update_status and EndStatus.contains(task_info.get("party_status")): ResourceManager.return_task_resource(**task_info) @@ -277,7 +279,8 @@ def update_task_status(cls, task_info, scheduler_party_id=None): "task_version": task_info.get("task_version"), "status": task_info.get("party_status") } - cls.report_task_to_scheduler(task_info=report_task_info, scheduler_party_id=scheduler_party_id) + if sync_type == FederatedCommunicationType.CALLBACK: + cls.report_task_to_scheduler(task_info=report_task_info, scheduler_party_id=scheduler_party_id) return update_status @classmethod @@ -305,7 +308,7 @@ def stop_task(cls, task: Task, stop_status): "party_status": stop_status, "kill_status": True } - cls.update_task_status(task_info=task_info, scheduler_party_id=task.f_scheduler_party_id) + cls.update_task_status(task_info=task_info, scheduler_party_id=task.f_scheduler_party_id, sync_type=task.f_sync_type) cls.update_task(task_info=task_info) return kill_status diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index 684b7ba3a..2f67c3b6a 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -32,6 +32,9 @@ class Job(DataBaseModel): f_scheduler_party_id = CharField(max_length=50) f_status = CharField(max_length=50) f_status_code = IntegerField(null=True) + + f_inheritance = JSONField(null=True) + # this party configuration f_role = CharField(max_length=50, index=True) f_party_id = CharField(max_length=50, index=True) @@ -86,6 +89,7 @@ class Task(DataBaseModel): f_engine_conf = JSONField(null=True) f_kill_status = BooleanField(default=False) f_error_report = TextField(default="") + f_sync_type = CharField(max_length=20) f_start_time = BigIntegerField(null=True) f_start_date = DateTimeField(null=True) diff --git a/python/fate_flow/db/schedule_models.py b/python/fate_flow/db/schedule_models.py index 2070f240b..8ef623055 100644 --- a/python/fate_flow/db/schedule_models.py +++ b/python/fate_flow/db/schedule_models.py @@ -37,9 +37,6 @@ class ScheduleJob(DataBaseModel): f_rerun_signal = BooleanField(default=False) f_end_scheduling_updates = IntegerField(null=True, default=0) - f_inheritance_info = JSONField(null=True) - f_inheritance_status = CharField(max_length=50, null=True) - f_start_time = BigIntegerField(null=True) f_start_date = DateTimeField(null=True) f_end_time = BigIntegerField(null=True) @@ -81,7 +78,7 @@ class ScheduleTaskStatus(DataBaseModel): f_task_version = BigIntegerField() f_status = CharField(max_length=50) f_auto_retries = IntegerField(default=0) - f_federated_status_collect_type = CharField(max_length=10) + f_sync_type = CharField(max_length=10) class Meta: db_table = "t_schedule_task_status" diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index 588d73199..464630538 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -25,6 +25,7 @@ class Job: UPDATE_FAILED = 1003 KILL_FAILED = 1004 APPLY_RESOURCE_FAILED = 1005 + INHERITANCE_FAILED = 1006 class Task: NOT_FOUND = 2000 diff --git a/python/fate_flow/entity/spec/_dag.py b/python/fate_flow/entity/spec/_dag.py index c440a9476..29fc75735 100644 --- a/python/fate_flow/entity/spec/_dag.py +++ b/python/fate_flow/entity/spec/_dag.py @@ -192,14 +192,19 @@ class TaskConfSpec(BaseModel): provider: Optional[str] +class InheritConfSpec(BaseModel): + job_id: str + task_list: List[str] + + class JobConfSpec(BaseModel): priority: Optional[int] scheduler_party_id: Optional[str] initiator_party_id: Optional[str] - inherit: Optional[Dict[str, Any]] + inheritance: Optional[InheritConfSpec] task_parallelism: Optional[int] task_cores: Optional[int] - federated_status_collect_type: Optional[str] + sync_type: Optional[Union[Literal["poll", "callback"]]] auto_retries: Optional[int] model_id: Optional[str] model_version: Optional[Union[str, int]] diff --git a/python/fate_flow/entity/types/_engine.py b/python/fate_flow/entity/types/_engine.py index 86e3bc483..27153797a 100644 --- a/python/fate_flow/entity/types/_engine.py +++ b/python/fate_flow/entity/types/_engine.py @@ -53,5 +53,5 @@ class CoordinationProxyService(object): class FederatedCommunicationType(object): - PUSH = "PUSH" - PULL = "PULL" + POLL = "poll" + CALLBACK = "callback" diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index b3f16db26..01a261e0a 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -563,7 +563,7 @@ def job_schedule_info(self) -> SchedulerInfoSpec: parties=[party.dict() for party in self.dag_schema.dag.parties], initiator_party_id=self.dag_schema.dag.conf.initiator_party_id, scheduler_party_id=self.dag_schema.dag.conf.scheduler_party_id, - federated_status_collect_type=self.dag_schema.dag.conf.federated_status_collect_type, + federated_status_collect_type=self.dag_schema.dag.conf.sync_type, model_id=self.dag_schema.dag.conf.model_id, model_version=self.dag_schema.dag.conf.model_version ) diff --git a/python/fate_flow/manager/service/output_manager.py b/python/fate_flow/manager/service/output_manager.py index ab17378db..01c0331f8 100644 --- a/python/fate_flow/manager/service/output_manager.py +++ b/python/fate_flow/manager/service/output_manager.py @@ -54,21 +54,32 @@ def __init__(self, job_id: str, role: str, party_id: str, task_name: str, task_i self.task_version = task_version def save_output_metrics(self, data, incomplete): - return self._insert_metrics_into_db(MetricData(**data), incomplete) + return self._insert_metrics_into_db( + self.job_id, self.role, self.party_id, self.task_id, self.task_version, self.task_name, MetricData(**data), + incomplete + ) + + def save_as(self, job_id, role, party_id, task_name, task_id, task_version): + metrics = self.read_metrics() + for metric in metrics: + self._insert_metrics_into_db( + job_id, role, party_id, task_id, task_version, task_name, MetricData(**metric), + incomplete=metric.get("incomplete") + ) @DB.connection_context() - def _insert_metrics_into_db(self, data: MetricData, incomplete: bool): + def _insert_metrics_into_db(self, job_id, role, party_id, task_id, task_version, task_name, data: MetricData, incomplete: bool): try: - model_class = self.get_model_class() + model_class = self.get_model_class(job_id) if not model_class.table_exists(): model_class.create_table() tracking_metric = model_class() - tracking_metric.f_job_id = self.job_id - tracking_metric.f_task_id = self.task_id - tracking_metric.f_task_version = self.task_version - tracking_metric.f_role = self.role - tracking_metric.f_party_id = self.party_id - tracking_metric.f_task_name = self.task_name + tracking_metric.f_job_id = job_id + tracking_metric.f_task_id = task_id + tracking_metric.f_task_version = task_version + tracking_metric.f_role = role + tracking_metric.f_party_id = party_id + tracking_metric.f_task_name = task_name tracking_metric.f_namespace = data.namespace tracking_metric.f_name = data.name @@ -79,7 +90,7 @@ def _insert_metrics_into_db(self, data: MetricData, incomplete: bool): tracking_metric.f_incomplete = incomplete tracking_metric.save() except Exception as e: - schedule_logger(self.job_id).exception( + schedule_logger(job_id).exception( "An exception where inserted metric {} of metric namespace: {} to database:\n{}".format( data.name, data.namespace, @@ -91,7 +102,7 @@ def read_metrics(self, filters_args: dict = None): try: if not filters_args: filters_args = {} - tracking_metric_model = self.get_model_class() + tracking_metric_model = self.get_model_class(self.job_id) key_list = ["namespace", "name", "type", "groups", "incomplete"] filters = [ tracking_metric_model.f_job_id == self.job_id, @@ -105,7 +116,13 @@ def read_metrics(self, filters_args: dict = None): if v is not None: filters.append(operator.attrgetter(f"f_{k}")(tracking_metric_model) == v) metrics = tracking_metric_model.select( - tracking_metric_model.f_data, tracking_metric_model.f_metadata + tracking_metric_model.f_namespace, + tracking_metric_model.f_name, + tracking_metric_model.f_type, + tracking_metric_model.f_groups, + tracking_metric_model.f_data, + tracking_metric_model.f_metadata, + tracking_metric_model.f_incomplete ).where(*filters) return [metric.to_human_model_dict() for metric in metrics] except Exception as e: @@ -115,7 +132,7 @@ def read_metrics(self, filters_args: dict = None): @DB.connection_context() def query_metric_keys(self): try: - tracking_metric_model = self.get_model_class() + tracking_metric_model = self.get_model_class(self.job_id) metrics = tracking_metric_model.select( tracking_metric_model.f_namespace, tracking_metric_model.f_name, @@ -136,7 +153,7 @@ def query_metric_keys(self): @DB.connection_context() def clean_metrics(self): - tracking_metric_model = self.get_model_class() + tracking_metric_model = self.get_model_class(self.job_id) operate = tracking_metric_model.delete().where( tracking_metric_model.f_task_id == self.task_id, tracking_metric_model.f_task_version == self.task_version, @@ -145,5 +162,6 @@ def clean_metrics(self): ) return operate.execute() > 0 - def get_model_class(self): - return db_utils.get_dynamic_db_model(Metric, self.job_id) + @staticmethod + def get_model_class(job_id): + return db_utils.get_dynamic_db_model(Metric, job_id) diff --git a/python/fate_flow/operation/job_saver.py b/python/fate_flow/operation/job_saver.py index 7f13d2ece..0e3f7e11e 100644 --- a/python/fate_flow/operation/job_saver.py +++ b/python/fate_flow/operation/job_saver.py @@ -112,7 +112,7 @@ def update_task_status(cls, task_info, scheduler_status=False): task_obj = ScheduleTask if scheduler_status: task_obj = ScheduleTaskStatus - cls._update_task_status(task_obj, task_info) + return cls._update_task_status(task_obj, task_info) @classmethod def update_task(cls, task_info, report=False): diff --git a/python/fate_flow/runtime/job_default_config.py b/python/fate_flow/runtime/job_default_config.py index 232df007b..5aacc1cd5 100644 --- a/python/fate_flow/runtime/job_default_config.py +++ b/python/fate_flow/runtime/job_default_config.py @@ -38,7 +38,7 @@ class JobDefaultConfig(ReloadConfigBase): end_status_job_scheduling_updates = None auto_retries = None auto_retry_delay = None - federated_status_collect_type = None + sync_type = None detect_connect_max_retry_count = None detect_connect_long_retry_count = None diff --git a/python/fate_flow/scheduler/job_scheduler.py b/python/fate_flow/scheduler/job_scheduler.py index 313993d31..804cdefc5 100644 --- a/python/fate_flow/scheduler/job_scheduler.py +++ b/python/fate_flow/scheduler/job_scheduler.py @@ -91,8 +91,8 @@ def submit(cls, dag_schema: DAGSchema): @classmethod def fill_default_job_parameters(cls, job_id: str, dag_schema: DAGSchema): - if not dag_schema.dag.conf.federated_status_collect_type: - dag_schema.dag.conf.federated_status_collect_type = JobDefaultConfig.federated_status_collect_type + if not dag_schema.dag.conf.sync_type: + dag_schema.dag.conf.sync_type = JobDefaultConfig.sync_type if not dag_schema.dag.conf.model_id or not dag_schema.dag.conf.model_id: dag_schema.dag.conf.model_id, dag_schema.dag.conf.model_version = job_utils.generate_model_info(job_id) if not dag_schema.dag.conf.auto_retries: @@ -188,33 +188,35 @@ def apply_job_resource(cls, job): if apply_status_code == FederatedSchedulingStatusCode.SUCCESS: return True else: - # rollback resource - rollback_party = [] - failed_party = [] - for dest_role in federated_response.keys(): - for dest_party_id in federated_response[dest_role].keys(): - retcode = federated_response[dest_role][dest_party_id]["code"] - if retcode == ReturnCode.Base.SUCCESS: - rollback_party.append({"role": dest_role, "party_id": [dest_party_id]}) - else: - failed_party.append({"role": dest_role, "party_id": [dest_party_id]}) - schedule_logger(job.f_job_id).info("job apply resource failed on {}, rollback {}".format(failed_party, - rollback_party)) - if rollback_party: - return_status_code, federated_response = FederatedScheduler.resource_for_job( - job_id=job.f_job_id, - roles=rollback_party, - operation_type=ResourceOperation.RETURN.value - ) - if return_status_code != FederatedSchedulingStatusCode.SUCCESS: - schedule_logger(job.f_job_id).info(f"job return resource failed:\n{federated_response}") - else: - schedule_logger(job.f_job_id).info("job no party should be rollback resource") - return False + cls.rollback_job_resource(job, federated_response) + return False + + @classmethod + def rollback_job_resource(cls, job, federated_response): + rollback_party = [] + failed_party = [] + for dest_role in federated_response.keys(): + for dest_party_id in federated_response[dest_role].keys(): + retcode = federated_response[dest_role][dest_party_id]["code"] + if retcode == ReturnCode.Base.SUCCESS: + rollback_party.append({"role": dest_role, "party_id": [dest_party_id]}) + else: + failed_party.append({"role": dest_role, "party_id": [dest_party_id]}) + schedule_logger(job.f_job_id).info("job apply resource failed on {}, rollback {}".format(failed_party, + rollback_party)) + if rollback_party: + return_status_code, federated_response = FederatedScheduler.resource_for_job( + job_id=job.f_job_id, + roles=rollback_party, + operation_type=ResourceOperation.RETURN.value + ) + if return_status_code != FederatedSchedulingStatusCode.SUCCESS: + schedule_logger(job.f_job_id).info(f"job return resource failed:\n{federated_response}") + else: + schedule_logger(job.f_job_id).info("job no party should be rollback resource") @classmethod def schedule_waiting_jobs(cls, job: ScheduleJob): - job_id = job.f_job_id if job.f_cancel_signal: FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, job_info={"job_id": job.f_job_id, "status": JobStatus.CANCELED}) @@ -228,9 +230,11 @@ def schedule_waiting_jobs(cls, job: ScheduleJob): def schedule_running_job(self, job: ScheduleJob, force_sync_status=False): schedule_logger(job.f_job_id).info("scheduling running job") job_parser = FlowHub.load_job_parser(DAGSchema(**job.f_dag)) - task_scheduling_status_code, auto_rerun_tasks, tasks = TaskScheduler.schedule(job=job, job_parser=job_parser, - canceled=job.f_cancel_signal, - dag_schema=DAGSchema(**job.f_dag)) + task_scheduling_status_code, auto_rerun_tasks, tasks = TaskScheduler.schedule( + job=job, job_parser=job_parser, + canceled=job.f_cancel_signal, + dag_schema=DAGSchema(**job.f_dag) + ) tasks_status = dict([(task.f_task_name, task.f_status) for task in tasks]) schedule_logger(job_id=job.f_job_id).info(f"task_scheduling_status_code: {task_scheduling_status_code}, " f"tasks_status: {tasks_status.values()}") diff --git a/python/fate_flow/scheduler/task_scheduler.py b/python/fate_flow/scheduler/task_scheduler.py index 9e32bd9a6..1e7de8bea 100644 --- a/python/fate_flow/scheduler/task_scheduler.py +++ b/python/fate_flow/scheduler/task_scheduler.py @@ -31,7 +31,7 @@ def schedule(cls, job, job_parser, dag_schema: DAGSchema, canceled=False): auto_rerun_tasks = [] job_interrupt = False for task in tasks_group.values(): - if dag_schema.dag.conf.federated_status_collect_type == FederatedCommunicationType.PULL: + if task.f_sync_type == FederatedCommunicationType.POLL: cls.collect_task_of_all_party(job=job, task=task) else: pass @@ -146,15 +146,16 @@ def apply_task_resource(cls, task, job): @classmethod def collect_task_of_all_party(cls, job, task, set_status=None): tasks_on_all_party = ScheduleJobSaver.query_task(task_id=task.f_task_id, task_version=task.f_task_version) - tasks_status_on_all = set([task.f_status for task in tasks_on_all_party]) - if not len(tasks_status_on_all) > 1 and TaskStatus.RUNNING not in tasks_status_on_all: - return + # tasks_status_on_all = set([task.f_status for task in tasks_on_all_party]) + # if not len(tasks_status_on_all) > 1 and TaskStatus.RUNNING not in tasks_status_on_all: + # return status, federated_response = FederatedScheduler.collect_task(task_id=task.f_task_id) if status != FederatedSchedulingStatusCode.SUCCESS: schedule_logger(job.f_job_id).warning(f"collect task {task.f_task_id} {task.f_task_version} failed") for _role in federated_response.keys(): for _party_id, party_response in federated_response[_role].items(): if party_response["code"] == ReturnCode.Base.SUCCESS: + schedule_logger(job.f_job_id).info(f"collect party id {_party_id} task info: {party_response['data']}") ScheduleJobSaver.update_task_status(task_info=party_response["data"]) elif set_status: tmp_task_info = { diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index 63e0cb134..ffd81add2 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -62,7 +62,10 @@ def json(code=ReturnCode.Base.SUCCESS, message='success', data=None, job_id=None def server_error_response(e): stat_logger.exception(e) if len(e.args) > 1: - return API.Output.json(code=e.args[0], message=e.args[1]) + if isinstance(e.args[0], int): + return API.Output.json(code=e.args[0], message=e.args[1]) + else: + return API.Output.json(code=ReturnCode.Server.EXCEPTION, message=repr(e)) return API.Output.json(code=ReturnCode.Server.EXCEPTION, message=repr(e)) @staticmethod From cad2ef63b21dcd560abb21994f3e95277e4535c7 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 21 Apr 2023 13:44:38 +0800 Subject: [PATCH 075/482] fateflow: data upload and download component Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/job_default_config.yaml | 2 +- python/fate_flow/apps/client/data_app.py | 1 - python/fate_flow/apps/client/table_app.py | 58 ++++++ .../fate_flow/apps/scheduler/scheduler_app.py | 7 +- .../components/components/__init__.py | 3 +- .../components/components/download.py | 39 ++++ .../fate_flow/components/components/upload.py | 38 ++-- .../components/entrypoint/component.py | 5 +- python/fate_flow/entity/code/_api.py | 3 + python/fate_flow/entity/spec/_dag.py | 1 + python/fate_flow/entity/spec/_flow_task.py | 2 +- .../fate_flow/hub/parser/default/_parser.py | 1 + .../fate_flow/manager/components/__init__.py | 0 .../fate_flow/manager/components/download.py | 59 ++++++ .../components/upload.py} | 169 +++++++++--------- python/fate_flow/manager/data/data_manager.py | 19 +- 16 files changed, 292 insertions(+), 115 deletions(-) create mode 100644 python/fate_flow/apps/client/table_app.py create mode 100644 python/fate_flow/components/components/download.py create mode 100644 python/fate_flow/manager/components/__init__.py create mode 100644 python/fate_flow/manager/components/download.py rename python/fate_flow/{utils/data_upload.py => manager/components/upload.py} (66%) diff --git a/conf/job_default_config.yaml b/conf/job_default_config.yaml index 541aad379..95e20455b 100644 --- a/conf/job_default_config.yaml +++ b/conf/job_default_config.yaml @@ -12,7 +12,7 @@ remote_request_timeout: 30000 # ms federated_command_trys: 3 end_status_job_scheduling_time_limit: 300000 # ms end_status_job_scheduling_updates: 1 -auto_retries: 3 +auto_retries: 1 auto_retry_delay: 1 #seconds # It can also be specified in the job configuration using the sync_type parameter sync_type: callback # poll or callback diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 79835ff34..e364dd983 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -18,7 +18,6 @@ from fate_flow.engine import storage from fate_flow.manager.data.data_manager import DataManager from fate_flow.utils.api_utils import API -from fate_flow.utils.data_upload import Upload, UploadParam page_name = "data" diff --git a/python/fate_flow/apps/client/table_app.py b/python/fate_flow/apps/client/table_app.py new file mode 100644 index 000000000..079e65d05 --- /dev/null +++ b/python/fate_flow/apps/client/table_app.py @@ -0,0 +1,58 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from webargs import fields + +from fate_flow.engine import storage +from fate_flow.engine.storage import Session +from fate_flow.entity.code import ReturnCode +from fate_flow.utils.api_utils import API + +page_name = "table" + + +@manager.route('/query', methods=['GET']) +@API.Input.params(namespace=fields.String(required=True)) +@API.Input.params(name=fields.String(required=True)) +@API.Input.params(display=fields.Bool(required=False)) +def query_table(namespace, name, display=False): + data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) + if data_table_meta: + data = { + "namespace": namespace, + "name": name, + "count": data_table_meta.count, + "schema": data_table_meta.get_schema() + } + if display: + data.update({"display": data_table_meta.part_of_data}) + return API.Output.json(data=data) + else: + return API.Output.json(code=ReturnCode.Table.NO_FOUND, message="no found table") + + +@manager.route('/delete', methods=['POST']) +@API.Input.json(namespace=fields.String(required=True)) +@API.Input.json(name=fields.String(required=True)) +def delete_table(namespace, name): + with Session() as sess: + import time + time.sleep(10) + table = sess.get_table(name=name, namespace=namespace) + if table: + table.destroy() + return API.Output.json() + else: + return API.Output.json(code=ReturnCode.Table.NO_FOUND, message="no found table") diff --git a/python/fate_flow/apps/scheduler/scheduler_app.py b/python/fate_flow/apps/scheduler/scheduler_app.py index 74bda719c..ab07b4296 100644 --- a/python/fate_flow/apps/scheduler/scheduler_app.py +++ b/python/fate_flow/apps/scheduler/scheduler_app.py @@ -14,6 +14,7 @@ # limitations under the License. from webargs import fields +from fate_flow.entity.code import ReturnCode from fate_flow.entity.spec import DAGSchema from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.scheduler.job_scheduler import DAGScheduler @@ -37,7 +38,7 @@ def create_job(dag_schema): @API.Input.json(task_version=fields.Integer(required=True)) @API.Input.json(status=fields.String(required=False)) def report_task(job_id, role, party_id, task_id, task_version, status=None): - ScheduleJobSaver.update_task_status(task_info={ + status = ScheduleJobSaver.update_task_status(task_info={ "job_id": job_id, "role": role, "party_id": party_id, @@ -45,7 +46,9 @@ def report_task(job_id, role, party_id, task_id, task_version, status=None): "task_version": task_version, "status": status }) - return API.Output.json(code=0, message='success') + if status: + return API.Output.json() + return API.Output.json(code=ReturnCode.Task.UPDATE_STATUS_FAILED, message="update job status does not take effect") @manager.route('/job/stop', methods=['POST']) diff --git a/python/fate_flow/components/components/__init__.py b/python/fate_flow/components/components/__init__.py index 68c4d135f..64524f308 100644 --- a/python/fate_flow/components/components/__init__.py +++ b/python/fate_flow/components/components/__init__.py @@ -13,5 +13,6 @@ # See the License for the specific language governing permissions and # limitations under the License. from .upload import upload +from .download import download -BUILDIN_COMPONENTS = [upload] +BUILDIN_COMPONENTS = [upload, download] diff --git a/python/fate_flow/components/components/download.py b/python/fate_flow/components/components/download.py new file mode 100644 index 000000000..8350a00e4 --- /dev/null +++ b/python/fate_flow/components/components/download.py @@ -0,0 +1,39 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from fate_flow.components import LOCAL, Output, DatasetArtifact, cpn +from fate_flow.manager.components.download import Download, DownloadParam + + +@cpn.component(roles=[LOCAL]) +@cpn.parameter("dir_name", type=str, default=None, optional=False) +@cpn.parameter("namespace", type=str, default=None, optional=False) +@cpn.parameter("name", type=str, default=None, optional=False) +@cpn.artifact("output_data", type=Output[DatasetArtifact], roles=[LOCAL]) +def download( + job_id, dir_name, namespace, name, output_data +): + download_data(job_id, dir_name, namespace, name, output_data) + + +def download_data(job_id, dir_name, namespace, name, output_data): + download_object = Download() + data = download_object.run( + parameters=DownloadParam( + namespace=namespace, + name=name, + dir_name=dir_name + ), + job_id=job_id + ) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 139d65eaa..8495d9560 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -12,26 +12,40 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -import logging - from fate_flow.components import LOCAL, Output, DatasetArtifact, cpn +from fate_flow.manager.components.upload import Upload, UploadParam @cpn.component(roles=[LOCAL]) @cpn.parameter("path", type=str, default=None, optional=False) -@cpn.parameter("format", type=str, default="csv", optional=False) -@cpn.parameter("id_name", type=str, default="id", optional=True) +@cpn.parameter("namespace", type=str, default=None, optional=False) +@cpn.parameter("name", type=str, default=None, optional=False) +@cpn.parameter("head", type=bool, default=True, optional=True) @cpn.parameter("delimiter", type=str, default=",", optional=True) -@cpn.parameter("label_name", type=str, default=None, optional=True) -@cpn.parameter("label_type", type=str, default="float32", optional=True) -@cpn.parameter("dtype", type=str, default="float32", optional=True) +@cpn.parameter("destroy", type=bool, default=False, optional=True) +@cpn.parameter("partitions", type=int, default=10, optional=True) +@cpn.parameter("extend_sid", type=bool, default=False, optional=True) +@cpn.parameter("meta", type=dict, default={}, optional=True) @cpn.artifact("output_data", type=Output[DatasetArtifact], roles=[LOCAL]) def upload( - path, format, id_name, delimiter, label_name, label_type, dtype, output_data + job_id, path, namespace, name, head, delimiter, destroy, partitions, extend_sid, meta, output_data ): - output_data.uri = "test" - upload_data(path, id_name, delimiter, label_name, label_type, dtype, output_data) + upload_data(job_id, path, namespace, name, head, delimiter, destroy, partitions, extend_sid, meta, output_data) -def upload_data(*args): - pass +def upload_data(job_id, path, namespace, name, head, delimiter, destroy, partitions, extend_sid, meta, output_data): + upload_object = Upload() + data = upload_object.run( + parameters=UploadParam( + file=path, + head=head, + partitions=partitions, + namespace=namespace, + name=name, + meta=meta, + destroy=destroy, + extend_sid=extend_sid, + delimiter=delimiter + ), + job_id=job_id + ) diff --git a/python/fate_flow/components/entrypoint/component.py b/python/fate_flow/components/entrypoint/component.py index 0d9395877..9c31e61bf 100644 --- a/python/fate_flow/components/entrypoint/component.py +++ b/python/fate_flow/components/entrypoint/component.py @@ -30,8 +30,7 @@ def execute_component(config: TaskConfigSpec): - party_task_id = config.party_task_id - mlmd = FlowMLMD(task_id=party_task_id) + mlmd = FlowMLMD(task_id=config.party_task_id) logger.debug(f"component={config.component}") try: logger.debug("running...") @@ -70,6 +69,8 @@ def execute_component(config: TaskConfigSpec): execute_kwargs.update(output_data_artifacts) execute_kwargs.update(output_model_artifacts) execute_kwargs.update(output_metric_artifacts) + execute_kwargs.update({"job_id": config.job_id}) + logger.info(f"input_parameters test: {input_parameters}") component.execute(**execute_kwargs) # log output artifacts diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index 464630538..0930c60a7 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -53,3 +53,6 @@ class API: class Server: EXCEPTION = 6000 FUNCTION_RESTRICTED = 6001 + + class Table: + NO_FOUND = 7001 diff --git a/python/fate_flow/entity/spec/_dag.py b/python/fate_flow/entity/spec/_dag.py index 29fc75735..0163c8719 100644 --- a/python/fate_flow/entity/spec/_dag.py +++ b/python/fate_flow/entity/spec/_dag.py @@ -87,6 +87,7 @@ class RuntimeConfSpec(BaseModel): class TaskScheduleSpec(BaseModel): + job_id: Optional[str] task_id: Optional[str] party_task_id: Optional[str] component: Optional[str] diff --git a/python/fate_flow/entity/spec/_flow_task.py b/python/fate_flow/entity/spec/_flow_task.py index 79b3b19b6..e0f2375f6 100644 --- a/python/fate_flow/entity/spec/_flow_task.py +++ b/python/fate_flow/entity/spec/_flow_task.py @@ -173,7 +173,7 @@ class TaskInputsSpec(pydantic.BaseModel): class TaskConfSpec(pydantic.BaseModel): logger: FlowLogger output: OutputPoolConf - + job_id: Optional[str] = "" task_id: str party_task_id: str component: str diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 01a261e0a..38ee80a67 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -349,6 +349,7 @@ def task_conf(self): @property def task_parameters(self) -> TaskScheduleSpec: return TaskScheduleSpec( + job_id=self.job_id, task_id=self.task_id, party_task_id=self.execution_id, component=self.component_ref, diff --git a/python/fate_flow/manager/components/__init__.py b/python/fate_flow/manager/components/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/fate_flow/manager/components/download.py b/python/fate_flow/manager/components/download.py new file mode 100644 index 000000000..08cc0d809 --- /dev/null +++ b/python/fate_flow/manager/components/download.py @@ -0,0 +1,59 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import logging as logger +import os + +from fate_flow.engine import storage +from fate_flow.manager.data.data_manager import DataManager + + +class Param(object): + def to_dict(self): + d = {} + for k, v in self.__dict__.items(): + if v is None: + continue + d[k] = v + return d + + +class DownloadParam(Param): + def __init__( + self, + dir_name="", + namespace="", + name="" + ): + self.dir_name = dir_name + self.namespace = namespace + self.name = name + + +class Download: + def __init__(self): + self.table = None + self.schema = {} + + def run(self, parameters: DownloadParam, job_id=""): + data_table_meta = storage.StorageTableMeta( + name=parameters.name, + namespace=parameters.namespace + ) + DataManager.send_table( + output_tables_meta={"table": data_table_meta}, + download_dir=os.path.abspath(parameters.dir_name) + ) + diff --git a/python/fate_flow/utils/data_upload.py b/python/fate_flow/manager/components/upload.py similarity index 66% rename from python/fate_flow/utils/data_upload.py rename to python/fate_flow/manager/components/upload.py index e068ea853..45831872e 100644 --- a/python/fate_flow/utils/data_upload.py +++ b/python/fate_flow/manager/components/upload.py @@ -13,10 +13,10 @@ # See the License for the specific language governing permissions and # limitations under the License. # -import argparse -import json +import logging as logger import os import time +import uuid from pydantic import typing @@ -24,12 +24,6 @@ from fate_flow.entity.types import EngineType from fate_flow.runtime.system_settings import ENGINES from fate_flow.utils.file_utils import get_fate_flow_directory -from fate_flow.utils.log import getLogger - -logger = getLogger("upload") - -DEFAULT_ID_DELIMITER = "," -upload_block_max_bytes = 104857600 class Param(object): @@ -68,17 +62,20 @@ def __init__( name="", storage_engine="", storage_address=None, + extend_sid=False, destroy=False, - meta=None + meta=None, + delimiter="," ): self.file = file self.head = head - self.delimiter = None + self.delimiter = delimiter self.partitions = partitions self.namespace = namespace self.name = name self.engine = storage_engine self.storage_address = storage_address + self.extend_sid = extend_sid self.destroy = destroy self.meta = MetaParam(**meta) @@ -86,17 +83,12 @@ def __init__( class Upload: def __init__(self): self.MAX_PARTITIONS = 1024 - self.MAX_BYTES = 1024 * 1024 * 8 * 500 - self.parameters: UploadParam = None + self.parameters: UploadParam self.table = None - self.is_block = False - self.session_id = None - self.session = None self.schema = {} - def run(self, parameters: UploadParam): + def run(self, parameters: UploadParam, job_id=""): self.parameters = parameters - self.parameters.delimiter = self.parameters.meta.delimiter if not self.parameters.engine: self.parameters.engine = ENGINES.get(EngineType.STORAGE) logger.info(self.parameters.to_dict()) @@ -109,21 +101,9 @@ def run(self, parameters: UploadParam): get_fate_flow_directory(), parameters.file ) name, namespace = parameters.name, parameters.namespace - read_head = parameters.head - if read_head == 0: - head = False - elif read_head == 1: - head = True - else: - raise Exception("'head' in conf.json should be 0 or 1") - partitions = parameters.partitions - if partitions <= 0 or partitions >= self.MAX_PARTITIONS: - raise Exception( - "Error number of partition, it should between %d and %d" - % (0, self.MAX_PARTITIONS) - ) with Session() as sess: if self.parameters.destroy: + # clean table table = sess.get_table(namespace=namespace, name=name) if table: logger.info( @@ -156,7 +136,7 @@ def run(self, parameters: UploadParam): ) self.table = storage_session.create_table(address=address, origin=StorageTableOrigin.UPLOAD, **self.parameters.to_dict()) - data_table_count = self.save_data_table(head) + data_table_count = self.save_data_table(job_id) self.table.meta.update_metas(in_serialized=True) logger.info("------------load data finish!-----------------") @@ -166,10 +146,10 @@ def run(self, parameters: UploadParam): logger.info("table name: {}, table namespace: {}".format(name, namespace)) return {"name": name, "namespace": namespace, "count": data_table_count} - def save_data_table(self, head=True): + def save_data_table(self, job_id): input_file = self.parameters.file input_feature_count = self.get_count(input_file) - self.upload_file(input_file, head, input_feature_count) + self.upload_file(input_file, job_id, input_feature_count) table_count = self.table.count() metas_info = { "count": table_count, @@ -180,36 +160,73 @@ def save_data_table(self, head=True): self.table.meta.update_metas(**metas_info) return table_count - def upload_file(self, input_file, head, input_feature_count=None, table=None): + def update_schema(self, fp): + read_status = False + if self.parameters.head is True: + data_head = fp.readline() + self.update_table_meta(data_head) + read_status = True + else: + # self.update_table_schema() + pass + return read_status + + def upload_file(self, input_file, job_id, input_feature_count=None, table=None): if not table: table = self.table - with open(input_file, "r") as fin: - lines_count = 0 - if head is True: - data_head = fin.readline() + part_of_data = [] + with open(input_file, "r") as fp: + if self.update_schema(fp): input_feature_count -= 1 - self.update_table_meta(data_head) - n = 0 - line_index = 0 - while True: - data = list() - lines = fin.readlines(upload_block_max_bytes) - logger.info(upload_block_max_bytes) - if lines: - # self.append_data_line(lines, data, n) - for line in lines: - values = line.rstrip().split(self.parameters.delimiter) - k, v = self.get_data_line( - values=values, - delimiter=self.parameters.delimiter - ) - data.append((k, v)) - line_index += 1 - lines_count += len(data) - table.put_all(data) - else: - return - n += 1 + self.table.put_all(self.kv_generator(input_feature_count, fp, job_id, part_of_data)) + table.meta.update_metas(part_of_data=part_of_data) + + def get_line(self): + if not self.parameters.extend_sid: + line = self.get_data_line + else: + line = self.get_sid_data_line + return line + + @staticmethod + def get_data_line(values, delimiter, **kwargs): + return values[0], delimiter.join(list(map(str, values[1:]))) + + @staticmethod + def get_sid_data_line(values, delimiter, fate_uuid, line_index): + return fate_uuid + str(line_index), delimiter.join(list(map(str, values[1:]))) + + def kv_generator(self, input_feature_count, fp, job_id, part_of_data): + fate_uuid = uuid.uuid1().hex + get_line = self.get_line() + line_index = 0 + logger.info(input_feature_count) + while True: + lines = fp.readlines(104857600) + if lines: + for line in lines: + values = line.rstrip().split(self.parameters.delimiter) + k, v = get_line( + values=values, + line_index=line_index, + delimiter=self.parameters.delimiter, + fate_uuid=fate_uuid, + ) + yield k, v + line_index += 1 + if line_index <= 100: + part_of_data.append((k, v)) + save_progress = line_index / input_feature_count * 100 // 1 + job_info = { + "progress": save_progress, + "job_id": job_id, + "role": "local", + "party_id": 0, + } + # ControllerClient.update_job(job_info=job_info) + logger.info(f"job info: {job_info}") + else: + return def get_count(self, input_file): with open(input_file, "r", encoding="utf-8") as fp: @@ -218,12 +235,6 @@ def get_count(self, input_file): count += 1 return count - def generate_table_name(self, input_file_path): - str_time = time.strftime("%Y%m%d%H%M%S", time.localtime()) - file_name = input_file_path.split(".")[0] - file_name = file_name.split("/")[-1] - return file_name, str_time - def update_table_meta(self, data_head): logger.info(f"data head: {data_head}") schema = self.get_header_schema( @@ -236,24 +247,10 @@ def update_table_meta(self, data_head): def get_header_schema(self, header_line, delimiter): header_source_item = header_line.split(delimiter) - header = delimiter.join(header_source_item[1:]).strip() - sid = header_source_item[0].strip() + if self.parameters.extend_sid: + header = delimiter.join(header_source_item).strip() + sid = "extend_sid" + else: + header = delimiter.join(header_source_item[1:]).strip() + sid = header_source_item[0].strip() return {'header': header, 'sid': sid} - - def get_data_line(self, values, delimiter, **kwargs): - return values[0], self.list_to_str(values[1:], delimiter=delimiter) - - @staticmethod - def list_to_str(input_list, delimiter): - return delimiter.join(list(map(str, input_list))) - - -if __name__ == "__main__": - parser = argparse.ArgumentParser() - parser.add_argument('-c', '--config', required=True, type=str, help="runtime conf path") - args = parser.parse_args() - path = args.config - with open(args.config, "r") as f: - conf = json.load(f) - logger.info(conf) - Upload().run(parameters=UploadParam(**conf)) \ No newline at end of file diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 0bb468c93..7449a1a54 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -29,17 +29,20 @@ def send_table( tar_file_name="", limit=-1, need_head=True, - local_download=False, - output_data_file_path=None + download_dir="", + ): output_data_file_list = [] output_data_meta_file_list = [] with TemporaryDirectory() as output_tmp_dir: for output_name, output_table_meta in output_tables_meta.items(): output_data_count = 0 - if not local_download: + if not download_dir: output_data_file_path = "{}/{}.csv".format(output_tmp_dir, output_name) output_data_meta_file_path = "{}/{}.meta".format(output_tmp_dir, output_name) + else: + output_data_file_path = "{}/{}.csv".format(download_dir, output_name) + output_data_meta_file_path = "{}/{}.meta".format(download_dir, output_name) os.makedirs(os.path.dirname(output_data_file_path), exist_ok=True) with open(output_data_file_path, 'w') as fw: with Session() as sess: @@ -53,11 +56,9 @@ def send_table( header = [] for meta_k, meta_v in output_table.get_meta(): header = meta_v.get("header") - - if not local_download: - output_data_meta_file_list.append(output_data_meta_file_path) - with open(output_data_meta_file_path, 'w') as f: - json.dump({'header': header}, f, indent=4) + output_data_meta_file_list.append(output_data_meta_file_path) + with open(output_data_meta_file_path, 'w') as f: + json.dump({'header': header}, f, indent=4) if need_head and header and output_table_meta.get_have_head(): if isinstance(header, list): header = output_table_meta.get_id_delimiter().join(header) @@ -67,7 +68,7 @@ def send_table( output_data_count += 1 if output_data_count == limit: break - if local_download: + if download_dir: return # tar output_data_tarfile = "{}/{}".format(output_tmp_dir, tar_file_name) From 4ca8fd4fc3f7b21adf9efa2c9c42277f3c9b339a Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Sun, 23 Apr 2023 17:11:37 +0800 Subject: [PATCH 076/482] fateflow: response exception json Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/entity/code/_api.py | 1 + python/fate_flow/utils/grpc_utils.py | 16 ++++++++++++---- python/ofx/api/models/resource.py | 6 ++++-- 3 files changed, 17 insertions(+), 6 deletions(-) diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index 0930c60a7..2a06841b1 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -53,6 +53,7 @@ class API: class Server: EXCEPTION = 6000 FUNCTION_RESTRICTED = 6001 + RETURN_NO_JSON = 6002 class Table: NO_FOUND = 7001 diff --git a/python/fate_flow/utils/grpc_utils.py b/python/fate_flow/utils/grpc_utils.py index f5bd92455..1ca46dfe2 100644 --- a/python/fate_flow/utils/grpc_utils.py +++ b/python/fate_flow/utils/grpc_utils.py @@ -13,12 +13,13 @@ # See the License for the specific language governing permissions and # limitations under the License. # - +from fate_flow.entity.code import ReturnCode from fate_flow.proto.osx import osx_pb2, osx_pb2_grpc from fate_flow.proto.rollsite import proxy_pb2_grpc, basic_meta_pb2, proxy_pb2 from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import FATE_FLOW_SERVICE_NAME, GRPC_PORT, HOST, REMOTE_REQUEST_TIMEOUT +from fate_flow.utils.api_utils import API from fate_flow.utils.base_utils import json_loads, json_dumps from fate_flow.utils.log_utils import audit_logger from fate_flow.utils.requests_utils import request @@ -77,8 +78,7 @@ def unaryCall(self, _request, context): audit_logger(job_id).info('rpc receive: {}'.format(packet)) audit_logger(job_id).info("rpc receive: {} {}".format(get_url(_suffix), param)) resp = request(method=method, url=get_url(_suffix), json=param_dict, headers=headers) - resp_json = resp.json() - + resp_json = response_json(response_json(resp)) return wrap_grpc_packet(resp_json, method, _suffix, dst.partyId, src.partyId, job_id) @@ -99,7 +99,7 @@ def invoke(self, _request, context): resp = request(method=request_info.get("method"), url=get_url(request_info.get("uri")), json=request_info.get("json_body"), headers=request_info.get("headers", {})) audit_logger(job_id).info(f"resp: {resp.text}") - resp_json = resp.json() + resp_json = response_json(resp) _meta = { "TechProviderCode": metadata.get("TechProviderCode", ""), "SourceInstID": metadata.get("TargetInstID", ""), @@ -114,3 +114,11 @@ def invoke(self, _request, context): res = osx_pb2.Outbound(metadata=_meta, payload=_data) audit_logger(job_id).info(f"response: {res}") return res + + +def response_json(response): + try: + return response.json() + except: + audit_logger().exception(response.text) + return API.Output.json(code=ReturnCode.Server.RETURN_NO_JSON, message=f"response text: {response.text}") diff --git a/python/ofx/api/models/resource.py b/python/ofx/api/models/resource.py index 884b1bd91..814d59f76 100644 --- a/python/ofx/api/models/resource.py +++ b/python/ofx/api/models/resource.py @@ -141,8 +141,10 @@ def remote_on_http(self, method, endpoint, host=None, port=None, try_times=3, ti if t >= try_times - 1: raise e else: - return response.json() - # time.sleep(get_exponential_backoff_interval(t)) + try: + return response.json() + except: + raise Exception(response.text) @staticmethod def remote_on_grpc_proxy(job_id, method, host, port, endpoint, src_party_id, dest_party_id, json_body, From 5bec6aea9cc3b1821e678d03b2429458e841fe89 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Sun, 23 Apr 2023 18:11:36 +0800 Subject: [PATCH 077/482] fateflow: init server Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/fate_flow_server.py | 81 ++++++++++++++-------- python/fate_flow/runtime/runtime_config.py | 2 - python/fate_flow/settings.py | 2 +- python/fate_flow/utils/xthread.py | 9 ++- 4 files changed, 62 insertions(+), 32 deletions(-) diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index c44fac0e5..953af9894 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -13,15 +13,12 @@ # See the License for the specific language governing permissions and # limitations under the License. # -# init env. must be the first import - import os import signal import sys import traceback import grpc -from grpc._cython import cygrpc from werkzeug.serving import run_simple from fate_flow.apps import app from fate_flow.controller.config_manager import ConfigManager @@ -39,45 +36,49 @@ ) from fate_flow.utils import process_utils from fate_flow.utils.grpc_utils import UnaryService, UnaryServiceOSX -from fate_flow.utils.log_utils import schedule_logger, getLogger +from fate_flow.utils.log_utils import schedule_logger from fate_flow.utils.version import get_versions from fate_flow.utils.xthread import ThreadPoolExecutor from fate_flow.proto.rollsite import proxy_pb2_grpc from fate_flow.proto.osx import osx_pb2_grpc -if __name__ == '__main__': - # init db + +def server_init(): + # set signal signal.signal(signal.SIGCHLD, process_utils.wait_child_process) + + # init db init_flow_db() - # init runtime config - import argparse - parser = argparse.ArgumentParser() - parser.add_argument('--version', default=False, help="fate flow version", action='store_true') - parser.add_argument('--debug', default=False, help="debug mode", action='store_true') - args = parser.parse_args() - if args.version: - print(get_versions()) - sys.exit(0) - # todo: add a general init steps? - RuntimeConfig.DEBUG = args.debug - if RuntimeConfig.DEBUG: - stat_logger.info("run on debug mode") + + # runtime config RuntimeConfig.init_env() RuntimeConfig.init_config(JOB_SERVER_HOST=HOST, HTTP_PORT=HTTP_PORT) RuntimeConfig.set_process_role(ProcessRole.DRIVER) + + # manager ConfigManager.load() HookManager.init() AppManager.init() + + # scheduler init_scheduler() + + # detector Detector(interval=5 * 1000, logger=detect_logger).start() FederatedDetector(interval=10 * 1000, logger=detect_logger).start() DAGScheduler(interval=2 * 1000, logger=schedule_logger()).start() + + # provider register ProviderManager.register_default_providers() + + +def start_grpc_server(): thread_pool_executor = ThreadPoolExecutor(max_workers=GRPC_SERVER_MAX_WORKERS) - stat_logger.info(f"start grpc server thread pool by {thread_pool_executor._max_workers} max workers") + stat_logger.info(f"start grpc server thread pool by {thread_pool_executor.max_workers} max workers") server = grpc.server(thread_pool=thread_pool_executor, - options=[(cygrpc.ChannelArgKey.max_send_message_length, -1), - (cygrpc.ChannelArgKey.max_receive_message_length, -1)]) + options=[("grpc.max_send_message_length", -1), + ("grpc.max_receive_message_length", -1)]) + osx_pb2_grpc.add_PrivateTransferProtocolServicer_to_server(UnaryServiceOSX(), server) proxy_pb2_grpc.add_DataTransferServiceServicer_to_server(UnaryService(), server) server.add_insecure_port(f"{HOST}:{GRPC_PORT}") @@ -85,12 +86,36 @@ print("FATE Flow grpc server start successfully") stat_logger.info("FATE Flow grpc server start successfully") - # start http server + +def start_http_server(debug=False): + print("FATE Flow http server start...") + stat_logger.info("FATE Flow http server start...") + run_simple( + hostname=HOST, + port=HTTP_PORT, + application=app, + threaded=True, + use_reloader=debug, + use_debugger=debug + ) + + +if __name__ == '__main__': + import argparse + parser = argparse.ArgumentParser() + parser.add_argument('--version', default=False, help="fate flow version", action='store_true') + parser.add_argument('--debug', default=False, help="debug mode", action='store_true') + args = parser.parse_args() + if args.version: + print(get_versions()) + sys.exit(0) + + server_init() + try: - print("FATE Flow http server start...") - stat_logger.info("FATE Flow http server start...") - werkzeug_logger = getLogger("werkzeug") - run_simple(hostname=HOST, port=HTTP_PORT, application=app, threaded=True, use_reloader=RuntimeConfig.DEBUG, use_debugger=RuntimeConfig.DEBUG) - except Exception: + start_grpc_server() + start_http_server(debug=args.debug) + except Exception as e: traceback.print_exc() + print(e) os.kill(os.getpid(), signal.SIGKILL) diff --git a/python/fate_flow/runtime/runtime_config.py b/python/fate_flow/runtime/runtime_config.py index ca1d396d8..748f16964 100644 --- a/python/fate_flow/runtime/runtime_config.py +++ b/python/fate_flow/runtime/runtime_config.py @@ -21,10 +21,8 @@ class RuntimeConfig(ReloadConfigBase): - DEBUG = None HTTP_PORT = None JOB_SERVER_HOST = None - IS_SERVER = False PROCESS_ROLE = None SCHEDULE_CLIENT: FlowSchedulerApi = None CLIENT_ROLE = list() diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index 2c10025a4..ac46c442c 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -19,7 +19,7 @@ from fate_flow.utils.log import LoggerFactory # GRPC -GRPC_SERVER_MAX_WORKERS = None +GRPC_SERVER_MAX_WORKERS = None # default: (os.cpu_count() or 1) * 5 # Request HTTP_REQUEST_TIMEOUT = 10 # s diff --git a/python/fate_flow/utils/xthread.py b/python/fate_flow/utils/xthread.py index c4232d87f..0a61f4ae5 100644 --- a/python/fate_flow/utils/xthread.py +++ b/python/fate_flow/utils/xthread.py @@ -54,8 +54,10 @@ def _python_exit(): for t, q in items: t.join() + atexit.register(_python_exit) + class _WorkItem(object): def __init__(self, future, fn, args, kwargs): self.future = future @@ -76,6 +78,7 @@ def run(self): else: self.future.set_result(result) + def _worker(executor_reference, work_queue): try: while True: @@ -99,8 +102,8 @@ def _worker(executor_reference, work_queue): except BaseException: _base.LOGGER.critical('Exception in worker', exc_info=True) -class ThreadPoolExecutor(_base.Executor): +class ThreadPoolExecutor(_base.Executor): # Used to assign unique thread names when thread_name_prefix is not supplied. _counter = itertools.count().__next__ @@ -127,6 +130,10 @@ def __init__(self, max_workers=None, thread_name_prefix=''): self._thread_name_prefix = (thread_name_prefix or ("ThreadPoolExecutor-%d" % self._counter())) + @property + def max_workers(self): + return self._max_workers + def submit(self, fn, *args, **kwargs): with self._shutdown_lock: if self._shutdown: From 44c551967c713e3d3f33d5343294caaa306d6eb8 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 25 Apr 2023 15:23:34 +0800 Subject: [PATCH 078/482] fateflow: job controller Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/job_app.py | 91 ++- .../fate_flow/apps/scheduler/scheduler_app.py | 4 +- python/fate_flow/controller/job_controller.py | 69 +++ .../fate_flow/controller/task_controller.py | 4 +- python/fate_flow/entity/code/_api.py | 1 + python/fate_flow/fate_flow_server.py | 17 +- python/fate_flow/hub/flow_hub.py | 6 +- python/fate_flow/hub/parser/__init__.py | 4 + .../hub/parser/default/_federation.py | 1 - .../fate_flow/hub/parser/default/_parser.py | 5 + python/fate_flow/hub/scheduler/__init__.py | 56 ++ .../hub/scheduler/default/__init__.py | 21 + .../hub/scheduler/default/_scheduler.py | 580 ++++++++++++++++++ python/fate_flow/operation/base_saver.py | 63 +- python/fate_flow/operation/job_saver.py | 8 + python/fate_flow/runtime/runtime_config.py | 6 + python/fate_flow/runtime/system_settings.py | 11 +- python/fate_flow/scheduler/__init__.py | 3 + python/fate_flow/scheduler/job_scheduler.py | 387 +----------- python/fate_flow/scheduler/task_scheduler.py | 195 ------ python/fate_flow/utils/api_utils.py | 6 +- 21 files changed, 929 insertions(+), 609 deletions(-) create mode 100644 python/fate_flow/hub/scheduler/__init__.py create mode 100644 python/fate_flow/hub/scheduler/default/__init__.py create mode 100644 python/fate_flow/hub/scheduler/default/_scheduler.py delete mode 100644 python/fate_flow/scheduler/task_scheduler.py diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index 4b75981b9..633655302 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -13,10 +13,15 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import io +import os +import tarfile + from webargs import fields from fate_flow.controller.job_controller import JobController from fate_flow.entity.code import ReturnCode +from fate_flow.utils import job_utils from fate_flow.utils.api_utils import API @@ -40,6 +45,43 @@ def query_job(job_id=None, role=None, party_id=None, status=None): data=[job.to_human_model_dict() for job in jobs]) +@manager.route('/stop', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +def request_stop_job(job_id=None): + stop_result = JobController.request_stop_job(job_id=job_id) + return API.Output.json(**stop_result) + + +@manager.route('/rerun', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +def request_rerun_job(job_id=None): + jobs = JobController.query_job(job_id=job_id) + if not jobs: + return API.Output.json(code=ReturnCode.Job.NOT_FOUND, message="job not found") + rerun_result = JobController.request_rerun_job(job=jobs[0]) + return API.Output.json(**rerun_result) + + +@manager.route('/list/query', methods=['GET']) +@API.Input.params(limit=fields.Integer(required=False)) +@API.Input.params(page=fields.Integer(required=False)) +@API.Input.params(job_id=fields.String(required=False)) +@API.Input.params(description=fields.String(required=False)) +@API.Input.params(partner=fields.String(required=False)) +@API.Input.params(party_id=fields.String(required=False)) +@API.Input.params(role=fields.Dict(required=False)) +@API.Input.params(status=fields.Dict(required=False)) +@API.Input.params(order_by=fields.String(required=False)) +@API.Input.params(order=fields.String(required=False)) +def query_job_list(limit=0, page=0, job_id=None, description=None, partner=None, party_id=None, role=None, status=None, + order_by=None, order=None): + count, data = JobController.query_job_list( + limit, page, job_id, description, partner, party_id, role, status, order_by, order + ) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", + data={"count": count, "data": data}) + + @manager.route('/task/query', methods=['GET']) @API.Input.params(job_id=fields.String(required=False)) @API.Input.params(role=fields.String(required=False)) @@ -57,18 +99,43 @@ def query_task(job_id=None, role=None, party_id=None, status=None, task_name=Non data=[task.to_human_model_dict() for task in tasks]) -@manager.route('/stop', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -def request_stop_job(job_id=None): - stop_result = JobController.request_stop_job(job_id=job_id) - return API.Output.json(**stop_result) +@manager.route('/task/list/query', methods=['GET']) +@API.Input.params(limit=fields.Integer(required=False)) +@API.Input.params(page=fields.Integer(required=False)) +@API.Input.params(job_id=fields.String(required=False)) +@API.Input.params(role=fields.String(required=False)) +@API.Input.params(party_id=fields.String(required=False)) +@API.Input.params(task_name=fields.String(required=False)) +@API.Input.params(order_by=fields.String(required=False)) +@API.Input.params(order=fields.String(required=False)) +def query_task_list(limit=0, page=0, job_id=None, role=None, party_id=None, task_name=None, order_by=None, order=None): + count, data = JobController.query_task_list( + limit, page, job_id, role, party_id, task_name, order_by, order + ) + return API.Output.json( + code=ReturnCode.Base.SUCCESS, message="success", + data={"count": count, "data": data} + ) -@manager.route('/rerun', methods=['POST']) +@manager.route('/log/download', methods=['POST']) @API.Input.json(job_id=fields.String(required=True)) -def request_rerun_job(job_id=None): - jobs = JobController.query_job(job_id=job_id) - if not jobs: - return API.Output.json(code=ReturnCode.Job.NOT_FOUND, message="job not found") - rerun_result = JobController.request_rerun_job(job=jobs[0]) - return API.Output.json(**rerun_result) +def download_job_logs(job_id): + job_log_dir = job_utils.get_job_log_directory(job_id=job_id) + if not os.path.exists(job_log_dir): + return API.Output.json(code=ReturnCode.API.FILE_EXCEPTION, message="no found job logs") + memory_file = io.BytesIO() + with tarfile.open(fileobj=memory_file, mode='w:gz') as tar: + for root, _, files in os.walk(job_log_dir): + for file in files: + full_path = os.path.join(root, file) + rel_path = os.path.relpath(full_path, job_log_dir) + tar.add(full_path, rel_path) + memory_file.seek(0) + return API.Output.file(memory_file, attachment_filename=f'job_{job_id}_log.tar.gz', as_attachment=True) + + +@manager.route('/queue/clean', methods=['POST']) +def clean_queue(): + data = JobController.clean_queue() + return API.Output.json(data=data) diff --git a/python/fate_flow/apps/scheduler/scheduler_app.py b/python/fate_flow/apps/scheduler/scheduler_app.py index ab07b4296..bc098f621 100644 --- a/python/fate_flow/apps/scheduler/scheduler_app.py +++ b/python/fate_flow/apps/scheduler/scheduler_app.py @@ -26,7 +26,7 @@ @manager.route('/job/create', methods=['POST']) @API.Input.json(dag_schema=fields.Dict(required=True)) def create_job(dag_schema): - submit_result = DAGScheduler.submit(DAGSchema(**dag_schema)) + submit_result = DAGScheduler.submit(dag_schema) return API.Output.json(**submit_result) @@ -63,5 +63,5 @@ def stop_job(job_id, stop_status=None): @manager.route('/job/rerun', methods=['POST']) @API.Input.json(job_id=fields.String(required=True)) def rerun_job(job_id): - DAGScheduler.set_job_rerun(job_id=job_id, auto=False) + DAGScheduler.rerun_job(job_id=job_id, auto=False) return API.Output.json() diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index dea656177..411527ad7 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -181,6 +181,65 @@ def query_job(cls, **kwargs): query_filters[k] = v return JobSaver.query_job(**query_filters) + @classmethod + def query_job_list(cls, limit, page, job_id, description, partner, party_id, role, status, order_by, order): + # Provided to the job display page + offset = limit * (page - 1) + query = {'tag': ('!=', 'submit_failed')} + if job_id: + query["job_id"] = ('contains', job_id) + if description: + query["description"] = ('contains', description) + if party_id: + query["party_id"] = ('contains', party_id) + if partner: + query["partner"] = ('contains', partner) + if role: + query["role"] = ('in_', set(role)) + if status: + query["status"] = ('in_', set(status)) + by = [] + if by: + by.append(order_by) + if order: + by.append(order) + if not by: + by = ['create_time', 'desc'] + + jobs, count = JobSaver.list_job(limit, offset, query, by) + jobs = [job.to_human_model_dict() for job in jobs] + for job in jobs: + job['partners'] = set() + for _r in job['parties']: + job['partners'].update(_r.get("party_id")) + job['partners'].discard(job['party_id']) + job['partners'] = sorted(job['partners']) + return count, jobs + + @classmethod + def query_task_list(cls, limit, page, job_id, role, party_id, task_name, order_by, order): + offset = limit * (page - 1) + + query = {} + if job_id: + query["job_id"] = job_id + if role: + query["role"] = role + if party_id: + query["party_id"] = party_id + if task_name: + query["task_name"] = task_name + by = [] + if by: + by.append(order_by) + if order: + by.append(order) + if not by: + by = ['create_time', 'desc'] + + tasks, count = JobSaver.list_task(limit, offset, query, by) + return count, [task.to_human_model_dict() for task in tasks] + @classmethod def query_tasks(cls, **kwargs): query_filters = {} @@ -189,6 +248,16 @@ def query_tasks(cls, **kwargs): query_filters[k] = v return JobSaver.query_task(**query_filters) + @classmethod + def clean_queue(cls): + # stop waiting job + jobs = JobSaver.query_job(status=JobStatus.WAITING) + clean_status = {} + for job in jobs: + status = FederatedScheduler.request_stop_job(party_id=job.f_scheduler_party_id,job_id=job.f_job_id, stop_status=JobStatus.CANCELED) + clean_status[job.f_job_id] = status + return clean_status + class JobInheritance: @classmethod diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index a374e792e..c447b4601 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -49,7 +49,7 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task_id = job_utils.generate_task_id(job_id=job_id, component_name=task_name) execution_id = job_utils.generate_session_id(task_id, task_version, role, party_id) task_node = job_parser.get_task_node(task_name=task_name) - task_parser = FlowHub.load_task_parser( + task_parser = job_parser.task_parser( task_node=task_node, job_id=job_id, task_name=task_name, role=role, party_id=party_id, task_id=task_id, execution_id=execution_id, task_version=task_version, parties=dag_schema.dag.parties ) @@ -145,7 +145,7 @@ def start_task(cls, job_id, role, party_id, task_id, task_version): dag_schema = DAGSchema(**job.f_dag) job_parser = FlowHub.load_job_parser(dag_schema) task_node = job_parser.get_task_node(task_name=task.f_task_name) - task_parser = FlowHub.load_task_parser( + task_parser = job_parser.task_parser( task_node=task_node, job_id=job_id, task_name=task.f_task_name, role=role, party_id=party_id, parties=dag_schema.dag.parties ) diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index 2a06841b1..b6c316cff 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -49,6 +49,7 @@ class API: NO_FOUND_APPID = 5002 VERIFY_FAILED = 5003 AUTHENTICATION_FAILED = 5004 + FILE_EXCEPTION = 5004 class Server: EXCEPTION = 6000 diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index 953af9894..9a3a4ab9d 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -32,7 +32,7 @@ from fate_flow.scheduler import init_scheduler from fate_flow.scheduler.job_scheduler import DAGScheduler from fate_flow.runtime.system_settings import ( - GRPC_PORT, GRPC_SERVER_MAX_WORKERS, HOST, HTTP_PORT, detect_logger, stat_logger, + GRPC_PORT, GRPC_SERVER_MAX_WORKERS, HOST, HTTP_PORT, detect_logger, stat_logger, GRPC_OPTIONS, ) from fate_flow.utils import process_utils from fate_flow.utils.grpc_utils import UnaryService, UnaryServiceOSX @@ -54,6 +54,7 @@ def server_init(): RuntimeConfig.init_env() RuntimeConfig.init_config(JOB_SERVER_HOST=HOST, HTTP_PORT=HTTP_PORT) RuntimeConfig.set_process_role(ProcessRole.DRIVER) + RuntimeConfig.init_config() # manager ConfigManager.load() @@ -72,23 +73,20 @@ def server_init(): ProviderManager.register_default_providers() -def start_grpc_server(): +def start_server(debug=False): + # grpc thread_pool_executor = ThreadPoolExecutor(max_workers=GRPC_SERVER_MAX_WORKERS) stat_logger.info(f"start grpc server thread pool by {thread_pool_executor.max_workers} max workers") server = grpc.server(thread_pool=thread_pool_executor, - options=[("grpc.max_send_message_length", -1), - ("grpc.max_receive_message_length", -1)]) + options=GRPC_OPTIONS) osx_pb2_grpc.add_PrivateTransferProtocolServicer_to_server(UnaryServiceOSX(), server) proxy_pb2_grpc.add_DataTransferServiceServicer_to_server(UnaryService(), server) server.add_insecure_port(f"{HOST}:{GRPC_PORT}") server.start() - print("FATE Flow grpc server start successfully") stat_logger.info("FATE Flow grpc server start successfully") - -def start_http_server(debug=False): - print("FATE Flow http server start...") + # http stat_logger.info("FATE Flow http server start...") run_simple( hostname=HOST, @@ -113,8 +111,7 @@ def start_http_server(debug=False): server_init() try: - start_grpc_server() - start_http_server(debug=args.debug) + start_server(debug=args.debug) except Exception as e: traceback.print_exc() print(e) diff --git a/python/fate_flow/hub/flow_hub.py b/python/fate_flow/hub/flow_hub.py index 46c28abc7..e8082612f 100644 --- a/python/fate_flow/hub/flow_hub.py +++ b/python/fate_flow/hub/flow_hub.py @@ -23,6 +23,6 @@ def load_job_parser(dag): return JobParser(dag) @staticmethod - def load_task_parser(*args, **kwargs): - from fate_flow.hub.parser.default import TaskParser - return TaskParser(*args, **kwargs) + def load_job_scheduler(): + from fate_flow.hub.scheduler.default import DAGScheduler + return DAGScheduler() diff --git a/python/fate_flow/hub/parser/__init__.py b/python/fate_flow/hub/parser/__init__.py index da5c68180..100892b68 100644 --- a/python/fate_flow/hub/parser/__init__.py +++ b/python/fate_flow/hub/parser/__init__.py @@ -51,3 +51,7 @@ def infer_dependent_tasks(cls, task_input): @abc.abstractmethod def get_task_node(self, task_name): ... + + @property + def task_parser(self): + return TaskParserABC diff --git a/python/fate_flow/hub/parser/default/_federation.py b/python/fate_flow/hub/parser/default/_federation.py index d2e2cc9f1..0eee05a15 100644 --- a/python/fate_flow/hub/parser/default/_federation.py +++ b/python/fate_flow/hub/parser/default/_federation.py @@ -12,7 +12,6 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -import ipaddress from typing import Dict, List, Literal, Optional import pydantic diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 38ee80a67..db841e51e 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -361,6 +361,7 @@ def task_parameters(self) -> TaskScheduleSpec: ) def update_runtime_artifacts(self, task_parameters): + # update runtime artifacts: input model and data task_parameters["inputs"].update({"artifacts": self.input_artifacts}) schedule_logger(job_id=self.job_id).info(f"update artifacts: {self.input_artifacts}") return task_parameters @@ -547,6 +548,10 @@ def infer_dependent_tasks(cls, task_input: RuntimeInputDefinition): dependent_task_list.append(channel.producer_task) return dependent_task_list + @property + def task_parser(self): + return TaskParser + class Party(BaseModel): role: str diff --git a/python/fate_flow/hub/scheduler/__init__.py b/python/fate_flow/hub/scheduler/__init__.py new file mode 100644 index 000000000..07a29fa01 --- /dev/null +++ b/python/fate_flow/hub/scheduler/__init__.py @@ -0,0 +1,56 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import abc +from typing import Dict + + +class JobSchedulerABC: + @classmethod + def submit(cls, dag_schema) -> Dict: + """ + description： + Create a job to all parties and set the job status to waiting + :param dag_schema: job config; + + """ + + @abc.abstractmethod + def run_do(self): + """ + description： + Scheduling various status job, including: waiting、running、ready、rerun、end、etc. + """ + + @classmethod + def stop_job(cls, job_id: str, stop_status: str): + """ + description： + Stop a job to all parties and set the job status to end status + :param job_id: job id + :param stop_status: In which state to stop the task. + + """ + + @classmethod + def rerun_job(cls, job_id: str, auto: bool, tasks=None): + """ + description： + rerun a job + :param job_id: job id + :param auto: Whether the scheduler automatically rerun + :param tasks: Specified rerun task list. + + """ + diff --git a/python/fate_flow/hub/scheduler/default/__init__.py b/python/fate_flow/hub/scheduler/default/__init__.py new file mode 100644 index 000000000..172bf2d4b --- /dev/null +++ b/python/fate_flow/hub/scheduler/default/__init__.py @@ -0,0 +1,21 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from fate_flow.hub.scheduler.default._scheduler import DAGScheduler + +__all__ = [ + "DAGScheduler" +] + + diff --git a/python/fate_flow/hub/scheduler/default/_scheduler.py b/python/fate_flow/hub/scheduler/default/_scheduler.py new file mode 100644 index 000000000..51a9c154f --- /dev/null +++ b/python/fate_flow/hub/scheduler/default/_scheduler.py @@ -0,0 +1,580 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from pydantic import typing + +from fate_flow.controller.task_controller import TaskController +from fate_flow.entity.code import SchedulingStatusCode, FederatedSchedulingStatusCode +from fate_flow.entity.spec import DAGSchema +from fate_flow.db.base_models import DB +from fate_flow.db.schedule_models import ScheduleJob, ScheduleTaskStatus +from fate_flow.entity.types import StatusSet, JobStatus, TaskStatus, EndStatus, InterruptStatus, ResourceOperation, \ + FederatedCommunicationType, AutoRerunStatus +from fate_flow.entity.code import ReturnCode +from fate_flow.hub.flow_hub import FlowHub +from fate_flow.hub.scheduler import JobSchedulerABC +from fate_flow.operation.job_saver import ScheduleJobSaver +from fate_flow.runtime.job_default_config import JobDefaultConfig +from fate_flow.scheduler.federated_scheduler import FederatedScheduler +from fate_flow.utils import job_utils, schedule_utils +from fate_flow.utils.base_utils import current_timestamp, json_dumps +from fate_flow.utils.log_utils import schedule_logger, exception_to_trace_string + + +class DAGScheduler(JobSchedulerABC): + @classmethod + def submit(cls, dag_schema): + dag_schema = DAGSchema(**dag_schema) + job_id = job_utils.generate_job_id() + schedule_logger(job_id).info(f"submit job, dag {dag_schema.dag.dict()}, schema version {dag_schema.schema_version}") + submit_result = { + "job_id": job_id, + "data": {} + } + try: + job = ScheduleJob() + job.f_job_id = job_id + job.f_parties = [party.dict() for party in dag_schema.dag.parties] + job.f_initiator_party_id = dag_schema.dag.conf.initiator_party_id + job.f_scheduler_party_id = dag_schema.dag.conf.scheduler_party_id + if dag_schema.dag.conf.priority: + job.f_priority = dag_schema.dag.conf.priority + cls.fill_default_job_parameters(job_id, dag_schema) + job.f_dag = dag_schema.dict() + submit_result["data"].update({ + "model_id": dag_schema.dag.conf.model_id, + "model_version": dag_schema.dag.conf.model_version + }) + job.f_status = StatusSet.READY + ScheduleJobSaver.create_job(job.to_human_model_dict()) + status_code, response = FederatedScheduler.create_job( + job_id, job.f_parties, {"dag_schema": dag_schema.dict(), "job_id": job_id} + ) + if status_code != FederatedSchedulingStatusCode.SUCCESS: + job.f_status = JobStatus.FAILED + FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, job_info={ + "job_id": job.f_job_id, + "status": job.f_status + }) + raise Exception("create job failed", response) + else: + job.f_status = JobStatus.WAITING + TaskController.create_schedule_tasks(job, dag_schema) + status_code, response = FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, + job_info={"job_id": job.f_job_id, + "status": job.f_status}) + if status_code != FederatedSchedulingStatusCode.SUCCESS: + raise Exception(f"set job to waiting status failed: {response}") + ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": job.f_status}) + schedule_logger(job_id).info(f"submit job successfully, job id is {job.f_job_id}") + result = { + "code": ReturnCode.Base.SUCCESS, + "message": "success" + } + submit_result.update(result) + except Exception as e: + schedule_logger(job_id).exception(e) + submit_result["code"] = ReturnCode.Job.CREATE_JOB_FAILED + submit_result["message"] = exception_to_trace_string(e) + return submit_result + + @classmethod + def fill_default_job_parameters(cls, job_id: str, dag_schema: DAGSchema): + if not dag_schema.dag.conf.sync_type: + dag_schema.dag.conf.sync_type = JobDefaultConfig.sync_type + if not dag_schema.dag.conf.model_id or not dag_schema.dag.conf.model_id: + dag_schema.dag.conf.model_id, dag_schema.dag.conf.model_version = job_utils.generate_model_info(job_id) + if not dag_schema.dag.conf.auto_retries: + dag_schema.dag.conf.auto_retries = JobDefaultConfig.auto_retries + + def run_do(self): + # waiting + schedule_logger().info("start schedule waiting jobs") + # order by create_time and priority + jobs = ScheduleJobSaver.query_job( + status=JobStatus.WAITING, + order_by=["priority", "create_time"], + reverse=[True, False] + ) + schedule_logger().info(f"have {len(jobs)} waiting jobs") + if len(jobs): + job = jobs[0] + schedule_logger().info(f"schedule waiting job {job.f_job_id}") + try: + self.schedule_waiting_jobs(job=job) + except Exception as e: + schedule_logger(job.f_job_id).exception(e) + schedule_logger(job.f_job_id).error("schedule waiting job failed") + schedule_logger().info("schedule waiting jobs finished") + + # running + schedule_logger().info("start schedule running jobs") + jobs = ScheduleJobSaver.query_job(status=JobStatus.RUNNING, order_by="create_time", reverse=False) + schedule_logger().info(f"have {len(jobs)} running jobs") + for job in jobs: + schedule_logger().info(f"schedule running job {job.f_job_id}") + try: + self.schedule_running_job(job=job) + except Exception as e: + schedule_logger(job.f_job_id).exception(e) + schedule_logger(job.f_job_id).error("schedule job failed") + schedule_logger().info("schedule running jobs finished") + + # ready + schedule_logger().info("start schedule ready jobs") + jobs = ScheduleJobSaver.query_job(ready_signal=True, order_by="create_time", reverse=False) + schedule_logger().info(f"have {len(jobs)} ready jobs") + for job in jobs: + schedule_logger().info(f"schedule ready job {job.f_job_id}") + try: + pass + except Exception as e: + schedule_logger(job.f_job_id).exception(e) + schedule_logger(job.f_job_id).error(f"schedule ready job failed:\n{e}") + schedule_logger().info("schedule ready jobs finished") + + # rerun + schedule_logger().info("start schedule rerun jobs") + jobs = ScheduleJobSaver.query_job(rerun_signal=True, order_by="create_time", reverse=False) + schedule_logger().info(f"have {len(jobs)} rerun jobs") + for job in jobs: + schedule_logger(job.f_job_id).info(f"schedule rerun job {job.f_job_id}") + try: + self.schedule_rerun_job(job=job) + except Exception as e: + schedule_logger(job.f_job_id).exception(e) + schedule_logger(job.f_job_id).error("schedule job failed") + schedule_logger().info("schedule rerun jobs finished") + + # end + schedule_logger().info("start schedule end status jobs to update status") + jobs = ScheduleJobSaver.query_job(status=set(EndStatus.status_list()), + end_time=[current_timestamp() - JobDefaultConfig.end_status_job_scheduling_time_limit, + current_timestamp()]) + schedule_logger().info(f"have {len(jobs)} end status jobs") + for job in jobs: + schedule_logger().info(f"schedule end status job {job.f_job_id}") + try: + update_status = self.end_scheduling_updates(job_id=job.f_job_id) + if update_status: + schedule_logger(job.f_job_id).info("try update status by scheduling like running job") + else: + schedule_logger(job.f_job_id).info("the number of updates has been exceeded") + continue + self.schedule_running_job(job=job, force_sync_status=True) + except Exception as e: + schedule_logger(job.f_job_id).exception(e) + schedule_logger(job.f_job_id).error("schedule job failed") + schedule_logger().info("schedule end status jobs finished") + + @classmethod + def apply_job_resource(cls, job): + apply_status_code, federated_response = FederatedScheduler.resource_for_job( + job_id=job.f_job_id, + roles=job.f_parties, + operation_type=ResourceOperation.APPLY.value + ) + if apply_status_code == FederatedSchedulingStatusCode.SUCCESS: + return True + else: + cls.rollback_job_resource(job, federated_response) + return False + + @classmethod + def rollback_job_resource(cls, job, federated_response): + rollback_party = [] + failed_party = [] + for dest_role in federated_response.keys(): + for dest_party_id in federated_response[dest_role].keys(): + retcode = federated_response[dest_role][dest_party_id]["code"] + if retcode == ReturnCode.Base.SUCCESS: + rollback_party.append({"role": dest_role, "party_id": [dest_party_id]}) + else: + failed_party.append({"role": dest_role, "party_id": [dest_party_id]}) + schedule_logger(job.f_job_id).info("job apply resource failed on {}, rollback {}".format(failed_party, + rollback_party)) + if rollback_party: + return_status_code, federated_response = FederatedScheduler.resource_for_job( + job_id=job.f_job_id, + roles=rollback_party, + operation_type=ResourceOperation.RETURN.value + ) + if return_status_code != FederatedSchedulingStatusCode.SUCCESS: + schedule_logger(job.f_job_id).info(f"job return resource failed:\n{federated_response}") + else: + schedule_logger(job.f_job_id).info("job no party should be rollback resource") + + @classmethod + def schedule_waiting_jobs(cls, job: ScheduleJob): + if job.f_cancel_signal: + FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, + job_info={"job_id": job.f_job_id, "status": JobStatus.CANCELED}) + ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": JobStatus.CANCELED}) + schedule_logger(job.f_job_id).info("job have cancel signal") + return + status = cls.apply_job_resource(job) + if status: + cls.start_job(job_id=job.f_job_id, roles=job.f_parties) + + def schedule_running_job(self, job: ScheduleJob, force_sync_status=False): + schedule_logger(job.f_job_id).info("scheduling running job") + + task_scheduling_status_code, auto_rerun_tasks, tasks = TaskScheduler.schedule(job=job) + tasks_status = dict([(task.f_task_name, task.f_status) for task in tasks]) + schedule_logger(job_id=job.f_job_id).info(f"task_scheduling_status_code: {task_scheduling_status_code}, " + f"tasks_status: {tasks_status.values()}") + new_job_status = self.calculate_job_status(task_scheduling_status_code=task_scheduling_status_code, tasks_status=tasks_status.values()) + if new_job_status == JobStatus.WAITING and job.f_cancel_signal: + new_job_status = JobStatus.CANCELED + total, finished_count = self.calculate_job_progress(tasks_status=tasks_status) + new_progress = float(finished_count) / total * 100 + schedule_logger(job.f_job_id).info(f"job status is {new_job_status}, calculate by task status list: {tasks_status}") + if new_job_status != job.f_status or new_progress != job.f_progress: + # Make sure to update separately, because these two fields update with anti-weight logic + if int(new_progress) - job.f_progress > 0: + job.f_progress = new_progress + FederatedScheduler.update_job(job_id=job.f_job_id, + roles=job.f_parties, + command_body={"job_id": job.f_job_id, "progress": job.f_progress}) + self.update_job_on_scheduler(schedule_job=job, update_fields=["progress"]) + if new_job_status != job.f_status: + job.f_status = new_job_status + if EndStatus.contains(job.f_status): + FederatedScheduler.save_pipelined_model(job_id=job.f_job_id, roles=job.f_parties) + FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, + job_info={"job_id": job.f_job_id, + "status": job.f_status}) + self.update_job_on_scheduler(schedule_job=job, update_fields=["status"]) + if EndStatus.contains(job.f_status): + self.finish(job=job, end_status=job.f_status) + if auto_rerun_tasks: + schedule_logger(job.f_job_id).info("job have auto rerun tasks") + self.rerun_job(job_id=job.f_job_id, tasks=auto_rerun_tasks, auto=True) + if force_sync_status: + FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_roles, status=job.f_status, + job_info=job.to_human_model_dict()) + schedule_logger(job.f_job_id).info("finish scheduling running job") + + def schedule_rerun_job(self, job): + if EndStatus.contains(job.f_status): + job.f_status = JobStatus.WAITING + schedule_logger(job.f_job_id).info("job has been finished, set waiting to rerun") + status, response = FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, + job_info={"job_id": job.f_job_id, + "status": job.f_status}) + if status == FederatedSchedulingStatusCode.SUCCESS: + schedule_utils.rerun_signal(job_id=job.f_job_id, set_or_reset=False) + schedule_logger(job.f_job_id).info("job set waiting to rerun successfully") + ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": job.f_status}) + else: + schedule_logger(job.f_job_id).info("job set waiting to rerun failed") + else: + schedule_utils.rerun_signal(job_id=job.f_job_id, set_or_reset=False) + self.schedule_running_job(job) + + @classmethod + def calculate_job_status(cls, task_scheduling_status_code, tasks_status): + tmp_status_set = set(tasks_status) + if TaskStatus.PASS in tmp_status_set: + tmp_status_set.remove(TaskStatus.PASS) + tmp_status_set.add(TaskStatus.SUCCESS) + if len(tmp_status_set) == 1: + return tmp_status_set.pop() + else: + if TaskStatus.RUNNING in tmp_status_set: + return JobStatus.RUNNING + if TaskStatus.WAITING in tmp_status_set: + if task_scheduling_status_code == SchedulingStatusCode.HAVE_NEXT: + return JobStatus.RUNNING + else: + pass + for status in sorted(InterruptStatus.status_list(), key=lambda s: StatusSet.get_level(status=s), reverse=True): + if status in tmp_status_set: + return status + if tmp_status_set == {TaskStatus.WAITING, TaskStatus.SUCCESS} and task_scheduling_status_code == SchedulingStatusCode.NO_NEXT: + return JobStatus.CANCELED + + raise Exception("calculate job status failed, all task status: {}".format(tasks_status)) + + @classmethod + def calculate_job_progress(cls, tasks_status): + total = 0 + finished_count = 0 + for task_status in tasks_status.values(): + total += 1 + if EndStatus.contains(task_status): + finished_count += 1 + return total, finished_count + + @classmethod + def start_job(cls, job_id, roles): + schedule_logger(job_id).info(f"start job {job_id}") + status_code, response = FederatedScheduler.start_job(job_id, roles) + schedule_logger(job_id).info(f"start job {job_id} status code: {status_code}, response: {response}") + ScheduleJobSaver.update_job_status(job_info={"job_id": job_id, "status": StatusSet.RUNNING}) + + @classmethod + def stop_job(cls, job_id, stop_status): + schedule_logger(job_id).info(f"request stop job with {stop_status}") + jobs = ScheduleJobSaver.query_job(job_id=job_id) + if len(jobs) > 0: + if stop_status == JobStatus.CANCELED: + schedule_logger(job_id).info("cancel job") + set_cancel_status = schedule_utils.cancel_signal(job_id=job_id, set_or_reset=True) + schedule_logger(job_id).info(f"set job cancel signal {set_cancel_status}") + job = jobs[0] + job.f_status = stop_status + schedule_logger(job_id).info(f"request stop job with {stop_status} to all party") + status_code, response = FederatedScheduler.stop_job(job_id=job_id, roles=job.f_parties) + if status_code == FederatedSchedulingStatusCode.SUCCESS: + schedule_logger(job_id).info(f"stop job with {stop_status} successfully") + return ReturnCode.Base.SUCCESS, "success" + else: + tasks_group = ScheduleJobSaver.get_status_tasks_asc(job_id=job.f_job_id) + for task in tasks_group.values(): + TaskScheduler.collect_task_of_all_party(job, task=task, set_status=stop_status) + schedule_logger(job_id).info(f"stop job with {stop_status} failed, {response}") + return ReturnCode.Job.KILL_FAILED, json_dumps(response) + else: + return ReturnCode.Job.NOT_FOUND, "job not found" + + @classmethod + @DB.connection_context() + def end_scheduling_updates(cls, job_id): + operate = ScheduleJob.update({ + ScheduleJob.f_end_scheduling_updates: ScheduleJob.f_end_scheduling_updates + 1} + ).where( + ScheduleJob.f_job_id == job_id, + ScheduleJob.f_end_scheduling_updates < JobDefaultConfig.end_status_job_scheduling_updates + ) + update_status = operate.execute() > 0 + return update_status + + @classmethod + def update_job_on_scheduler(cls, schedule_job: ScheduleJob, update_fields: list): + schedule_logger(schedule_job.f_job_id).info(f"try to update job {update_fields} on scheduler") + jobs = ScheduleJobSaver.query_job(job_id=schedule_job.f_job_id) + if not jobs: + raise Exception("Failed to update job status on scheduler") + job_info = schedule_job.to_human_model_dict(only_primary_with=update_fields) + for field in update_fields: + job_info[field] = getattr(schedule_job, "f_%s" % field) + if "status" in update_fields: + ScheduleJobSaver.update_job_status(job_info=job_info) + ScheduleJobSaver.update_job(job_info=job_info) + schedule_logger(schedule_job.f_job_id).info(f"update job {update_fields} on scheduler finished") + + @classmethod + def rerun_job(cls, job_id, auto, tasks: typing.List[ScheduleTaskStatus] = None): + schedule_logger(job_id).info(f"try to rerun job {job_id}") + jobs = ScheduleJobSaver.query_job(job_id=job_id) + if not jobs: + raise RuntimeError(f"can not found job {job_id}") + job = jobs[0] + if tasks: + schedule_logger(job_id).info(f"require {[task.f_task_name for task in tasks]} to rerun") + else: + # todo: get_need_revisit_nodes + tasks = ScheduleJobSaver.query_task(job_id=job_id, status=TaskStatus.CANCELED, scheduler_status=True) + job_can_rerun = any([TaskController.prepare_rerun_task( + job=job, task=task, auto=auto, force=False, + ) for task in tasks]) + schedule_logger(job_id).info("job set rerun signal") + status = schedule_utils.rerun_signal(job_id=job_id, set_or_reset=True) + schedule_logger(job_id).info(f"job set rerun signal {'successfully' if status else 'failed'}") + return True + + @classmethod + def finish(cls, job, end_status): + schedule_logger(job.f_job_id).info(f"job finished with {end_status}, do something...") + cls.stop_job(job_id=job.f_job_id, stop_status=end_status) + # todo: clean job + schedule_logger(job.f_job_id).info(f"job finished with {end_status}, done") + + +class TaskScheduler(object): + @classmethod + def schedule(cls, job): + schedule_logger(job.f_job_id).info("scheduling job tasks") + dag_schema = DAGSchema(**job.f_dag) + job_parser = FlowHub.load_job_parser(DAGSchema(**job.f_dag)) + tasks_group = ScheduleJobSaver.get_status_tasks_asc(job_id=job.f_job_id) + waiting_tasks = {} + auto_rerun_tasks = [] + job_interrupt = False + canceled = job.f_cancel_signal + for task in tasks_group.values(): + if task.f_sync_type == FederatedCommunicationType.POLL: + cls.collect_task_of_all_party(job=job, task=task) + else: + pass + new_task_status = cls.get_federated_task_status(job_id=task.f_job_id, task_id=task.f_task_id, + task_version=task.f_task_version) + task_interrupt = False + task_status_have_update = False + if new_task_status != task.f_status: + task_status_have_update = True + schedule_logger(job.f_job_id).info(f"sync task status {task.f_status} to {new_task_status}") + task.f_status = new_task_status + FederatedScheduler.sync_task_status(task_id=task.f_task_id, command_body={"status": task.f_status}) + ScheduleJobSaver.update_task_status(task.to_human_model_dict(), scheduler_status=True) + if InterruptStatus.contains(new_task_status): + task_interrupt = True + job_interrupt = True + if task.f_status == TaskStatus.WAITING: + waiting_tasks[task.f_task_name] = task + elif task_status_have_update and EndStatus.contains(task.f_status) or task_interrupt: + schedule_logger(task.f_job_id).info(f"stop task with status: {task.f_status}") + FederatedScheduler.stop_task(task_id=task.f_task_id, command_body={"status": task.f_status}) + if not canceled and AutoRerunStatus.contains(task.f_status): + if task.f_auto_retries > 0: + auto_rerun_tasks.append(task) + schedule_logger(job.f_job_id).info(f"task {task.f_task_id} {task.f_status} will be retried") + else: + schedule_logger(job.f_job_id).info(f"task {task.f_task_id} {task.f_status} has no retry count") + + scheduling_status_code = SchedulingStatusCode.NO_NEXT + schedule_logger(job.f_job_id).info(f"canceled status {canceled}, job interrupt status {job_interrupt}") + if not canceled and not job_interrupt: + for task_id, waiting_task in waiting_tasks.items(): + dependent_tasks = job_parser.infer_dependent_tasks( + dag_schema.dag.tasks[waiting_task.f_task_name].inputs + ) + schedule_logger(job.f_job_id).info(f"task {waiting_task.f_task_name} dependent tasks:{dependent_tasks}") + for task_name in dependent_tasks: + dependent_task = tasks_group[task_name] + if dependent_task.f_status != TaskStatus.SUCCESS: + break + else: + scheduling_status_code = SchedulingStatusCode.HAVE_NEXT + status_code = cls.start_task(job=job, task=waiting_task) + if status_code == SchedulingStatusCode.NO_RESOURCE: + schedule_logger(job.f_job_id).info(f"task {waiting_task.f_task_id} can not apply resource, wait for the next round of scheduling") + break + elif status_code == SchedulingStatusCode.FAILED: + schedule_logger(job.f_job_id).info(f"task status code: {status_code}") + scheduling_status_code = SchedulingStatusCode.FAILED + waiting_task.f_status = StatusSet.FAILED + FederatedScheduler.sync_task_status(task_id=waiting_task.f_task_id, command_body={ + "status": waiting_task.f_status}) + break + else: + schedule_logger(job.f_job_id).info("have cancel signal, pass start job tasks") + schedule_logger(job.f_job_id).info("finish scheduling job tasks") + return scheduling_status_code, auto_rerun_tasks, tasks_group.values() + + @classmethod + def start_task(cls, job, task): + schedule_logger(task.f_job_id).info("try to start task {} {}".format(task.f_task_id, task.f_task_version)) + # apply resource for task + apply_status = cls.apply_task_resource(task, job) + if not apply_status: + return SchedulingStatusCode.NO_RESOURCE + task.f_status = TaskStatus.RUNNING + ScheduleJobSaver.update_task_status( + task_info=task.to_human_model_dict(only_primary_with=["status"]), scheduler_status=True + ) + schedule_logger(task.f_job_id).info("start task {} {}".format(task.f_task_id, task.f_task_version)) + FederatedScheduler.sync_task_status(task_id=task.f_task_id, command_body={"status": task.f_status}) + ScheduleJobSaver.update_task_status(task.to_human_model_dict(), scheduler_status=True) + status_code, response = FederatedScheduler.start_task(task_id=task.f_task_id) + if status_code == FederatedSchedulingStatusCode.SUCCESS: + return SchedulingStatusCode.SUCCESS + else: + return SchedulingStatusCode.FAILED + + @classmethod + def apply_task_resource(cls, task, job): + apply_status_code, federated_response = FederatedScheduler.resource_for_task( + task_id=task.f_task_id, + operation_type=ResourceOperation.APPLY.value + ) + if apply_status_code == FederatedSchedulingStatusCode.SUCCESS: + return True + else: + # rollback resource + rollback_party = [] + failed_party = [] + for dest_role in federated_response.keys(): + for dest_party_id in federated_response[dest_role].keys(): + retcode = federated_response[dest_role][dest_party_id]["code"] + if retcode == ReturnCode.Base.SUCCESS: + rollback_party.append({"role": dest_role, "party_id": [dest_party_id]}) + else: + failed_party.append({"role": dest_role, "party_id": [dest_party_id]}) + schedule_logger(job.f_job_id).info("task apply resource failed on {}, rollback {}".format(failed_party, + rollback_party)) + if rollback_party: + return_status_code, federated_response = FederatedScheduler.resource_for_task( + task_id=task.f_task_id, + roles=rollback_party, + operation_type=ResourceOperation.RETURN.value + ) + if return_status_code != FederatedSchedulingStatusCode.SUCCESS: + schedule_logger(job.f_job_id).info(f"task return resource failed:\n{federated_response}") + else: + schedule_logger(job.f_job_id).info("task no party should be rollback resource") + return False + + @classmethod + def collect_task_of_all_party(cls, job, task, set_status=None): + tasks_on_all_party = ScheduleJobSaver.query_task(task_id=task.f_task_id, task_version=task.f_task_version) + # tasks_status_on_all = set([task.f_status for task in tasks_on_all_party]) + # if not len(tasks_status_on_all) > 1 and TaskStatus.RUNNING not in tasks_status_on_all: + # return + status, federated_response = FederatedScheduler.collect_task(task_id=task.f_task_id) + if status != FederatedSchedulingStatusCode.SUCCESS: + schedule_logger(job.f_job_id).warning(f"collect task {task.f_task_id} {task.f_task_version} failed") + for _role in federated_response.keys(): + for _party_id, party_response in federated_response[_role].items(): + if party_response["code"] == ReturnCode.Base.SUCCESS: + schedule_logger(job.f_job_id).info(f"collect party id {_party_id} task info: {party_response['data']}") + ScheduleJobSaver.update_task_status(task_info=party_response["data"]) + elif set_status: + tmp_task_info = { + "job_id": task.f_job_id, + "task_id": task.f_task_id, + "task_version": task.f_task_version, + "role": _role, + "party_id": _party_id, + "party_status": set_status + } + ScheduleJobSaver.update_task_status(task_info=tmp_task_info) + + @classmethod + def get_federated_task_status(cls, job_id, task_id, task_version): + tasks_on_all_party = ScheduleJobSaver.query_task(task_id=task_id, task_version=task_version) + tasks_party_status = [task.f_status for task in tasks_on_all_party] + status = cls.calculate_multi_party_task_status(tasks_party_status) + schedule_logger(job_id=job_id).info("task {} {} status is {}, calculate by task party status list: {}".format(task_id, task_version, status, tasks_party_status)) + return status + + @classmethod + def calculate_multi_party_task_status(cls, tasks_party_status): + tmp_status_set = set(tasks_party_status) + if TaskStatus.PASS in tmp_status_set: + tmp_status_set.remove(TaskStatus.PASS) + tmp_status_set.add(TaskStatus.SUCCESS) + if len(tmp_status_set) == 1: + return tmp_status_set.pop() + else: + for status in sorted(InterruptStatus.status_list(), key=lambda s: StatusSet.get_level(status=s), reverse=True): + if status in tmp_status_set: + return status + if TaskStatus.RUNNING in tmp_status_set: + return TaskStatus.RUNNING + if TaskStatus.SUCCESS in tmp_status_set: + return TaskStatus.RUNNING + raise Exception("Calculate task status failed: {}".format(tasks_party_status)) diff --git a/python/fate_flow/operation/base_saver.py b/python/fate_flow/operation/base_saver.py index 7a74e5b34..63ccf391c 100644 --- a/python/fate_flow/operation/base_saver.py +++ b/python/fate_flow/operation/base_saver.py @@ -15,8 +15,10 @@ # import operator +from functools import reduce +from typing import Type, Union, Dict -from fate_flow.db.base_models import DB, BaseModelOperate +from fate_flow.db.base_models import DB, BaseModelOperate, DataBaseModel from fate_flow.db.db_models import Task, Job from fate_flow.db.schedule_models import ScheduleTask, ScheduleTaskStatus, ScheduleJob from fate_flow.entity.types import JobStatus, TaskStatus, EndStatus @@ -26,6 +28,20 @@ class BaseSaver(BaseModelOperate): STATUS_FIELDS = ["status", "party_status"] + OPERATION = { + '==': operator.eq, + '<': operator.lt, + '<=': operator.le, + '>': operator.gt, + '>=': operator.ge, + '!=': operator.ne, + '<<': operator.lshift, + '>>': operator.rshift, + '%': operator.mod, + '**': operator.pow, + '^': operator.xor, + '~': operator.inv, + } @classmethod def _create_job(cls, job_obj, job_info): @@ -220,4 +236,47 @@ def get_latest_scheduler_tasks(cls, tasks): tasks_group[task.f_task_id] = task elif task.f_task_version > tasks_group[task.f_task_id].f_task_version: tasks_group[task.f_task_id] = task - return tasks_group \ No newline at end of file + return tasks_group + + @classmethod + @DB.connection_context() + def _list(cls, model: Type[DataBaseModel], limit: int = 0, offset: int = 0, + query: dict = None, order_by: Union[str, list, tuple] = None): + data = model.select() + if query: + data = data.where(cls.query_dict2expression(model, query)) + count = data.count() + + if not order_by: + order_by = 'create_time' + if not isinstance(order_by, (list, tuple)): + order_by = (order_by, 'asc') + order_by, order = order_by + order_by = getattr(model, f'f_{order_by}') + order_by = getattr(order_by, order)() + data = data.order_by(order_by) + + if limit > 0: + data = data.limit(limit) + if offset > 0: + data = data.offset(offset) + return list(data), count + + @classmethod + def query_dict2expression(cls, model: Type[DataBaseModel], query: Dict[str, Union[bool, int, str, list, tuple]]): + expression = [] + for field, value in query.items(): + if not isinstance(value, (list, tuple)): + value = ('==', value) + op, *val = value + + field = getattr(model, f'f_{field}') + value = cls.OPERATION[op](field, val[0]) if op in cls.OPERATION else getattr(field, op)(*val) + + expression.append(value) + + return reduce(operator.iand, expression) + + @property + def supported_operators(self): + return \ No newline at end of file diff --git a/python/fate_flow/operation/job_saver.py b/python/fate_flow/operation/job_saver.py index 0e3f7e11e..bbc6ee861 100644 --- a/python/fate_flow/operation/job_saver.py +++ b/python/fate_flow/operation/job_saver.py @@ -47,6 +47,14 @@ def query_job(cls, reverse=None, order_by=None, **kwargs): def update_job(cls, job_info): return cls._update_job(Job, job_info) + @classmethod + def list_job(cls, limit, offset, query, order_by): + return cls._list(Job, limit, offset, query, order_by) + + @classmethod + def list_task(cls, limit, offset, query, order_by): + return cls._list(Task, limit, offset, query, order_by) + @classmethod def query_task(cls, only_latest=True, reverse=None, order_by=None, **kwargs): return cls._query_task(Task, only_latest=only_latest, reverse=reverse, order_by=order_by, **kwargs) diff --git a/python/fate_flow/runtime/runtime_config.py b/python/fate_flow/runtime/runtime_config.py index 748f16964..c426ef10a 100644 --- a/python/fate_flow/runtime/runtime_config.py +++ b/python/fate_flow/runtime/runtime_config.py @@ -18,6 +18,7 @@ from fate_flow.runtime.reload_config_base import ReloadConfigBase from fate_flow.utils.version import get_versions +from fate_flow.hub.scheduler import JobSchedulerABC class RuntimeConfig(ReloadConfigBase): @@ -25,6 +26,7 @@ class RuntimeConfig(ReloadConfigBase): JOB_SERVER_HOST = None PROCESS_ROLE = None SCHEDULE_CLIENT: FlowSchedulerApi = None + SCHEDULER: JobSchedulerABC = None CLIENT_ROLE = list() ENV = dict() @@ -62,6 +64,10 @@ def set_process_role(cls, process_role: ProcessRole): def set_schedule_client(cls, schedule_client): cls.SCHEDULE_CLIENT = schedule_client + @classmethod + def set_scheduler(cls, scheduler): + cls.SCHEDULER = scheduler + @classmethod def set_client_roles(cls, *roles): for role in roles: diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index cc9400e76..e53a1d26e 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -15,11 +15,13 @@ # import os +from grpc._cython import cygrpc + from fate_flow.entity.types import ComputingEngine from fate_flow.utils import engine_utils from fate_flow.utils.conf_utils import get_base_config, decrypt_database_config from fate_flow.utils.file_utils import get_project_base_directory -from fate_flow.utils.log_utils import LoggerFactory, getLogger +from fate_flow.utils.log_utils import getLogger from fate_flow.settings import * @@ -93,4 +95,9 @@ PARTY_ID = get_base_config("party_id", "") LOCAL_PARTY_ID = "0" -MODEL_STORE = get_base_config("model_store") \ No newline at end of file +MODEL_STORE = get_base_config("model_store") + +GRPC_OPTIONS = [ + (cygrpc.ChannelArgKey.max_send_message_length, -1), + (cygrpc.ChannelArgKey.max_receive_message_length, -1), +] \ No newline at end of file diff --git a/python/fate_flow/scheduler/__init__.py b/python/fate_flow/scheduler/__init__.py index 461c6f355..d42ce8636 100644 --- a/python/fate_flow/scheduler/__init__.py +++ b/python/fate_flow/scheduler/__init__.py @@ -12,6 +12,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +from fate_flow.hub.flow_hub import FlowHub from ofx.api.client import FlowSchedulerApi from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import HOST, HTTP_PORT, PROXY_PROTOCOL, API_VERSION, HTTP_REQUEST_TIMEOUT @@ -27,3 +28,5 @@ def init_scheduler(): remote_protocol=protocol, remote_host=remote_host, remote_port=remote_port, grpc_channel=grpc_channel, callback=generate_headers)) + + RuntimeConfig.set_scheduler(FlowHub.load_job_scheduler()) diff --git a/python/fate_flow/scheduler/job_scheduler.py b/python/fate_flow/scheduler/job_scheduler.py index 804cdefc5..1e48c9ea3 100644 --- a/python/fate_flow/scheduler/job_scheduler.py +++ b/python/fate_flow/scheduler/job_scheduler.py @@ -15,394 +15,23 @@ # from pydantic import typing -from fate_flow.controller.task_controller import TaskController -from fate_flow.entity.code import SchedulingStatusCode, FederatedSchedulingStatusCode -from fate_flow.entity.spec import DAGSchema -from fate_flow.hub.flow_hub import FlowHub -from fate_flow.scheduler.task_scheduler import TaskScheduler -from fate_flow.db.base_models import DB -from fate_flow.db.schedule_models import ScheduleJob, ScheduleTaskStatus -from fate_flow.entity.types import StatusSet, JobStatus, TaskStatus, EndStatus, InterruptStatus, ResourceOperation -from fate_flow.entity.code import ReturnCode -from fate_flow.operation.job_saver import ScheduleJobSaver -from fate_flow.runtime.job_default_config import JobDefaultConfig -from fate_flow.scheduler.federated_scheduler import FederatedScheduler -from fate_flow.utils import job_utils, schedule_utils -from fate_flow.utils.base_utils import current_timestamp, json_dumps +from fate_flow.runtime.runtime_config import RuntimeConfig +from fate_flow.db.schedule_models import ScheduleTaskStatus from fate_flow.utils.cron import Cron -from fate_flow.utils.log_utils import schedule_logger, exception_to_trace_string class DAGScheduler(Cron): @classmethod - def submit(cls, dag_schema: DAGSchema): - job_id = job_utils.generate_job_id() - schedule_logger(job_id).info(f"submit job, dag {dag_schema.dag.dict()}, schema version {dag_schema.schema_version}") - submit_result = { - "job_id": job_id, - "data": {} - } - try: - job = ScheduleJob() - job.f_job_id = job_id - job.f_parties = [party.dict() for party in dag_schema.dag.parties] - job.f_initiator_party_id = dag_schema.dag.conf.initiator_party_id - job.f_scheduler_party_id = dag_schema.dag.conf.scheduler_party_id - if dag_schema.dag.conf.priority: - job.f_priority = dag_schema.dag.conf.priority - cls.fill_default_job_parameters(job_id, dag_schema) - job.f_dag = dag_schema.dict() - submit_result["data"].update({ - "model_id": dag_schema.dag.conf.model_id, - "model_version": dag_schema.dag.conf.model_version - }) - job.f_status = StatusSet.READY - ScheduleJobSaver.create_job(job.to_human_model_dict()) - status_code, response = FederatedScheduler.create_job( - job_id, job.f_parties, {"dag_schema": dag_schema.dict(), "job_id": job_id} - ) - if status_code != FederatedSchedulingStatusCode.SUCCESS: - job.f_status = JobStatus.FAILED - FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, job_info={ - "job_id": job.f_job_id, - "status": job.f_status - }) - raise Exception("create job failed", response) - else: - job.f_status = JobStatus.WAITING - TaskController.create_schedule_tasks(job, dag_schema) - status_code, response = FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, - job_info={"job_id": job.f_job_id, - "status": job.f_status}) - if status_code != FederatedSchedulingStatusCode.SUCCESS: - raise Exception(f"set job to waiting status failed: {response}") - ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": job.f_status}) - schedule_logger(job_id).info(f"submit job successfully, job id is {job.f_job_id}") - result = { - "code": ReturnCode.Base.SUCCESS, - "message": "success" - } - submit_result.update(result) - except Exception as e: - schedule_logger(job_id).exception(e) - submit_result["code"] = ReturnCode.Job.CREATE_JOB_FAILED - submit_result["message"] = exception_to_trace_string(e) - return submit_result - - @classmethod - def fill_default_job_parameters(cls, job_id: str, dag_schema: DAGSchema): - if not dag_schema.dag.conf.sync_type: - dag_schema.dag.conf.sync_type = JobDefaultConfig.sync_type - if not dag_schema.dag.conf.model_id or not dag_schema.dag.conf.model_id: - dag_schema.dag.conf.model_id, dag_schema.dag.conf.model_version = job_utils.generate_model_info(job_id) - if not dag_schema.dag.conf.auto_retries: - dag_schema.dag.conf.auto_retries = JobDefaultConfig.auto_retries + def submit(cls, dag_schema): + return RuntimeConfig.SCHEDULER.submit(dag_schema) def run_do(self): - # waiting - schedule_logger().info("start schedule waiting jobs") - # order by create_time and priority - jobs = ScheduleJobSaver.query_job( - status=JobStatus.WAITING, - order_by=["priority", "create_time"], - reverse=[True, False] - ) - schedule_logger().info(f"have {len(jobs)} waiting jobs") - if len(jobs): - job = jobs[0] - schedule_logger().info(f"schedule waiting job {job.f_job_id}") - try: - self.schedule_waiting_jobs(job=job) - except Exception as e: - schedule_logger(job.f_job_id).exception(e) - schedule_logger(job.f_job_id).error("schedule waiting job failed") - schedule_logger().info("schedule waiting jobs finished") - - # running - schedule_logger().info("start schedule running jobs") - jobs = ScheduleJobSaver.query_job(status=JobStatus.RUNNING, order_by="create_time", reverse=False) - schedule_logger().info(f"have {len(jobs)} running jobs") - for job in jobs: - schedule_logger().info(f"schedule running job {job.f_job_id}") - try: - self.schedule_running_job(job=job) - except Exception as e: - schedule_logger(job.f_job_id).exception(e) - schedule_logger(job.f_job_id).error("schedule job failed") - schedule_logger().info("schedule running jobs finished") - - # ready - schedule_logger().info("start schedule ready jobs") - jobs = ScheduleJobSaver.query_job(ready_signal=True, order_by="create_time", reverse=False) - schedule_logger().info(f"have {len(jobs)} ready jobs") - for job in jobs: - schedule_logger().info(f"schedule ready job {job.f_job_id}") - try: - pass - except Exception as e: - schedule_logger(job.f_job_id).exception(e) - schedule_logger(job.f_job_id).error(f"schedule ready job failed:\n{e}") - schedule_logger().info("schedule ready jobs finished") - - # rerun - schedule_logger().info("start schedule rerun jobs") - jobs = ScheduleJobSaver.query_job(rerun_signal=True, order_by="create_time", reverse=False) - schedule_logger().info(f"have {len(jobs)} rerun jobs") - for job in jobs: - schedule_logger(job.f_job_id).info(f"schedule rerun job {job.f_job_id}") - try: - self.schedule_rerun_job(job=job) - except Exception as e: - schedule_logger(job.f_job_id).exception(e) - schedule_logger(job.f_job_id).error("schedule job failed") - schedule_logger().info("schedule rerun jobs finished") - - # end - schedule_logger().info("start schedule end status jobs to update status") - jobs = ScheduleJobSaver.query_job(status=set(EndStatus.status_list()), - end_time=[current_timestamp() - JobDefaultConfig.end_status_job_scheduling_time_limit, - current_timestamp()]) - schedule_logger().info(f"have {len(jobs)} end status jobs") - for job in jobs: - schedule_logger().info(f"schedule end status job {job.f_job_id}") - try: - update_status = self.end_scheduling_updates(job_id=job.f_job_id) - if update_status: - schedule_logger(job.f_job_id).info("try update status by scheduling like running job") - else: - schedule_logger(job.f_job_id).info("the number of updates has been exceeded") - continue - self.schedule_running_job(job=job, force_sync_status=True) - except Exception as e: - schedule_logger(job.f_job_id).exception(e) - schedule_logger(job.f_job_id).error("schedule job failed") - schedule_logger().info("schedule end status jobs finished") - - @classmethod - def apply_job_resource(cls, job): - apply_status_code, federated_response = FederatedScheduler.resource_for_job( - job_id=job.f_job_id, - roles=job.f_parties, - operation_type=ResourceOperation.APPLY.value - ) - if apply_status_code == FederatedSchedulingStatusCode.SUCCESS: - return True - else: - cls.rollback_job_resource(job, federated_response) - return False - - @classmethod - def rollback_job_resource(cls, job, federated_response): - rollback_party = [] - failed_party = [] - for dest_role in federated_response.keys(): - for dest_party_id in federated_response[dest_role].keys(): - retcode = federated_response[dest_role][dest_party_id]["code"] - if retcode == ReturnCode.Base.SUCCESS: - rollback_party.append({"role": dest_role, "party_id": [dest_party_id]}) - else: - failed_party.append({"role": dest_role, "party_id": [dest_party_id]}) - schedule_logger(job.f_job_id).info("job apply resource failed on {}, rollback {}".format(failed_party, - rollback_party)) - if rollback_party: - return_status_code, federated_response = FederatedScheduler.resource_for_job( - job_id=job.f_job_id, - roles=rollback_party, - operation_type=ResourceOperation.RETURN.value - ) - if return_status_code != FederatedSchedulingStatusCode.SUCCESS: - schedule_logger(job.f_job_id).info(f"job return resource failed:\n{federated_response}") - else: - schedule_logger(job.f_job_id).info("job no party should be rollback resource") - - @classmethod - def schedule_waiting_jobs(cls, job: ScheduleJob): - if job.f_cancel_signal: - FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, - job_info={"job_id": job.f_job_id, "status": JobStatus.CANCELED}) - ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": JobStatus.CANCELED}) - schedule_logger(job.f_job_id).info("job have cancel signal") - return - status = cls.apply_job_resource(job) - if status: - cls.start_job(job_id=job.f_job_id, roles=job.f_parties) - - def schedule_running_job(self, job: ScheduleJob, force_sync_status=False): - schedule_logger(job.f_job_id).info("scheduling running job") - job_parser = FlowHub.load_job_parser(DAGSchema(**job.f_dag)) - task_scheduling_status_code, auto_rerun_tasks, tasks = TaskScheduler.schedule( - job=job, job_parser=job_parser, - canceled=job.f_cancel_signal, - dag_schema=DAGSchema(**job.f_dag) - ) - tasks_status = dict([(task.f_task_name, task.f_status) for task in tasks]) - schedule_logger(job_id=job.f_job_id).info(f"task_scheduling_status_code: {task_scheduling_status_code}, " - f"tasks_status: {tasks_status.values()}") - new_job_status = self.calculate_job_status(task_scheduling_status_code=task_scheduling_status_code, tasks_status=tasks_status.values()) - if new_job_status == JobStatus.WAITING and job.f_cancel_signal: - new_job_status = JobStatus.CANCELED - total, finished_count = self.calculate_job_progress(tasks_status=tasks_status) - new_progress = float(finished_count) / total * 100 - schedule_logger(job.f_job_id).info(f"job status is {new_job_status}, calculate by task status list: {tasks_status}") - if new_job_status != job.f_status or new_progress != job.f_progress: - # Make sure to update separately, because these two fields update with anti-weight logic - if int(new_progress) - job.f_progress > 0: - job.f_progress = new_progress - FederatedScheduler.update_job(job_id=job.f_job_id, - roles=job.f_parties, - command_body={"job_id": job.f_job_id, "progress": job.f_progress}) - self.update_job_on_scheduler(schedule_job=job, update_fields=["progress"]) - if new_job_status != job.f_status: - job.f_status = new_job_status - if EndStatus.contains(job.f_status): - FederatedScheduler.save_pipelined_model(job_id=job.f_job_id, roles=job.f_parties) - FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, - job_info={"job_id": job.f_job_id, - "status": job.f_status}) - self.update_job_on_scheduler(schedule_job=job, update_fields=["status"]) - if EndStatus.contains(job.f_status): - self.finish(job=job, end_status=job.f_status) - if auto_rerun_tasks: - schedule_logger(job.f_job_id).info("job have auto rerun tasks") - self.set_job_rerun(job_id=job.f_job_id, tasks=auto_rerun_tasks, auto=True) - if force_sync_status: - FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_roles, status=job.f_status, - job_info=job.to_human_model_dict()) - schedule_logger(job.f_job_id).info("finish scheduling running job") - - def schedule_rerun_job(self, job): - if EndStatus.contains(job.f_status): - job.f_status = JobStatus.WAITING - schedule_logger(job.f_job_id).info("job has been finished, set waiting to rerun") - status, response = FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, - job_info={"job_id": job.f_job_id, - "status": job.f_status}) - if status == FederatedSchedulingStatusCode.SUCCESS: - schedule_utils.rerun_signal(job_id=job.f_job_id, set_or_reset=False) - schedule_logger(job.f_job_id).info("job set waiting to rerun successfully") - ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": job.f_status}) - else: - schedule_logger(job.f_job_id).info("job set waiting to rerun failed") - else: - schedule_utils.rerun_signal(job_id=job.f_job_id, set_or_reset=False) - self.schedule_running_job(job) - - @classmethod - def calculate_job_status(cls, task_scheduling_status_code, tasks_status): - tmp_status_set = set(tasks_status) - if TaskStatus.PASS in tmp_status_set: - tmp_status_set.remove(TaskStatus.PASS) - tmp_status_set.add(TaskStatus.SUCCESS) - if len(tmp_status_set) == 1: - return tmp_status_set.pop() - else: - if TaskStatus.RUNNING in tmp_status_set: - return JobStatus.RUNNING - if TaskStatus.WAITING in tmp_status_set: - if task_scheduling_status_code == SchedulingStatusCode.HAVE_NEXT: - return JobStatus.RUNNING - else: - pass - for status in sorted(InterruptStatus.status_list(), key=lambda s: StatusSet.get_level(status=s), reverse=True): - if status in tmp_status_set: - return status - if tmp_status_set == {TaskStatus.WAITING, TaskStatus.SUCCESS} and task_scheduling_status_code == SchedulingStatusCode.NO_NEXT: - return JobStatus.CANCELED - - raise Exception("calculate job status failed, all task status: {}".format(tasks_status)) - - @classmethod - def calculate_job_progress(cls, tasks_status): - total = 0 - finished_count = 0 - for task_status in tasks_status.values(): - total += 1 - if EndStatus.contains(task_status): - finished_count += 1 - return total, finished_count - - @classmethod - def start_job(cls, job_id, roles): - schedule_logger(job_id).info(f"start job {job_id}") - status_code, response = FederatedScheduler.start_job(job_id, roles) - schedule_logger(job_id).info(f"start job {job_id} status code: {status_code}, response: {response}") - ScheduleJobSaver.update_job_status(job_info={"job_id": job_id, "status": StatusSet.RUNNING}) + return RuntimeConfig.SCHEDULER.run_do() @classmethod def stop_job(cls, job_id, stop_status): - schedule_logger(job_id).info(f"request stop job with {stop_status}") - jobs = ScheduleJobSaver.query_job(job_id=job_id) - if len(jobs) > 0: - if stop_status == JobStatus.CANCELED: - schedule_logger(job_id).info("cancel job") - set_cancel_status = schedule_utils.cancel_signal(job_id=job_id, set_or_reset=True) - schedule_logger(job_id).info(f"set job cancel signal {set_cancel_status}") - job = jobs[0] - job.f_status = stop_status - schedule_logger(job_id).info(f"request stop job with {stop_status} to all party") - status_code, response = FederatedScheduler.stop_job(job_id=job_id, roles=job.f_parties) - if status_code == FederatedSchedulingStatusCode.SUCCESS: - schedule_logger(job_id).info(f"stop job with {stop_status} successfully") - return ReturnCode.Base.SUCCESS, "success" - else: - tasks_group = ScheduleJobSaver.get_status_tasks_asc(job_id=job.f_job_id) - for task in tasks_group.values(): - TaskScheduler.collect_task_of_all_party(job, task=task, set_status=stop_status) - schedule_logger(job_id).info(f"stop job with {stop_status} failed, {response}") - return ReturnCode.Job.KILL_FAILED, json_dumps(response) - else: - return ReturnCode.Job.NOT_FOUND, "job not found" - - @classmethod - @DB.connection_context() - def end_scheduling_updates(cls, job_id): - operate = ScheduleJob.update({ - ScheduleJob.f_end_scheduling_updates: ScheduleJob.f_end_scheduling_updates + 1} - ).where( - ScheduleJob.f_job_id == job_id, - ScheduleJob.f_end_scheduling_updates < JobDefaultConfig.end_status_job_scheduling_updates - ) - update_status = operate.execute() > 0 - return update_status - - @classmethod - def update_job_on_scheduler(cls, schedule_job: ScheduleJob, update_fields: list): - schedule_logger(schedule_job.f_job_id).info(f"try to update job {update_fields} on scheduler") - jobs = ScheduleJobSaver.query_job(job_id=schedule_job.f_job_id) - if not jobs: - raise Exception("Failed to update job status on scheduler") - job_info = schedule_job.to_human_model_dict(only_primary_with=update_fields) - for field in update_fields: - job_info[field] = getattr(schedule_job, "f_%s" % field) - if "status" in update_fields: - ScheduleJobSaver.update_job_status(job_info=job_info) - ScheduleJobSaver.update_job(job_info=job_info) - schedule_logger(schedule_job.f_job_id).info(f"update job {update_fields} on scheduler finished") - - @classmethod - def set_job_rerun(cls, job_id, auto, force=False, tasks: typing.List[ScheduleTaskStatus] = None, - component_name: typing.Union[str, list] = None): - schedule_logger(job_id).info(f"try to rerun job {job_id}") - jobs = ScheduleJobSaver.query_job(job_id=job_id) - if not jobs: - raise RuntimeError(f"can not found job {job_id}") - job = jobs[0] - if tasks: - schedule_logger(job_id).info(f"require {[task.f_task_name for task in tasks]} to rerun") - else: - # todo: get_need_revisit_nodes - tasks = ScheduleJobSaver.query_task(job_id=job_id, status=TaskStatus.CANCELED, scheduler_status=True) - job_can_rerun = any([TaskController.prepare_rerun_task( - job=job, task=task, auto=auto, force=force, - ) for task in tasks]) - schedule_logger(job_id).info("job set rerun signal") - status = schedule_utils.rerun_signal(job_id=job_id, set_or_reset=True) - schedule_logger(job_id).info(f"job set rerun signal {'successfully' if status else 'failed'}") - return True + return RuntimeConfig.SCHEDULER.stop_job(job_id, stop_status) @classmethod - def finish(cls, job, end_status): - schedule_logger(job.f_job_id).info(f"job finished with {end_status}, do something...") - cls.stop_job(job_id=job.f_job_id, stop_status=end_status) - # todo: clean job - schedule_logger(job.f_job_id).info(f"job finished with {end_status}, done") + def rerun_job(cls, job_id, auto, tasks: typing.List[ScheduleTaskStatus] = None): + return RuntimeConfig.SCHEDULER.rerun_job(job_id, auto, tasks) diff --git a/python/fate_flow/scheduler/task_scheduler.py b/python/fate_flow/scheduler/task_scheduler.py deleted file mode 100644 index 1e7de8bea..000000000 --- a/python/fate_flow/scheduler/task_scheduler.py +++ /dev/null @@ -1,195 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -from fate_flow.entity.spec import DAGSchema -from fate_flow.entity.types import FederatedCommunicationType, StatusSet, TaskStatus, InterruptStatus, EndStatus, \ - AutoRerunStatus, ResourceOperation -from fate_flow.entity.code import ReturnCode, FederatedSchedulingStatusCode, SchedulingStatusCode -from fate_flow.scheduler.federated_scheduler import FederatedScheduler -from fate_flow.operation.job_saver import ScheduleJobSaver -from fate_flow.utils.log_utils import schedule_logger - - -class TaskScheduler(object): - @classmethod - def schedule(cls, job, job_parser, dag_schema: DAGSchema, canceled=False): - schedule_logger(job.f_job_id).info("scheduling job tasks") - tasks_group = ScheduleJobSaver.get_status_tasks_asc(job_id=job.f_job_id) - waiting_tasks = {} - auto_rerun_tasks = [] - job_interrupt = False - for task in tasks_group.values(): - if task.f_sync_type == FederatedCommunicationType.POLL: - cls.collect_task_of_all_party(job=job, task=task) - else: - pass - new_task_status = cls.get_federated_task_status(job_id=task.f_job_id, task_id=task.f_task_id, - task_version=task.f_task_version) - task_interrupt = False - task_status_have_update = False - if new_task_status != task.f_status: - task_status_have_update = True - schedule_logger(job.f_job_id).info(f"sync task status {task.f_status} to {new_task_status}") - task.f_status = new_task_status - FederatedScheduler.sync_task_status(task_id=task.f_task_id, command_body={"status": task.f_status}) - ScheduleJobSaver.update_task_status(task.to_human_model_dict(), scheduler_status=True) - if InterruptStatus.contains(new_task_status): - task_interrupt = True - job_interrupt = True - if task.f_status == TaskStatus.WAITING: - waiting_tasks[task.f_task_name] = task - elif task_status_have_update and EndStatus.contains(task.f_status) or task_interrupt: - schedule_logger(task.f_job_id).info(f"stop task with status: {task.f_status}") - FederatedScheduler.stop_task(task_id=task.f_task_id, command_body={"status": task.f_status}) - if not canceled and AutoRerunStatus.contains(task.f_status): - if task.f_auto_retries > 0: - auto_rerun_tasks.append(task) - schedule_logger(job.f_job_id).info(f"task {task.f_task_id} {task.f_status} will be retried") - else: - schedule_logger(job.f_job_id).info(f"task {task.f_task_id} {task.f_status} has no retry count") - - scheduling_status_code = SchedulingStatusCode.NO_NEXT - schedule_logger(job.f_job_id).info(f"canceled status {canceled}, job interrupt status {job_interrupt}") - if not canceled and not job_interrupt: - for task_id, waiting_task in waiting_tasks.items(): - dependent_tasks = job_parser.infer_dependent_tasks( - dag_schema.dag.tasks[waiting_task.f_task_name].inputs - ) - schedule_logger(job.f_job_id).info(f"task {waiting_task.f_task_name} dependent tasks:{dependent_tasks}") - for task_name in dependent_tasks: - dependent_task = tasks_group[task_name] - if dependent_task.f_status != TaskStatus.SUCCESS: - break - else: - scheduling_status_code = SchedulingStatusCode.HAVE_NEXT - status_code = cls.start_task(job=job, task=waiting_task) - if status_code == SchedulingStatusCode.NO_RESOURCE: - schedule_logger(job.f_job_id).info(f"task {waiting_task.f_task_id} can not apply resource, wait for the next round of scheduling") - break - elif status_code == SchedulingStatusCode.FAILED: - schedule_logger(job.f_job_id).info(f"task status code: {status_code}") - scheduling_status_code = SchedulingStatusCode.FAILED - waiting_task.f_status = StatusSet.FAILED - FederatedScheduler.sync_task_status(task_id=waiting_task.f_task_id, command_body={ - "status": waiting_task.f_status}) - break - else: - schedule_logger(job.f_job_id).info("have cancel signal, pass start job tasks") - schedule_logger(job.f_job_id).info("finish scheduling job tasks") - return scheduling_status_code, auto_rerun_tasks, tasks_group.values() - - @classmethod - def start_task(cls, job, task): - schedule_logger(task.f_job_id).info("try to start task {} {}".format(task.f_task_id, task.f_task_version)) - # apply resource for task - apply_status = cls.apply_task_resource(task, job) - if not apply_status: - return SchedulingStatusCode.NO_RESOURCE - task.f_status = TaskStatus.RUNNING - ScheduleJobSaver.update_task_status( - task_info=task.to_human_model_dict(only_primary_with=["status"]), scheduler_status=True - ) - schedule_logger(task.f_job_id).info("start task {} {}".format(task.f_task_id, task.f_task_version)) - FederatedScheduler.sync_task_status(task_id=task.f_task_id, command_body={"status": task.f_status}) - ScheduleJobSaver.update_task_status(task.to_human_model_dict(), scheduler_status=True) - status_code, response = FederatedScheduler.start_task(task_id=task.f_task_id) - if status_code == FederatedSchedulingStatusCode.SUCCESS: - return SchedulingStatusCode.SUCCESS - else: - return SchedulingStatusCode.FAILED - - @classmethod - def apply_task_resource(cls, task, job): - apply_status_code, federated_response = FederatedScheduler.resource_for_task( - task_id=task.f_task_id, - operation_type=ResourceOperation.APPLY.value - ) - if apply_status_code == FederatedSchedulingStatusCode.SUCCESS: - return True - else: - # rollback resource - rollback_party = [] - failed_party = [] - for dest_role in federated_response.keys(): - for dest_party_id in federated_response[dest_role].keys(): - retcode = federated_response[dest_role][dest_party_id]["code"] - if retcode == ReturnCode.Base.SUCCESS: - rollback_party.append({"role": dest_role, "party_id": [dest_party_id]}) - else: - failed_party.append({"role": dest_role, "party_id": [dest_party_id]}) - schedule_logger(job.f_job_id).info("task apply resource failed on {}, rollback {}".format(failed_party, - rollback_party)) - if rollback_party: - return_status_code, federated_response = FederatedScheduler.resource_for_task( - task_id=task.f_task_id, - roles=rollback_party, - operation_type=ResourceOperation.RETURN.value - ) - if return_status_code != FederatedSchedulingStatusCode.SUCCESS: - schedule_logger(job.f_job_id).info(f"task return resource failed:\n{federated_response}") - else: - schedule_logger(job.f_job_id).info("task no party should be rollback resource") - return False - - @classmethod - def collect_task_of_all_party(cls, job, task, set_status=None): - tasks_on_all_party = ScheduleJobSaver.query_task(task_id=task.f_task_id, task_version=task.f_task_version) - # tasks_status_on_all = set([task.f_status for task in tasks_on_all_party]) - # if not len(tasks_status_on_all) > 1 and TaskStatus.RUNNING not in tasks_status_on_all: - # return - status, federated_response = FederatedScheduler.collect_task(task_id=task.f_task_id) - if status != FederatedSchedulingStatusCode.SUCCESS: - schedule_logger(job.f_job_id).warning(f"collect task {task.f_task_id} {task.f_task_version} failed") - for _role in federated_response.keys(): - for _party_id, party_response in federated_response[_role].items(): - if party_response["code"] == ReturnCode.Base.SUCCESS: - schedule_logger(job.f_job_id).info(f"collect party id {_party_id} task info: {party_response['data']}") - ScheduleJobSaver.update_task_status(task_info=party_response["data"]) - elif set_status: - tmp_task_info = { - "job_id": task.f_job_id, - "task_id": task.f_task_id, - "task_version": task.f_task_version, - "role": _role, - "party_id": _party_id, - "party_status": set_status - } - ScheduleJobSaver.update_task_status(task_info=tmp_task_info) - - @classmethod - def get_federated_task_status(cls, job_id, task_id, task_version): - tasks_on_all_party = ScheduleJobSaver.query_task(task_id=task_id, task_version=task_version) - tasks_party_status = [task.f_status for task in tasks_on_all_party] - status = cls.calculate_multi_party_task_status(tasks_party_status) - schedule_logger(job_id=job_id).info("task {} {} status is {}, calculate by task party status list: {}".format(task_id, task_version, status, tasks_party_status)) - return status - - @classmethod - def calculate_multi_party_task_status(cls, tasks_party_status): - tmp_status_set = set(tasks_party_status) - if TaskStatus.PASS in tmp_status_set: - tmp_status_set.remove(TaskStatus.PASS) - tmp_status_set.add(TaskStatus.SUCCESS) - if len(tmp_status_set) == 1: - return tmp_status_set.pop() - else: - for status in sorted(InterruptStatus.status_list(), key=lambda s: StatusSet.get_level(status=s), reverse=True): - if status in tmp_status_set: - return status - if TaskStatus.RUNNING in tmp_status_set: - return TaskStatus.RUNNING - if TaskStatus.SUCCESS in tmp_status_set: - return TaskStatus.RUNNING - raise Exception("Calculate task status failed: {}".format(tasks_party_status)) diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index ffd81add2..32553c5a1 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -14,7 +14,7 @@ # limitations under the License. # import marshmallow -from flask import jsonify +from flask import jsonify, send_file from webargs.flaskparser import parser @@ -58,6 +58,10 @@ def json(code=ReturnCode.Base.SUCCESS, message='success', data=None, job_id=None response[key] = value return jsonify(response) + @staticmethod + def file(path_or_file, attachment_filename, as_attachment): + return send_file(path_or_file, attachment_filename=attachment_filename, as_attachment=as_attachment) + @staticmethod def server_error_response(e): stat_logger.exception(e) From 8d7e7c910909a44fded47f12701c08f4c54188f0 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 25 Apr 2023 18:30:45 +0800 Subject: [PATCH 079/482] fateflow: init flow sdk Signed-off-by: zhihuiwan <15779896112@163.com> --- python/sdk/client/__init__.py | 28 ++++++ python/sdk/client/api/__init__.py | 16 ++++ python/sdk/client/api/base.py | 52 ++++++++++ python/sdk/client/api/job.py | 34 +++++++ python/sdk/client/base.py | 120 ++++++++++++++++++++++++ python/sdk/client/utils/params_utils.py | 21 +++++ python/sdk/setup.py | 46 +++++++++ 7 files changed, 317 insertions(+) create mode 100644 python/sdk/client/__init__.py create mode 100644 python/sdk/client/api/__init__.py create mode 100644 python/sdk/client/api/base.py create mode 100644 python/sdk/client/api/job.py create mode 100644 python/sdk/client/base.py create mode 100644 python/sdk/client/utils/params_utils.py create mode 100644 python/sdk/setup.py diff --git a/python/sdk/client/__init__.py b/python/sdk/client/__init__.py new file mode 100644 index 000000000..09b05011e --- /dev/null +++ b/python/sdk/client/__init__.py @@ -0,0 +1,28 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +__version__ = "2.0.0-beta" + + +from sdk.client.base import BaseFlowClient +from sdk.client import api + + +class FlowClient(BaseFlowClient): + job = api.Job() + + def __init__(self, ip, port, version="v2", app_id=None, app_token=None, user_name=""): + super().__init__(ip, port, version, app_id=app_id, app_token=app_token, user_name=user_name) + self.API_BASE_URL = 'http://%s:%s/%s/' % (ip, port, version) diff --git a/python/sdk/client/api/__init__.py b/python/sdk/client/api/__init__.py new file mode 100644 index 000000000..3102681b5 --- /dev/null +++ b/python/sdk/client/api/__init__.py @@ -0,0 +1,16 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from sdk.client.api.job import Job diff --git a/python/sdk/client/api/base.py b/python/sdk/client/api/base.py new file mode 100644 index 000000000..17fbbec61 --- /dev/null +++ b/python/sdk/client/api/base.py @@ -0,0 +1,52 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + + +class BaseFlowAPI: + + def __init__(self, client=None): + self._client = client + + def _get(self, url, handle_result=True, **kwargs): + if handle_result: + return self._handle_result(self._client.get(url, **kwargs)) + else: + return self._client.get(url, **kwargs) + + def _post(self, url, handle_result=True, **kwargs): + if handle_result: + return self._handle_result(self._client.post(url, **kwargs)) + else: + return self._client.post(url, **kwargs) + + def _handle_result(self, response): + return self._client._handle_result(response) + + @property + def session(self): + return self._client.session + + @property + def ip(self): + return self._client.ip + + @property + def port(self): + return self._client.port + + @property + def version(self): + return self._client.version diff --git a/python/sdk/client/api/job.py b/python/sdk/client/api/job.py new file mode 100644 index 000000000..834bf8998 --- /dev/null +++ b/python/sdk/client/api/job.py @@ -0,0 +1,34 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from sdk.client.api.base import BaseFlowAPI +from sdk.client.utils.params_utils import filter_invalid_params + + +class Job(BaseFlowAPI): + def submit(self, dag_schema): + return self._post(url='job/submit', json={ + 'dag_schema': dag_schema, + }) + + def query(self, job_id=None, role=None, party_id=None, status=None): + kwargs = locals() + params = filter_invalid_params(**kwargs) + return self._get(url='job/query', params=params) + + def stop(self, job_id): + kwargs = locals() + data = filter_invalid_params(**kwargs) + return self._post(url='job/stop', json=data) diff --git a/python/sdk/client/base.py b/python/sdk/client/base.py new file mode 100644 index 000000000..d9f436d25 --- /dev/null +++ b/python/sdk/client/base.py @@ -0,0 +1,120 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import hashlib +import inspect +import json +import random +import sys +import time +import traceback + +import requests + +from sdk.client.api.base import BaseFlowAPI + + +def _is_api_endpoint(obj): + return isinstance(obj, BaseFlowAPI) + + +class BaseFlowClient: + API_BASE_URL = '' + + def __new__(cls, *args, **kwargs): + self = super().__new__(cls) + api_endpoints = inspect.getmembers(self, _is_api_endpoint) + for name, api in api_endpoints: + api_cls = type(api) + api = api_cls(self) + setattr(self, name, api) + return self + + def __init__(self, ip, port, version, app_id=None, app_token=None, user_name=""): + self._http = requests.Session() + self.ip = ip + self.port = port + self.version = version + + self.app_id = app_id if app_id and app_id else None + self.app_token = app_token if app_token and app_token else None + self.user_name = user_name + + def _request(self, method, uri, **kwargs): + stream = kwargs.pop('stream', self._http.stream) + prepped = requests.Request(method, self.API_BASE_URL + uri, **kwargs).prepare() + + if self._signature_headers: + prepped.headers.update(self._signature_headers) + + try: + response = self._http.send(prepped, stream=stream) + except Exception as e: + response = { + 'retcode': 100, + 'retmsg': str(e), + } + + if 'connection refused' in response['retmsg'].lower(): + response['retmsg'] = 'Connection refused, Please check if the fate flow service is started' + else: + exc_type, exc_value, exc_traceback_obj = sys.exc_info() + response['traceback'] = traceback.format_exception(exc_type, exc_value, exc_traceback_obj) + + return response + + @staticmethod + def _decode_result(response): + try: + result = json.loads(response.content.decode('utf-8', 'ignore'), strict=False) + except (TypeError, ValueError): + return response + else: + return result + + def _handle_result(self, response): + if isinstance(response, requests.models.Response): + return response.json() + elif isinstance(response, dict): + return response + else: + return self._decode_result(response) + + @property + def _signature_headers(self): + if self.app_id and self.app_token: + nonce, timestamp, sign = self.generate_signature_params() + return { + "app_id": self.app_id, + "user_name": self.user_name, + "nonce": nonce, + "timestamp": timestamp, + "signature": sign + } + else: + return {} + + def generate_signature_params(self): + nonce = str(random.randint(10000, 99999)) + timestamp = str(int(time.time())) + temp = hashlib.md5(str(self.app_id + self.user_name + nonce + timestamp).encode("utf8")).hexdigest().lower() + sign = hashlib.md5(str(temp + self.app_token).encode("utf8")).hexdigest().lower() + return nonce, timestamp, sign + + def get(self, uri, **kwargs): + return self._request(method='get', uri=uri, **kwargs) + + def post(self, uri, **kwargs): + return self._request(method='post', uri=uri, **kwargs) diff --git a/python/sdk/client/utils/params_utils.py b/python/sdk/client/utils/params_utils.py new file mode 100644 index 000000000..babb86ad2 --- /dev/null +++ b/python/sdk/client/utils/params_utils.py @@ -0,0 +1,21 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +def filter_invalid_params(self, value=None, **kwargs): + _p = {} + for _k, _v in kwargs.items(): + if _v is not value: + _p[_k] = _v + return _p diff --git a/python/sdk/setup.py b/python/sdk/setup.py new file mode 100644 index 000000000..fca2672ed --- /dev/null +++ b/python/sdk/setup.py @@ -0,0 +1,46 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# -*- coding: utf-8 -*- + +from setuptools import find_packages, setup + +import client + +packages = find_packages(".") +package_data = {"": ["*"]} + +install_requires = [ +] + + +setup_kwargs = { + "name": "fate-client", + "version": client.__version__, + "description": "SDK for FATE Flow", + "long_description_content_type": "text/markdown", + "long_description": "SDK for FATE Flow", + "author": "FederatedAI", + "author_email": "contact@FedAI.org", + "maintainer": None, + "maintainer_email": None, + "url": "https://fate.fedai.org/", + "packages": packages, + "include_package_data": True, + "install_requires": install_requires, + "python_requires": ">=3.8", +} + + +setup(**setup_kwargs) From ebff5f7fa3363c62a87acb1487a480377859ed7a Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 25 Apr 2023 21:19:02 +0800 Subject: [PATCH 080/482] flow sdk: update job sdk Signed-off-by: zhihuiwan <15779896112@163.com> --- python/sdk/client/__init__.py | 2 +- python/sdk/client/api/base.py | 52 ------------ python/sdk/client/api/job.py | 126 ++++++++++++++++++++++++++-- python/sdk/client/api/task.py | 24 ++++++ python/sdk/client/base.py | 38 ++++++++- python/sdk/client/utils/io_utils.py | 40 +++++++++ 6 files changed, 220 insertions(+), 62 deletions(-) delete mode 100644 python/sdk/client/api/base.py create mode 100644 python/sdk/client/api/task.py create mode 100644 python/sdk/client/utils/io_utils.py diff --git a/python/sdk/client/__init__.py b/python/sdk/client/__init__.py index 09b05011e..a0e518969 100644 --- a/python/sdk/client/__init__.py +++ b/python/sdk/client/__init__.py @@ -25,4 +25,4 @@ class FlowClient(BaseFlowClient): def __init__(self, ip, port, version="v2", app_id=None, app_token=None, user_name=""): super().__init__(ip, port, version, app_id=app_id, app_token=app_token, user_name=user_name) - self.API_BASE_URL = 'http://%s:%s/%s/' % (ip, port, version) + self.API_BASE_URL = 'http://%s:%s/%s' % (ip, port, version) diff --git a/python/sdk/client/api/base.py b/python/sdk/client/api/base.py deleted file mode 100644 index 17fbbec61..000000000 --- a/python/sdk/client/api/base.py +++ /dev/null @@ -1,52 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# - - -class BaseFlowAPI: - - def __init__(self, client=None): - self._client = client - - def _get(self, url, handle_result=True, **kwargs): - if handle_result: - return self._handle_result(self._client.get(url, **kwargs)) - else: - return self._client.get(url, **kwargs) - - def _post(self, url, handle_result=True, **kwargs): - if handle_result: - return self._handle_result(self._client.post(url, **kwargs)) - else: - return self._client.post(url, **kwargs) - - def _handle_result(self, response): - return self._client._handle_result(response) - - @property - def session(self): - return self._client.session - - @property - def ip(self): - return self._client.ip - - @property - def port(self): - return self._client.port - - @property - def version(self): - return self._client.version diff --git a/python/sdk/client/api/job.py b/python/sdk/client/api/job.py index 834bf8998..8754630b1 100644 --- a/python/sdk/client/api/job.py +++ b/python/sdk/client/api/job.py @@ -13,22 +13,134 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from sdk.client.api.base import BaseFlowAPI +from typing import Dict, Union + +from requests.models import Response + +from sdk.client.base import BaseFlowAPI +from sdk.client.utils.io_utils import download_from_request from sdk.client.utils.params_utils import filter_invalid_params class Job(BaseFlowAPI): - def submit(self, dag_schema): - return self._post(url='job/submit', json={ + def submit(self, dag_schema: Dict): + """ + Submit job + + Args: + dag_schema: job config + + Returns: + {"code":0,"data":{xxx},"job_id":"xxx","message":"success"} + """ + return self._post(url='/job/submit', json={ 'dag_schema': dag_schema, }) - def query(self, job_id=None, role=None, party_id=None, status=None): + def query(self, job_id: str = None, role: str = None, party_id: str = None, status: str = None): + """ + Query job details + + Args: + job_id: job id. + role: role, such as: "guest", "host" + party_id: party id, such as: "9999", "10000" + status: job status, such as: "success", "failed" + + Returns: + {'code': 0, 'message': 'success', 'data': [{...}, {...}] + """ kwargs = locals() params = filter_invalid_params(**kwargs) - return self._get(url='job/query', params=params) + return self._get(url='/job/query', params=params) + + def stop(self, job_id: str = None): + """ + Stop job + + Args: + job_id: job id. + + Returns: + {'code': 0, 'message': 'success'} + """ + kwargs = locals() + data = filter_invalid_params(**kwargs) + return self._post(url='/job/stop', json=data) + + def rerun(self, job_id: str = None): + """ + You can try to rerun a job when it was failed - def stop(self, job_id): + Args: + job_id: job id. + + Returns: + {'code': 0, 'message': 'success'} + """ + kwargs = locals() + data = filter_invalid_params(**kwargs) + return self._post(url='/job/rerun', json=data) + + def query_job_list( + self, + limit: int = None, + page: int = None, + job_id: str = None, + description: str = None, + party_id: str = None, + role: str = None, + status: str = None, + order_by: str = None, + order: str = None + ): + """ + Show job list on client job page，You can get the job list through this interface on your job page + + Args: + limit: job count of per page， use with the parameter "page". + page: job page num， use with the parameter "limit". + job_id: fuzzy matching by job id. + description: fuzzy matching by description. + party_id: party id, such as: "9999", "10000" + role: role info, such as: "guest", "host", "arbiter" + status: job status, such as: "success", "failed" + order_by: sort by job field, default "create_time" + order: default "desc" + + Returns: + {"code": 0, "message": "success", "data": {"count": 100, "data": [{...}, {...}]}} + """ kwargs = locals() data = filter_invalid_params(**kwargs) - return self._post(url='job/stop', json=data) + return self._get(url='/job/list/query', params=data) + + def download_log(self, job_id: str, path: str = None) -> Union[str, Response]: + """ + Download this job logs, If the parameter of "path" is passed, it will be downloaded to the local path, + otherwise it will return "requests.models.Response" + + Args: + job_id (str): job id, + path (str): absolute path of download, such as: /data/projects/fate/fateflow/download/ + + Returns: + 'requests.models.Response' if the parameter of "path" is passed and the request is successful; + 'str' if the parameter of "path" is not passed， such as: "download success, please check the path xxx" + """ + kwargs = locals() + _path = kwargs.pop("path", None) + data = filter_invalid_params(**kwargs) + resp = self._post(url='/job/log/download', handle_result=False, json=data) + if _path: + # download to local dir + return download_from_request(resp, _path) + else: + # return data stream + return resp + + def queue_clean(self): + """ + Clean up the job queue: change the status of "waiting" jobs to "canceled" + """ + return self._post(url='/job/queue/clean') diff --git a/python/sdk/client/api/task.py b/python/sdk/client/api/task.py new file mode 100644 index 000000000..e03733bc8 --- /dev/null +++ b/python/sdk/client/api/task.py @@ -0,0 +1,24 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from sdk.client.base import BaseFlowAPI +from sdk.client.utils.params_utils import filter_invalid_params + + +class Task(BaseFlowAPI): + def query(self, job_id: str = None, role: str = None, party_id: str = None, task_name: str = None, + status: str = None, task_id: str = None, task_version: int = None): + # todo: + return self._post(url='/job/task/query') diff --git a/python/sdk/client/base.py b/python/sdk/client/base.py index d9f436d25..ead3350c1 100644 --- a/python/sdk/client/base.py +++ b/python/sdk/client/base.py @@ -23,8 +23,6 @@ import requests -from sdk.client.api.base import BaseFlowAPI - def _is_api_endpoint(obj): return isinstance(obj, BaseFlowAPI) @@ -118,3 +116,39 @@ def get(self, uri, **kwargs): def post(self, uri, **kwargs): return self._request(method='post', uri=uri, **kwargs) + + +class BaseFlowAPI: + def __init__(self, client=None): + self._client = client + + def _get(self, url, handle_result=True, **kwargs): + if handle_result: + return self._handle_result(self._client.get(url, **kwargs)) + else: + return self._client.get(url, **kwargs) + + def _post(self, url, handle_result=True, **kwargs): + if handle_result: + return self._handle_result(self._client.post(url, **kwargs)) + else: + return self._client.post(url, **kwargs) + + def _handle_result(self, response): + return self._client._handle_result(response) + + @property + def session(self): + return self._client.session + + @property + def ip(self): + return self._client.ip + + @property + def port(self): + return self._client.port + + @property + def version(self): + return self._client.version \ No newline at end of file diff --git a/python/sdk/client/utils/io_utils.py b/python/sdk/client/utils/io_utils.py new file mode 100644 index 000000000..696876339 --- /dev/null +++ b/python/sdk/client/utils/io_utils.py @@ -0,0 +1,40 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import os +import tarfile +import uuid +from tempfile import TemporaryDirectory + + +def download_from_request(http_response, download_path): + try: + with TemporaryDirectory() as output_tmp_dir: + path = os.path.join(output_tmp_dir, str(uuid.uuid1())) + with open(path, 'wb') as fw: + for chunk in http_response.iter_content(1024): + if chunk: + fw.write(chunk) + tar = tarfile.open(path, "r:gz") + file_names = tar.getnames() + for file_name in file_names: + tar.extract(file_name, download_path) + tar.close() + return f"download success, please check the path: {download_path}" + except: + try: + return f"download failed, {http_response.json()}" + except: + return f"download failed, {http_response.text}" + From 1e106f5073a7d109c3eba363354f09cf9cccc4e5 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 25 Apr 2023 21:19:27 +0800 Subject: [PATCH 081/482] fateflow: fix log Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/job_controller.py | 2 +- python/fate_flow/entity/spec/_flow_task.py | 12 +++--------- 2 files changed, 4 insertions(+), 10 deletions(-) diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 411527ad7..9248df342 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -199,7 +199,7 @@ def query_job_list(cls, limit, page, job_id, description, partner, party_id, rol if status: query["status"] = ('in_', set(status)) by = [] - if by: + if order_by: by.append(order_by) if order: by.append(order) diff --git a/python/fate_flow/entity/spec/_flow_task.py b/python/fate_flow/entity/spec/_flow_task.py index e0f2375f6..d687a5883 100644 --- a/python/fate_flow/entity/spec/_flow_task.py +++ b/python/fate_flow/entity/spec/_flow_task.py @@ -129,8 +129,7 @@ def add_file_handler( component_handlers = [] component_base_path = self.metadata.basepath.joinpath("component") component_base_path.mkdir(parents=True, exist_ok=True) - filters["components"] = {"name": "fate.components"} - filters["ml"] = {"name": "fate.ml"} + filters["components"] = {"name": "fate_flow.components"} for level in levels: handler_name = f"component_{level.lower()}" add_file_handler( @@ -140,16 +139,11 @@ def add_file_handler( ) component_handlers.append(handler_name) component_loggers = { - "fate.components": dict( + "fate_flow.components": dict( handlers=component_handlers, filters=["components"], level=self.metadata.level, - ), - "fate.ml": dict( - handlers=component_handlers, - filters=["ml"], - level=self.metadata.level, - ), + ) } logging.config.dictConfig( From e441df80014aaa1f0c6e3621e1bb53f6c2dc830e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 25 Apr 2023 22:11:56 +0800 Subject: [PATCH 082/482] flow: update sdk Signed-off-by: zhihuiwan <15779896112@163.com> --- .../sdk/{client/__init__.py => flow/_client.py} | 13 +++++-------- .../api/__init__.py => flow/_version.py} | 4 ++-- python/sdk/flow/api/__init__.py | 17 +++++++++++++++++ python/sdk/{client => flow}/api/job.py | 6 +++--- python/sdk/{client => flow}/api/task.py | 3 +-- .../base.py => flow/utils/base_utils.py} | 1 - python/sdk/{client => flow}/utils/io_utils.py | 0 .../sdk/{client => flow}/utils/params_utils.py | 0 python/sdk/setup.py | 6 +++--- 9 files changed, 31 insertions(+), 19 deletions(-) rename python/sdk/{client/__init__.py => flow/_client.py} (79%) rename python/sdk/{client/api/__init__.py => flow/_version.py} (94%) create mode 100644 python/sdk/flow/api/__init__.py rename python/sdk/{client => flow}/api/job.py (96%) rename python/sdk/{client => flow}/api/task.py (89%) rename python/sdk/{client/base.py => flow/utils/base_utils.py} (99%) rename python/sdk/{client => flow}/utils/io_utils.py (100%) rename python/sdk/{client => flow}/utils/params_utils.py (100%) diff --git a/python/sdk/client/__init__.py b/python/sdk/flow/_client.py similarity index 79% rename from python/sdk/client/__init__.py rename to python/sdk/flow/_client.py index a0e518969..d744d8ce8 100644 --- a/python/sdk/client/__init__.py +++ b/python/sdk/flow/_client.py @@ -12,17 +12,14 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. - -__version__ = "2.0.0-beta" - - -from sdk.client.base import BaseFlowClient -from sdk.client import api +from .api import Job, Task +from .utils.base_utils import BaseFlowClient class FlowClient(BaseFlowClient): - job = api.Job() + job = Job() + task = Task() - def __init__(self, ip, port, version="v2", app_id=None, app_token=None, user_name=""): + def __init__(self, ip="127.0.0.1", port=9380, version="v2", app_id=None, app_token=None, user_name=""): super().__init__(ip, port, version, app_id=app_id, app_token=app_token, user_name=user_name) self.API_BASE_URL = 'http://%s:%s/%s' % (ip, port, version) diff --git a/python/sdk/client/api/__init__.py b/python/sdk/flow/_version.py similarity index 94% rename from python/sdk/client/api/__init__.py rename to python/sdk/flow/_version.py index 3102681b5..94458cd0d 100644 --- a/python/sdk/client/api/__init__.py +++ b/python/sdk/flow/_version.py @@ -12,5 +12,5 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -# -from sdk.client.api.job import Job + +__version__ = "2.0.0-beta" diff --git a/python/sdk/flow/api/__init__.py b/python/sdk/flow/api/__init__.py new file mode 100644 index 000000000..de8e33cc6 --- /dev/null +++ b/python/sdk/flow/api/__init__.py @@ -0,0 +1,17 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from .job import Job +from .task import Task diff --git a/python/sdk/client/api/job.py b/python/sdk/flow/api/job.py similarity index 96% rename from python/sdk/client/api/job.py rename to python/sdk/flow/api/job.py index 8754630b1..2ba59ef2d 100644 --- a/python/sdk/client/api/job.py +++ b/python/sdk/flow/api/job.py @@ -17,9 +17,9 @@ from requests.models import Response -from sdk.client.base import BaseFlowAPI -from sdk.client.utils.io_utils import download_from_request -from sdk.client.utils.params_utils import filter_invalid_params +from ..utils.base_utils import BaseFlowAPI +from ..utils.io_utils import download_from_request +from ..utils.params_utils import filter_invalid_params class Job(BaseFlowAPI): diff --git a/python/sdk/client/api/task.py b/python/sdk/flow/api/task.py similarity index 89% rename from python/sdk/client/api/task.py rename to python/sdk/flow/api/task.py index e03733bc8..25ad41292 100644 --- a/python/sdk/client/api/task.py +++ b/python/sdk/flow/api/task.py @@ -13,8 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from sdk.client.base import BaseFlowAPI -from sdk.client.utils.params_utils import filter_invalid_params +from ..utils.base_utils import BaseFlowAPI class Task(BaseFlowAPI): diff --git a/python/sdk/client/base.py b/python/sdk/flow/utils/base_utils.py similarity index 99% rename from python/sdk/client/base.py rename to python/sdk/flow/utils/base_utils.py index ead3350c1..0f5f6f4c5 100644 --- a/python/sdk/client/base.py +++ b/python/sdk/flow/utils/base_utils.py @@ -27,7 +27,6 @@ def _is_api_endpoint(obj): return isinstance(obj, BaseFlowAPI) - class BaseFlowClient: API_BASE_URL = '' diff --git a/python/sdk/client/utils/io_utils.py b/python/sdk/flow/utils/io_utils.py similarity index 100% rename from python/sdk/client/utils/io_utils.py rename to python/sdk/flow/utils/io_utils.py diff --git a/python/sdk/client/utils/params_utils.py b/python/sdk/flow/utils/params_utils.py similarity index 100% rename from python/sdk/client/utils/params_utils.py rename to python/sdk/flow/utils/params_utils.py diff --git a/python/sdk/setup.py b/python/sdk/setup.py index fca2672ed..5bfb118b9 100644 --- a/python/sdk/setup.py +++ b/python/sdk/setup.py @@ -16,7 +16,7 @@ from setuptools import find_packages, setup -import client +import flow packages = find_packages(".") package_data = {"": ["*"]} @@ -26,8 +26,8 @@ setup_kwargs = { - "name": "fate-client", - "version": client.__version__, + "name": "flow-client", + "version": flow.__version__, "description": "SDK for FATE Flow", "long_description_content_type": "text/markdown", "long_description": "SDK for FATE Flow", From 0d881e51af7b5d66d89fbd355aff3697565483f2 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 25 Apr 2023 22:12:02 +0800 Subject: [PATCH 083/482] flow: update sdk Signed-off-by: zhihuiwan <15779896112@163.com> --- python/sdk/flow/__init__.py | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) create mode 100644 python/sdk/flow/__init__.py diff --git a/python/sdk/flow/__init__.py b/python/sdk/flow/__init__.py new file mode 100644 index 000000000..198057891 --- /dev/null +++ b/python/sdk/flow/__init__.py @@ -0,0 +1,16 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from ._client import FlowClient +from ._version import __version__ From e95f75242a9164db5a7836a125d23d5437064a97 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 26 Apr 2023 11:05:48 +0800 Subject: [PATCH 084/482] flow: mv sdk Signed-off-by: zhihuiwan <15779896112@163.com> --- python/sdk/flow/__init__.py | 16 --- python/sdk/flow/_client.py | 25 ----- python/sdk/flow/_version.py | 16 --- python/sdk/flow/api/__init__.py | 17 --- python/sdk/flow/api/job.py | 146 ------------------------ python/sdk/flow/api/task.py | 23 ---- python/sdk/flow/utils/base_utils.py | 153 -------------------------- python/sdk/flow/utils/io_utils.py | 40 ------- python/sdk/flow/utils/params_utils.py | 21 ---- python/sdk/setup.py | 46 -------- 10 files changed, 503 deletions(-) delete mode 100644 python/sdk/flow/__init__.py delete mode 100644 python/sdk/flow/_client.py delete mode 100644 python/sdk/flow/_version.py delete mode 100644 python/sdk/flow/api/__init__.py delete mode 100644 python/sdk/flow/api/job.py delete mode 100644 python/sdk/flow/api/task.py delete mode 100644 python/sdk/flow/utils/base_utils.py delete mode 100644 python/sdk/flow/utils/io_utils.py delete mode 100644 python/sdk/flow/utils/params_utils.py delete mode 100644 python/sdk/setup.py diff --git a/python/sdk/flow/__init__.py b/python/sdk/flow/__init__.py deleted file mode 100644 index 198057891..000000000 --- a/python/sdk/flow/__init__.py +++ /dev/null @@ -1,16 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -from ._client import FlowClient -from ._version import __version__ diff --git a/python/sdk/flow/_client.py b/python/sdk/flow/_client.py deleted file mode 100644 index d744d8ce8..000000000 --- a/python/sdk/flow/_client.py +++ /dev/null @@ -1,25 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -from .api import Job, Task -from .utils.base_utils import BaseFlowClient - - -class FlowClient(BaseFlowClient): - job = Job() - task = Task() - - def __init__(self, ip="127.0.0.1", port=9380, version="v2", app_id=None, app_token=None, user_name=""): - super().__init__(ip, port, version, app_id=app_id, app_token=app_token, user_name=user_name) - self.API_BASE_URL = 'http://%s:%s/%s' % (ip, port, version) diff --git a/python/sdk/flow/_version.py b/python/sdk/flow/_version.py deleted file mode 100644 index 94458cd0d..000000000 --- a/python/sdk/flow/_version.py +++ /dev/null @@ -1,16 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -__version__ = "2.0.0-beta" diff --git a/python/sdk/flow/api/__init__.py b/python/sdk/flow/api/__init__.py deleted file mode 100644 index de8e33cc6..000000000 --- a/python/sdk/flow/api/__init__.py +++ /dev/null @@ -1,17 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -from .job import Job -from .task import Task diff --git a/python/sdk/flow/api/job.py b/python/sdk/flow/api/job.py deleted file mode 100644 index 2ba59ef2d..000000000 --- a/python/sdk/flow/api/job.py +++ /dev/null @@ -1,146 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -from typing import Dict, Union - -from requests.models import Response - -from ..utils.base_utils import BaseFlowAPI -from ..utils.io_utils import download_from_request -from ..utils.params_utils import filter_invalid_params - - -class Job(BaseFlowAPI): - def submit(self, dag_schema: Dict): - """ - Submit job - - Args: - dag_schema: job config - - Returns: - {"code":0,"data":{xxx},"job_id":"xxx","message":"success"} - """ - return self._post(url='/job/submit', json={ - 'dag_schema': dag_schema, - }) - - def query(self, job_id: str = None, role: str = None, party_id: str = None, status: str = None): - """ - Query job details - - Args: - job_id: job id. - role: role, such as: "guest", "host" - party_id: party id, such as: "9999", "10000" - status: job status, such as: "success", "failed" - - Returns: - {'code': 0, 'message': 'success', 'data': [{...}, {...}] - """ - kwargs = locals() - params = filter_invalid_params(**kwargs) - return self._get(url='/job/query', params=params) - - def stop(self, job_id: str = None): - """ - Stop job - - Args: - job_id: job id. - - Returns: - {'code': 0, 'message': 'success'} - """ - kwargs = locals() - data = filter_invalid_params(**kwargs) - return self._post(url='/job/stop', json=data) - - def rerun(self, job_id: str = None): - """ - You can try to rerun a job when it was failed - - Args: - job_id: job id. - - Returns: - {'code': 0, 'message': 'success'} - """ - kwargs = locals() - data = filter_invalid_params(**kwargs) - return self._post(url='/job/rerun', json=data) - - def query_job_list( - self, - limit: int = None, - page: int = None, - job_id: str = None, - description: str = None, - party_id: str = None, - role: str = None, - status: str = None, - order_by: str = None, - order: str = None - ): - """ - Show job list on client job page，You can get the job list through this interface on your job page - - Args: - limit: job count of per page， use with the parameter "page". - page: job page num， use with the parameter "limit". - job_id: fuzzy matching by job id. - description: fuzzy matching by description. - party_id: party id, such as: "9999", "10000" - role: role info, such as: "guest", "host", "arbiter" - status: job status, such as: "success", "failed" - order_by: sort by job field, default "create_time" - order: default "desc" - - Returns: - {"code": 0, "message": "success", "data": {"count": 100, "data": [{...}, {...}]}} - """ - kwargs = locals() - data = filter_invalid_params(**kwargs) - return self._get(url='/job/list/query', params=data) - - def download_log(self, job_id: str, path: str = None) -> Union[str, Response]: - """ - Download this job logs, If the parameter of "path" is passed, it will be downloaded to the local path, - otherwise it will return "requests.models.Response" - - Args: - job_id (str): job id, - path (str): absolute path of download, such as: /data/projects/fate/fateflow/download/ - - Returns: - 'requests.models.Response' if the parameter of "path" is passed and the request is successful; - 'str' if the parameter of "path" is not passed， such as: "download success, please check the path xxx" - """ - kwargs = locals() - _path = kwargs.pop("path", None) - data = filter_invalid_params(**kwargs) - resp = self._post(url='/job/log/download', handle_result=False, json=data) - if _path: - # download to local dir - return download_from_request(resp, _path) - else: - # return data stream - return resp - - def queue_clean(self): - """ - Clean up the job queue: change the status of "waiting" jobs to "canceled" - """ - return self._post(url='/job/queue/clean') diff --git a/python/sdk/flow/api/task.py b/python/sdk/flow/api/task.py deleted file mode 100644 index 25ad41292..000000000 --- a/python/sdk/flow/api/task.py +++ /dev/null @@ -1,23 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -from ..utils.base_utils import BaseFlowAPI - - -class Task(BaseFlowAPI): - def query(self, job_id: str = None, role: str = None, party_id: str = None, task_name: str = None, - status: str = None, task_id: str = None, task_version: int = None): - # todo: - return self._post(url='/job/task/query') diff --git a/python/sdk/flow/utils/base_utils.py b/python/sdk/flow/utils/base_utils.py deleted file mode 100644 index 0f5f6f4c5..000000000 --- a/python/sdk/flow/utils/base_utils.py +++ /dev/null @@ -1,153 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -import hashlib -import inspect -import json -import random -import sys -import time -import traceback - -import requests - - -def _is_api_endpoint(obj): - return isinstance(obj, BaseFlowAPI) - -class BaseFlowClient: - API_BASE_URL = '' - - def __new__(cls, *args, **kwargs): - self = super().__new__(cls) - api_endpoints = inspect.getmembers(self, _is_api_endpoint) - for name, api in api_endpoints: - api_cls = type(api) - api = api_cls(self) - setattr(self, name, api) - return self - - def __init__(self, ip, port, version, app_id=None, app_token=None, user_name=""): - self._http = requests.Session() - self.ip = ip - self.port = port - self.version = version - - self.app_id = app_id if app_id and app_id else None - self.app_token = app_token if app_token and app_token else None - self.user_name = user_name - - def _request(self, method, uri, **kwargs): - stream = kwargs.pop('stream', self._http.stream) - prepped = requests.Request(method, self.API_BASE_URL + uri, **kwargs).prepare() - - if self._signature_headers: - prepped.headers.update(self._signature_headers) - - try: - response = self._http.send(prepped, stream=stream) - except Exception as e: - response = { - 'retcode': 100, - 'retmsg': str(e), - } - - if 'connection refused' in response['retmsg'].lower(): - response['retmsg'] = 'Connection refused, Please check if the fate flow service is started' - else: - exc_type, exc_value, exc_traceback_obj = sys.exc_info() - response['traceback'] = traceback.format_exception(exc_type, exc_value, exc_traceback_obj) - - return response - - @staticmethod - def _decode_result(response): - try: - result = json.loads(response.content.decode('utf-8', 'ignore'), strict=False) - except (TypeError, ValueError): - return response - else: - return result - - def _handle_result(self, response): - if isinstance(response, requests.models.Response): - return response.json() - elif isinstance(response, dict): - return response - else: - return self._decode_result(response) - - @property - def _signature_headers(self): - if self.app_id and self.app_token: - nonce, timestamp, sign = self.generate_signature_params() - return { - "app_id": self.app_id, - "user_name": self.user_name, - "nonce": nonce, - "timestamp": timestamp, - "signature": sign - } - else: - return {} - - def generate_signature_params(self): - nonce = str(random.randint(10000, 99999)) - timestamp = str(int(time.time())) - temp = hashlib.md5(str(self.app_id + self.user_name + nonce + timestamp).encode("utf8")).hexdigest().lower() - sign = hashlib.md5(str(temp + self.app_token).encode("utf8")).hexdigest().lower() - return nonce, timestamp, sign - - def get(self, uri, **kwargs): - return self._request(method='get', uri=uri, **kwargs) - - def post(self, uri, **kwargs): - return self._request(method='post', uri=uri, **kwargs) - - -class BaseFlowAPI: - def __init__(self, client=None): - self._client = client - - def _get(self, url, handle_result=True, **kwargs): - if handle_result: - return self._handle_result(self._client.get(url, **kwargs)) - else: - return self._client.get(url, **kwargs) - - def _post(self, url, handle_result=True, **kwargs): - if handle_result: - return self._handle_result(self._client.post(url, **kwargs)) - else: - return self._client.post(url, **kwargs) - - def _handle_result(self, response): - return self._client._handle_result(response) - - @property - def session(self): - return self._client.session - - @property - def ip(self): - return self._client.ip - - @property - def port(self): - return self._client.port - - @property - def version(self): - return self._client.version \ No newline at end of file diff --git a/python/sdk/flow/utils/io_utils.py b/python/sdk/flow/utils/io_utils.py deleted file mode 100644 index 696876339..000000000 --- a/python/sdk/flow/utils/io_utils.py +++ /dev/null @@ -1,40 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import os -import tarfile -import uuid -from tempfile import TemporaryDirectory - - -def download_from_request(http_response, download_path): - try: - with TemporaryDirectory() as output_tmp_dir: - path = os.path.join(output_tmp_dir, str(uuid.uuid1())) - with open(path, 'wb') as fw: - for chunk in http_response.iter_content(1024): - if chunk: - fw.write(chunk) - tar = tarfile.open(path, "r:gz") - file_names = tar.getnames() - for file_name in file_names: - tar.extract(file_name, download_path) - tar.close() - return f"download success, please check the path: {download_path}" - except: - try: - return f"download failed, {http_response.json()}" - except: - return f"download failed, {http_response.text}" - diff --git a/python/sdk/flow/utils/params_utils.py b/python/sdk/flow/utils/params_utils.py deleted file mode 100644 index babb86ad2..000000000 --- a/python/sdk/flow/utils/params_utils.py +++ /dev/null @@ -1,21 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - -def filter_invalid_params(self, value=None, **kwargs): - _p = {} - for _k, _v in kwargs.items(): - if _v is not value: - _p[_k] = _v - return _p diff --git a/python/sdk/setup.py b/python/sdk/setup.py deleted file mode 100644 index 5bfb118b9..000000000 --- a/python/sdk/setup.py +++ /dev/null @@ -1,46 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -*- coding: utf-8 -*- - -from setuptools import find_packages, setup - -import flow - -packages = find_packages(".") -package_data = {"": ["*"]} - -install_requires = [ -] - - -setup_kwargs = { - "name": "flow-client", - "version": flow.__version__, - "description": "SDK for FATE Flow", - "long_description_content_type": "text/markdown", - "long_description": "SDK for FATE Flow", - "author": "FederatedAI", - "author_email": "contact@FedAI.org", - "maintainer": None, - "maintainer_email": None, - "url": "https://fate.fedai.org/", - "packages": packages, - "include_package_data": True, - "install_requires": install_requires, - "python_requires": ">=3.8", -} - - -setup(**setup_kwargs) From a3ebeebc903b8974557a921e84f43f1ba3fd5537 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 26 Apr 2023 15:11:33 +0800 Subject: [PATCH 085/482] test Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/log_app.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 python/fate_flow/apps/client/log_app.py diff --git a/python/fate_flow/apps/client/log_app.py b/python/fate_flow/apps/client/log_app.py new file mode 100644 index 000000000..e69de29bb From 2fc6873fcce2c8e0f8a85cad9600eb1856780821 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 26 Apr 2023 19:21:07 +0800 Subject: [PATCH 086/482] update settings Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/__init__.py | 5 ++-- python/fate_flow/apps/client/log_app.py | 29 +++++++++++++++++++ python/fate_flow/db/base_models.py | 9 +++--- python/fate_flow/fate_flow_server.py | 11 ++++++- python/fate_flow/hook/__init__.py | 5 +++- python/fate_flow/manager/log/__init__.py | 14 +++++++++ python/fate_flow/manager/log/log_manager.py | 0 .../manager/service/provider_manager.py | 5 ++-- .../manager/service/resource_manager.py | 5 +++- .../fate_flow/runtime/job_default_config.py | 5 +++- python/fate_flow/runtime/system_settings.py | 29 ++++++++++++------- python/fate_flow/settings.py | 20 ++++++------- python/fate_flow/utils/api_utils.py | 5 +++- python/fate_flow/utils/job_utils.py | 19 ++++++------ python/fate_flow/utils/log.py | 8 ++--- python/fate_flow/utils/log_utils.py | 10 ++----- python/fate_flow/utils/process_utils.py | 4 ++- python/fate_flow/utils/version.py | 4 +-- python/fate_flow/utils/xthread.py | 5 +++- 19 files changed, 131 insertions(+), 61 deletions(-) create mode 100644 python/fate_flow/manager/log/__init__.py create mode 100644 python/fate_flow/manager/log/log_manager.py diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index 747d347e9..b9c6260e8 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -29,16 +29,15 @@ from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import AuthenticationParameters from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.runtime.system_settings import API_VERSION, getLogger, CLIENT_AUTHENTICATION, SITE_AUTHENTICATION, \ +from fate_flow.runtime.system_settings import API_VERSION, CLIENT_AUTHENTICATION, SITE_AUTHENTICATION, \ ADMIN_PAGE, PARTY_ID from fate_flow.utils.api_utils import API from fate_flow.utils.base_utils import CustomJSONEncoder __all__ = ['app'] -app_list = ["client", "partner", "scheduler", "worker"] -logger = getLogger('flask.app') +app_list = ["client", "partner", "scheduler", "worker"] Request.json = property(lambda self: self.get_json(force=True, silent=True)) diff --git a/python/fate_flow/apps/client/log_app.py b/python/fate_flow/apps/client/log_app.py index e69de29bb..405960bf0 100644 --- a/python/fate_flow/apps/client/log_app.py +++ b/python/fate_flow/apps/client/log_app.py @@ -0,0 +1,29 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from webargs import fields + +from fate_flow.utils.api_utils import API + + +@manager.route('/count', methods=['GET']) +@API.Input.json(log_type=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(task_name=fields.String(required=True)) +def log_count(log_type, job_id, role, party_id, task_name): + data = LogCollector(**request_data).count() + return API.Output.json(data={"count": 0}) \ No newline at end of file diff --git a/python/fate_flow/db/base_models.py b/python/fate_flow/db/base_models.py index 71a0f3d8c..93567922e 100644 --- a/python/fate_flow/db/base_models.py +++ b/python/fate_flow/db/base_models.py @@ -35,10 +35,9 @@ from playhouse.pool import PooledMySQLDatabase from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.runtime.system_settings import DATABASE, IS_STANDALONE, stat_logger, FORCE_USE_SQLITE +from fate_flow.runtime.system_settings import DATABASE, IS_STANDALONE, FORCE_USE_SQLITE, SQLITE_PATH from fate_flow.utils.base_utils import json_dumps, json_loads, date_string_to_timestamp, \ current_timestamp, timestamp_to_date -from fate_flow.utils.file_utils import get_fate_flow_directory from fate_flow.utils.log_utils import getLogger, sql_logger from fate_flow.utils.object_utils import from_dict_hook @@ -188,12 +187,12 @@ def __init__(self): Insert.on_conflict = lambda self, *args, **kwargs: self.on_conflict_replace() from playhouse.apsw_ext import APSWDatabase - self.database_connection = APSWDatabase(get_fate_flow_directory("fate_sqlite.db")) + self.database_connection = APSWDatabase(SQLITE_PATH) RuntimeConfig.init_config(USE_LOCAL_DATABASE=True) - stat_logger.info('init sqlite database on standalone mode successfully') + LOGGER.info('init sqlite database on standalone mode successfully') else: self.database_connection = PooledMySQLDatabase(db_name, **database_config) - stat_logger.info('init mysql database on cluster mode successfully') + LOGGER.info('init mysql database on cluster mode successfully') class DatabaseLock: diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index 9a3a4ab9d..9c04e9beb 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -32,18 +32,27 @@ from fate_flow.scheduler import init_scheduler from fate_flow.scheduler.job_scheduler import DAGScheduler from fate_flow.runtime.system_settings import ( - GRPC_PORT, GRPC_SERVER_MAX_WORKERS, HOST, HTTP_PORT, detect_logger, stat_logger, GRPC_OPTIONS, + GRPC_PORT, GRPC_SERVER_MAX_WORKERS, HOST, HTTP_PORT , GRPC_OPTIONS, FATE_FLOW_LOG_DIR, + LOG_LEVEL, ) from fate_flow.utils import process_utils from fate_flow.utils.grpc_utils import UnaryService, UnaryServiceOSX +from fate_flow.utils.log import LoggerFactory, getLogger from fate_flow.utils.log_utils import schedule_logger from fate_flow.utils.version import get_versions from fate_flow.utils.xthread import ThreadPoolExecutor from fate_flow.proto.rollsite import proxy_pb2_grpc from fate_flow.proto.osx import osx_pb2_grpc +detect_logger = getLogger("fate_flow_detect") +stat_logger = getLogger("fate_flow_stat") + def server_init(): + # init logs + LoggerFactory.set_directory(FATE_FLOW_LOG_DIR) + LoggerFactory.LEVEL = LOG_LEVEL + # set signal signal.signal(signal.SIGCHLD, process_utils.wait_child_process) diff --git a/python/fate_flow/hook/__init__.py b/python/fate_flow/hook/__init__.py index b746c7659..abd5f0ed1 100644 --- a/python/fate_flow/hook/__init__.py +++ b/python/fate_flow/hook/__init__.py @@ -2,8 +2,11 @@ from fate_flow.hook.common.parameters import SignatureParameters, AuthenticationParameters, PermissionCheckParameters, \ SignatureReturn, AuthenticationReturn, PermissionReturn -from fate_flow.runtime.system_settings import HOOK_MODULE, stat_logger, CLIENT_AUTHENTICATION, SITE_AUTHENTICATION +from fate_flow.runtime.system_settings import HOOK_MODULE, CLIENT_AUTHENTICATION, SITE_AUTHENTICATION from fate_flow.entity.code import ReturnCode +from fate_flow.utils.log import getLogger + +stat_logger = getLogger() class HookManager: diff --git a/python/fate_flow/manager/log/__init__.py b/python/fate_flow/manager/log/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/fate_flow/manager/log/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/fate_flow/manager/log/log_manager.py b/python/fate_flow/manager/log/log_manager.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/fate_flow/manager/service/provider_manager.py b/python/fate_flow/manager/service/provider_manager.py index 286a4339d..20c1daea4 100644 --- a/python/fate_flow/manager/service/provider_manager.py +++ b/python/fate_flow/manager/service/provider_manager.py @@ -20,9 +20,8 @@ from fate_flow.db import ProviderInfo from fate_flow.db.base_models import DB, BaseModelOperate from fate_flow.entity.spec import ProviderSpec, LocalProviderSpec, DockerProviderSpec, K8sProviderSpec -from fate_flow.runtime.system_settings import DEFAULT_FATE_PROVIDER_PATH, DEFAULT_PROVIDER +from fate_flow.runtime.system_settings import DEFAULT_FATE_PROVIDER_PATH, DEFAULT_PROVIDER, FATE_FLOW_PROVIDER_PATH from fate_flow.runtime.component_provider import ComponentProvider, ProviderDevice -from fate_flow.utils.file_utils import get_fate_flow_directory from fate_flow.utils.version import get_versions from fate_flow.utils.wraps_utils import filter_parameters @@ -91,7 +90,7 @@ def get_fate_flow_provider(cls): version=get_versions()["FATEFlow"], device=ProviderDevice.LOCAL, metadata={ - "path": get_fate_flow_directory("python"), + "path": FATE_FLOW_PROVIDER_PATH, "venv": sys.executable }) diff --git a/python/fate_flow/manager/service/resource_manager.py b/python/fate_flow/manager/service/resource_manager.py index f02d58b13..c2edbd577 100644 --- a/python/fate_flow/manager/service/resource_manager.py +++ b/python/fate_flow/manager/service/resource_manager.py @@ -19,10 +19,13 @@ from fate_flow.db.db_models import EngineRegistry, Job from fate_flow.entity.types import EngineType, ResourceOperation from fate_flow.runtime.job_default_config import JobDefaultConfig -from fate_flow.runtime.system_settings import stat_logger, IGNORE_RESOURCE_ROLES, ENGINES +from fate_flow.runtime.system_settings import IGNORE_RESOURCE_ROLES, ENGINES from fate_flow.utils import engine_utils, base_utils, job_utils +from fate_flow.utils.log import getLogger from fate_flow.utils.log_utils import schedule_logger +stat_logger = getLogger() + class ResourceManager(object): @classmethod diff --git a/python/fate_flow/runtime/job_default_config.py b/python/fate_flow/runtime/job_default_config.py index 5aacc1cd5..93b83fa60 100644 --- a/python/fate_flow/runtime/job_default_config.py +++ b/python/fate_flow/runtime/job_default_config.py @@ -13,9 +13,12 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.runtime.system_settings import FATE_FLOW_JOB_DEFAULT_CONFIG_PATH, stat_logger +from fate_flow.runtime.system_settings import FATE_FLOW_JOB_DEFAULT_CONFIG_PATH from .reload_config_base import ReloadConfigBase from ..utils import file_utils +from ..utils.log import getLogger + +stat_logger = getLogger() class JobDefaultConfig(ReloadConfigBase): diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index e53a1d26e..fdb2a8a8b 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -20,8 +20,7 @@ from fate_flow.entity.types import ComputingEngine from fate_flow.utils import engine_utils from fate_flow.utils.conf_utils import get_base_config, decrypt_database_config -from fate_flow.utils.file_utils import get_project_base_directory -from fate_flow.utils.log_utils import getLogger +from fate_flow.utils.file_utils import get_project_base_directory, get_fate_flow_directory from fate_flow.settings import * @@ -74,13 +73,6 @@ "service": FATE_FLOW_SERVICE_NAME } -stat_logger = getLogger("fate_flow_stat") -detect_logger = getLogger("fate_flow_detect") -access_logger = getLogger("fate_flow_access") -database_logger = getLogger("fate_flow_database") - -MODEL_STORE_PATH = os.path.join(get_fate_flow_directory(), "model") -LOCAL_DATA_STORE_PATH = os.path.join(get_fate_flow_directory(), "data") BASE_URI = f"{PROTOCOL}://{HOST}:{HTTP_PORT}/{API_VERSION}" HOOK_MODULE = get_base_config("hook_module") @@ -100,4 +92,21 @@ GRPC_OPTIONS = [ (cygrpc.ChannelArgKey.max_send_message_length, -1), (cygrpc.ChannelArgKey.max_receive_message_length, -1), -] \ No newline at end of file +] + +LOG_DIR = LOG_DIR or get_fate_flow_directory("logs") +JOB_DIR = JOB_DIR or get_fate_flow_directory("jobs") +MODEL_STORE_PATH = MODEL_DIR or os.path.join(get_fate_flow_directory(), "model") +LOCAL_DATA_STORE_PATH = DATA_DIR or os.path.join(get_fate_flow_directory(), "data") +LOG_LEVEL = LOG_LEVEL or "DEBUG" +FATE_FLOW_LOG_DIR = os.path.join(LOG_DIR, "fate_flow") +WORKERS_DIR = os.path.join(LOG_DIR, "workers") + +SQLITE_FILE_DIR = SQLITE_FILE_DIR or get_fate_flow_directory() +SQLITE_PATH = os.path.join(SQLITE_FILE_DIR, SQLITE_FILE_NAME) + +GRPC_SERVER_MAX_WORKERS = GRPC_SERVER_MAX_WORKERS or (os.cpu_count() or 1) * 5 + +VERSION_FILE_PATH = os.path.join(get_fate_flow_directory(), "fateflow.env") +FATE_FLOW_PROVIDER_PATH = get_fate_flow_directory("python") +FATE_FLOW_CONF_PATH = get_fate_flow_directory() diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index ac46c442c..994ecacc7 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -13,11 +13,6 @@ # See the License for the specific language governing permissions and # limitations under the License. # -import os - -from fate_flow.utils.file_utils import get_fate_flow_directory -from fate_flow.utils.log import LoggerFactory - # GRPC GRPC_SERVER_MAX_WORKERS = None # default: (os.cpu_count() or 1) * 5 @@ -25,11 +20,16 @@ HTTP_REQUEST_TIMEOUT = 10 # s REMOTE_REQUEST_TIMEOUT = 30000 # ms -# Logger -LOG_DIRECTORY = get_fate_flow_directory("logs") -LoggerFactory.set_directory(os.path.join(LOG_DIRECTORY, "fate_flow")) -# {CRITICAL: 50, FATAL:50, ERROR:40, WARNING:30, WARN:30, INFO:20, DEBUG:10, NOTSET:0} -LoggerFactory.LEVEL = 10 +LOG_DIR = "" +LOG_LEVEL = "DEBUG" +DATA_DIR = "" +MODEL_DIR = "" +JOB_DIR = "" + +# sqlite +SQLITE_FILE_DIR = "" +SQLITE_FILE_NAME = "fate_sqlite.db" + # Client Manager APP_TOKEN_LENGTH = 16 diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index 32553c5a1..fb675d92e 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -22,10 +22,13 @@ from fate_flow.entity.code import ReturnCode from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import SignatureParameters -from fate_flow.runtime.system_settings import stat_logger, PROXY_NAME, ENGINES, PROXY, HOST, HTTP_PORT +from fate_flow.runtime.system_settings import PROXY_NAME, ENGINES, PROXY, HOST, HTTP_PORT +from fate_flow.utils.log import getLogger parser.unknown = marshmallow.EXCLUDE +stat_logger = getLogger() + class API: class Input: diff --git a/python/fate_flow/utils/job_utils.py b/python/fate_flow/utils/job_utils.py index f84fa52bd..a22eec854 100644 --- a/python/fate_flow/utils/job_utils.py +++ b/python/fate_flow/utils/job_utils.py @@ -19,8 +19,8 @@ from fate_flow.db.base_models import DB from fate_flow.db.db_models import Job from fate_flow.entity.spec import DAGSchema +from fate_flow.runtime.system_settings import LOG_DIR, JOB_DIR, WORKERS_DIR from fate_flow.utils.base_utils import fate_uuid -from fate_flow.utils.file_utils import get_fate_flow_directory class JobIdGenerator(object): @@ -35,7 +35,6 @@ def next_id(self): """ generate next job id with locking """ - #todo: there is duplication in the case of multiple instances deployment now = datetime.datetime.now() with JobIdGenerator._lock: if self._pre_timestamp == now: @@ -76,11 +75,11 @@ def generate_session_id(task_id, task_version, role, party_id, suffix=None, rand def get_job_directory(job_id, *args): - return os.path.join(get_fate_flow_directory(), 'jobs', job_id, *args) + return os.path.join(JOB_DIR, job_id, *args) def get_job_log_directory(job_id, *args): - return os.path.join(get_fate_flow_directory(), 'logs', job_id, *args) + return os.path.join(LOG_DIR, job_id, *args) def get_task_directory(job_id, role, party_id, task_name, task_id, task_version, **kwargs): @@ -93,11 +92,11 @@ def start_session_stop(task): def get_general_worker_directory(worker_name, worker_id, *args): - return os.path.join(get_fate_flow_directory(), worker_name, worker_id, *args) + return os.path.join(WORKERS_DIR, worker_name, worker_id, *args) def get_general_worker_log_directory(worker_name, worker_id, *args): - return os.path.join(get_fate_flow_directory(), 'logs', worker_name, worker_id, *args) + return os.path.join(LOG_DIR, worker_name, worker_id, *args) def generate_model_info(job_id): @@ -108,9 +107,11 @@ def generate_model_info(job_id): @DB.connection_context() def get_job_resource_info(job_id, role, party_id): - jobs = Job.select(Job.f_dag).where(Job.f_job_id == job_id, - Job.f_role == role, - Job.f_party_id == party_id) + jobs = Job.select(Job.f_dag).where( + Job.f_job_id == job_id, + Job.f_role == role, + Job.f_party_id == party_id) + if jobs: job = jobs[0] dag_schema = DAGSchema(**job.f_dag) diff --git a/python/fate_flow/utils/log.py b/python/fate_flow/utils/log.py index 842ed8305..8731e41c7 100644 --- a/python/fate_flow/utils/log.py +++ b/python/fate_flow/utils/log.py @@ -21,8 +21,6 @@ from logging.handlers import TimedRotatingFileHandler from threading import RLock -from fate_flow.utils.file_utils import get_fate_flow_directory - class LoggerFactory(object): TYPE = "FILE" @@ -50,14 +48,12 @@ class LoggerFactory(object): schedule_logger_dict = {} @staticmethod - def set_directory(directory=None, parent_log_dir=None, append_to_parent_log=None, force=False): + def set_directory(directory, parent_log_dir=None, append_to_parent_log=None, force=False): if parent_log_dir: LoggerFactory.PARENT_LOG_DIR = parent_log_dir if append_to_parent_log: LoggerFactory.append_to_parent_log = append_to_parent_log with LoggerFactory.lock: - if not directory: - directory = get_fate_flow_directory() if not LoggerFactory.LOG_DIR or force: LoggerFactory.LOG_DIR = directory if LoggerFactory.log_share: @@ -172,6 +168,8 @@ def init_logger(class_name): @staticmethod def assemble_global_handler(logger): + if isinstance(LoggerFactory.LEVEL, str): + LoggerFactory.LEVEL = logging._nameToLevel[LoggerFactory.LEVEL] if LoggerFactory.LOG_DIR: for level in LoggerFactory.levels: if level >= LoggerFactory.LEVEL: diff --git a/python/fate_flow/utils/log_utils.py b/python/fate_flow/utils/log_utils.py index 4579d31f4..1e3aed6cd 100644 --- a/python/fate_flow/utils/log_utils.py +++ b/python/fate_flow/utils/log_utils.py @@ -19,6 +19,7 @@ import traceback import logging +from fate_flow.runtime.system_settings import FATE_FLOW_LOG_DIR, LOG_DIR from fate_flow.utils.file_utils import get_fate_flow_directory from fate_flow.utils.log import LoggerFactory, getLogger @@ -67,14 +68,9 @@ def exception_to_trace_string(ex): return "".join(traceback.TracebackException.from_exception(ex).format()) -def get_logger_base_dir(): - job_log_dir = get_fate_flow_directory('logs') - return job_log_dir - - def get_job_logger(job_id, log_type): - fate_flow_log_dir = get_fate_flow_directory('logs', 'fate_flow') - job_log_dir = get_fate_flow_directory('logs', job_id) + fate_flow_log_dir = FATE_FLOW_LOG_DIR + job_log_dir = os.path.join(LOG_DIR, job_id) if not job_id: log_dirs = [fate_flow_log_dir] else: diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index 6cb105245..c124707bb 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -21,11 +21,13 @@ import psutil from fate_flow.entity.code import KillProcessRetCode +from fate_flow.utils.log import getLogger from fate_flow.utils.log_utils import schedule_logger from fate_flow.db.db_models import Task from fate_flow.entity.types import ProcessRole from fate_flow.runtime.system_settings import SUBPROCESS_STD_LOG_NAME -from fate_flow.runtime.system_settings import stat_logger + +stat_logger = getLogger() def run_subprocess(job_id, config_dir, process_cmd, added_env: dict = None, log_dir=None, cwd_dir=None, process_name="", process_id=""): diff --git a/python/fate_flow/utils/version.py b/python/fate_flow/utils/version.py index 0bef3fdd7..bc3bbbc85 100644 --- a/python/fate_flow/utils/version.py +++ b/python/fate_flow/utils/version.py @@ -18,12 +18,12 @@ import dotenv import typing -from fate_flow.utils.file_utils import get_fate_flow_directory +from fate_flow.runtime.system_settings import VERSION_FILE_PATH def get_versions() -> typing.Mapping[str, typing.Any]: return dotenv.dotenv_values( - dotenv_path=os.path.join(get_fate_flow_directory(), "fateflow.env") + dotenv_path=VERSION_FILE_PATH ) diff --git a/python/fate_flow/utils/xthread.py b/python/fate_flow/utils/xthread.py index 0a61f4ae5..e17c56c58 100644 --- a/python/fate_flow/utils/xthread.py +++ b/python/fate_flow/utils/xthread.py @@ -26,7 +26,10 @@ import threading import weakref import os -from fate_flow.runtime.system_settings import stat_logger + +from fate_flow.utils.log import getLogger + +stat_logger = getLogger() # Workers are created as daemon threads. This is done to allow the interpreter # to exit when there are still idle threads in a ThreadPoolExecutor's thread From af15c23c15bc09580ab9f90c4af19f16e34b059f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 27 Apr 2023 13:58:23 +0800 Subject: [PATCH 087/482] add log manager Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/log_app.py | 26 ++++-- python/fate_flow/manager/log/log_manager.py | 88 +++++++++++++++++++++ 2 files changed, 108 insertions(+), 6 deletions(-) diff --git a/python/fate_flow/apps/client/log_app.py b/python/fate_flow/apps/client/log_app.py index 405960bf0..66cb415c3 100644 --- a/python/fate_flow/apps/client/log_app.py +++ b/python/fate_flow/apps/client/log_app.py @@ -15,15 +15,29 @@ # from webargs import fields +from fate_flow.manager.log.log_manager import LogManager from fate_flow.utils.api_utils import API @manager.route('/count', methods=['GET']) @API.Input.json(log_type=fields.String(required=True)) @API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(role=fields.String(required=True)) -@API.Input.json(party_id=fields.String(required=True)) -@API.Input.json(task_name=fields.String(required=True)) -def log_count(log_type, job_id, role, party_id, task_name): - data = LogCollector(**request_data).count() - return API.Output.json(data={"count": 0}) \ No newline at end of file +@API.Input.json(role=fields.String(required=False)) +@API.Input.json(party_id=fields.String(required=False)) +@API.Input.json(task_name=fields.String(required=False)) +def count(log_type, job_id, role=None, party_id=None, task_name=None): + data = LogManager(log_type, job_id, role=role, party_id=party_id, task_name=task_name).count() + return API.Output.json(data=data) + + +@manager.route('/query', methods=['GET']) +@API.Input.json(log_type=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=False)) +@API.Input.json(party_id=fields.String(required=False)) +@API.Input.json(task_name=fields.String(required=False)) +@API.Input.json(begin=fields.Integer(required=False)) +@API.Input.json(end=fields.Integer(required=False)) +def get(log_type, job_id, begin, end, role=None, party_id=None, task_name=None): + data = LogManager(log_type, job_id, role=role, party_id=party_id, task_name=task_name).cat_log(begin=begin, end=end) + return API.Output.json(data=data) diff --git a/python/fate_flow/manager/log/log_manager.py b/python/fate_flow/manager/log/log_manager.py index e69de29bb..e0030ca6b 100644 --- a/python/fate_flow/manager/log/log_manager.py +++ b/python/fate_flow/manager/log/log_manager.py @@ -0,0 +1,88 @@ +import os +import subprocess + +from fate_flow.runtime.system_settings import LOG_DIR +from fate_flow.utils.log_utils import replace_ip + +JOB = ["schedule_info", "schedule_error"] +TASK = ["task_error", "task_info", "task_warning", "task_debug"] + + +def parameters_check(log_type, job_id, role, party_id, task_name): + if log_type in JOB: + if not job_id: + return False + if log_type in TASK: + if not job_id or not role or not party_id or not task_name: + return False + return True + + +class LogManager: + def __init__(self, log_type, job_id, party_id="", role="", task_name="", **kwargs): + self.log_type = log_type + self.job_id = job_id + self.party_id = str(party_id) + self.role = role + self.task_name = task_name + + @property + def task_base_path(self): + if self.role and self.party_id and self.task_name: + return os.path.join(self.job_id, self.role, self.party_id, self.task_name, "root") + else: + return "" + + @property + def file_path(self): + status = parameters_check(self.log_type, self.job_id, self.role, self.party_id, self.task_name) + if not status: + raise Exception(f"job type {self.log_type} Missing parameters") + type_dict = { + "schedule_info": os.path.join(self.job_id, "fate_flow_schedule.log"), + "schedule_error": os.path.join(self.job_id, "fate_flow_schedule_error.log"), + "task_error": os.path.join(self.task_base_path, "ERROR"), + "task_warning": os.path.join(self.task_base_path, "WARNING"), + "task_info": os.path.join(self.task_base_path, "INFO"), + "task_debug": os.path.join(self.task_base_path, "DEBUG") + } + if self.log_type not in type_dict.keys(): + raise Exception(f"no found log type {self.log_type}") + return os.path.join(LOG_DIR, type_dict[self.log_type]) + + def cat_log(self, begin, end): + line_list = [] + log_path = self.file_path + if begin and end: + cmd = f"cat {log_path} | tail -n +{begin}| head -n {end-begin+1}" + elif begin: + cmd = f"cat {log_path} | tail -n +{begin}" + elif end: + cmd = f"cat {log_path} | head -n {end}" + else: + cmd = f"cat {log_path}" + lines = self.execute(cmd) + if lines: + line_list = [] + line_num = begin if begin else 1 + for line in lines.split("\n"): + line = replace_ip(line) + line_list.append({"line_num": line_num, "content": line}) + line_num += 1 + return line_list + + def count(self): + try: + if os.path.exists(self.file_path): + return int(self.execute(f"cat {self.file_path} | wc -l").strip()) + return 0 + except: + return 0 + + @staticmethod + def execute(cmd): + res = subprocess.run( + cmd, shell=True, universal_newlines=True, + stdout=subprocess.PIPE, stderr=subprocess.DEVNULL, + ) + return res.stdout From 5256e91dee969138e33e9a6529ef1ac79b3f0841 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 4 May 2023 17:36:54 +0800 Subject: [PATCH 088/482] update api Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/data_app.py | 1 + python/fate_flow/apps/client/job_app.py | 7 + python/fate_flow/apps/client/output_app.py | 32 +++- python/fate_flow/apps/client/table_app.py | 14 +- python/fate_flow/apps/worker/worker_app.py | 3 +- python/fate_flow/controller/job_controller.py | 32 +++- python/fate_flow/manager/data/data_manager.py | 11 +- python/fate_flow/manager/metric/__init__.py | 14 ++ .../manager/metric/metric_manager.py | 144 ++++++++++++++++++ .../fate_flow/manager/model/engine/_mysql.py | 7 + .../manager/model/engine/_tencent_cos.py | 12 ++ .../fate_flow/manager/model/handel/_base.py | 15 ++ .../fate_flow/manager/model/handel/_file.py | 4 + .../fate_flow/manager/model/handel/_mysql.py | 3 + .../manager/model/handel/_tencent_cos.py | 3 + .../fate_flow/manager/model/model_manager.py | 4 + python/fate_flow/manager/model/model_meta.py | 4 + .../manager/service/output_manager.py | 144 +----------------- python/fate_flow/operation/base_saver.py | 3 +- python/fate_flow/runtime/system_settings.py | 1 + python/fate_flow/utils/log.py | 4 +- python/fate_flow/utils/log_utils.py | 1 - 22 files changed, 304 insertions(+), 159 deletions(-) create mode 100644 python/fate_flow/manager/metric/__init__.py create mode 100644 python/fate_flow/manager/metric/metric_manager.py diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index e364dd983..cb76a1a58 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -16,6 +16,7 @@ from webargs import fields from fate_flow.engine import storage +from fate_flow.manager.components.upload import UploadParam, Upload from fate_flow.manager.data.data_manager import DataManager from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index 633655302..ea0d9ff07 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -139,3 +139,10 @@ def download_job_logs(job_id): def clean_queue(): data = JobController.clean_queue() return API.Output.json(data=data) + + +@manager.route('/clean', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +def clean_job(job_id): + JobController.clean_job(job_id=job_id) + return API.Output.json() diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 01ae01833..3274a77e4 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -17,7 +17,7 @@ from fate_flow.entity.code import ReturnCode from fate_flow.manager.model.model_manager import PipelinedModel -from fate_flow.manager.service.output_manager import OutputMetric +from fate_flow.manager.metric.metric_manager import OutputMetric from fate_flow.operation.job_saver import JobSaver from fate_flow.utils.api_utils import API @@ -51,6 +51,22 @@ def query_metric(job_id, role, party_id, task_name, filters=None): return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success', data=metrics) +@manager.route('/metric/delete', methods=['POST']) +@API.Input.params(job_id=fields.String(required=True)) +@API.Input.params(role=fields.String(required=True)) +@API.Input.params(party_id=fields.String(required=True)) +@API.Input.params(task_name=fields.String(required=True)) +def delete_metric(job_id, role, party_id, task_name): + tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) + if not tasks: + return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") + metric_keys = OutputMetric( + job_id=job_id, role=role, party_id=party_id, task_name=task_name, + task_id=tasks[0].f_task_id, task_version=tasks[0].f_task_version + ).delete_metrics() + return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success', data=metric_keys) + + @manager.route('/model/query', methods=['GET']) @API.Input.params(job_id=fields.String(required=True)) @API.Input.params(role=fields.String(required=True)) @@ -63,3 +79,17 @@ def query_model(job_id, role, party_id, task_name): task = tasks[0] model_data = PipelinedModel.read_model(task.f_job_id, task.f_role, task.f_party_id, task.f_task_name) return API.Output.json(data=model_data) + + +@manager.route('/model/delete', methods=['POST']) +@API.Input.params(job_id=fields.String(required=True)) +@API.Input.params(role=fields.String(required=True)) +@API.Input.params(party_id=fields.String(required=True)) +@API.Input.params(task_name=fields.String(required=True)) +def delete_model(job_id, role, party_id, task_name): + tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) + if not tasks: + return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") + task = tasks[0] + PipelinedModel.delete_model(task.f_job_id, task.f_role, task.f_party_id, task.f_task_name) + return API.Output.json() diff --git a/python/fate_flow/apps/client/table_app.py b/python/fate_flow/apps/client/table_app.py index 079e65d05..bccc7544f 100644 --- a/python/fate_flow/apps/client/table_app.py +++ b/python/fate_flow/apps/client/table_app.py @@ -18,6 +18,7 @@ from fate_flow.engine import storage from fate_flow.engine.storage import Session from fate_flow.entity.code import ReturnCode +from fate_flow.manager.data.data_manager import DataManager from fate_flow.utils.api_utils import API page_name = "table" @@ -47,12 +48,7 @@ def query_table(namespace, name, display=False): @API.Input.json(namespace=fields.String(required=True)) @API.Input.json(name=fields.String(required=True)) def delete_table(namespace, name): - with Session() as sess: - import time - time.sleep(10) - table = sess.get_table(name=name, namespace=namespace) - if table: - table.destroy() - return API.Output.json() - else: - return API.Output.json(code=ReturnCode.Table.NO_FOUND, message="no found table") + if DataManager.delete_data(namespace, name): + return API.Output.json() + else: + return API.Output.json(code=ReturnCode.Table.NO_FOUND, message="no found table") diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 5c12d5bed..7e9f38051 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -18,7 +18,8 @@ from fate_flow.controller.task_controller import TaskController from fate_flow.entity.code import ReturnCode from fate_flow.manager.model.model_manager import PipelinedModel -from fate_flow.manager.service.output_manager import OutputDataTracking, OutputMetric +from fate_flow.manager.metric.metric_manager import OutputMetric +from fate_flow.manager.service.output_manager import OutputDataTracking from fate_flow.operation.job_saver import JobSaver from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 9248df342..22493be28 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -21,12 +21,14 @@ from fate_flow.entity.spec import DAGSchema, JobConfSpec, InheritConfSpec from fate_flow.entity.types import EndStatus, JobStatus, TaskStatus from fate_flow.entity.code import ReturnCode +from fate_flow.manager.metric.metric_manager import OutputMetric +from fate_flow.manager.model.model_manager import PipelinedModel from fate_flow.manager.model.model_meta import ModelMeta -from fate_flow.manager.service.output_manager import OutputMetric, OutputDataTracking +from fate_flow.manager.service.output_manager import OutputDataTracking from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver from fate_flow.scheduler.federated_scheduler import FederatedScheduler -from fate_flow.runtime.system_settings import PARTY_ID +from fate_flow.runtime.system_settings import PARTY_ID, LOG_DIR from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.job_utils import get_job_log_directory from fate_flow.utils.log_utils import schedule_logger @@ -258,6 +260,32 @@ def clean_queue(cls): clean_status[job.f_job_id] = status return clean_status + @classmethod + def clean_job(cls, job_id): + tasks = JobSaver.query_task(job_id=job_id) + for task in tasks: + # metric + try: + OutputMetric(job_id=task.f_job_id, role=task.f_role, party_id=task.f_party_id, + task_name=task.f_task_name, + task_id=task.f_task_id, task_version=task.f_task_version).delete_metrics() + schedule_logger(task.f_job_id).info(f'delete {task.f_job_id} {task.f_role} {task.f_party_id}' + f' {task.f_task_name} metric data success') + except Exception as e: + pass + + # data + # todo + + # model + try: + PipelinedModel.delete_model(task.f_job_id, task.f_role, task.f_party_id, task.f_task_name) + schedule_logger(task.f_job_id).info(f'delete {task.f_job_id} {task.f_role} {task.f_party_id}' + f' {task.f_task_name} model success') + except Exception as e: + pass + JobSaver.delete_job(job_id=job_id) + class JobInheritance: @classmethod diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 7449a1a54..a6847e828 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -78,4 +78,13 @@ def send_table( tar.add(output_data_meta_file_list[index], os.path.relpath(output_data_meta_file_list[index], output_tmp_dir)) tar.close() - return send_file(output_data_tarfile, attachment_filename=tar_file_name, as_attachment=True) \ No newline at end of file + return send_file(output_data_tarfile, attachment_filename=tar_file_name, as_attachment=True) + + @staticmethod + def delete_data(namespace, name): + with Session() as sess: + table = sess.get_table(name=name, namespace=namespace) + if table: + table.destroy() + return True + return False diff --git a/python/fate_flow/manager/metric/__init__.py b/python/fate_flow/manager/metric/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/fate_flow/manager/metric/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/fate_flow/manager/metric/metric_manager.py b/python/fate_flow/manager/metric/metric_manager.py new file mode 100644 index 000000000..0601f1a07 --- /dev/null +++ b/python/fate_flow/manager/metric/metric_manager.py @@ -0,0 +1,144 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import operator + +from fate_flow.db.base_models import DB +from fate_flow.db.db_models import Metric +from fate_flow.entity.types import MetricData +from fate_flow.utils import db_utils +from fate_flow.utils.log_utils import schedule_logger + + +class OutputMetric: + def __init__(self, job_id: str, role: str, party_id: str, task_name: str, task_id: str = None, + task_version: int = None): + self.job_id = job_id + self.role = role + self.party_id = party_id + self.task_name = task_name + self.task_id = task_id + self.task_version = task_version + + def save_output_metrics(self, data, incomplete): + return self._insert_metrics_into_db( + self.job_id, self.role, self.party_id, self.task_id, self.task_version, self.task_name, MetricData(**data), + incomplete + ) + + def save_as(self, job_id, role, party_id, task_name, task_id, task_version): + metrics = self.read_metrics() + for metric in metrics: + self._insert_metrics_into_db( + job_id, role, party_id, task_id, task_version, task_name, MetricData(**metric), + incomplete=metric.get("incomplete") + ) + + @DB.connection_context() + def _insert_metrics_into_db(self, job_id, role, party_id, task_id, task_version, task_name, data: MetricData, incomplete: bool): + try: + model_class = self.get_model_class(job_id) + if not model_class.table_exists(): + model_class.create_table() + tracking_metric = model_class() + tracking_metric.f_job_id = job_id + tracking_metric.f_task_id = task_id + tracking_metric.f_task_version = task_version + tracking_metric.f_role = role + tracking_metric.f_party_id = party_id + tracking_metric.f_task_name = task_name + + tracking_metric.f_namespace = data.namespace + tracking_metric.f_name = data.name + tracking_metric.f_type = data.type + tracking_metric.f_groups = data.groups + tracking_metric.f_metadata = data.metadata + tracking_metric.f_data = data.data + tracking_metric.f_incomplete = incomplete + tracking_metric.save() + except Exception as e: + schedule_logger(job_id).exception( + "An exception where inserted metric {} of metric namespace: {} to database:\n{}".format( + data.name, + data.namespace, + e + )) + + @DB.connection_context() + def read_metrics(self, filters_args: dict = None): + try: + if not filters_args: + filters_args = {} + tracking_metric_model = self.get_model_class(self.job_id) + key_list = ["namespace", "name", "type", "groups", "incomplete"] + filters = [ + tracking_metric_model.f_job_id == self.job_id, + tracking_metric_model.f_role == self.role, + tracking_metric_model.f_party_id == self.party_id, + tracking_metric_model.f_task_id == self.task_id, + tracking_metric_model.f_task_version == self.task_version + ] + for k, v in filters_args.items(): + if k in key_list: + if v is not None: + filters.append(operator.attrgetter(f"f_{k}")(tracking_metric_model) == v) + metrics = tracking_metric_model.select( + tracking_metric_model.f_namespace, + tracking_metric_model.f_name, + tracking_metric_model.f_type, + tracking_metric_model.f_groups, + tracking_metric_model.f_data, + tracking_metric_model.f_metadata, + tracking_metric_model.f_incomplete + ).where(*filters) + return [metric.to_human_model_dict() for metric in metrics] + except Exception as e: + schedule_logger(self.job_id).exception(e) + raise e + + @DB.connection_context() + def query_metric_keys(self): + try: + tracking_metric_model = self.get_model_class(self.job_id) + metrics = tracking_metric_model.select( + tracking_metric_model.f_namespace, + tracking_metric_model.f_name, + tracking_metric_model.f_type, + tracking_metric_model.f_groups, + tracking_metric_model.f_incomplete + ).where( + tracking_metric_model.f_job_id == self.job_id, + tracking_metric_model.f_role == self.role, + tracking_metric_model.f_party_id == self.party_id, + tracking_metric_model.f_task_id == self.task_id, + tracking_metric_model.f_task_version == self.task_version + ).distinct() + return [metric.to_human_model_dict() for metric in metrics] + except Exception as e: + schedule_logger(self.job_id).exception(e) + raise e + + @DB.connection_context() + def delete_metrics(self): + tracking_metric_model = self.get_model_class(self.job_id) + operate = tracking_metric_model.delete().where( + tracking_metric_model.f_task_id == self.task_id, + tracking_metric_model.f_role == self.role, + tracking_metric_model.f_party_id == self.party_id + ) + return operate.execute() > 0 + + @staticmethod + def get_model_class(job_id): + return db_utils.get_dynamic_db_model(Metric, job_id) diff --git a/python/fate_flow/manager/model/engine/_mysql.py b/python/fate_flow/manager/model/engine/_mysql.py index ac7dee869..3f7a71240 100644 --- a/python/fate_flow/manager/model/engine/_mysql.py +++ b/python/fate_flow/manager/model/engine/_mysql.py @@ -58,6 +58,13 @@ def exists(self, storage_key: str): finally: self.close_connection() + def delete(self, storage_key): + if not self.exists(storage_key): + raise FileNotFoundError(f'The model {storage_key} not found in the database.') + return MachineLearningModel.delete().where( + MachineLearningModel.f_storage_key == storage_key + ).execute() + def store(self, memory_io, storage_key, force_update=True): memory_io.seek(0) if not force_update and self.exists(storage_key): diff --git a/python/fate_flow/manager/model/engine/_tencent_cos.py b/python/fate_flow/manager/model/engine/_tencent_cos.py index b86cdc6da..5dfa2c5b8 100644 --- a/python/fate_flow/manager/model/engine/_tencent_cos.py +++ b/python/fate_flow/manager/model/engine/_tencent_cos.py @@ -67,6 +67,18 @@ def read(self, storage_key): LOGGER.info(f"Read model {storage_key} from Tencent COS successfully") return _io + def delete(self, storage_key): + if not self.exists(storage_key): + raise FileExistsError(f'The model {storage_key} not exist in the Cos.') + try: + rt = self.client.delete_bucket( + Bucket=self.Bucket, + Key=storage_key + ) + except Exception as e: + LOGGER.exception(e) + raise Exception(f"Delete model {storage_key} from Tencent COS failed: {e}") + @staticmethod def init_client(storage_address): from qcloud_cos import CosS3Client, CosConfig diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/model/handel/_base.py index 28e226b97..4ad290a1f 100644 --- a/python/fate_flow/manager/model/handel/_base.py +++ b/python/fate_flow/manager/model/handel/_base.py @@ -44,6 +44,14 @@ def upload(self, model_file: FileStorage, dir_name, file_name, model_id, model_v model_meta = self._upload(model_file=model_file, storage_key=storage_key) self.log_meta(model_meta, storage_key) + def delete(self, job_id, role, party_id, task_name): + model_metas = ModelMeta.query(job_id=job_id, role=role, party_id=party_id, task_name=task_name, reverse=True) + if not model_metas: + raise ValueError(ReturnCode.Task.NO_FOUND_MODEL_OUTPUT, "No found output model") + for meta in model_metas: + self._delete(storage_key=meta.f_storage_key) + self.delete_meta(job_id=job_id, role=role, party_id=party_id, task_name=task_name, storage_engine=self.name) + def log_meta(self, model_meta: MLModelSpec, storage_key: str): execution_id = model_meta.party.party_task_id task = JobSaver.query_task_by_execution_id(execution_id=execution_id) @@ -60,6 +68,10 @@ def log_meta(self, model_meta: MLModelSpec, storage_key: str): } ModelMeta.save(**meta_info) + @staticmethod + def delete_meta(**kwargs): + return ModelMeta.delete(**kwargs) + def meta_info(self, model_meta: MLModelSpec): execution_id = model_meta.party.party_task_id task = JobSaver.query_task_by_execution_id(execution_id=execution_id) @@ -94,6 +106,9 @@ def _download(self, **kwargs): def _read(self, storage_key): raise NotImplementedError() + def _delete(self, storage_key): + raise NotImplementedError() + @classmethod def read_meta(cls, _tar: tarfile.TarFile) -> MLModelSpec: for name in _tar.getnames(): diff --git a/python/fate_flow/manager/model/handel/_file.py b/python/fate_flow/manager/model/handel/_file.py index 50be183d9..381bea8bb 100644 --- a/python/fate_flow/manager/model/handel/_file.py +++ b/python/fate_flow/manager/model/handel/_file.py @@ -49,6 +49,10 @@ def _read(self, storage_key): _tar_io = self._tar_io(_p) return self.read_model(_tar_io) + def _delete(self, storage_key): + _p = self._generate_model_storage_path(storage_key) + return os.remove(_p) + @staticmethod def _tar_io(path): with open(path, "rb") as f: diff --git a/python/fate_flow/manager/model/handel/_mysql.py b/python/fate_flow/manager/model/handel/_mysql.py index f51caefe2..8cea57ea3 100644 --- a/python/fate_flow/manager/model/handel/_mysql.py +++ b/python/fate_flow/manager/model/handel/_mysql.py @@ -49,6 +49,9 @@ def _read(self, storage_key): _tar_io = self._tar_io(memory) return self.read_model(_tar_io) + def _delete(self, storage_key): + self.engine.delete(storage_key=storage_key) + def save_as(self): pass diff --git a/python/fate_flow/manager/model/handel/_tencent_cos.py b/python/fate_flow/manager/model/handel/_tencent_cos.py index 0289994f5..f3e6cd1ab 100644 --- a/python/fate_flow/manager/model/handel/_tencent_cos.py +++ b/python/fate_flow/manager/model/handel/_tencent_cos.py @@ -49,6 +49,9 @@ def _read(self, storage_key): _tar_io = self._tar_io(memory) return self.read_model(_tar_io) + def _delete(self, storage_key): + return self.engine.delete(storage_key=storage_key) + def save_as(self): pass diff --git a/python/fate_flow/manager/model/model_manager.py b/python/fate_flow/manager/model/model_manager.py index 6412d7092..90485a232 100644 --- a/python/fate_flow/manager/model/model_manager.py +++ b/python/fate_flow/manager/model/model_manager.py @@ -42,3 +42,7 @@ def download_model(cls, model_id, model_version, dir_name, file_name): @classmethod def read_model(cls, job_id, role, party_id, task_name): return cls.handle.read(job_id, role, party_id, task_name) + + @classmethod + def delete_model(cls, job_id, role, party_id, task_name): + return cls.handle.delete(job_id, role, party_id, task_name) diff --git a/python/fate_flow/manager/model/model_meta.py b/python/fate_flow/manager/model/model_meta.py index 3b8269eb9..6a8f4411c 100644 --- a/python/fate_flow/manager/model/model_meta.py +++ b/python/fate_flow/manager/model/model_meta.py @@ -24,3 +24,7 @@ def save(cls, **meta_info): @classmethod def query(cls, job_id, role, party_id, task_name, **kwargs): return cls._query(PipelineModelMeta, job_id=job_id, role=role, party_id=party_id, task_name=task_name, **kwargs) + + @classmethod + def delete(cls, **kwargs): + return cls._delete(PipelineModelMeta, **kwargs) diff --git a/python/fate_flow/manager/service/output_manager.py b/python/fate_flow/manager/service/output_manager.py index 01c0331f8..a14f90425 100644 --- a/python/fate_flow/manager/service/output_manager.py +++ b/python/fate_flow/manager/service/output_manager.py @@ -12,13 +12,8 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -import operator - -from fate_flow.db.base_models import DB, BaseModelOperate -from fate_flow.db.db_models import TrackingOutputInfo, Metric -from fate_flow.entity.types import MetricData -from fate_flow.utils import db_utils -from fate_flow.utils.log_utils import schedule_logger +from fate_flow.db.base_models import BaseModelOperate +from fate_flow.db.db_models import TrackingOutputInfo class OutputDataTracking(BaseModelOperate): @@ -30,138 +25,3 @@ def create(cls, entity_info): @classmethod def query(cls, reverse=False, **kwargs): return cls._query(TrackingOutputInfo, reverse=reverse, **kwargs) - - -class OutputModel(BaseModelOperate): - @classmethod - def create(cls, entity_info): - # name, namespace, key, meta, job_id, role, party_id, task_id, task_version - cls._create_entity(TrackingOutputInfo, entity_info) - - @classmethod - def query(cls, reverse=False, **kwargs): - return cls._query(TrackingOutputInfo, reverse=reverse, **kwargs) - - -class OutputMetric: - def __init__(self, job_id: str, role: str, party_id: str, task_name: str, task_id: str = None, - task_version: int = None): - self.job_id = job_id - self.role = role - self.party_id = party_id - self.task_name = task_name - self.task_id = task_id - self.task_version = task_version - - def save_output_metrics(self, data, incomplete): - return self._insert_metrics_into_db( - self.job_id, self.role, self.party_id, self.task_id, self.task_version, self.task_name, MetricData(**data), - incomplete - ) - - def save_as(self, job_id, role, party_id, task_name, task_id, task_version): - metrics = self.read_metrics() - for metric in metrics: - self._insert_metrics_into_db( - job_id, role, party_id, task_id, task_version, task_name, MetricData(**metric), - incomplete=metric.get("incomplete") - ) - - @DB.connection_context() - def _insert_metrics_into_db(self, job_id, role, party_id, task_id, task_version, task_name, data: MetricData, incomplete: bool): - try: - model_class = self.get_model_class(job_id) - if not model_class.table_exists(): - model_class.create_table() - tracking_metric = model_class() - tracking_metric.f_job_id = job_id - tracking_metric.f_task_id = task_id - tracking_metric.f_task_version = task_version - tracking_metric.f_role = role - tracking_metric.f_party_id = party_id - tracking_metric.f_task_name = task_name - - tracking_metric.f_namespace = data.namespace - tracking_metric.f_name = data.name - tracking_metric.f_type = data.type - tracking_metric.f_groups = data.groups - tracking_metric.f_metadata = data.metadata - tracking_metric.f_data = data.data - tracking_metric.f_incomplete = incomplete - tracking_metric.save() - except Exception as e: - schedule_logger(job_id).exception( - "An exception where inserted metric {} of metric namespace: {} to database:\n{}".format( - data.name, - data.namespace, - e - )) - - @DB.connection_context() - def read_metrics(self, filters_args: dict = None): - try: - if not filters_args: - filters_args = {} - tracking_metric_model = self.get_model_class(self.job_id) - key_list = ["namespace", "name", "type", "groups", "incomplete"] - filters = [ - tracking_metric_model.f_job_id == self.job_id, - tracking_metric_model.f_role == self.role, - tracking_metric_model.f_party_id == self.party_id, - tracking_metric_model.f_task_id == self.task_id, - tracking_metric_model.f_task_version == self.task_version - ] - for k, v in filters_args.items(): - if k in key_list: - if v is not None: - filters.append(operator.attrgetter(f"f_{k}")(tracking_metric_model) == v) - metrics = tracking_metric_model.select( - tracking_metric_model.f_namespace, - tracking_metric_model.f_name, - tracking_metric_model.f_type, - tracking_metric_model.f_groups, - tracking_metric_model.f_data, - tracking_metric_model.f_metadata, - tracking_metric_model.f_incomplete - ).where(*filters) - return [metric.to_human_model_dict() for metric in metrics] - except Exception as e: - schedule_logger(self.job_id).exception(e) - raise e - - @DB.connection_context() - def query_metric_keys(self): - try: - tracking_metric_model = self.get_model_class(self.job_id) - metrics = tracking_metric_model.select( - tracking_metric_model.f_namespace, - tracking_metric_model.f_name, - tracking_metric_model.f_type, - tracking_metric_model.f_groups, - tracking_metric_model.f_incomplete - ).where( - tracking_metric_model.f_job_id == self.job_id, - tracking_metric_model.f_role == self.role, - tracking_metric_model.f_party_id == self.party_id, - tracking_metric_model.f_task_id == self.task_id, - tracking_metric_model.f_task_version == self.task_version - ).distinct() - return [metric.to_human_model_dict() for metric in metrics] - except Exception as e: - schedule_logger(self.job_id).exception(e) - raise e - - @DB.connection_context() - def clean_metrics(self): - tracking_metric_model = self.get_model_class(self.job_id) - operate = tracking_metric_model.delete().where( - tracking_metric_model.f_task_id == self.task_id, - tracking_metric_model.f_task_version == self.task_version, - tracking_metric_model.f_role == self.role, - tracking_metric_model.f_party_id == self.party_id - ) - return operate.execute() > 0 - - @staticmethod - def get_model_class(job_id): - return db_utils.get_dynamic_db_model(Metric, job_id) diff --git a/python/fate_flow/operation/base_saver.py b/python/fate_flow/operation/base_saver.py index 63ccf391c..0b88d274a 100644 --- a/python/fate_flow/operation/base_saver.py +++ b/python/fate_flow/operation/base_saver.py @@ -54,7 +54,8 @@ def _create_task(cls, task_obj, task_info): @classmethod @DB.connection_context() def _delete_job(cls, job_obj, job_id): - job_obj.delete().where(job_obj.f_job_id == job_id) + _op = job_obj.delete().where(job_obj.f_job_id == job_id) + return _op.execute() > 0 @classmethod def _update_job_status(cls, job_obj, job_info): diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index fdb2a8a8b..e90dd96c8 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -99,6 +99,7 @@ MODEL_STORE_PATH = MODEL_DIR or os.path.join(get_fate_flow_directory(), "model") LOCAL_DATA_STORE_PATH = DATA_DIR or os.path.join(get_fate_flow_directory(), "data") LOG_LEVEL = LOG_LEVEL or "DEBUG" +LOG_SHARE = False FATE_FLOW_LOG_DIR = os.path.join(LOG_DIR, "fate_flow") WORKERS_DIR = os.path.join(LOG_DIR, "workers") diff --git a/python/fate_flow/utils/log.py b/python/fate_flow/utils/log.py index 8731e41c7..e8abfe320 100644 --- a/python/fate_flow/utils/log.py +++ b/python/fate_flow/utils/log.py @@ -21,6 +21,8 @@ from logging.handlers import TimedRotatingFileHandler from threading import RLock +from fate_flow.runtime.system_settings import LOG_SHARE + class LoggerFactory(object): TYPE = "FILE" @@ -31,7 +33,7 @@ class LoggerFactory(object): LOG_DIR = None PARENT_LOG_DIR = None - log_share = True + log_share = LOG_SHARE append_to_parent_log = None diff --git a/python/fate_flow/utils/log_utils.py b/python/fate_flow/utils/log_utils.py index 1e3aed6cd..0e119489d 100644 --- a/python/fate_flow/utils/log_utils.py +++ b/python/fate_flow/utils/log_utils.py @@ -20,7 +20,6 @@ import logging from fate_flow.runtime.system_settings import FATE_FLOW_LOG_DIR, LOG_DIR -from fate_flow.utils.file_utils import get_fate_flow_directory from fate_flow.utils.log import LoggerFactory, getLogger From 4847e91e95a492bd725fb3a1b8ee24127666543b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Sat, 6 May 2023 15:06:19 +0800 Subject: [PATCH 089/482] update service api Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/service_conf.yaml | 1 + python/fate_flow/apps/client/job_app.py | 12 + python/fate_flow/apps/client/server_app.py | 92 ++++ python/fate_flow/controller/config_manager.py | 2 + python/fate_flow/db/db_models.py | 24 + python/fate_flow/entity/code/_api.py | 1 + python/fate_flow/entity/types/__init__.py | 1 + python/fate_flow/entity/types/_instance.py | 45 ++ python/fate_flow/errors/__init__.py | 7 + python/fate_flow/errors/error_services.py | 24 + python/fate_flow/fate_flow_server.py | 2 + .../manager/service/service_manager.py | 514 ++++++++++++++++++ python/fate_flow/runtime/runtime_config.py | 5 + python/fate_flow/runtime/system_settings.py | 18 + python/fate_flow/utils/version.py | 2 +- 15 files changed, 749 insertions(+), 1 deletion(-) create mode 100644 python/fate_flow/apps/client/server_app.py create mode 100644 python/fate_flow/entity/types/_instance.py create mode 100644 python/fate_flow/errors/__init__.py create mode 100644 python/fate_flow/errors/error_services.py create mode 100644 python/fate_flow/manager/service/service_manager.py diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index b83f4ba41..4f9ea18d9 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -1,4 +1,5 @@ force_use_sqlite: true +use_registry: false party_id: "10000" fateflow: host: 127.0.0.1 diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index ea0d9ff07..7d921d7be 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -146,3 +146,15 @@ def clean_queue(): def clean_job(job_id): JobController.clean_job(job_id=job_id) return API.Output.json() + + +@manager.route('/dag/dependency', methods=['GET']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +def dag_dependency(job_id, role, party_id): + jobs = JobController.query_job(job_id=job_id, role=role, party_id=party_id) + if not jobs: + return API.Output.json(code=ReturnCode.Job.NOT_FOUND, message="job not found") + # todo + return API.Output.json(data={}) diff --git a/python/fate_flow/apps/client/server_app.py b/python/fate_flow/apps/client/server_app.py new file mode 100644 index 000000000..a75b9327b --- /dev/null +++ b/python/fate_flow/apps/client/server_app.py @@ -0,0 +1,92 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from webargs import fields + +from fate_flow.entity.code import ReturnCode +from fate_flow.manager.service.service_manager import ServiceRegistry, ServerRegistry +from fate_flow.runtime.runtime_config import RuntimeConfig +from fate_flow.utils.api_utils import API + + +@manager.route('/fateflow', methods=['GET']) +def fate_flow_server_info(): + data = RuntimeConfig.SERVICE_DB.get_servers() + return API.Output.json(data=data) + + +@manager.route('/query/all', methods=['GET']) +def query_all(): + data = ServerRegistry.get_all() + return API.Output.json(data=data) + + +@manager.route('/query', methods=['GET']) +@API.Input.params(server_name=fields.String(required=True)) +def query_server(server_name): + server_list = ServerRegistry.query_server_info_from_db(server_name) + if not server_list: + return API.Output.json(code=ReturnCode.Server.NO_FOUND, message=f"no found server {server_name}") + return API.Output.json(data=server_list[0].to_human_model_dict()) + + +@manager.route('/registry', methods=['POST']) +@API.Input.json(server_name=fields.String(required=True)) +@API.Input.json(host=fields.String(required=True)) +@API.Input.json(port=fields.Integer(required=True)) +@API.Input.json(protocol=fields.String(required=False)) +def register_server(server_name, host, port, protocol="http"): + server_info = ServerRegistry.register(server_name, host, port, protocol) + return API.Output.json(data=server_info) + + +@manager.route('/delete', methods=['POST']) +@API.Input.json(server_name=fields.String(required=True)) +def delete_server(server_name): + status = ServerRegistry.delete_server_from_db(server_name) + return API.Output.json(message="success" if status else "failed") + + +@manager.route('/service/query', methods=['GET']) +@API.Input.params(server_name=fields.String(required=True)) +@API.Input.params(service_name=fields.String(required=True)) +def query_service(server_name, service_name): + service_list = ServiceRegistry.load_service(server_name=server_name, service_name=service_name) + if not service_list: + return API.Output.json(code=ReturnCode.Server.NO_FOUND, message=f"no found server {server_name}") + return API.Output.json(data=service_list[0].to_human_model_dict()) + + +@manager.route('/service/registry', methods=['POST']) +@API.Input.json(server_name=fields.String(required=True)) +@API.Input.json(service_name=fields.String(required=True)) +@API.Input.json(uri=fields.String(required=True)) +@API.Input.json(method=fields.String(required=False)) +@API.Input.json(params=fields.Dict(required=False)) +@API.Input.json(data=fields.Dict(required=False)) +@API.Input.json(headers=fields.Dict(required=False)) +@API.Input.json(protocol=fields.String(required=False)) +def registry_service(server_name, service_name, uri, method="POST", params=None, data=None, headers=None, protocol="http"): + ServiceRegistry.save_service_info(server_name=server_name, service_name=service_name, uri=uri, method=method, + params=params, data=data, headers=headers, protocol=protocol) + return API.Output.json() + + +@manager.route('/service/delete', methods=['POST']) +@API.Input.json(server_name=fields.String(required=True)) +@API.Input.json(service_name=fields.String(required=True)) +def delete_service(server_name, service_name): + status = ServiceRegistry.delete(server_name, service_name) + return API.Output.json(message="success" if status else "failed") diff --git a/python/fate_flow/controller/config_manager.py b/python/fate_flow/controller/config_manager.py index a18a11317..c5db9ae41 100644 --- a/python/fate_flow/controller/config_manager.py +++ b/python/fate_flow/controller/config_manager.py @@ -14,6 +14,7 @@ # limitations under the License. # from fate_flow.manager.service.resource_manager import ResourceManager +from fate_flow.manager.service.service_manager import ServerRegistry from fate_flow.runtime.job_default_config import JobDefaultConfig @@ -22,3 +23,4 @@ class ConfigManager: def load(cls): JobDefaultConfig.load() ResourceManager.initialize() + ServerRegistry.load() diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index 2f67c3b6a..ec6ce1afb 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -219,3 +219,27 @@ class PipelineModelMeta(DataBaseModel): class Meta: db_table = 't_model_meta' primary_key = CompositeKey('f_job_id', 'f_storage_key', "f_storage_engine") + + +class ServerRegistryInfo(DataBaseModel): + f_server_name = CharField(max_length=30, index=True) + f_host = CharField(max_length=30) + f_port = IntegerField() + f_protocol = CharField(max_length=10) + + class Meta: + db_table = "t_server" + + +class ServiceRegistryInfo(DataBaseModel): + f_server_name = CharField(max_length=30) + f_service_name = CharField(max_length=30) + f_url = CharField(max_length=100) + f_method = CharField(max_length=10) + f_params = JSONField(null=True) + f_data = JSONField(null=True) + f_headers = JSONField(null=True) + + class Meta: + db_table = "t_service" + primary_key = CompositeKey('f_server_name', 'f_service_name') diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index b6c316cff..f0c3f029f 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -55,6 +55,7 @@ class Server: EXCEPTION = 6000 FUNCTION_RESTRICTED = 6001 RETURN_NO_JSON = 6002 + NO_FOUND = 6003 class Table: NO_FOUND = 7001 diff --git a/python/fate_flow/entity/types/__init__.py b/python/fate_flow/entity/types/__init__.py index 9894ae7bc..0032e9000 100644 --- a/python/fate_flow/entity/types/__init__.py +++ b/python/fate_flow/entity/types/__init__.py @@ -22,3 +22,4 @@ from ._federation import * from ._command import * from ._api import * +from ._instance import * diff --git a/python/fate_flow/entity/types/_instance.py b/python/fate_flow/entity/types/_instance.py new file mode 100644 index 000000000..13c708ef4 --- /dev/null +++ b/python/fate_flow/entity/types/_instance.py @@ -0,0 +1,45 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from .._base import BaseEntity + + +class FlowInstance(BaseEntity): + def __init__(self, **kwargs): + self.instance_id = None, + self.timestamp = None, + self.version = None, + self.host = None, + self.grpc_port = None, + self.http_port = None + for k, v in kwargs.items(): + if hasattr(self, k): + setattr(self, k, v) + + def to_dict(self): + d = {} + for k, v in self.__dict__.items(): + if v is None: + continue + d[k] = v + return d + + @property + def grpc_address(self): + return f'{self.host}:{self.grpc_port}' + + @property + def http_address(self): + return f'{self.host}:{self.http_port}' diff --git a/python/fate_flow/errors/__init__.py b/python/fate_flow/errors/__init__.py new file mode 100644 index 000000000..242b6ff9b --- /dev/null +++ b/python/fate_flow/errors/__init__.py @@ -0,0 +1,7 @@ +class FateFlowError(Exception): + message = 'Unknown Fate Flow Error' + + def __init__(self, message=None, *args, **kwargs): + message = str(message) if message is not None else self.message + message = message.format(*args, **kwargs) + super().__init__(message) diff --git a/python/fate_flow/errors/error_services.py b/python/fate_flow/errors/error_services.py new file mode 100644 index 000000000..67df7ac3d --- /dev/null +++ b/python/fate_flow/errors/error_services.py @@ -0,0 +1,24 @@ +from fate_flow.errors import FateFlowError + +__all__ = ['ServicesError', 'ServiceNotSupported', 'ZooKeeperNotConfigured', + 'MissingZooKeeperUsernameOrPassword', 'ZooKeeperBackendError'] + + +class ServicesError(FateFlowError): + message = 'Unknown services error' + + +class ServiceNotSupported(ServicesError): + message = 'The service {service_name} is not supported' + + +class ZooKeeperNotConfigured(ServicesError): + message = 'ZooKeeper has not been configured' + + +class MissingZooKeeperUsernameOrPassword(FateFlowError): + message = 'Using ACL for ZooKeeper is enabled but username or password is not configured' + + +class ZooKeeperBackendError(ServicesError): + message = 'ZooKeeper backend error: {error_message}' diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index 9c04e9beb..1a85e3c0b 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -25,6 +25,7 @@ from fate_flow.hook import HookManager from fate_flow.manager.service.app_manager import AppManager from fate_flow.manager.service.provider_manager import ProviderManager +from fate_flow.manager.service.service_manager import service_db from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.db.base_models import init_database_tables as init_flow_db from fate_flow.detection.detector import Detector, FederatedDetector @@ -64,6 +65,7 @@ def server_init(): RuntimeConfig.init_config(JOB_SERVER_HOST=HOST, HTTP_PORT=HTTP_PORT) RuntimeConfig.set_process_role(ProcessRole.DRIVER) RuntimeConfig.init_config() + RuntimeConfig.set_service_db(service_db()) # manager ConfigManager.load() diff --git a/python/fate_flow/manager/service/service_manager.py b/python/fate_flow/manager/service/service_manager.py new file mode 100644 index 000000000..1ac13d831 --- /dev/null +++ b/python/fate_flow/manager/service/service_manager.py @@ -0,0 +1,514 @@ +# +# Copyright 2021 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import abc +import atexit +import json +import socket +import time +from functools import wraps +from pathlib import Path +from queue import Queue +from threading import Thread +from urllib import parse + +from kazoo.client import KazooClient +from kazoo.exceptions import NodeExistsError, NoNodeError, ZookeeperError +from kazoo.security import make_digest_acl +from shortuuid import ShortUUID + +from fate_flow.db import ServiceRegistryInfo, ServerRegistryInfo +from fate_flow.db.base_models import DB +from fate_flow.entity.types import FlowInstance +from fate_flow.errors.error_services import ServiceNotSupported, ServicesError, ZooKeeperNotConfigured, \ + MissingZooKeeperUsernameOrPassword, ZooKeeperBackendError +from fate_flow.runtime.reload_config_base import ReloadConfigBase +from fate_flow.runtime.system_settings import RANDOM_INSTANCE_ID, HOST, HTTP_PORT, GRPC_PORT, ZOOKEEPER_REGISTRY, \ + ZOOKEEPER, USE_REGISTRY, NGINX_HOST, NGINX_HTTP_PORT, FATE_FLOW_MODEL_TRANSFER_ENDPOINT, SERVICE_CONF_NAME +from fate_flow.utils import conf_utils, file_utils +from fate_flow.utils.log import getLogger +from fate_flow.utils.version import get_flow_version + +stat_logger = getLogger("fate_flow_stat") + +model_download_endpoint = f'http://{NGINX_HOST}:{NGINX_HTTP_PORT}{FATE_FLOW_MODEL_TRANSFER_ENDPOINT}' + +instance_id = ShortUUID().random(length=8) if RANDOM_INSTANCE_ID else f'flow-{HOST}-{HTTP_PORT}' +server_instance = ( + f'{HOST}:{GRPC_PORT}', + json.dumps({ + 'instance_id': instance_id, + 'timestamp': round(time.time() * 1000), + 'version': get_flow_version() or '', + 'host': HOST, + 'grpc_port': GRPC_PORT, + 'http_port': HTTP_PORT, + }), +) + + +def check_service_supported(method): + """Decorator to check if `service_name` is supported. + The attribute `supported_services` MUST be defined in class. + The first and second arguments of `method` MUST be `self` and `service_name`. + + :param Callable method: The class method. + :return: The inner wrapper function. + :rtype: Callable + """ + @wraps(method) + def magic(self, service_name, *args, **kwargs): + if service_name not in self.supported_services: + raise ServiceNotSupported(service_name=service_name) + return method(self, service_name, *args, **kwargs) + return magic + + +class ServicesDB(abc.ABC): + """Database for storage service urls. + Abstract base class for the real backends. + + """ + @property + @abc.abstractmethod + def supported_services(self): + """The names of supported services. + The returned list SHOULD contain `fateflow` (model download) and `servings` (FATE-Serving). + + :return: The service names. + :rtype: list + """ + pass + + @abc.abstractmethod + def _insert(self, service_name, service_url, value=''): + pass + + @check_service_supported + def insert(self, service_name, service_url, value=''): + """Insert a service url to database. + + :param str service_name: The service name. + :param str service_url: The service url. + :return: None + """ + try: + self._insert(service_name, service_url, value) + except ServicesError as e: + stat_logger.exception(e) + + @abc.abstractmethod + def _delete(self, service_name, service_url): + pass + + @check_service_supported + def delete(self, service_name, service_url): + """Delete a service url from database. + + :param str service_name: The service name. + :param str service_url: The service url. + :return: None + """ + try: + self._delete(service_name, service_url) + except ServicesError as e: + stat_logger.exception(e) + + def register_model(self, party_model_id, model_version): + # todo + pass + + def unregister_model(self, party_model_id, model_version): + """Call `self.delete` for delete a service url from database. + Currently, only `fateflow` (model download) urls are supported. + + :param str party_model_id: The party model id, `#` will be replaced with `_`. + :param str model_version: The model version. + :return: None + """ + # todo + pass + + def register_flow(self): + """Call `self.insert` for insert the flow server address to databae. + + :return: None + """ + self.insert('flow-server', *server_instance) + + def unregister_flow(self): + """Call `self.delete` for delete the flow server address from databae. + + :return: None + """ + self.delete('flow-server', server_instance[0]) + + @abc.abstractmethod + def _get_urls(self, service_name, with_values=False): + pass + + @check_service_supported + def get_urls(self, service_name, with_values=False): + """Query service urls from database. The urls may belong to other nodes. + Currently, only `fateflow` (model download) urls and `servings` (FATE-Serving) urls are supported. + `fateflow` is a url containing scheme, host, port and path, + while `servings` only contains host and port. + + :param str service_name: The service name. + :return: The service urls. + :rtype: list + """ + try: + return self._get_urls(service_name, with_values) + except ServicesError as e: + stat_logger.exception(e) + return [] + + def register_models(self): + """Register all service urls of each model to database on this node. + + :return: None + """ + # todo: + pass + + def unregister_models(self): + """Unregister all service urls of each model to database on this node. + + :return: None + """ + # todo + pass + + def get_servers(self): + servers = {} + for znode, value in self.get_urls('flow-server', True): + instance = FlowInstance(**json.loads(value)) + servers[instance.instance_id] = instance + return servers + + +class ZooKeeperDB(ServicesDB): + """ZooKeeper Database + + """ + znodes = ZOOKEEPER_REGISTRY + supported_services = znodes.keys() + + def __init__(self): + hosts = ZOOKEEPER.get('hosts') + if not isinstance(hosts, list) or not hosts: + raise ZooKeeperNotConfigured() + + client_kwargs = {'hosts': hosts} + + use_acl = ZOOKEEPER.get('use_acl', False) + if use_acl: + username = ZOOKEEPER.get('user') + password = ZOOKEEPER.get('password') + if not username or not password: + raise MissingZooKeeperUsernameOrPassword() + + client_kwargs['default_acl'] = [make_digest_acl(username, password, all=True)] + client_kwargs['auth_data'] = [('digest', ':'.join([username, password]))] + + try: + # `KazooClient` is thread-safe, it contains `_thread.RLock` and can not be pickle. + # So be careful when using `self.client` outside the class. + self.client = KazooClient(**client_kwargs) + self.client.start() + except ZookeeperError as e: + raise ZooKeeperBackendError(error_message=repr(e)) + + atexit.register(self.client.stop) + + self.znodes_list = Queue() + Thread(target=self._watcher).start() + + def _insert(self, service_name, service_url, value=''): + znode = self._get_znode_path(service_name, service_url) + value = value.encode('utf-8') + + try: + self.client.create(znode, value, ephemeral=True, makepath=True) + except NodeExistsError: + stat_logger.warning(f'Znode `{znode}` exists, add it to watch list.') + self.znodes_list.put((znode, value)) + except ZookeeperError as e: + raise ZooKeeperBackendError(error_message=repr(e)) + + def _delete(self, service_name, service_url): + znode = self._get_znode_path(service_name, service_url) + + try: + self.client.delete(znode) + except NoNodeError: + stat_logger.warning(f'Znode `{znode}` not found, ignore deletion.') + except ZookeeperError as e: + raise ZooKeeperBackendError(error_message=repr(e)) + + def _get_znode_path(self, service_name, service_url): + """Get the znode path by service_name. + + :param str service_name: The service name. + :param str service_url: The service url. + :return: The znode path composed of `self.znodes[service_name]` and escaped `service_url`. + :rtype: str + + """ + + return '/'.join([self.znodes[service_name], parse.quote(service_url, safe='')]) + + def _get_urls(self, service_name, with_values=False): + try: + _urls = self.client.get_children(self.znodes[service_name]) + except ZookeeperError as e: + raise ZooKeeperBackendError(error_message=repr(e)) + + urls = [] + + for url in _urls: + url = parse.unquote(url) + data = '' + znode = self._get_znode_path(service_name, url) + + if service_name == 'servings': + url = parse.urlparse(url).netloc or url + + if with_values: + try: + data = self.client.get(znode) + except NoNodeError: + stat_logger.warning(f'Znode `{znode}` not found, return empty value.') + except ZookeeperError as e: + raise ZooKeeperBackendError(error_message=repr(e)) + else: + data = data[0].decode('utf-8') + + urls.append((url, data) if with_values else url) + + return urls + + def _watcher(self): + while True: + znode, value = self.znodes_list.get() + + try: + self.client.create(znode, value, ephemeral=True, makepath=True) + except NodeExistsError: + stat = self.client.exists(znode) + + if stat is not None: + if stat.owner_session_id is None: + stat_logger.warning(f'Znode `{znode}` is not an ephemeral node.') + continue + if stat.owner_session_id == self.client.client_id[0]: + stat_logger.warning(f'Duplicate znode `{znode}`.') + continue + + self.znodes_list.put((znode, value)) + + +class FallbackDB(ServicesDB): + """Fallback Database. + This class get the service url from `conf/service_conf.yaml` + It cannot insert or delete the service url. + + """ + supported_services = ( + 'fateflow', + 'flow-server', + 'servings', + ) + + def _insert(self, *args, **kwargs): + pass + + def _delete(self, *args, **kwargs): + pass + + def _get_urls(self, service_name, with_values=False): + if service_name == 'fateflow': + return [(model_download_endpoint, '')] if with_values else [model_download_endpoint] + if service_name == 'flow-server': + return [server_instance] if with_values else [server_instance[0]] + + urls = getattr(ServerRegistry, service_name.upper(), []) + if isinstance(urls, dict): + urls = urls.get('hosts', []) + if not isinstance(urls, list): + urls = [urls] + return [(url, '') for url in urls] if with_values else urls + + +class ServerRegistry(ReloadConfigBase): + @classmethod + def load(cls): + cls.load_server_info_from_conf() + cls.load_server_info_from_db() + + @classmethod + def register(cls, server_name, host, port, protocol): + server_name = server_name.upper() + server_info = { + "host": host, + "port": port, + "protocol": protocol + } + cls.save_server_info_to_db(server_name, host, port=port, protocol=protocol) + setattr(cls, server_name, server_info) + server_info.update({"server_name": server_name}) + return server_info + + @classmethod + def delete_server_from_db(cls, server_name): + operate = ServerRegistryInfo.delete().where(ServerRegistryInfo.f_server_name == server_name.upper()) + return operate.execute() + + @classmethod + def parameter_check(cls, service_info): + if "host" in service_info and "port" in service_info: + cls.connection_test(service_info.get("host"), service_info.get("port")) + + @classmethod + def connection_test(cls, ip, port): + s = socket.socket(socket.AF_INET, socket.SOCK_STREAM) + result = s.connect_ex((ip, port)) + if result != 0: + raise ConnectionRefusedError(f"connection refused: host {ip}, port {port}") + + @classmethod + def query(cls, service_name, default=None): + service_info = getattr(cls, service_name, default) + if not service_info: + service_info = conf_utils.get_base_config(service_name, default) + return service_info + + @classmethod + @DB.connection_context() + def query_server_info_from_db(cls, server_name=None) -> [ServerRegistryInfo]: + if server_name: + server_list = ServerRegistryInfo.select().where(ServerRegistryInfo.f_server_name == server_name.upper()) + else: + server_list = ServerRegistryInfo.select() + return [server for server in server_list] + + @classmethod + @DB.connection_context() + def load_server_info_from_db(cls): + for server in cls.query_server_info_from_db(): + server_info = { + "host": server.f_host, + "port": server.f_port, + "protocol": server.f_protocol + } + setattr(cls, server.f_server_name.upper(), server_info) + + @classmethod + def load_server_info_from_conf(cls): + path = Path(file_utils.get_fate_flow_directory()) / 'conf' / SERVICE_CONF_NAME + conf = file_utils.load_yaml_conf(path) + if not isinstance(conf, dict): + raise ValueError('invalid config file') + + local_path = path.with_name(f'local.{SERVICE_CONF_NAME}') + if local_path.exists(): + local_conf = file_utils.load_yaml_conf(local_path) + if not isinstance(local_conf, dict): + raise ValueError('invalid local config file') + conf.update(local_conf) + for k, v in conf.items(): + if isinstance(v, dict): + setattr(cls, k.upper(), v) + + @classmethod + @DB.connection_context() + def save_server_info_to_db(cls, server_name, host, port, protocol="http"): + server_info = { + "f_server_name": server_name, + "f_host": host, + "f_port": port, + "f_protocol": protocol + } + entity_model, status = ServerRegistryInfo.get_or_create( + f_server_name=server_name, + defaults=server_info) + if status is False: + for key in server_info: + setattr(entity_model, key, server_info[key]) + entity_model.save(force_insert=False) + + +class ServiceRegistry: + @classmethod + @DB.connection_context() + def load_service(cls, server_name, service_name) -> [ServiceRegistryInfo]: + server_name = server_name.upper() + service_registry_list = ServiceRegistryInfo.query(server_name=server_name, service_name=service_name) + return [service for service in service_registry_list] + + @classmethod + @DB.connection_context() + def save_service_info(cls, server_name, service_name, uri, method="POST", server_info=None, params=None, data=None, headers=None, protocol="http"): + server_name = server_name.upper() + if not server_info: + server_list = ServerRegistry.query_server_info_from_db(server_name=server_name) + if not server_list: + raise Exception(f"no found server {server_name}") + server_info = server_list[0] + url = f"{server_info.f_protocol}://{server_info.f_host}:{server_info.f_port}{uri}" + else: + url = f"{server_info.get('protocol', protocol)}://{server_info.get('host')}:{server_info.get('port')}{uri}" + service_info = { + "f_server_name": server_name, + "f_service_name": service_name, + "f_url": url, + "f_method": method, + "f_params": params if params else {}, + "f_data": data if data else {}, + "f_headers": headers if headers else {} + } + entity_model, status = ServiceRegistryInfo.get_or_create( + f_server_name=server_name, + f_service_name=service_name, + defaults=service_info) + if status is False: + for key in service_info: + setattr(entity_model, key, service_info[key]) + entity_model.save(force_insert=False) + + @classmethod + @DB.connection_context() + def delete(cls, server_name, service_name): + server_name = server_name.upper() + operate = ServiceRegistryInfo.delete().where(ServiceRegistryInfo.f_server_name == server_name.upper(), + ServiceRegistryInfo.f_service_name == service_name) + return operate.execute() + + +def service_db(): + """Initialize services database. + Currently only ZooKeeper is supported. + + :return ZooKeeperDB if `use_registry` is `True`, else FallbackDB. + FallbackDB is a compatible class and it actually does nothing. + """ + if not USE_REGISTRY: + return FallbackDB() + if isinstance(USE_REGISTRY, str): + if USE_REGISTRY.lower() == 'zookeeper': + return ZooKeeperDB() + # backward compatibility + return ZooKeeperDB() diff --git a/python/fate_flow/runtime/runtime_config.py b/python/fate_flow/runtime/runtime_config.py index c426ef10a..4ebe79e6b 100644 --- a/python/fate_flow/runtime/runtime_config.py +++ b/python/fate_flow/runtime/runtime_config.py @@ -28,6 +28,7 @@ class RuntimeConfig(ReloadConfigBase): SCHEDULE_CLIENT: FlowSchedulerApi = None SCHEDULER: JobSchedulerABC = None CLIENT_ROLE = list() + SERVICE_DB = None ENV = dict() @classmethod @@ -73,3 +74,7 @@ def set_client_roles(cls, *roles): for role in roles: if role not in cls.CLIENT_ROLE: cls.CLIENT_ROLE.append(role) + + @classmethod + def set_service_db(cls, service_db): + cls.SERVICE_DB = service_db diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index e90dd96c8..6bfe99a28 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -45,6 +45,10 @@ HTTP_PORT = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("http_port") GRPC_PORT = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("grpc_port") +NGINX_HOST = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("nginx", {}).get("host") or HOST +NGINX_HTTP_PORT = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("nginx", {}).get("http_port") or HTTP_PORT +RANDOM_INSTANCE_ID = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("random_instance_id", False) + PROTOCOL = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("protocol", "http") PROXY_NAME = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("proxy_name") @@ -56,6 +60,7 @@ WORKER = get_base_config("worker", {}) DEFAULT_PROVIDER = get_base_config("default_provider", {}) CASBIN_MODEL_CONF = os.path.join(FATE_FLOW_CONF_PATH, "casbin_model.conf") +SERVICE_CONF_NAME = "service_conf.yaml" DATABASE = decrypt_database_config() @@ -111,3 +116,16 @@ VERSION_FILE_PATH = os.path.join(get_fate_flow_directory(), "fateflow.env") FATE_FLOW_PROVIDER_PATH = get_fate_flow_directory("python") FATE_FLOW_CONF_PATH = get_fate_flow_directory() + +# Registry +FATE_FLOW_MODEL_TRANSFER_ENDPOINT = "/v1/model/transfer" +ZOOKEEPER = get_base_config("zookeeper", {}) +ZOOKEEPER_REGISTRY = { + # server + 'flow-server': "/FATE-COMPONENTS/fate-flow", + # model service + 'fateflow': "/FATE-SERVICES/flow/online/transfer/providers", + 'servings': "/FATE-SERVICES/serving/online/publishLoad/providers", +} +USE_REGISTRY = get_base_config("use_registry") + diff --git a/python/fate_flow/utils/version.py b/python/fate_flow/utils/version.py index bc3bbbc85..5e33fac4e 100644 --- a/python/fate_flow/utils/version.py +++ b/python/fate_flow/utils/version.py @@ -28,4 +28,4 @@ def get_versions() -> typing.Mapping[str, typing.Any]: def get_flow_version() -> typing.Optional[str]: - return get_versions().get("FATEFlow") \ No newline at end of file + return get_versions().get("FATEFlow") From 89e0a245f1296e566c70ece825c9ef24fd80c806 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 8 May 2023 10:28:45 +0800 Subject: [PATCH 090/482] update api Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/job_app.py | 14 +- python/fate_flow/apps/client/model_app.py | 62 +++++++++ python/fate_flow/apps/client/output_app.py | 16 ++- python/fate_flow/apps/client/provider_app.py | 4 +- python/fate_flow/apps/client/server_app.py | 6 +- python/fate_flow/apps/client/site_app.py | 3 +- python/fate_flow/apps/client/table_app.py | 5 +- python/fate_flow/apps/partner/partner_app.py | 76 ++++++----- .../fate_flow/apps/scheduler/scheduler_app.py | 6 +- python/fate_flow/controller/app_controller.py | 5 +- python/fate_flow/controller/job_controller.py | 15 ++- python/fate_flow/entity/code/_api.py | 25 ++-- python/fate_flow/errors/__init__.py | 18 ++- python/fate_flow/errors/job/__init__.py | 122 ++++++++++++++++++ .../hook/flow/client_authentication.py | 9 +- .../hub/scheduler/default/_scheduler.py | 3 +- .../fate_flow/manager/model/handel/_base.py | 5 +- python/fate_flow/operation/job_saver.py | 3 +- python/fate_flow/utils/api_utils.py | 7 + python/fate_flow/utils/grpc_utils.py | 3 +- 20 files changed, 324 insertions(+), 83 deletions(-) create mode 100644 python/fate_flow/apps/client/model_app.py create mode 100644 python/fate_flow/errors/job/__init__.py diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index 7d921d7be..61865ce79 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -21,6 +21,7 @@ from fate_flow.controller.job_controller import JobController from fate_flow.entity.code import ReturnCode +from fate_flow.errors.job import NoFoundJob, NoFoundTask, FileNoFound from fate_flow.utils import job_utils from fate_flow.utils.api_utils import API @@ -40,9 +41,8 @@ def submit_job(dag_schema): def query_job(job_id=None, role=None, party_id=None, status=None): jobs = JobController.query_job(job_id=job_id, role=role, party_id=party_id, status=status) if not jobs: - return API.Output.json(code=ReturnCode.Job.NOT_FOUND, message="job no found") - return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", - data=[job.to_human_model_dict() for job in jobs]) + return API.Output.fate_flow_exception(NoFoundJob(job_id=job_id, role=role, party_id=party_id, status=status)) + return API.Output.json(data=[job.to_human_model_dict() for job in jobs]) @manager.route('/stop', methods=['POST']) @@ -57,7 +57,7 @@ def request_stop_job(job_id=None): def request_rerun_job(job_id=None): jobs = JobController.query_job(job_id=job_id) if not jobs: - return API.Output.json(code=ReturnCode.Job.NOT_FOUND, message="job not found") + return API.Output.fate_flow_exception(NoFoundJob(job_id=job_id)) rerun_result = JobController.request_rerun_job(job=jobs[0]) return API.Output.json(**rerun_result) @@ -94,7 +94,7 @@ def query_task(job_id=None, role=None, party_id=None, status=None, task_name=Non tasks = JobController.query_tasks(job_id=job_id, role=role, party_id=party_id, status=status, task_name=task_name, task_id=task_id, task_version=task_version) if not tasks: - return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task no found") + return API.Output.fate_flow_exception(NoFoundTask()) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=[task.to_human_model_dict() for task in tasks]) @@ -123,7 +123,7 @@ def query_task_list(limit=0, page=0, job_id=None, role=None, party_id=None, task def download_job_logs(job_id): job_log_dir = job_utils.get_job_log_directory(job_id=job_id) if not os.path.exists(job_log_dir): - return API.Output.json(code=ReturnCode.API.FILE_EXCEPTION, message="no found job logs") + return API.Output.fate_flow_exception(e=FileNoFound(path=job_log_dir)) memory_file = io.BytesIO() with tarfile.open(fileobj=memory_file, mode='w:gz') as tar: for root, _, files in os.walk(job_log_dir): @@ -155,6 +155,6 @@ def clean_job(job_id): def dag_dependency(job_id, role, party_id): jobs = JobController.query_job(job_id=job_id, role=role, party_id=party_id) if not jobs: - return API.Output.json(code=ReturnCode.Job.NOT_FOUND, message="job not found") + return API.Output.fate_flow_exception(NoFoundJob(job_id=job_id)) # todo return API.Output.json(data={}) diff --git a/python/fate_flow/apps/client/model_app.py b/python/fate_flow/apps/client/model_app.py new file mode 100644 index 000000000..7b34428ec --- /dev/null +++ b/python/fate_flow/apps/client/model_app.py @@ -0,0 +1,62 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from webargs import fields + +from fate_flow.utils.api_utils import API + + +@manager.route('/deploy', methods=['POST']) +@API.Input.json(model_id=fields.String(required=True)) +@API.Input.json(model_version=fields.Integer(required=True)) +def deploy(model_id, model_version): + # todo: + return API.Output.json() + + +@manager.route('/load', methods=['POST']) +def load(): + # todo: + return API.Output.json() + + +@manager.route('/migrate', methods=['POST']) +def migrate(): + # todo: + return API.Output.json() + + +@manager.route('/export', methods=['POST']) +def export(): + # todo: + return API.Output.json() + + +@manager.route('/import', methods=['POST']) +def import_model(): + # todo: + return API.Output.json() + + +@manager.route('/store', methods=['POST']) +def store(): + # todo: + return API.Output.json() + + +@manager.route('/restore', methods=['POST']) +def restore(): + # todo: + return API.Output.json() diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 3274a77e4..ed6657898 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -16,6 +16,7 @@ from webargs import fields from fate_flow.entity.code import ReturnCode +from fate_flow.errors.job import NoFoundTask from fate_flow.manager.model.model_manager import PipelinedModel from fate_flow.manager.metric.metric_manager import OutputMetric from fate_flow.operation.job_saver import JobSaver @@ -30,7 +31,8 @@ def query_metric_key(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: - return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") + return API.Output.fate_flow_exception(e=NoFoundTask(job_id=job_id, role=role, party_id=party_id, + task_name=task_name)) metric_keys = OutputMetric(job_id=job_id, role=role, party_id=party_id, task_name=task_name, task_id=tasks[0].f_task_id, task_version=tasks[0].f_task_version).query_metric_keys() return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success', data=metric_keys) @@ -45,7 +47,8 @@ def query_metric_key(job_id, role, party_id, task_name): def query_metric(job_id, role, party_id, task_name, filters=None): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: - return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") + return API.Output.fate_flow_exception(e=NoFoundTask(job_id=job_id, role=role, party_id=party_id, + task_name=task_name)) metrics = OutputMetric(job_id=job_id, role=role, party_id=party_id, task_name=task_name, task_id=tasks[0].f_task_id, task_version=tasks[0].f_task_version).read_metrics(filters) return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success', data=metrics) @@ -59,7 +62,8 @@ def query_metric(job_id, role, party_id, task_name, filters=None): def delete_metric(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: - return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") + return API.Output.fate_flow_exception(e=NoFoundTask(job_id=job_id, role=role, party_id=party_id, + task_name=task_name)) metric_keys = OutputMetric( job_id=job_id, role=role, party_id=party_id, task_name=task_name, task_id=tasks[0].f_task_id, task_version=tasks[0].f_task_version @@ -75,7 +79,8 @@ def delete_metric(job_id, role, party_id, task_name): def query_model(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: - return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") + return API.Output.fate_flow_exception(e=NoFoundTask(job_id=job_id, role=role, party_id=party_id, + task_name=task_name)) task = tasks[0] model_data = PipelinedModel.read_model(task.f_job_id, task.f_role, task.f_party_id, task.f_task_name) return API.Output.json(data=model_data) @@ -89,7 +94,8 @@ def query_model(job_id, role, party_id, task_name): def delete_model(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: - return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") + return API.Output.fate_flow_exception(e=NoFoundTask(job_id=job_id, role=role, party_id=party_id, + task_name=task_name)) task = tasks[0] PipelinedModel.delete_model(task.f_job_id, task.f_role, task.f_party_id, task.f_task_name) return API.Output.json() diff --git a/python/fate_flow/apps/client/provider_app.py b/python/fate_flow/apps/client/provider_app.py index ff98bb157..47c6909d3 100644 --- a/python/fate_flow/apps/client/provider_app.py +++ b/python/fate_flow/apps/client/provider_app.py @@ -15,7 +15,7 @@ # from webargs import fields -from fate_flow.entity.code import ReturnCode +from fate_flow.errors.job import DeviceNotSupported from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.utils.api_utils import API @@ -31,7 +31,7 @@ def register(name, device, version, metadata): operator_type = ProviderManager.register_provider(provider) return API.Output.json(message=f"{operator_type} success") else: - return API.Output.json(code=ReturnCode.Provider.DEVICE_NOT_SUPPORTED, message=device) + return API.Output.fate_flow_exception(DeviceNotSupported(device=device)) @manager.route('/query', methods=['GET']) diff --git a/python/fate_flow/apps/client/server_app.py b/python/fate_flow/apps/client/server_app.py index a75b9327b..9199ada03 100644 --- a/python/fate_flow/apps/client/server_app.py +++ b/python/fate_flow/apps/client/server_app.py @@ -15,7 +15,7 @@ # from webargs import fields -from fate_flow.entity.code import ReturnCode +from fate_flow.errors.job import NoFoundServer from fate_flow.manager.service.service_manager import ServiceRegistry, ServerRegistry from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.utils.api_utils import API @@ -38,7 +38,7 @@ def query_all(): def query_server(server_name): server_list = ServerRegistry.query_server_info_from_db(server_name) if not server_list: - return API.Output.json(code=ReturnCode.Server.NO_FOUND, message=f"no found server {server_name}") + return API.Output.fate_flow_exception(NoFoundServer(server_name=server_name)) return API.Output.json(data=server_list[0].to_human_model_dict()) @@ -65,7 +65,7 @@ def delete_server(server_name): def query_service(server_name, service_name): service_list = ServiceRegistry.load_service(server_name=server_name, service_name=service_name) if not service_list: - return API.Output.json(code=ReturnCode.Server.NO_FOUND, message=f"no found server {server_name}") + return API.Output.fate_flow_exception(NoFoundServer(server_name=server_name)) return API.Output.json(data=service_list[0].to_human_model_dict()) diff --git a/python/fate_flow/apps/client/site_app.py b/python/fate_flow/apps/client/site_app.py index ce6480dbd..9f26a1e57 100644 --- a/python/fate_flow/apps/client/site_app.py +++ b/python/fate_flow/apps/client/site_app.py @@ -14,6 +14,7 @@ # limitations under the License. # from fate_flow.entity.code import ReturnCode +from fate_flow.errors.job import IsStandalone from fate_flow.runtime.system_settings import PARTY_ID, IS_STANDALONE from fate_flow.utils.api_utils import API @@ -23,4 +24,4 @@ def query_site_info(): if not IS_STANDALONE: return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data={"party_id": PARTY_ID}) else: - return API.Output.json(code=ReturnCode.Site.IS_STANDALONE, message="site is standalone") + return API.Output.fate_flow_exception(IsStandalone()) diff --git a/python/fate_flow/apps/client/table_app.py b/python/fate_flow/apps/client/table_app.py index bccc7544f..2720b7eac 100644 --- a/python/fate_flow/apps/client/table_app.py +++ b/python/fate_flow/apps/client/table_app.py @@ -18,6 +18,7 @@ from fate_flow.engine import storage from fate_flow.engine.storage import Session from fate_flow.entity.code import ReturnCode +from fate_flow.errors.job import NoFoundTable from fate_flow.manager.data.data_manager import DataManager from fate_flow.utils.api_utils import API @@ -41,7 +42,7 @@ def query_table(namespace, name, display=False): data.update({"display": data_table_meta.part_of_data}) return API.Output.json(data=data) else: - return API.Output.json(code=ReturnCode.Table.NO_FOUND, message="no found table") + return API.Output.fate_flow_exception(NoFoundTable(name=name, namespace=namespace)) @manager.route('/delete', methods=['POST']) @@ -51,4 +52,4 @@ def delete_table(namespace, name): if DataManager.delete_data(namespace, name): return API.Output.json() else: - return API.Output.json(code=ReturnCode.Table.NO_FOUND, message="no found table") + return API.Output.fate_flow_exception(NoFoundTable(name=name, namespace=namespace)) diff --git a/python/fate_flow/apps/partner/partner_app.py b/python/fate_flow/apps/partner/partner_app.py index 5649de51f..243d1d61d 100644 --- a/python/fate_flow/apps/partner/partner_app.py +++ b/python/fate_flow/apps/partner/partner_app.py @@ -19,6 +19,8 @@ from fate_flow.controller.task_controller import TaskController from fate_flow.entity.types import TaskStatus from fate_flow.entity.code import ReturnCode +from fate_flow.errors.job import CreateJobFailed, UpdateJobFailed, KillFailed, JobResourceException, NoFoundTask, \ + StartTaskFailed, UpdateTaskFailed, KillTaskFailed, TaskResourceException from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver from fate_flow.utils.api_utils import API @@ -34,9 +36,9 @@ def partner_create_job(dag_schema, job_id, role, party_id): try: JobController.create_job(dag_schema, job_id, role, party_id) - return API.Output.json(code=ReturnCode.Base.SUCCESS, message="create job success") - except RuntimeError as e: - return API.Output.json(code=ReturnCode.Job.CREATE_JOB_FAILED, message=str(e), data={"job_id": job_id}) + return API.Output.json() + except Exception as e: + return API.Output.fate_flow_exception(CreateJobFailed(detail=str(e))) @manager.route('/job/start', methods=['POST']) @@ -46,7 +48,7 @@ def partner_create_job(dag_schema, job_id, role, party_id): @API.Input.json(extra_info=fields.Dict(required=False)) def start_job(job_id, role, party_id, extra_info=None): JobController.start_job(job_id=job_id, role=role, party_id=party_id, extra_info=extra_info) - return API.Output.json(code=ReturnCode.Base.SUCCESS, message="start job success") + return API.Output.json() @manager.route('/job/status/update', methods=['POST']) @@ -64,8 +66,9 @@ def partner_job_status_update(job_id, role, party_id, status): if JobController.update_job_status(job_info=job_info): return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') else: - return API.Output.json(code=ReturnCode.Job.UPDATE_STATUS_FAILED, - message="update job status does not take effect") + return API.Output.fate_flow_exception(UpdateJobFailed( + job_id=job_id, role=role, party_id=party_id, status=status + )) @manager.route('/job/update', methods=['POST']) @@ -84,7 +87,7 @@ def partner_job_update(job_id, role, party_id, progress): if JobController.update_job(job_info=job_info): return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') else: - return API.Output.json(code=ReturnCode.Job.UPDATE_FAILED, message="update job does not take effect") + return API.Output.fate_flow_exception(UpdateJobFailed(**job_info)) @manager.route('/job/pipeline/save', methods=['POST']) @@ -92,6 +95,7 @@ def partner_job_update(job_id, role, party_id, progress): @API.Input.json(role=fields.String(required=True)) @API.Input.json(party_id=fields.String(required=True)) def save_pipeline(job_id, role, party_id): + # todo: return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') @@ -104,8 +108,10 @@ def apply_resource(job_id, role, party_id): if status: return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') else: - return API.Output.json(code=ReturnCode.Job.APPLY_RESOURCE_FAILED, - message=f'apply for job {job_id} resource failed') + return API.Output.fate_flow_exception(JobResourceException( + job_id=job_id, role=role, party_id=party_id, + operation_type="apply" + )) @manager.route('/job/resource/return', methods=['POST']) @@ -117,8 +123,10 @@ def return_resource(job_id, role, party_id): if status: return API.Output.json(ReturnCode.Base.SUCCESS, message='success') else: - return API.Output.json(code=ReturnCode.Job.APPLY_RESOURCE_FAILED, - message=f'return for job {job_id} resource failed') + return API.Output.fate_flow_exception(JobResourceException( + job_id=job_id, role=role, party_id=party_id, + operation_type="return" + )) @manager.route('/job/stop', methods=['POST']) @@ -127,9 +135,9 @@ def return_resource(job_id, role, party_id): @API.Input.json(party_id=fields.String(required=True)) def stop_job(job_id, role, party_id): kill_status, kill_details = JobController.stop_jobs(job_id=job_id, role=role, party_id=party_id) - return API.Output.json(code=ReturnCode.Base.SUCCESS if kill_status else ReturnCode.Job.KILL_FAILED, - message='success' if kill_status else 'failed', - data=kill_details) + if kill_status: + return API.Output.json() + return API.Output.fate_flow_exception(KillFailed(detail=kill_details)) @manager.route('/task/resource/apply', methods=['POST']) @@ -144,8 +152,10 @@ def apply_task_resource(job_id, role, party_id, task_id, task_version): if status: return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') else: - return API.Output.json(code=ReturnCode.Task.APPLY_RESOURCE_FAILED, - message=f'apply for task {job_id} resource failed') + return API.Output.fate_flow_exception(TaskResourceException( + job_id=job_id, role=role, party_id=party_id, + task_id=task_id, task_version=task_version, operation_type="apply" + )) @manager.route('/task/resource/return', methods=['POST']) @@ -160,8 +170,10 @@ def return_task_resource(job_id, role, party_id, task_id, task_version): if status: return API.Output.json(ReturnCode.Base.SUCCESS, message='success') else: - return API.Output.json(code=ReturnCode.Task.APPLY_RESOURCE_FAILED, - message=f'return for task {job_id} resource failed') + return API.Output.fate_flow_exception(TaskResourceException( + job_id=job_id, role=role, party_id=party_id, task_id=task_id, + task_version=task_version, operation_type="return" + )) @manager.route('/task/start', methods=['POST']) @@ -174,7 +186,10 @@ def start_task(job_id, role, party_id, task_id, task_version): if TaskController.start_task(job_id, role, party_id, task_id, task_version): return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') else: - return API.Output.json(code=ReturnCode.Task.START_FAILED, message='start task failed') + return API.Output.fate_flow_exception(e=StartTaskFailed( + job_id=job_id, role=role, party_id=party_id, + task_id=task_id, task_version=task_version + )) @manager.route('/task/collect', methods=['POST']) @@ -189,7 +204,8 @@ def collect_task(job_id, role, party_id, task_id, task_version): if task_info: return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=task_info) else: - return API.Output.json(code=ReturnCode.Task.NOT_FOUND, message="task not found") + return API.Output.fate_flow_exception(NoFoundTask(job_id=job_id, role=role, party_id=party_id, + task_id=task_id, task_version=task_version)) @manager.route('/task/status/update', methods=['POST']) @@ -210,11 +226,11 @@ def task_status_update(job_id, role, party_id, task_id, task_version, status): "status": status }) if TaskController.update_task_status(task_info=task_info): - return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') + return API.Output.json() else: - return API.Output.json( - code=ReturnCode.Task.UPDATE_STATUS_FAILED, - message="update job status does not take effect" + return API.Output.fate_flow_exception(UpdateTaskFailed( + job_id=job_id, role=role, party_id=party_id, + task_id=task_id, task_version=task_version, status=status) ) @@ -232,8 +248,11 @@ def stop_task(job_id, role, party_id, task_id, task_version, status=None): kill_status = True for task in tasks: kill_status = kill_status & TaskController.stop_task(task=task, stop_status=status) - return API.Output.json(code=ReturnCode.Base.SUCCESS if kill_status else ReturnCode.Task.KILL_FAILED, - message='success' if kill_status else 'failed') + if kill_status: + return API.Output.json() + else: + return API.Output.fate_flow_exception(KillTaskFailed(job_id=job_id, role=role, party_id=party_id, + task_id=task_id, task_version=task_version)) @manager.route('/task/rerun', methods=['POST']) @@ -246,9 +265,6 @@ def stop_task(job_id, role, party_id, task_id, task_version, status=None): def rerun_task(job_id, role, party_id, task_id, task_version, new_version): tasks = JobSaver.query_task(job_id=job_id, task_id=task_id, role=role, party_id=party_id) if not tasks: - return API.Output.json( - code=ReturnCode.Task.NOT_FOUND, - message="task not found" - ) + return API.Output.fate_flow_exception(NoFoundTask(job_id=job_id, role=role, party_id=party_id, task_id=task_id)) TaskController.create_new_version_task(task=tasks[0], new_version=new_version) return API.Output.json() diff --git a/python/fate_flow/apps/scheduler/scheduler_app.py b/python/fate_flow/apps/scheduler/scheduler_app.py index bc098f621..945d2ceea 100644 --- a/python/fate_flow/apps/scheduler/scheduler_app.py +++ b/python/fate_flow/apps/scheduler/scheduler_app.py @@ -16,6 +16,7 @@ from fate_flow.entity.code import ReturnCode from fate_flow.entity.spec import DAGSchema +from fate_flow.errors.job import UpdateTaskFailed from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.scheduler.job_scheduler import DAGScheduler from fate_flow.utils.api_utils import API @@ -48,7 +49,10 @@ def report_task(job_id, role, party_id, task_id, task_version, status=None): }) if status: return API.Output.json() - return API.Output.json(code=ReturnCode.Task.UPDATE_STATUS_FAILED, message="update job status does not take effect") + return API.Output.fate_flow_exception(UpdateTaskFailed( + job_id=job_id, role=role, party_id=party_id, + task_id=task_id, task_version=task_version, status=status) + ) @manager.route('/job/stop', methods=['POST']) diff --git a/python/fate_flow/controller/app_controller.py b/python/fate_flow/controller/app_controller.py index 693856851..b606fc5ec 100644 --- a/python/fate_flow/controller/app_controller.py +++ b/python/fate_flow/controller/app_controller.py @@ -18,6 +18,7 @@ from fate_flow.db.casbin_models import FATE_CASBIN from fate_flow.entity.code import ReturnCode +from fate_flow.errors.job import RequestExpired, NoFoundAppid from fate_flow.manager.service.app_manager import AppManager from fate_flow.runtime.system_settings import CLIENT_AUTHENTICATION, SITE_AUTHENTICATION from fate_flow.utils.base_utils import generate_random_id @@ -34,7 +35,7 @@ def md5_sign(cls, app_id, app_token, user_name, timestamp, nonce): @classmethod def md5_verify(cls, app_id, timestamp, nonce, signature, user_name=""): if cls.check_if_expired(timestamp): - raise ValueError(ReturnCode.API.EXPIRED, "request has expired") + raise RequestExpired() apps = AppManager.query_app(app_id=app_id) if apps: _signature = cls.md5_sign( @@ -46,7 +47,7 @@ def md5_verify(cls, app_id, timestamp, nonce, signature, user_name=""): ) return _signature == signature else: - raise ValueError(ReturnCode.API.NO_FOUND_APPID, f"no found appid {app_id}") + raise NoFoundAppid(app_id=app_id) @staticmethod def generate_timestamp(): diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 22493be28..56ff48230 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -21,6 +21,7 @@ from fate_flow.entity.spec import DAGSchema, JobConfSpec, InheritConfSpec from fate_flow.entity.types import EndStatus, JobStatus, TaskStatus from fate_flow.entity.code import ReturnCode +from fate_flow.errors.job import NoFoundJob, InheritanceFailed from fate_flow.manager.metric.metric_manager import OutputMetric from fate_flow.manager.model.model_manager import PipelinedModel from fate_flow.manager.model.model_meta import ModelMeta @@ -56,7 +57,7 @@ def request_stop_job(cls, job_id): schedule_logger(job_id).info(f"stop job on this party") jobs = JobSaver.query_job(job_id=job_id) if not jobs: - return {"code": ReturnCode.Job.NOT_FOUND, "message": "job not found"} + raise NoFoundJob(job_id=job_id) status = JobStatus.CANCELED kill_status, kill_details = JobController.stop_jobs(job_id=job_id, stop_status=status) schedule_logger(job_id).info(f"stop job on this party status {kill_status}") @@ -295,17 +296,21 @@ def check(cls, inheritance: InheritConfSpec = None): inheritance_jobs = JobSaver.query_job(job_id=inheritance.job_id) inheritance_tasks = JobSaver.query_task(job_id=inheritance.job_id) if not inheritance_jobs: - raise Exception(ReturnCode.Job.INHERITANCE_FAILED, f"no found job {inheritance.job_id}") + raise InheritanceFailed(job_id=inheritance.job_id, detail=f"no found job {inheritance.job_id}") task_status = {} for task in inheritance_tasks: task_status[task.f_task_name] = task.f_status for task_name in inheritance.task_list: if task_name not in task_status.keys(): - raise Exception(ReturnCode.Job.INHERITANCE_FAILED, f"job {inheritance.job_id} no found task {task_name}") + raise InheritanceFailed(job_id=inheritance.job_id, task_name=task_name, detail="no found task name") elif task_status[task_name] not in [TaskStatus.SUCCESS, TaskStatus.PASS]: - raise Exception(ReturnCode.Job.INHERITANCE_FAILED, - f"job {inheritance.job_id} task {task_name} status:{task_status[task_name]}") + raise InheritanceFailed( + job_id=inheritance.job_id, + task_name=task_name, + task_status=task_status[task_name], + detail=f"task status need in [{TaskStatus.SUCCESS}, {TaskStatus.PASS}]" + ) # todo: parsing and judging whether job can be inherited @classmethod diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index f0c3f029f..93894f416 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -21,20 +21,18 @@ class Base: class Job: NOT_FOUND = 1000 CREATE_JOB_FAILED = 1001 - UPDATE_STATUS_FAILED = 1002 - UPDATE_FAILED = 1003 - KILL_FAILED = 1004 - APPLY_RESOURCE_FAILED = 1005 - INHERITANCE_FAILED = 1006 + UPDATE_FAILED = 1002 + KILL_FAILED = 1003 + RESOURCE_EXCEPTION = 1004 + INHERITANCE_FAILED = 1005 class Task: NOT_FOUND = 2000 START_FAILED = 2001 - UPDATE_STATUS_FAILED = 2002 - UPDATE_FAILED = 2003 - KILL_FAILED = 2004 - APPLY_RESOURCE_FAILED = 2005 - NO_FOUND_MODEL_OUTPUT = 2006 + UPDATE_FAILED = 2002 + KILL_FAILED = 2003 + RESOURCE_EXCEPTION = 2004 + NO_FOUND_MODEL_OUTPUT = 2005 class Site: IS_STANDALONE = 3000 @@ -49,13 +47,16 @@ class API: NO_FOUND_APPID = 5002 VERIFY_FAILED = 5003 AUTHENTICATION_FAILED = 5004 - FILE_EXCEPTION = 5004 class Server: EXCEPTION = 6000 FUNCTION_RESTRICTED = 6001 - RETURN_NO_JSON = 6002 + RESPONSE_EXCEPTION = 6002 NO_FOUND = 6003 class Table: NO_FOUND = 7001 + + class File: + FILE_NOT_FOUND = 8001 + FILE_EXISTS = 8002 diff --git a/python/fate_flow/errors/__init__.py b/python/fate_flow/errors/__init__.py index 242b6ff9b..3c186bdae 100644 --- a/python/fate_flow/errors/__init__.py +++ b/python/fate_flow/errors/__init__.py @@ -1,7 +1,17 @@ class FateFlowError(Exception): + code = None message = 'Unknown Fate Flow Error' - def __init__(self, message=None, *args, **kwargs): - message = str(message) if message is not None else self.message - message = message.format(*args, **kwargs) - super().__init__(message) + def __init__(self, message=None, **kwargs): + self.code = self.code + self.message = str(message) if message is not None else self.message + suffix = "" + if kwargs: + for k, v in kwargs.items(): + if v and not callable(v): + if suffix: + suffix += "," + suffix += f"{k}[{v}]" + if suffix: + self.message += f": {suffix}" + super().__init__(self.code, self.message) diff --git a/python/fate_flow/errors/job/__init__.py b/python/fate_flow/errors/job/__init__.py new file mode 100644 index 000000000..7a14820a3 --- /dev/null +++ b/python/fate_flow/errors/job/__init__.py @@ -0,0 +1,122 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from fate_flow.entity.code import ReturnCode +from fate_flow.errors import FateFlowError + + +class NoFoundJob(FateFlowError): + code = ReturnCode.Job.NOT_FOUND + message = 'No found job' + + +class FileNoFound(FateFlowError): + code = ReturnCode.File.FILE_NOT_FOUND + message = 'No found file or dir' + + +class CreateJobFailed(FateFlowError): + code = ReturnCode.Job.CREATE_JOB_FAILED + message = 'Create job failed' + + +class UpdateJobFailed(FateFlowError): + code = ReturnCode.Job.UPDATE_FAILED + message = 'Update job does not take effect' + + +class KillFailed(FateFlowError): + code = ReturnCode.Job.KILL_FAILED + message = "Kill job failed" + + +class JobResourceException(FateFlowError): + code = ReturnCode.Job.RESOURCE_EXCEPTION + message = "Job resource exception" + + +class InheritanceFailed(FateFlowError): + code = ReturnCode.Job.INHERITANCE_FAILED + message = "Inheritance job failed" + + +class NoFoundTask(FateFlowError): + code = ReturnCode.Task.NOT_FOUND + message = "No found task" + + +class StartTaskFailed(FateFlowError): + code = ReturnCode.Task.START_FAILED + message = "Start task failed" + + +class UpdateTaskFailed(FateFlowError): + code = ReturnCode.Task.UPDATE_FAILED + message = "Update task status does not take effect" + + +class KillTaskFailed(FateFlowError): + code = ReturnCode.Task.KILL_FAILED + message = 'Kill task failed' + + +class TaskResourceException(FateFlowError): + code = ReturnCode.Task.RESOURCE_EXCEPTION + message = "Task resource exception" + + +class NoFoundModelOutput(FateFlowError): + code = ReturnCode.Task.NO_FOUND_MODEL_OUTPUT + message = "No found output model" + + +class IsStandalone(FateFlowError): + code = ReturnCode.Site.IS_STANDALONE + message = "Site is standalone" + + +class DeviceNotSupported(FateFlowError): + code = ReturnCode.Provider.DEVICE_NOT_SUPPORTED + message = "Device not supported" + + +class RequestExpired(FateFlowError): + code = ReturnCode.API.EXPIRED + message = "Request has expired" + + +class InvalidParameter(FateFlowError): + code = ReturnCode.API.INVALID_PARAMETER + message = "Invalid parameter" + + +class NoFoundAppid(FateFlowError): + code = ReturnCode.API.NO_FOUND_APPID + message = "No found appid" + + +class ResponseException(FateFlowError): + code = ReturnCode.Server.RESPONSE_EXCEPTION + message = "Response exception" + + +class NoFoundServer(FateFlowError): + code = ReturnCode.Server.NO_FOUND + message = "No found server" + + +class NoFoundTable(FateFlowError): + code = ReturnCode.Table.NO_FOUND + message = "No found table" diff --git a/python/fate_flow/hook/flow/client_authentication.py b/python/fate_flow/hook/flow/client_authentication.py index eb763e39e..c13083a45 100644 --- a/python/fate_flow/hook/flow/client_authentication.py +++ b/python/fate_flow/hook/flow/client_authentication.py @@ -1,5 +1,6 @@ from fate_flow.controller.app_controller import Authentication, PermissionController from fate_flow.entity.code import ReturnCode +from fate_flow.errors.job import InvalidParameter from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import AuthenticationReturn, AuthenticationParameters @@ -24,10 +25,10 @@ def authentication(parm: AuthenticationParameters) -> AuthenticationReturn: def check_parameters(app_id, user_name, time_stamp, nonce, signature): if not app_id: - raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter: app-id") + raise InvalidParameter(name="app-id") if not time_stamp or not isinstance(time_stamp, str): - raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter:timestamp") + raise InvalidParameter(name="timestamp") if not nonce or not isinstance(time_stamp, str) or len(nonce) != 4: - raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter: nonce") + raise InvalidParameter(name="nonce") if not signature: - raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter: signature") + raise InvalidParameter(name="signature") diff --git a/python/fate_flow/hub/scheduler/default/_scheduler.py b/python/fate_flow/hub/scheduler/default/_scheduler.py index 51a9c154f..71f939f89 100644 --- a/python/fate_flow/hub/scheduler/default/_scheduler.py +++ b/python/fate_flow/hub/scheduler/default/_scheduler.py @@ -23,6 +23,7 @@ from fate_flow.entity.types import StatusSet, JobStatus, TaskStatus, EndStatus, InterruptStatus, ResourceOperation, \ FederatedCommunicationType, AutoRerunStatus from fate_flow.entity.code import ReturnCode +from fate_flow.errors.job import NoFoundJob from fate_flow.hub.flow_hub import FlowHub from fate_flow.hub.scheduler import JobSchedulerABC from fate_flow.operation.job_saver import ScheduleJobSaver @@ -348,7 +349,7 @@ def stop_job(cls, job_id, stop_status): schedule_logger(job_id).info(f"stop job with {stop_status} failed, {response}") return ReturnCode.Job.KILL_FAILED, json_dumps(response) else: - return ReturnCode.Job.NOT_FOUND, "job not found" + raise NoFoundJob(job_id=job_id) @classmethod @DB.connection_context() diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/model/handel/_base.py index 4ad290a1f..8d487756c 100644 --- a/python/fate_flow/manager/model/handel/_base.py +++ b/python/fate_flow/manager/model/handel/_base.py @@ -22,6 +22,7 @@ from fate_flow.entity.code import ReturnCode from fate_flow.entity.spec import MLModelSpec from fate_flow.entity.types import ModelFileFormat +from fate_flow.errors.job import NoFoundModelOutput from fate_flow.manager.model.model_meta import ModelMeta from fate_flow.operation.job_saver import JobSaver @@ -47,7 +48,7 @@ def upload(self, model_file: FileStorage, dir_name, file_name, model_id, model_v def delete(self, job_id, role, party_id, task_name): model_metas = ModelMeta.query(job_id=job_id, role=role, party_id=party_id, task_name=task_name, reverse=True) if not model_metas: - raise ValueError(ReturnCode.Task.NO_FOUND_MODEL_OUTPUT, "No found output model") + raise NoFoundModelOutput(job_id=job_id, role=role, party_id=party_id, task_name=task_name) for meta in model_metas: self._delete(storage_key=meta.f_storage_key) self.delete_meta(job_id=job_id, role=role, party_id=party_id, task_name=task_name, storage_engine=self.name) @@ -90,7 +91,7 @@ def meta_info(self, model_meta: MLModelSpec): def read(self, job_id, role, party_id, task_name): model_metas = ModelMeta.query(job_id=job_id, role=role, party_id=party_id, task_name=task_name, reverse=True) if not model_metas: - raise ValueError(ReturnCode.Task.NO_FOUND_MODEL_OUTPUT, "No found output model") + raise NoFoundModelOutput(job_id=job_id, role=role, party_id=party_id, task_name=task_name) return self._read(model_metas[0].f_storage_key) @property diff --git a/python/fate_flow/operation/job_saver.py b/python/fate_flow/operation/job_saver.py index bbc6ee861..48b0c900a 100644 --- a/python/fate_flow/operation/job_saver.py +++ b/python/fate_flow/operation/job_saver.py @@ -18,6 +18,7 @@ from fate_flow.db.base_models import DB from fate_flow.db.db_models import Job, Task from fate_flow.entity.code import ReturnCode +from fate_flow.errors.job import NoFoundTask from fate_flow.operation.base_saver import BaseSaver from fate_flow.db.schedule_models import ScheduleJob, ScheduleTask, ScheduleTaskStatus @@ -63,7 +64,7 @@ def query_task(cls, only_latest=True, reverse=None, order_by=None, **kwargs): def query_task_by_execution_id(cls, execution_id): tasks = cls.query_task(execution_id=execution_id) if not tasks: - raise ValueError(ReturnCode.Task.NOT_FOUND, "No Found Task") + raise NoFoundTask(execution_id=execution_id) return tasks[0] @classmethod diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index fb675d92e..f70886f58 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -20,6 +20,7 @@ from fate_flow.entity.types import CoordinationProxyService, CoordinationCommunicationProtocol, FederatedMode from fate_flow.entity.code import ReturnCode +from fate_flow.errors import FateFlowError from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import SignatureParameters from fate_flow.runtime.system_settings import PROXY_NAME, ENGINES, PROXY, HOST, HTTP_PORT @@ -67,6 +68,8 @@ def file(path_or_file, attachment_filename, as_attachment): @staticmethod def server_error_response(e): + if isinstance(e, FateFlowError): + return API.Output.json(code=e.code, message=e.message) stat_logger.exception(e) if len(e.args) > 1: if isinstance(e.args[0], int): @@ -81,6 +84,10 @@ def args_error_response(e): messages = e.data.get("messages", {}) return API.Output.json(code=ReturnCode.API.INVALID_PARAMETER, message="Invalid request.", data=messages) + @staticmethod + def fate_flow_exception(e: FateFlowError): + return API.Output.json(code=e.code, message=e.message) + def get_federated_proxy_address(): # protocol = CoordinationCommunicationProtocol.HTTP diff --git a/python/fate_flow/utils/grpc_utils.py b/python/fate_flow/utils/grpc_utils.py index 1ca46dfe2..7b687f119 100644 --- a/python/fate_flow/utils/grpc_utils.py +++ b/python/fate_flow/utils/grpc_utils.py @@ -14,6 +14,7 @@ # limitations under the License. # from fate_flow.entity.code import ReturnCode +from fate_flow.errors.job import ResponseException from fate_flow.proto.osx import osx_pb2, osx_pb2_grpc from fate_flow.proto.rollsite import proxy_pb2_grpc, basic_meta_pb2, proxy_pb2 @@ -121,4 +122,4 @@ def response_json(response): return response.json() except: audit_logger().exception(response.text) - return API.Output.json(code=ReturnCode.Server.RETURN_NO_JSON, message=f"response text: {response.text}") + return API.Output.fate_flow_exception(ResponseException(response=response.text)) From 8d039a69ee8e05a4f62ba877255d09d1abbb7848 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 8 May 2023 15:48:30 +0800 Subject: [PATCH 091/482] update job user Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/__init__.py | 3 ++- python/fate_flow/apps/client/job_app.py | 15 +++++++++------ python/fate_flow/controller/job_controller.py | 10 +++++++--- python/fate_flow/db/db_models.py | 3 +-- python/fate_flow/operation/base_saver.py | 11 ++++++++--- python/fate_flow/operation/job_saver.py | 7 +++++++ 6 files changed, 34 insertions(+), 15 deletions(-) diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index b9c6260e8..c0edd82ca 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -109,7 +109,8 @@ def init_apps(): urls_dict = {} before_request_func = { "client": client_authentication_before_request, - "partner": site_authentication_before_request + "partner": site_authentication_before_request, + "scheduler": site_authentication_before_request } for key in app_list: urls_dict[key] = [register_page(path, before_request_func.get(key)) for path in search_pages_path(Path(__file__).parent / key)] diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index 61865ce79..2f65b29c6 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -28,8 +28,9 @@ @manager.route('/submit', methods=['POST']) @API.Input.json(dag_schema=fields.Dict(required=True)) -def submit_job(dag_schema): - submit_result = JobController.request_create_job(dag_schema) +@API.Input.headers(user_name=fields.String(required=False)) +def submit_job(dag_schema, user_name=None): + submit_result = JobController.request_create_job(dag_schema, user_name) return API.Output.json(**submit_result) @@ -38,8 +39,9 @@ def submit_job(dag_schema): @API.Input.params(role=fields.String(required=False)) @API.Input.params(party_id=fields.String(required=False)) @API.Input.params(status=fields.String(required=False)) -def query_job(job_id=None, role=None, party_id=None, status=None): - jobs = JobController.query_job(job_id=job_id, role=role, party_id=party_id, status=status) +@API.Input.headers(user_name=fields.String(required=False)) +def query_job(job_id=None, role=None, party_id=None, status=None, user_name=None): + jobs = JobController.query_job(job_id=job_id, role=role, party_id=party_id, status=status, user_name=user_name) if not jobs: return API.Output.fate_flow_exception(NoFoundJob(job_id=job_id, role=role, party_id=party_id, status=status)) return API.Output.json(data=[job.to_human_model_dict() for job in jobs]) @@ -73,10 +75,11 @@ def request_rerun_job(job_id=None): @API.Input.params(status=fields.Dict(required=False)) @API.Input.params(order_by=fields.String(required=False)) @API.Input.params(order=fields.String(required=False)) +@API.Input.headers(user_name=fields.String(required=False)) def query_job_list(limit=0, page=0, job_id=None, description=None, partner=None, party_id=None, role=None, status=None, - order_by=None, order=None): + order_by=None, order=None, user_name=None): count, data = JobController.query_job_list( - limit, page, job_id, description, partner, party_id, role, status, order_by, order + limit, page, job_id, description, partner, party_id, role, status, order_by, order, user_name ) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data={"count": count, "data": data}) diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 56ff48230..cea306bd5 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -37,7 +37,7 @@ class JobController(object): @classmethod - def request_create_job(cls, dag_schema: dict): + def request_create_job(cls, dag_schema: dict, user_name: str): dag_schema = DAGSchema(**dag_schema) if not dag_schema.dag.conf: dag_schema.dag.conf = JobConfSpec() @@ -50,6 +50,8 @@ def request_create_job(cls, dag_schema: dict): command_body={ "dag_schema": dag_schema.dict() }) + if user_name and response.get("code") == ReturnCode.Base.SUCCESS: + JobSaver.update_job_user(job_id=response.get("job_id"), user_name=user_name) return response @classmethod @@ -185,7 +187,8 @@ def query_job(cls, **kwargs): return JobSaver.query_job(**query_filters) @classmethod - def query_job_list(cls, limit, page, job_id, description, partner, party_id, role, status, order_by, order): + def query_job_list(cls, limit, page, job_id, description, partner, party_id, role, status, order_by, order, + user_name): # Provided to the job display page offset = limit * (page - 1) query = {'tag': ('!=', 'submit_failed')} @@ -208,7 +211,8 @@ def query_job_list(cls, limit, page, job_id, description, partner, party_id, rol by.append(order) if not by: by = ['create_time', 'desc'] - + if user_name: + query["user_name"] = ("==", user_name) jobs, count = JobSaver.list_job(limit, offset, query, by) jobs = [job.to_human_model_dict() for job in jobs] for job in jobs: diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index ec6ce1afb..986f7ce50 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -20,9 +20,8 @@ class Job(DataBaseModel): - # multi-party common configuration f_job_id = CharField(max_length=25, index=True) - f_name = CharField(max_length=500, null=True, default='') + f_user_name = CharField(max_length=500, null=True, default='') f_description = TextField(null=True, default='') f_tag = CharField(max_length=50, null=True, default='') f_dag = JSONField() diff --git a/python/fate_flow/operation/base_saver.py b/python/fate_flow/operation/base_saver.py index 0b88d274a..3080d9203 100644 --- a/python/fate_flow/operation/base_saver.py +++ b/python/fate_flow/operation/base_saver.py @@ -157,11 +157,16 @@ def _update_status(cls, entity_model, entity_info: dict): @classmethod @DB.connection_context() - def update_entity_table(cls, entity_model, entity_info): + def update_entity_table(cls, entity_model, entity_info, filters: list = None): query_filters = [] primary_keys = entity_model.get_primary_keys_name() - for p_k in primary_keys: - query_filters.append(operator.attrgetter(p_k)(entity_model) == entity_info[p_k.lstrip("f").lstrip("_")]) + if not filters: + for p_k in primary_keys: + query_filters.append(operator.attrgetter(p_k)(entity_model) == entity_info[p_k.lstrip("f").lstrip("_")]) + else: + for _k in filters: + p_k = f"f_{_k}" + query_filters.append(operator.attrgetter(p_k)(entity_model) == entity_info[_k]) objs = entity_model.select().where(*query_filters) if objs: obj = objs[0] diff --git a/python/fate_flow/operation/job_saver.py b/python/fate_flow/operation/job_saver.py index 48b0c900a..957764472 100644 --- a/python/fate_flow/operation/job_saver.py +++ b/python/fate_flow/operation/job_saver.py @@ -48,6 +48,13 @@ def query_job(cls, reverse=None, order_by=None, **kwargs): def update_job(cls, job_info): return cls._update_job(Job, job_info) + @classmethod + def update_job_user(cls, job_id, user_name): + return cls.update_entity_table(Job, { + "job_id": job_id, + "user_name": user_name + }, filters=["job_id"]) + @classmethod def list_job(cls, limit, offset, query, order_by): return cls._list(Job, limit, offset, query, order_by) From ee4a34b6f9b2ca37cfe67eacce9854553c752b25 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 9 May 2023 14:22:21 +0800 Subject: [PATCH 092/482] fateflow: HA init Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/log_app.py | 29 ++++--- python/fate_flow/apps/partner/partner_app.py | 5 +- python/fate_flow/entity/code/_api.py | 1 + python/fate_flow/errors/job/__init__.py | 5 ++ .../manager/service/worker_manager.py | 8 +- python/fate_flow/runtime/system_settings.py | 3 + python/fate_flow/utils/api_utils.py | 46 ++++++++++- python/fate_flow/utils/wraps_utils.py | 77 +++++++++++++++++++ 8 files changed, 156 insertions(+), 18 deletions(-) diff --git a/python/fate_flow/apps/client/log_app.py b/python/fate_flow/apps/client/log_app.py index 66cb415c3..727423171 100644 --- a/python/fate_flow/apps/client/log_app.py +++ b/python/fate_flow/apps/client/log_app.py @@ -17,27 +17,32 @@ from fate_flow.manager.log.log_manager import LogManager from fate_flow.utils.api_utils import API +from fate_flow.utils.wraps_utils import cluster_route @manager.route('/count', methods=['GET']) -@API.Input.json(log_type=fields.String(required=True)) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(role=fields.String(required=False)) -@API.Input.json(party_id=fields.String(required=False)) -@API.Input.json(task_name=fields.String(required=False)) +@API.Input.params(log_type=fields.String(required=True)) +@API.Input.params(job_id=fields.String(required=True)) +@API.Input.params(role=fields.String(required=False)) +@API.Input.params(party_id=fields.String(required=False)) +@API.Input.params(task_name=fields.String(required=False)) +@API.Input.params(instance_id=fields.String(required=False)) +@cluster_route def count(log_type, job_id, role=None, party_id=None, task_name=None): data = LogManager(log_type, job_id, role=role, party_id=party_id, task_name=task_name).count() return API.Output.json(data=data) @manager.route('/query', methods=['GET']) -@API.Input.json(log_type=fields.String(required=True)) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(role=fields.String(required=False)) -@API.Input.json(party_id=fields.String(required=False)) -@API.Input.json(task_name=fields.String(required=False)) -@API.Input.json(begin=fields.Integer(required=False)) -@API.Input.json(end=fields.Integer(required=False)) +@API.Input.params(log_type=fields.String(required=True)) +@API.Input.params(job_id=fields.String(required=True)) +@API.Input.params(role=fields.String(required=False)) +@API.Input.params(party_id=fields.String(required=False)) +@API.Input.params(task_name=fields.String(required=False)) +@API.Input.params(begin=fields.Integer(required=False)) +@API.Input.params(end=fields.Integer(required=False)) +@API.Input.params(instance_id=fields.String(required=False)) +@cluster_route def get(log_type, job_id, begin, end, role=None, party_id=None, task_name=None): data = LogManager(log_type, job_id, role=role, party_id=party_id, task_name=task_name).cat_log(begin=begin, end=end) return API.Output.json(data=data) diff --git a/python/fate_flow/apps/partner/partner_app.py b/python/fate_flow/apps/partner/partner_app.py index 243d1d61d..7db3c8ea0 100644 --- a/python/fate_flow/apps/partner/partner_app.py +++ b/python/fate_flow/apps/partner/partner_app.py @@ -24,6 +24,7 @@ from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver from fate_flow.utils.api_utils import API +from fate_flow.utils.wraps_utils import task_request_proxy page_name = 'partner' @@ -182,11 +183,12 @@ def return_task_resource(job_id, role, party_id, task_id, task_version): @API.Input.json(party_id=fields.String(required=True)) @API.Input.json(task_id=fields.String(required=True)) @API.Input.json(task_version=fields.Integer(required=True)) +@task_request_proxy(filter_local=True) def start_task(job_id, role, party_id, task_id, task_version): if TaskController.start_task(job_id, role, party_id, task_id, task_version): return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') else: - return API.Output.fate_flow_exception(e=StartTaskFailed( + return API.Output.fate_flow_exception(StartTaskFailed( job_id=job_id, role=role, party_id=party_id, task_id=task_id, task_version=task_version )) @@ -241,6 +243,7 @@ def task_status_update(job_id, role, party_id, task_id, task_version, status): @API.Input.json(task_id=fields.String(required=True)) @API.Input.json(task_version=fields.Integer(required=True)) @API.Input.json(status=fields.String()) +@task_request_proxy() def stop_task(job_id, role, party_id, task_id, task_version, status=None): if not status: status = TaskStatus.FAILED diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index 93894f416..7a11865e8 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -53,6 +53,7 @@ class Server: FUNCTION_RESTRICTED = 6001 RESPONSE_EXCEPTION = 6002 NO_FOUND = 6003 + NO_FOUND_INSTANCE = 6004 class Table: NO_FOUND = 7001 diff --git a/python/fate_flow/errors/job/__init__.py b/python/fate_flow/errors/job/__init__.py index 7a14820a3..15c4413ed 100644 --- a/python/fate_flow/errors/job/__init__.py +++ b/python/fate_flow/errors/job/__init__.py @@ -117,6 +117,11 @@ class NoFoundServer(FateFlowError): message = "No found server" +class NoFoundINSTANCE(FateFlowError): + code = ReturnCode.Server.NO_FOUND_INSTANCE + message = "No Found Flow Instance" + + class NoFoundTable(FateFlowError): code = ReturnCode.Table.NO_FOUND message = "No found table" diff --git a/python/fate_flow/manager/service/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py index 3833c7e35..ff311d827 100644 --- a/python/fate_flow/manager/service/worker_manager.py +++ b/python/fate_flow/manager/service/worker_manager.py @@ -62,7 +62,13 @@ def start_task_worker(cls, worker_name, task: Task, task_parameters, executable, run_ip=RuntimeConfig.JOB_SERVER_HOST, run_pid=p.pid, config=task_parameters, cmd=process_cmd) schedule_logger(job_id=task.f_job_id).info(f"start task worker, executor id {task.f_execution_id}...") - return {"run_pid": p.pid, "run_ip": RuntimeConfig.JOB_SERVER_HOST, "worker_id": worker_id, "cmd": process_cmd} + return { + "run_pid": p.pid, + "run_ip": RuntimeConfig.JOB_SERVER_HOST, + "worker_id": worker_id, + "cmd": process_cmd, + "run_port": RuntimeConfig.HTTP_PORT + } @classmethod def get_process_dirs(cls, worker_name: WorkerName, worker_id=None, job_id=None, role=None, party_id=None, task: Task = None): diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index 6bfe99a28..b9dddc921 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -129,3 +129,6 @@ } USE_REGISTRY = get_base_config("use_registry") +REQUEST_TRY_TIMES = 3 +REQUEST_WAIT_SEC = 2 +REQUEST_MAX_WAIT_SEC = 300 diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index f70886f58..a750afeb4 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -13,6 +13,9 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import random +import time + import marshmallow from flask import jsonify, send_file @@ -23,8 +26,12 @@ from fate_flow.errors import FateFlowError from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import SignatureParameters -from fate_flow.runtime.system_settings import PROXY_NAME, ENGINES, PROXY, HOST, HTTP_PORT +from fate_flow.runtime.job_default_config import JobDefaultConfig +from fate_flow.runtime.system_settings import PROXY_NAME, ENGINES, PROXY, HOST, HTTP_PORT, API_VERSION, \ + REQUEST_TRY_TIMES, REQUEST_MAX_WAIT_SEC, REQUEST_WAIT_SEC from fate_flow.utils.log import getLogger +from fate_flow.utils.log_utils import schedule_logger, audit_logger +from fate_flow.utils.requests_utils import request parser.unknown = marshmallow.EXCLUDE @@ -47,13 +54,12 @@ def headers(**kwargs): class Output: @staticmethod - def json(code=ReturnCode.Base.SUCCESS, message='success', data=None, job_id=None, meta=None): + def json(code=ReturnCode.Base.SUCCESS, message='success', data=None, job_id=None): result_dict = { "code": code, "message": message, "data": data, "job_id": job_id, - "meta": meta, } response = {} @@ -113,4 +119,36 @@ def get_federated_proxy_address(): def generate_headers(party_id, body): - return HookManager.site_signature(SignatureParameters(party_id=party_id, body=body)) \ No newline at end of file + return HookManager.site_signature(SignatureParameters(party_id=party_id, body=body)) + + +def get_exponential_backoff_interval(retries, full_jitter=False): + """Calculate the exponential backoff wait time.""" + # Will be zero if factor equals 0 + countdown = min(REQUEST_MAX_WAIT_SEC, REQUEST_WAIT_SEC * (2 ** retries)) + # Full jitter according to + # https://aws.amazon.com/blogs/architecture/exponential-backoff-and-jitter/ + if full_jitter: + countdown = random.randrange(countdown + 1) + # Adjust according to maximum wait time and account for negative values. + return max(0, countdown) + + +def federated_coordination_on_http(method, host, port, endpoint, json_body, headers=None, params=None, + timeout=JobDefaultConfig.remote_request_timeout): + url = f'http://{host}:{port}/{API_VERSION}{endpoint}' + for t in range(REQUEST_TRY_TIMES): + try: + response = request( + method=method, url=url, timeout=timeout, + headers=headers, json=json_body, params=params + ) + response.raise_for_status() + except Exception as e: + schedule_logger().warning(f'http api error: {url}\n{e}') + if t >= REQUEST_TRY_TIMES - 1: + raise e + else: + audit_logger().info(f'http api response: {url}\n{response.text}') + return response.json() + time.sleep(get_exponential_backoff_interval(t)) diff --git a/python/fate_flow/utils/wraps_utils.py b/python/fate_flow/utils/wraps_utils.py index d3e4ab6e1..b9c76d247 100644 --- a/python/fate_flow/utils/wraps_utils.py +++ b/python/fate_flow/utils/wraps_utils.py @@ -17,6 +17,14 @@ from fate_flow.entity.code import ReturnCode +from flask import request as flask_request +from fate_flow.errors.job import NoFoundTask, ResponseException, NoFoundINSTANCE +from fate_flow.operation.job_saver import JobSaver +from fate_flow.runtime.runtime_config import RuntimeConfig +from fate_flow.runtime.system_settings import HOST, HTTP_PORT, API_VERSION +from fate_flow.utils.api_utils import API, federated_coordination_on_http +from fate_flow.utils.requests_utils import request + def filter_parameters(filter_value=None): def _inner(func): @@ -41,3 +49,72 @@ def _wrapper(*args, **kwargs): raise Exception(code, f"func {func.__name__}, {message}") return _wrapper return _inner + + +def task_request_proxy(filter_local=False, force=True): + def _outer(func): + @wraps(func) + def _wrapper(*args, **kwargs): + party_id, role, task_id, task_version = kwargs.get("party_id"), kwargs.get("role"), \ + kwargs.get("task_id"), kwargs.get("task_version") + if not filter_local or (filter_local and role == "local"): + tasks = JobSaver.query_task(task_id=task_id, task_version=task_version, role=role, party_id=party_id) + if tasks: + if tasks[0].f_run_ip and tasks[0].f_run_port: + if tasks[0].f_run_ip != RuntimeConfig.JOB_SERVER_HOST: + source_url = flask_request.url + source_address = source_url.split("/")[2] + dest_address = ":".join([tasks[0].f_run_ip, str(tasks[0].f_run_port)]) + dest_url = source_url.replace(source_address, dest_address) + try: + response = request(method=flask_request.method, url=dest_url, json=flask_request.json, + headers=flask_request.headers, params=flask_request.args) + if 200 <= response.status_code < 300: + response = response.json() + return API.Output.json(code=response.get("code"), message=response.get("message")) + else: + raise ResponseException(response=response.text) + except Exception as e: + if force: + return func(*args, **kwargs) + raise e + else: + return API.Output.fate_flow_exception(NoFoundTask( + role=role, + party_id=party_id, + task_id=task_id, + task_version=task_version + )) + return func(*args, **kwargs) + return _wrapper + return _outer + + +def cluster_route(func): + @wraps(func) + def _route(*args, **kwargs): + instance_id = kwargs.get('instance_id') + request_data = flask_request.json or flask_request.form.to_dict() + if not instance_id: + return func(*args, **kwargs) + instance = RuntimeConfig.SERVICE_DB.get_servers().get(instance_id) + if instance is None: + return API.Output.fate_flow_exception(NoFoundINSTANCE(instance_id=instance_id)) + + if instance.http_address == f'{HOST}:{HTTP_PORT}': + return func(*args, **kwargs) + + endpoint = flask_request.full_path + prefix = f'/{API_VERSION}/' + if endpoint.startswith(prefix): + endpoint = endpoint[len(prefix) - 1:] + response = federated_coordination_on_http( + method=flask_request.method, + host=instance.host, + port=instance.http_port, + endpoint=endpoint, + json_body=request_data, + headers=flask_request.headers, + ) + return API.Output.json(**response) + return _route From 9791f408d4b110693c9d62a8f621d516320bd22e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 9 May 2023 16:27:47 +0800 Subject: [PATCH 093/482] fateflow: load balancing Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/service_conf.yaml | 5 ++++ python/fate_flow/db/schedule_models.py | 4 +-- .../hub/scheduler/default/_scheduler.py | 11 +++++--- python/fate_flow/utils/schedule_utils.py | 17 +++++++++++- python/fate_flow/utils/wraps_utils.py | 27 +++++++++++++++++++ 5 files changed, 57 insertions(+), 7 deletions(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index 4f9ea18d9..03ad74fd7 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -6,6 +6,11 @@ fateflow: http_port: 9380 grpc_port: 9360 proxy_name: rollsite + # Nginx load balancing + nginx: + host: + http_port: + grpc_port: database: name: fate_flow user: fate diff --git a/python/fate_flow/db/schedule_models.py b/python/fate_flow/db/schedule_models.py index 8ef623055..7b86305ce 100644 --- a/python/fate_flow/db/schedule_models.py +++ b/python/fate_flow/db/schedule_models.py @@ -30,8 +30,8 @@ class ScheduleJob(DataBaseModel): f_status_code = IntegerField(null=True) f_progress = IntegerField(null=True, default=0) - f_ready_signal = BooleanField(default=False) - f_ready_time = BigIntegerField(null=True) + f_schedule_signal = BooleanField(default=False) + f_schedule_time = BigIntegerField(null=True) f_cancel_signal = BooleanField(default=False) f_cancel_time = BigIntegerField(null=True) f_rerun_signal = BooleanField(default=False) diff --git a/python/fate_flow/hub/scheduler/default/_scheduler.py b/python/fate_flow/hub/scheduler/default/_scheduler.py index 71f939f89..78090516f 100644 --- a/python/fate_flow/hub/scheduler/default/_scheduler.py +++ b/python/fate_flow/hub/scheduler/default/_scheduler.py @@ -29,7 +29,7 @@ from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.scheduler.federated_scheduler import FederatedScheduler -from fate_flow.utils import job_utils, schedule_utils +from fate_flow.utils import job_utils, schedule_utils, wraps_utils from fate_flow.utils.base_utils import current_timestamp, json_dumps from fate_flow.utils.log_utils import schedule_logger, exception_to_trace_string @@ -114,7 +114,7 @@ def run_do(self): job = jobs[0] schedule_logger().info(f"schedule waiting job {job.f_job_id}") try: - self.schedule_waiting_jobs(job=job) + self.schedule_waiting_jobs(job=job, lock=True) except Exception as e: schedule_logger(job.f_job_id).exception(e) schedule_logger(job.f_job_id).error("schedule waiting job failed") @@ -127,7 +127,7 @@ def run_do(self): for job in jobs: schedule_logger().info(f"schedule running job {job.f_job_id}") try: - self.schedule_running_job(job=job) + self.schedule_running_job(job=job, lock=True) except Exception as e: schedule_logger(job.f_job_id).exception(e) schedule_logger(job.f_job_id).error("schedule job failed") @@ -174,7 +174,7 @@ def run_do(self): else: schedule_logger(job.f_job_id).info("the number of updates has been exceeded") continue - self.schedule_running_job(job=job, force_sync_status=True) + self.schedule_running_job(job=job, force_sync_status=True, lock=True) except Exception as e: schedule_logger(job.f_job_id).exception(e) schedule_logger(job.f_job_id).error("schedule job failed") @@ -218,6 +218,7 @@ def rollback_job_resource(cls, job, federated_response): schedule_logger(job.f_job_id).info("job no party should be rollback resource") @classmethod + @wraps_utils.schedule_lock def schedule_waiting_jobs(cls, job: ScheduleJob): if job.f_cancel_signal: FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, @@ -229,6 +230,7 @@ def schedule_waiting_jobs(cls, job: ScheduleJob): if status: cls.start_job(job_id=job.f_job_id, roles=job.f_parties) + @wraps_utils.schedule_lock def schedule_running_job(self, job: ScheduleJob, force_sync_status=False): schedule_logger(job.f_job_id).info("scheduling running job") @@ -268,6 +270,7 @@ def schedule_running_job(self, job: ScheduleJob, force_sync_status=False): job_info=job.to_human_model_dict()) schedule_logger(job.f_job_id).info("finish scheduling running job") + @wraps_utils.schedule_lock def schedule_rerun_job(self, job): if EndStatus.contains(job.f_status): job.f_status = JobStatus.WAITING diff --git a/python/fate_flow/utils/schedule_utils.py b/python/fate_flow/utils/schedule_utils.py index e8e27e17d..0720116c0 100644 --- a/python/fate_flow/utils/schedule_utils.py +++ b/python/fate_flow/utils/schedule_utils.py @@ -33,4 +33,19 @@ def rerun_signal(job_id, set_or_reset: bool): else: raise RuntimeError(f"can not support rereun signal {set_or_reset}") update_status = ScheduleJob.update(update_fields).where(ScheduleJob.f_job_id == job_id).execute() > 0 - return update_status \ No newline at end of file + return update_status + + +@DB.connection_context() +def schedule_signal(job_id: object, set_or_reset: bool, ready_timeout_ttl: object = None) -> object: + filters = [ScheduleJob.f_job_id == job_id] + if set_or_reset: + update_fields = {ScheduleJob.f_schedule_signal: True, ScheduleJob.f_schedule_time: current_timestamp()} + filters.append(ScheduleJob.f_schedule_signal == False) + else: + update_fields = {ScheduleJob.f_schedule_signal: False, ScheduleJob.f_schedule_time: None} + filters.append(ScheduleJob.f_schedule_signal == True) + if ready_timeout_ttl: + filters.append(current_timestamp() - ScheduleJob.f_schedule_time > ready_timeout_ttl) + update_status = ScheduleJob.update(update_fields).where(*filters).execute() > 0 + return update_status diff --git a/python/fate_flow/utils/wraps_utils.py b/python/fate_flow/utils/wraps_utils.py index b9c76d247..f194d127e 100644 --- a/python/fate_flow/utils/wraps_utils.py +++ b/python/fate_flow/utils/wraps_utils.py @@ -23,7 +23,9 @@ from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import HOST, HTTP_PORT, API_VERSION from fate_flow.utils.api_utils import API, federated_coordination_on_http +from fate_flow.utils.log_utils import schedule_logger from fate_flow.utils.requests_utils import request +from fate_flow.utils.schedule_utils import schedule_signal def filter_parameters(filter_value=None): @@ -118,3 +120,28 @@ def _route(*args, **kwargs): ) return API.Output.json(**response) return _route + + +def schedule_lock(func): + @wraps(func) + def _wrapper(*args, **kwargs): + _lock = kwargs.pop("lock", False) + if _lock: + job = kwargs.get("job") + schedule_logger(job.f_job_id).debug(f"get job {job.f_job_id} schedule lock") + _result = None + if not schedule_signal(job_id=job.f_job_id, set_or_reset=True): + schedule_logger(job.f_job_id).warn(f"get job {job.f_job_id} schedule lock failed, " + f"job may be handled by another scheduler") + return + try: + _result = func(*args, **kwargs) + except Exception as e: + raise e + finally: + schedule_signal(job_id=job.f_job_id, set_or_reset=False) + schedule_logger(job.f_job_id).debug(f"release job {job.f_job_id} schedule lock") + return _result + else: + return func(*args, **kwargs) + return _wrapper From 72d6e04725563aa14c5210592d084eb12b1bff85 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 10 May 2023 14:31:17 +0800 Subject: [PATCH 094/482] fateflow: fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/partner/partner_app.py | 3 ++- python/fate_flow/utils/grpc_utils.py | 9 +++++---- python/fate_flow/utils/wraps_utils.py | 10 ++++++++++ python/requirements-flow.txt | 3 ++- 4 files changed, 19 insertions(+), 6 deletions(-) diff --git a/python/fate_flow/apps/partner/partner_app.py b/python/fate_flow/apps/partner/partner_app.py index 7db3c8ea0..89ba101f3 100644 --- a/python/fate_flow/apps/partner/partner_app.py +++ b/python/fate_flow/apps/partner/partner_app.py @@ -23,7 +23,7 @@ StartTaskFailed, UpdateTaskFailed, KillTaskFailed, TaskResourceException from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver -from fate_flow.utils.api_utils import API +from fate_flow.utils.api_utils import API, stat_logger from fate_flow.utils.wraps_utils import task_request_proxy page_name = 'partner' @@ -39,6 +39,7 @@ def partner_create_job(dag_schema, job_id, role, party_id): JobController.create_job(dag_schema, job_id, role, party_id) return API.Output.json() except Exception as e: + stat_logger.exception(e) return API.Output.fate_flow_exception(CreateJobFailed(detail=str(e))) diff --git a/python/fate_flow/utils/grpc_utils.py b/python/fate_flow/utils/grpc_utils.py index 7b687f119..72fc80222 100644 --- a/python/fate_flow/utils/grpc_utils.py +++ b/python/fate_flow/utils/grpc_utils.py @@ -13,14 +13,12 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.entity.code import ReturnCode from fate_flow.errors.job import ResponseException from fate_flow.proto.osx import osx_pb2, osx_pb2_grpc from fate_flow.proto.rollsite import proxy_pb2_grpc, basic_meta_pb2, proxy_pb2 from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import FATE_FLOW_SERVICE_NAME, GRPC_PORT, HOST, REMOTE_REQUEST_TIMEOUT -from fate_flow.utils.api_utils import API from fate_flow.utils.base_utils import json_loads, json_dumps from fate_flow.utils.log_utils import audit_logger from fate_flow.utils.requests_utils import request @@ -79,7 +77,8 @@ def unaryCall(self, _request, context): audit_logger(job_id).info('rpc receive: {}'.format(packet)) audit_logger(job_id).info("rpc receive: {} {}".format(get_url(_suffix), param)) resp = request(method=method, url=get_url(_suffix), json=param_dict, headers=headers) - resp_json = response_json(response_json(resp)) + audit_logger(job_id).info(f"resp: {resp.text}") + resp_json = response_json(resp) return wrap_grpc_packet(resp_json, method, _suffix, dst.partyId, src.partyId, job_id) @@ -122,4 +121,6 @@ def response_json(response): return response.json() except: audit_logger().exception(response.text) - return API.Output.fate_flow_exception(ResponseException(response=response.text)) + e = ResponseException(response=response.text) + return {"code": e.code, "message": e.message} + diff --git a/python/fate_flow/utils/wraps_utils.py b/python/fate_flow/utils/wraps_utils.py index f194d127e..8b4722362 100644 --- a/python/fate_flow/utils/wraps_utils.py +++ b/python/fate_flow/utils/wraps_utils.py @@ -13,6 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import threading from functools import wraps from fate_flow.entity.code import ReturnCode @@ -145,3 +146,12 @@ def _wrapper(*args, **kwargs): else: return func(*args, **kwargs) return _wrapper + + +def threading_lock(func): + @wraps(func) + def _wrapper(*args, **kwargs): + with threading.Lock(): + schedule_logger('wzh').info(f'{func.__name__}, args: {args}, kwargs: {kwargs}') + return func(*args, **kwargs) + return _wrapper diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt index 3eb07f367..b1d564f06 100644 --- a/python/requirements-flow.txt +++ b/python/requirements-flow.txt @@ -17,4 +17,5 @@ pyyaml==5.4.1 networkx psutil>=5.7.0 casbin_peewee_adapter -casbin \ No newline at end of file +casbin +pymysql \ No newline at end of file From 846a4158132d671b4623495ca4b39f0aad32d01e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 10 May 2023 16:13:59 +0800 Subject: [PATCH 095/482] fateflow: zookeeper init Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/service_conf.yaml | 8 +++++++- python/fate_flow/fate_flow_server.py | 1 + 2 files changed, 8 insertions(+), 1 deletion(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index 03ad74fd7..b2b975511 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -101,4 +101,10 @@ model_store: Region: SecretId: SecretKey: - Bucket: \ No newline at end of file + Bucket: +zookeeper: + hosts: + - 127.0.0.1:2181 + use_acl: true + user: fate + password: fate diff --git a/python/fate_flow/fate_flow_server.py b/python/fate_flow/fate_flow_server.py index 1a85e3c0b..6b1ceb62f 100644 --- a/python/fate_flow/fate_flow_server.py +++ b/python/fate_flow/fate_flow_server.py @@ -66,6 +66,7 @@ def server_init(): RuntimeConfig.set_process_role(ProcessRole.DRIVER) RuntimeConfig.init_config() RuntimeConfig.set_service_db(service_db()) + RuntimeConfig.SERVICE_DB.register_flow() # manager ConfigManager.load() From 2728f2f81ca8062ffa141cc9b5b9753061d9ed73 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 11 May 2023 14:46:13 +0800 Subject: [PATCH 096/482] fateflow: init spark Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/computing/_session.py | 7 +++++-- python/fate_flow/engine/computing/_spark.py | 6 +----- 2 files changed, 6 insertions(+), 7 deletions(-) diff --git a/python/fate_flow/engine/computing/_session.py b/python/fate_flow/engine/computing/_session.py index 109354605..1d324e499 100644 --- a/python/fate_flow/engine/computing/_session.py +++ b/python/fate_flow/engine/computing/_session.py @@ -14,7 +14,7 @@ # limitations under the License. # from fate_flow.engine.computing._eggroll import ContainerdEggrollEngine, LocalEggrollEngine -from fate_flow.engine.computing._spark import SparkEngine +from fate_flow.engine.computing._spark import LocalSparkEngine from fate_flow.entity.types import ComputingEngine, EngineType, ProviderDevice from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.component_provider import ComponentProvider @@ -30,7 +30,10 @@ def build_engine(provider_name: str): else: engine_session = LocalEggrollEngine(provider) elif computing_engine == ComputingEngine.SPARK: - engine_session = SparkEngine(provider) + if ComponentProvider.device in {ProviderDevice.DOCKER, ProviderDevice.K8S}: + raise ValueError(f'{computing_engine} engine device "{computing_engine}" is not supported') + else: + engine_session = LocalSparkEngine(provider) else: raise ValueError(f'engine "{computing_engine}" is not supported') return engine_session diff --git a/python/fate_flow/engine/computing/_spark.py b/python/fate_flow/engine/computing/_spark.py index 98dc40061..f1f57272f 100644 --- a/python/fate_flow/engine/computing/_spark.py +++ b/python/fate_flow/engine/computing/_spark.py @@ -23,7 +23,7 @@ from fate_flow.utils import job_utils, process_utils -class SparkEngine(LocalEngine): +class LocalSparkEngine(LocalEngine): def __init__(self, provider): self.provider = provider @@ -38,10 +38,6 @@ def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_d raise RuntimeError("can not import pyspark") except Exception as e: raise RuntimeError("can not import pyspark") - # else: - # raise ValueError(f"spark home must be configured in conf/service_conf.yaml when run on cluster mode") - - # additional configs spark_submit_config = run_parameters.get("conf", {}).get("computing", {}).get("metadata", {}).get("spark_run", {}) deploy_mode = spark_submit_config.get("deploy-mode", "client") From 257f83e48221cc420560b102a2fe89e44ffeec1c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 16 May 2023 17:06:33 +0800 Subject: [PATCH 097/482] fateflow: fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/db/base_models.py | 2 +- python/fate_flow/detection/detector.py | 2 +- python/fate_flow/hook/__init__.py | 3 ++- .../fate_flow/hook/flow/site_authentication.py | 6 ++++-- python/fate_flow/manager/service/app_manager.py | 2 +- python/fate_flow/settings.py | 2 +- python/fate_flow/utils/schedule_utils.py | 17 ++++++++++++++--- 7 files changed, 24 insertions(+), 10 deletions(-) diff --git a/python/fate_flow/db/base_models.py b/python/fate_flow/db/base_models.py index 93567922e..4a2cff786 100644 --- a/python/fate_flow/db/base_models.py +++ b/python/fate_flow/db/base_models.py @@ -421,7 +421,7 @@ def fill_db_model_object(model_object, human_model_dict): class BaseModelOperate: @classmethod @DB.connection_context() - def _create_entity(cls, entity_model: object, entity_info: object) -> object: + def _create_entity(cls, entity_model, entity_info: dict) -> object: obj = entity_model() obj.f_create_time = current_timestamp() for k, v in entity_info.items(): diff --git a/python/fate_flow/detection/detector.py b/python/fate_flow/detection/detector.py index 3c5d15234..602695cae 100644 --- a/python/fate_flow/detection/detector.py +++ b/python/fate_flow/detection/detector.py @@ -37,7 +37,7 @@ def detect_running_task(cls): count = 0 try: running_tasks = JobSaver.query_task(party_status=TaskStatus.RUNNING) - detect_logger().info(f'running task test: {running_tasks}') + detect_logger().info(f'running task: {running_tasks}') stop_job_ids = set() for task in running_tasks: if task.f_run_ip != RuntimeConfig.JOB_SERVER_HOST: diff --git a/python/fate_flow/hook/__init__.py b/python/fate_flow/hook/__init__.py index abd5f0ed1..293f3674c 100644 --- a/python/fate_flow/hook/__init__.py +++ b/python/fate_flow/hook/__init__.py @@ -27,7 +27,8 @@ def init(): @staticmethod def register_site_signature_hook(func): - HookManager.SITE_SIGNATURE.append(func) + if SITE_AUTHENTICATION: + HookManager.SITE_SIGNATURE.append(func) @staticmethod def register_site_authentication_hook(func): diff --git a/python/fate_flow/hook/flow/site_authentication.py b/python/fate_flow/hook/flow/site_authentication.py index f03fec077..f4531c461 100644 --- a/python/fate_flow/hook/flow/site_authentication.py +++ b/python/fate_flow/hook/flow/site_authentication.py @@ -2,6 +2,7 @@ from fate_flow.controller.app_controller import PermissionController, Authentication from fate_flow.entity.code import ReturnCode +from fate_flow.errors.job import NoFoundAppid from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import SignatureParameters, SignatureReturn, AuthenticationParameters, \ AuthenticationReturn @@ -15,9 +16,10 @@ def signature(parm: SignatureParameters) -> SignatureReturn: parm.party_id = PARTY_ID apps = AppManager.query_partner_app(party_id=parm.party_id) if not apps: + e = NoFoundAppid(party_id=parm.party_id) return SignatureReturn( - code=ReturnCode.API.NO_FOUND_APPID, - message="Signature Failed" + code=e.code, + message=e.message ) app = apps[0] nonce = Authentication.generate_nonce() diff --git a/python/fate_flow/manager/service/app_manager.py b/python/fate_flow/manager/service/app_manager.py index 47a4998b3..db9fe9040 100644 --- a/python/fate_flow/manager/service/app_manager.py +++ b/python/fate_flow/manager/service/app_manager.py @@ -53,7 +53,7 @@ def create_app(cls, app_type, app_name, app_id=None, app_token=None): return {} @classmethod - @switch_function(SITE_AUTHENTICATION) + @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) def create_partner_app(cls, party_id, app_id=None, app_token=None): app_info = { "party_id": party_id, diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index 994ecacc7..9c5df0d5b 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -21,7 +21,7 @@ REMOTE_REQUEST_TIMEOUT = 30000 # ms LOG_DIR = "" -LOG_LEVEL = "DEBUG" +LOG_LEVEL = 10 DATA_DIR = "" MODEL_DIR = "" JOB_DIR = "" diff --git a/python/fate_flow/utils/schedule_utils.py b/python/fate_flow/utils/schedule_utils.py index 0720116c0..5c82190c1 100644 --- a/python/fate_flow/utils/schedule_utils.py +++ b/python/fate_flow/utils/schedule_utils.py @@ -16,6 +16,7 @@ from fate_flow.db.base_models import DB from fate_flow.db.schedule_models import ScheduleJob from fate_flow.utils.base_utils import current_timestamp +from fate_flow.utils.log_utils import schedule_logger @DB.connection_context() @@ -37,7 +38,7 @@ def rerun_signal(job_id, set_or_reset: bool): @DB.connection_context() -def schedule_signal(job_id: object, set_or_reset: bool, ready_timeout_ttl: object = None) -> object: +def schedule_signal(job_id: object, set_or_reset: bool) -> bool: filters = [ScheduleJob.f_job_id == job_id] if set_or_reset: update_fields = {ScheduleJob.f_schedule_signal: True, ScheduleJob.f_schedule_time: current_timestamp()} @@ -45,7 +46,17 @@ def schedule_signal(job_id: object, set_or_reset: bool, ready_timeout_ttl: objec else: update_fields = {ScheduleJob.f_schedule_signal: False, ScheduleJob.f_schedule_time: None} filters.append(ScheduleJob.f_schedule_signal == True) - if ready_timeout_ttl: - filters.append(current_timestamp() - ScheduleJob.f_schedule_time > ready_timeout_ttl) update_status = ScheduleJob.update(update_fields).where(*filters).execute() > 0 + if set_or_reset and not update_status: + # update timeout signal + schedule_timeout_signal(job_id) return update_status + + +def schedule_timeout_signal(job_id, ready_timeout_ttl: int = 10*6000): + job_list = ScheduleJob.query(job_id=job_id, schedule_signal=True) + if job_list: + job = job_list[0] + if current_timestamp() - job.f_schedule_time > ready_timeout_ttl: + schedule_logger(job_id).info("schedule timeout, try to update signal") + schedule_signal(job_id, set_or_reset=False) From f0aab770b10d085b7445ddb43e4fd1103f6c6334 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 16 May 2023 18:31:59 +0800 Subject: [PATCH 098/482] fateflow: fix provider bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/service/provider_manager.py | 2 +- python/fate_flow/utils/process_utils.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/manager/service/provider_manager.py b/python/fate_flow/manager/service/provider_manager.py index 20c1daea4..2f68b1eae 100644 --- a/python/fate_flow/manager/service/provider_manager.py +++ b/python/fate_flow/manager/service/provider_manager.py @@ -30,7 +30,7 @@ class ProviderManager(BaseModelOperate): @classmethod def get_provider_by_provider_name(cls, provider_name) -> ComponentProvider: name, version, device = cls.parser_provider_name(provider_name) - provider_list = [provider_info for provider_info in cls.query_provider(name=name, versin=version, device=device)] + provider_list = [provider_info for provider_info in cls.query_provider(name=name, version=version, device=device)] if not provider_list: raise ValueError(f"Query provider info failed: {provider_name}") provider_info = provider_list[0] diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index c124707bb..31b81b9a0 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -59,7 +59,7 @@ def run_subprocess(job_id, config_dir, process_cmd, added_env: dict = None, log_ value += ':' + subprocess_env[name] subprocess_env[name] = value subprocess_env.pop("CLASSPATH", None) - + logger.info(f"RUN ENV: {subprocess_env}") p = subprocess.Popen(process_cmd, stdout=std, stderr=std, From e57f522cc1fdb3f24578d5c6a8c064bddddccfe1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 17 May 2023 14:21:39 +0800 Subject: [PATCH 099/482] fateflow: fix permission bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/client_app.py | 10 +++++----- python/fate_flow/apps/client/permission_app.py | 10 +++++----- python/fate_flow/controller/app_controller.py | 18 ++++++++++++++++-- .../fate_flow/manager/service/app_manager.py | 13 +++++++++++++ 4 files changed, 39 insertions(+), 12 deletions(-) diff --git a/python/fate_flow/apps/client/client_app.py b/python/fate_flow/apps/client/client_app.py index 89e5eba2e..ddcd3742c 100644 --- a/python/fate_flow/apps/client/client_app.py +++ b/python/fate_flow/apps/client/client_app.py @@ -35,7 +35,7 @@ def create_client_app(app_name): @API.Input.json(app_id=fields.String(required=True)) def delete_client_app(app_id): status = AppManager.delete_app(app_id=app_id, app_type=AppType.CLIENT) - return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") + return API.Output.json(data={"status": status}) @manager.route('/client/query', methods=['GET']) @@ -56,8 +56,8 @@ def create_site_app(party_id): @manager.route('/site/delete', methods=['POST']) @API.Input.json(party_id=fields.String(required=True)) def delete_site_app(party_id): - AppManager.delete_app(app_name=party_id, app_type=AppType.SITE) - return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") + status = AppManager.delete_app(app_name=party_id, app_type=AppType.SITE) + return API.Output.json(data={"status": status}) @manager.route('/site/query', methods=['GET']) @@ -79,8 +79,8 @@ def create_partner_app(party_id, app_id, app_token): @manager.route('/partner/delete', methods=['POST']) @API.Input.json(party_id=fields.String(required=True)) def delete_partner_app(party_id): - AppManager.delete_partner_app(party_id=party_id) - return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") + status = AppManager.delete_partner_app(party_id=party_id) + return API.Output.json(data={"status": status}) @manager.route('/partner/query', methods=['GET']) diff --git a/python/fate_flow/apps/client/permission_app.py b/python/fate_flow/apps/client/permission_app.py index 116a5b498..b90cda6e2 100644 --- a/python/fate_flow/apps/client/permission_app.py +++ b/python/fate_flow/apps/client/permission_app.py @@ -28,16 +28,16 @@ @API.Input.json(app_id=fields.String(required=True)) @API.Input.json(role=fields.String(required=True)) def grant(app_id, role): - PermissionController.add_role_for_user(app_id=app_id, role=role) - return API.Output.json() + status = PermissionController.add_role_for_user(app_id=app_id, role=role) + return API.Output.json(data={"status": status}) @manager.route('/delete', methods=['POST']) @API.Input.json(app_id=fields.String(required=True)) @API.Input.json(role=fields.String(required=True)) def delete(app_id, role): - PermissionController.delete_role_for_user(app_id=app_id, role=role) - return API.Output.json() + status = PermissionController.delete_role_for_user(app_id=app_id, role=role) + return API.Output.json(data={"status": status}) @manager.route('/query', methods=['GET']) @@ -51,4 +51,4 @@ def query(app_id): @manager.route('/role/query', methods=['GET']) def query_roles(): - return API.Output.json(data=RuntimeConfig.CLIENT_ROLE) \ No newline at end of file + return API.Output.json(data=RuntimeConfig.CLIENT_ROLE) diff --git a/python/fate_flow/controller/app_controller.py b/python/fate_flow/controller/app_controller.py index b606fc5ec..7f1691f46 100644 --- a/python/fate_flow/controller/app_controller.py +++ b/python/fate_flow/controller/app_controller.py @@ -17,9 +17,9 @@ import time from fate_flow.db.casbin_models import FATE_CASBIN -from fate_flow.entity.code import ReturnCode -from fate_flow.errors.job import RequestExpired, NoFoundAppid +from fate_flow.errors.job import RequestExpired, NoFoundAppid, InvalidParameter from fate_flow.manager.service.app_manager import AppManager +from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import CLIENT_AUTHENTICATION, SITE_AUTHENTICATION from fate_flow.utils.base_utils import generate_random_id from fate_flow.utils.wraps_utils import switch_function @@ -74,35 +74,49 @@ def add_policy(role, resource, permission): @staticmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + @AppManager.check_app_id def add_role_for_user(app_id, role): + PermissionController.check_permission_role(role) return FATE_CASBIN.add_role_for_user(app_id, role) @staticmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + @AppManager.check_app_id def delete_role_for_user(app_id, role): + PermissionController.check_permission_role(role) return FATE_CASBIN.delete_role_for_suer(app_id, role) @staticmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + @AppManager.check_app_id def get_roles_for_user(app_id): return FATE_CASBIN.get_roles_for_user(app_id) @staticmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + @AppManager.check_app_id def get_permissions_for_user(app_id): return FATE_CASBIN.get_permissions_for_user(app_id) @staticmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + @AppManager.check_app_id def delete_roles_for_user(app_id): return FATE_CASBIN.delete_roles_for_user(app_id) @staticmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + @AppManager.check_app_id def has_role_for_user(app_id, role): return FATE_CASBIN.has_role_for_user(app_id, role) @staticmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) + @AppManager.check_app_id def enforcer(app_id, resource, permission): return FATE_CASBIN.enforcer(app_id, resource, permission) + + @staticmethod + def check_permission_role(role): + if role not in RuntimeConfig.CLIENT_ROLE: + raise InvalidParameter(role=role) diff --git a/python/fate_flow/manager/service/app_manager.py b/python/fate_flow/manager/service/app_manager.py index db9fe9040..b2b7de15b 100644 --- a/python/fate_flow/manager/service/app_manager.py +++ b/python/fate_flow/manager/service/app_manager.py @@ -12,9 +12,12 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +from functools import wraps + from fate_flow.db.base_models import BaseModelOperate from fate_flow.db.permission_models import AppInfo, PartnerAppInfo from fate_flow.entity.types import AppType +from fate_flow.errors.job import NoFoundAppid from fate_flow.runtime.system_settings import ADMIN_KEY, CLIENT_AUTHENTICATION, APP_TOKEN_LENGTH, SITE_AUTHENTICATION, \ PARTY_ID from fate_flow.utils.base_utils import generate_random_id @@ -103,3 +106,13 @@ def generate_app_id(cls, length=8): @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) def generate_app_token(cls, length=APP_TOKEN_LENGTH): return generate_random_id(length=length) + + @staticmethod + def check_app_id(func): + @wraps(func) + def _wrapper(*args, **kwargs): + if kwargs.get("app_id"): + if not AppManager.query_app(app_id=kwargs.get("app_id")): + raise NoFoundAppid(app_id=kwargs.get("app_id")) + return func(*args, **kwargs) + return _wrapper From 05c8a273d4078aa46699910608814e44fc89bbba Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 24 May 2023 14:19:12 +0800 Subject: [PATCH 100/482] fateflow: update app authentication Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/__init__.py | 5 ++++- python/fate_flow/hook/flow/site_authentication.py | 2 +- 2 files changed, 5 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index c0edd82ca..6f1bdd2f3 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -121,6 +121,9 @@ def init_apps(): def _init_permission_group(urls: dict): for role, role_items in urls.items(): super_role = "super_" + role + if role in ["scheduler", "partner"]: + role = "site" + super_role = "site" RuntimeConfig.set_client_roles(role, super_role) for resource, rule_methods_list in role_items: for rule_methods in rule_methods_list: @@ -133,7 +136,7 @@ def _init_permission_group(urls: dict): PermissionController.add_policy(super_role, rule, method) PermissionController.add_policy(role, rule, method) PermissionController.add_role_for_user("admin", super_role) - PermissionController.add_role_for_user(PARTY_ID, "partner") + PermissionController.add_role_for_user(PARTY_ID, "site") init_apps() diff --git a/python/fate_flow/hook/flow/site_authentication.py b/python/fate_flow/hook/flow/site_authentication.py index f4531c461..f5c3e2f19 100644 --- a/python/fate_flow/hook/flow/site_authentication.py +++ b/python/fate_flow/hook/flow/site_authentication.py @@ -47,7 +47,7 @@ def authentication(parm: AuthenticationParameters) -> AuthenticationReturn: return AuthenticationReturn(code=ReturnCode.Base.SUCCESS, message="success") else: return AuthenticationReturn(code=ReturnCode.API.AUTHENTICATION_FAILED, - message="Authentication Failed") + message=f"Authentication Failed: app_id[{app_id}, path[{parm.path}, method[{parm.method}]]]") else: return AuthenticationReturn(code=ReturnCode.API.VERIFY_FAILED, message="varify failed!") From 9e9e340b7293b0b809b242231a461f685b9469ae Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 5 Jun 2023 16:37:35 +0800 Subject: [PATCH 101/482] fateflow: init hdfs store Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/relation_ship.py | 3 +- .../engine/storage/eggroll/_table.py | 2 +- .../fate_flow/engine/storage/hdfs/__init__.py | 19 ++ .../engine/storage/hdfs/_hdfs_utils.py | 29 +++ .../fate_flow/engine/storage/hdfs/_session.py | 38 +++ .../fate_flow/engine/storage/hdfs/_table.py | 233 ++++++++++++++++++ 6 files changed, 322 insertions(+), 2 deletions(-) create mode 100644 python/fate_flow/engine/storage/hdfs/__init__.py create mode 100644 python/fate_flow/engine/storage/hdfs/_hdfs_utils.py create mode 100644 python/fate_flow/engine/storage/hdfs/_session.py create mode 100644 python/fate_flow/engine/storage/hdfs/_table.py diff --git a/python/fate_flow/engine/relation_ship.py b/python/fate_flow/engine/relation_ship.py index c050deeaf..0bce1cd64 100644 --- a/python/fate_flow/engine/relation_ship.py +++ b/python/fate_flow/engine/relation_ship.py @@ -57,11 +57,12 @@ class Relationship(object): StorageEngine.HDFS, StorageEngine.HIVE, StorageEngine.LOCALFS, + StorageEngine.STANDALONE ], }, EngineType.FEDERATION: { "default": FederationEngine.RABBITMQ, - "support": [FederationEngine.PULSAR, FederationEngine.RABBITMQ, FederationEngine.OSX], + "support": [FederationEngine.PULSAR, FederationEngine.RABBITMQ, FederationEngine.OSX, FederationEngine.STANDALONE], }, } } diff --git a/python/fate_flow/engine/storage/eggroll/_table.py b/python/fate_flow/engine/storage/eggroll/_table.py index 5acb2afc7..b04c2793c 100644 --- a/python/fate_flow/engine/storage/eggroll/_table.py +++ b/python/fate_flow/engine/storage/eggroll/_table.py @@ -47,7 +47,7 @@ def __init__( def _save_as(self, address, name, namespace, partitions=None, **kwargs): self._table.save_as(name=name, namespace=namespace) - + self._meta_table.save_as(name=f"{name}.meta", namespace=namespace) table = StorageTable( context=self._context, address=address, diff --git a/python/fate_flow/engine/storage/hdfs/__init__.py b/python/fate_flow/engine/storage/hdfs/__init__.py new file mode 100644 index 000000000..31c1dbd35 --- /dev/null +++ b/python/fate_flow/engine/storage/hdfs/__init__.py @@ -0,0 +1,19 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from fate_flow.engine.storage.hdfs._table import StorageTable +from fate_flow.engine.storage.hdfs._session import StorageSession + +__all__ = ["StorageTable", "StorageSession"] diff --git a/python/fate_flow/engine/storage/hdfs/_hdfs_utils.py b/python/fate_flow/engine/storage/hdfs/_hdfs_utils.py new file mode 100644 index 000000000..065646cad --- /dev/null +++ b/python/fate_flow/engine/storage/hdfs/_hdfs_utils.py @@ -0,0 +1,29 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +import pickle + +DELIMITER = '\t' +NEWLINE = '\n' + + +def deserialize(m): + fields = m.partition(DELIMITER) + return fields[0], pickle.loads(bytes.fromhex(fields[2])) + + +def serialize(k, v): + return f"{k}{DELIMITER}{pickle.dumps(v).hex()}" diff --git a/python/fate_flow/engine/storage/hdfs/_session.py b/python/fate_flow/engine/storage/hdfs/_session.py new file mode 100644 index 000000000..00b7ad608 --- /dev/null +++ b/python/fate_flow/engine/storage/hdfs/_session.py @@ -0,0 +1,38 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from fate_flow.engine.storage import StorageSessionBase, StorageEngine +from fate_flow.engine.storage.hdfs import StorageTable +from fate_flow.entity.types import AddressABC, HDFSAddress + + +class StorageSession(StorageSessionBase): + def __init__(self, session_id, options=None): + super(StorageSession, self).__init__(session_id=session_id, engine=StorageEngine.HDFS) + + def table(self, address: AddressABC, name, namespace, partitions, store_type=None, options=None, **kwargs): + if isinstance(address, HDFSAddress): + return StorageTable(address=address, name=name, namespace=namespace, + partitions=partitions, store_type=store_type, options=options) + raise NotImplementedError(f"address type {type(address)} not supported with hdfs storage") + + def cleanup(self, name, namespace): + pass + + def stop(self): + pass + + def kill(self): + pass diff --git a/python/fate_flow/engine/storage/hdfs/_table.py b/python/fate_flow/engine/storage/hdfs/_table.py new file mode 100644 index 000000000..d80a122d2 --- /dev/null +++ b/python/fate_flow/engine/storage/hdfs/_table.py @@ -0,0 +1,233 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import io +import os +from typing import Iterable + +from pyarrow import fs + +from fate_flow.engine.storage import StorageTableBase +from fate_flow.engine.storage._types import HDFSStoreType, StorageEngine +from fate_flow.engine.storage.hdfs import _hdfs_utils as hdfs_utils +from fate_flow.utils.log import getLogger + + +LOGGER = getLogger() + + +class StorageTable(StorageTableBase): + def __init__( + self, + address=None, + name: str = None, + namespace: str = None, + partitions: int = 1, + store_type: HDFSStoreType = HDFSStoreType.DISK, + options=None, + ): + super(StorageTable, self).__init__( + name=name, + namespace=namespace, + address=address, + partitions=partitions, + options=options, + engine=StorageEngine.HDFS, + store_type=store_type, + ) + # tricky way to load libhdfs + try: + from pyarrow import HadoopFileSystem + + HadoopFileSystem(self.path) + except Exception as e: + LOGGER.warning(f"load libhdfs failed: {e}") + self._hdfs_client = fs.HadoopFileSystem.from_uri(self.path) + self._meta_client = fs.HadoopFileSystem.from_uri(self.meta_path) + + def check_address(self): + return self._exist() + + def _put_all( + self, kv_list: Iterable, append=True, assume_file_exist=False, meta=False, **kwargs + ): + if not meta: + client = self._hdfs_client + path = self.file_path + else: + client = self._meta_client + path = self.meta_path + LOGGER.info(f"put in hdfs file: {path}") + if append and (assume_file_exist or self._exist(path)): + stream = client.open_append_stream( + path=path, compression=None + ) + else: + stream = client.open_output_stream( + path=path, compression=None + ) + + counter = self._meta.get_count() if self._meta.get_count() else 0 + with io.TextIOWrapper(stream) as writer: + for k, v in kv_list: + if meta: + writer.write(self._generate_meta_line(k, v)) + else: + writer.write(hdfs_utils.serialize(k, v)) + writer.write(hdfs_utils.NEWLINE) + counter = counter + 1 + if not meta: + self._meta.update_metas(count=counter) + + def _put_meta(self, kv_list: Iterable, **kwargs): + return self._put_all(kv_list, meta=True) + + def _get_meta(self, **kwargs): + return self._get_meta_line() + + @staticmethod + def _generate_meta_line(k, v): + return hdfs_utils.DELIMITER.join([k, v]) + hdfs_utils.NEWLINE + + def _get_meta_line(self): + for line in self._as_generator(meta=True): + line = line.strip(hdfs_utils.NEWLINE) + kv_list = line.split(hdfs_utils.DELIMITER)[0] + yield kv_list[0], kv_list[1] + + def _collect(self, **kwargs) -> list: + for line in self._as_generator(): + yield hdfs_utils.deserialize(line.rstrip()) + + def _read(self) -> list: + for line in self._as_generator(): + yield line + + def _destroy(self): + self._hdfs_client.delete_file(self.file_path) + + def _count(self): + count = 0 + if self._meta.get_count(): + return self._meta.get_count() + for _ in self._as_generator(): + count += 1 + return count + + def _save_as( + self, address, partitions=None, name=None, namespace=None, **kwargs + ): + # data path + self._hdfs_client.copy_file(src=self.file_path, dst=address.path) + # meta path + self._meta_client.copy_file(src=self.meta_path, dst=os.path.join(address.path, self.meta_name)) + table = StorageTable( + address=address, + partitions=partitions, + name=name, + namespace=namespace, + **kwargs, + ) + return table + + def close(self): + pass + + @property + def path(self) -> str: + return f"{self._address.name_node}/{self._address.path}" + + @property + def meta_path(self): + return os.path.join(self.path, self.meta_name) + + @property + def file_path(self) -> str: + return f"{self._address.path}" + + @property + def meta_file_path(self): + return os.path.join(self.file_path, self.meta_name) + + def _exist(self, path=None): + if not path: + path = self.file_path + info = self._hdfs_client.get_file_info([path])[0] + return info.type != fs.FileType.NotFound + + def _as_generator(self, meta=False): + file = self.file_path if not meta else self.meta_file_path + LOGGER.info(f"as generator: {file}") + info = self._hdfs_client.get_file_info([file])[0] + if info.type == fs.FileType.NotFound: + raise FileNotFoundError(f"file {file} not found") + + elif info.type == fs.FileType.File: + for line in self._read_buffer_lines(): + yield line + else: + selector = fs.FileSelector(file) + file_infos = self._hdfs_client.get_file_info(selector) + for file_info in file_infos: + if file_info.base_name == "_SUCCESS": + continue + assert ( + file_info.is_file + ), f"{self.path} is directory contains a subdirectory: {file_info.path}" + with io.TextIOWrapper( + buffer=self._hdfs_client.open_input_stream(file_info.path), + encoding="utf-8", + ) as reader: + for line in reader: + yield line + + def _read_buffer_lines(self, path=None): + if not path: + path = self.file_path + buffer = self._hdfs_client.open_input_file(path) + offset = 0 + block_size = 1024 * 1024 * 10 + size = buffer.size() + + while offset < size: + block_index = 1 + buffer_block = buffer.read_at(block_size, offset) + if offset + block_size >= size: + for line in self._read_lines(buffer_block): + yield line + break + if buffer_block.endswith(b"\n"): + for line in self._read_lines(buffer_block): + yield line + offset += block_size + continue + end_index = -1 + buffer_len = len(buffer_block) + while not buffer_block[:end_index].endswith(b"\n"): + if offset + block_index * block_size >= size: + break + end_index -= 1 + if abs(end_index) == buffer_len: + block_index += 1 + buffer_block = buffer.read_at(block_index * block_size, offset) + end_index = block_index * block_size + for line in self._read_lines(buffer_block[:end_index]): + yield line + offset += len(buffer_block[:end_index]) + + def _read_lines(self, buffer_block): + with io.TextIOWrapper(buffer=io.BytesIO(buffer_block), encoding="utf-8") as reader: + for line in reader: + yield line From 05f20d7128eba14b2cc1654a1cc4261256cf3b24 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 6 Jun 2023 16:33:24 +0800 Subject: [PATCH 102/482] fateflow: update flask Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/data/data_manager.py | 2 +- python/fate_flow/manager/model/handel/_file.py | 2 +- python/fate_flow/manager/model/handel/_mysql.py | 2 +- python/fate_flow/utils/api_utils.py | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index a6847e828..702494ab0 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -78,7 +78,7 @@ def send_table( tar.add(output_data_meta_file_list[index], os.path.relpath(output_data_meta_file_list[index], output_tmp_dir)) tar.close() - return send_file(output_data_tarfile, attachment_filename=tar_file_name, as_attachment=True) + return send_file(output_data_tarfile, download_name=tar_file_name, as_attachment=True) @staticmethod def delete_data(namespace, name): diff --git a/python/fate_flow/manager/model/handel/_file.py b/python/fate_flow/manager/model/handel/_file.py index 381bea8bb..763f2ccab 100644 --- a/python/fate_flow/manager/model/handel/_file.py +++ b/python/fate_flow/manager/model/handel/_file.py @@ -42,7 +42,7 @@ def _upload(self, model_file: FileStorage, storage_key): def _download(self, storage_key): _p = self._generate_model_storage_path(storage_key) - return send_file(_p, attachment_filename=os.path.basename(_p), as_attachment=True) + return send_file(_p, download_name=os.path.basename(_p), as_attachment=True) def _read(self, storage_key): _p = self._generate_model_storage_path(storage_key) diff --git a/python/fate_flow/manager/model/handel/_mysql.py b/python/fate_flow/manager/model/handel/_mysql.py index 8cea57ea3..3ff8f8db9 100644 --- a/python/fate_flow/manager/model/handel/_mysql.py +++ b/python/fate_flow/manager/model/handel/_mysql.py @@ -42,7 +42,7 @@ def _upload(self, model_file: FileStorage, storage_key): def _download(self, storage_key): memory = self.engine.read(storage_key) memory.seek(0) - return send_file(memory, attachment_filename=storage_key, as_attachment=True) + return send_file(memory, download_name=storage_key, as_attachment=True) def _read(self, storage_key): memory = self.engine.read(storage_key) diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index a750afeb4..8352a2b53 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -70,7 +70,7 @@ def json(code=ReturnCode.Base.SUCCESS, message='success', data=None, job_id=None @staticmethod def file(path_or_file, attachment_filename, as_attachment): - return send_file(path_or_file, attachment_filename=attachment_filename, as_attachment=as_attachment) + return send_file(path_or_file, download_name=attachment_filename, as_attachment=as_attachment) @staticmethod def server_error_response(e): From 7d76dae5e94b147ef571e3e229d16e3c35b67f56 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 8 Jun 2023 19:28:02 +0800 Subject: [PATCH 103/482] fateflow: resource permission Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/permission_casbin_model.conf | 11 ++ conf/service_conf.yaml | 3 +- python/fate_flow/apps/client/model_app.py | 14 +- .../fate_flow/apps/client/permission_app.py | 32 +++++ python/fate_flow/apps/partner/partner_app.py | 3 +- python/fate_flow/controller/app_controller.py | 7 +- python/fate_flow/controller/job_controller.py | 1 + .../controller/permission_controller.py | 124 ++++++++++++++++++ python/fate_flow/db/base_models.py | 11 +- python/fate_flow/db/casbin_models.py | 85 ++++++++++-- python/fate_flow/db/db_models.py | 14 ++ python/fate_flow/engine/computing/_base.py | 6 +- python/fate_flow/entity/code/_api.py | 2 + python/fate_flow/entity/types/__init__.py | 1 + python/fate_flow/entity/types/_permission.py | 72 ++++++++++ python/fate_flow/entity/types/_provider.py | 2 +- python/fate_flow/errors/job/__init__.py | 10 ++ python/fate_flow/hook/__init__.py | 9 +- python/fate_flow/hook/common/parameters.py | 14 +- python/fate_flow/hook/flow/permission.py | 15 +++ .../hook/flow/site_authentication.py | 9 +- python/fate_flow/hub/flow_hub.py | 10 ++ python/fate_flow/hub/parser/__init__.py | 13 ++ .../fate_flow/hub/parser/default/_parser.py | 34 ++++- python/fate_flow/hub/provider/__init__.py | 22 ++++ python/fate_flow/hub/provider/fate.py | 35 +++++ .../hub/scheduler/default/_scheduler.py | 2 +- .../manager/service/provider_manager.py | 43 +++++- .../fate_flow/runtime/component_provider.py | 11 -- python/fate_flow/runtime/system_settings.py | 6 +- .../scheduler/federated_scheduler.py | 8 +- python/fate_flow/settings.py | 2 +- python/fate_flow/utils/api_utils.py | 4 +- python/fate_flow/utils/permission_utils.py | 34 +++++ python/fate_flow/utils/wraps_utils.py | 25 +++- python/ofx/api/models/federated.py | 4 +- python/ofx/api/models/resource.py | 20 +-- python/ofx/api/models/scheduler.py | 3 +- 38 files changed, 637 insertions(+), 84 deletions(-) create mode 100644 conf/permission_casbin_model.conf create mode 100644 python/fate_flow/controller/permission_controller.py create mode 100644 python/fate_flow/entity/types/_permission.py create mode 100644 python/fate_flow/hub/provider/__init__.py create mode 100644 python/fate_flow/hub/provider/fate.py create mode 100644 python/fate_flow/utils/permission_utils.py diff --git a/conf/permission_casbin_model.conf b/conf/permission_casbin_model.conf new file mode 100644 index 000000000..60a4e14f9 --- /dev/null +++ b/conf/permission_casbin_model.conf @@ -0,0 +1,11 @@ +[request_definition] +r = party_id, type, value + +[policy_definition] +p = party_id, type, value + +[policy_effect] +e = some(where (p.eft == allow)) + +[matchers] +m = r.party_id == p.party_id && r.type == p.type && r.value == p.value \ No newline at end of file diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index b2b975511..44831082d 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -1,6 +1,6 @@ force_use_sqlite: true use_registry: false -party_id: "10000" +party_id: "9999" fateflow: host: 127.0.0.1 http_port: 9380 @@ -84,6 +84,7 @@ hook_module: authentication: client: false site: false + permission: false model_store: engine: file file: diff --git a/python/fate_flow/apps/client/model_app.py b/python/fate_flow/apps/client/model_app.py index 7b34428ec..f98a8638c 100644 --- a/python/fate_flow/apps/client/model_app.py +++ b/python/fate_flow/apps/client/model_app.py @@ -18,14 +18,6 @@ from fate_flow.utils.api_utils import API -@manager.route('/deploy', methods=['POST']) -@API.Input.json(model_id=fields.String(required=True)) -@API.Input.json(model_version=fields.Integer(required=True)) -def deploy(model_id, model_version): - # todo: - return API.Output.json() - - @manager.route('/load', methods=['POST']) def load(): # todo: @@ -50,6 +42,12 @@ def import_model(): return API.Output.json() +@manager.route('/delete', methods=['POST']) +def delete_model(): + # todo: + return API.Output.json() + + @manager.route('/store', methods=['POST']) def store(): # todo: diff --git a/python/fate_flow/apps/client/permission_app.py b/python/fate_flow/apps/client/permission_app.py index b90cda6e2..f1b3dda84 100644 --- a/python/fate_flow/apps/client/permission_app.py +++ b/python/fate_flow/apps/client/permission_app.py @@ -16,7 +16,9 @@ from webargs import fields from fate_flow.controller.app_controller import PermissionController +from fate_flow.controller.permission_controller import ResourcePermissionController from fate_flow.entity.code import ReturnCode +from fate_flow.entity.types import PermissionParameters from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import PERMISSION_MANAGER_PAGE from fate_flow.utils.api_utils import API @@ -52,3 +54,33 @@ def query(app_id): @manager.route('/role/query', methods=['GET']) def query_roles(): return API.Output.json(data=RuntimeConfig.CLIENT_ROLE) + + +@manager.route('/resource/grant', methods=['post']) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(component=fields.String(required=False)) +@API.Input.json(dataset=fields.Dict(required=False)) +def grant_resource_permission(party_id, component=None, dataset=None): + parameters = PermissionParameters(party_id=party_id, component=component, dataset=dataset) + ResourcePermissionController(party_id).grant_or_delete(parameters) + return API.Output.json() + + +@manager.route('/resource/delete', methods=['post']) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(component=fields.String(required=False)) +@API.Input.json(dataset=fields.Dict(required=False)) +def delete_resource_permission(party_id, component=None, dataset=None): + parameters = PermissionParameters(party_id=party_id, component=component, dataset=dataset, is_delete=True) + ResourcePermissionController(parameters.party_id).grant_or_delete(parameters) + return API.Output.json() + + +@manager.route('/resource/query', methods=['get']) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(component=fields.String(required=False)) +@API.Input.json(dataset=fields.Dict(required=False)) +def query_resource_privilege(party_id, component=None, dataset=None): + parameters = PermissionParameters(party_id=party_id, component=component, dataset=dataset) + data = ResourcePermissionController(parameters.party_id).query() + return API.Output.json(data=data) diff --git a/python/fate_flow/apps/partner/partner_app.py b/python/fate_flow/apps/partner/partner_app.py index 89ba101f3..f36eb2be5 100644 --- a/python/fate_flow/apps/partner/partner_app.py +++ b/python/fate_flow/apps/partner/partner_app.py @@ -24,7 +24,7 @@ from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver from fate_flow.utils.api_utils import API, stat_logger -from fate_flow.utils.wraps_utils import task_request_proxy +from fate_flow.utils.wraps_utils import task_request_proxy, create_job_request_check page_name = 'partner' @@ -34,6 +34,7 @@ @API.Input.json(job_id=fields.String(required=True)) @API.Input.json(role=fields.String(required=True)) @API.Input.json(party_id=fields.String(required=True)) +@create_job_request_check def partner_create_job(dag_schema, job_id, role, party_id): try: JobController.create_job(dag_schema, job_id, role, party_id) diff --git a/python/fate_flow/controller/app_controller.py b/python/fate_flow/controller/app_controller.py index 7f1691f46..0c6a1badb 100644 --- a/python/fate_flow/controller/app_controller.py +++ b/python/fate_flow/controller/app_controller.py @@ -27,13 +27,13 @@ class Authentication(object): @classmethod - def md5_sign(cls, app_id, app_token, user_name, timestamp, nonce): - key = hashlib.md5(str(app_id + user_name + nonce + timestamp).encode("utf8")).hexdigest().lower() + def md5_sign(cls, app_id, app_token, user_name, initiator_party_id, timestamp, nonce): + key = hashlib.md5(str(app_id + user_name + initiator_party_id + nonce + timestamp).encode("utf8")).hexdigest().lower() sign = hashlib.md5(str(key + app_token).encode("utf8")).hexdigest().lower() return sign @classmethod - def md5_verify(cls, app_id, timestamp, nonce, signature, user_name=""): + def md5_verify(cls, app_id, timestamp, nonce, signature, user_name="", initiator_party_id=""): if cls.check_if_expired(timestamp): raise RequestExpired() apps = AppManager.query_app(app_id=app_id) @@ -42,6 +42,7 @@ def md5_verify(cls, app_id, timestamp, nonce, signature, user_name=""): app_id=app_id, app_token=apps[0].f_app_token, user_name=user_name, + initiator_party_id=initiator_party_id, timestamp=timestamp, nonce=nonce ) diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index cea306bd5..07484ae38 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -47,6 +47,7 @@ def request_create_job(cls, dag_schema: dict, user_name: str): JobInheritance.check(dag_schema.dag.conf.inheritance) response = FederatedScheduler.request_create_job( party_id=dag_schema.dag.conf.scheduler_party_id, + initiator_party_id=dag_schema.dag.conf.initiator_party_id, command_body={ "dag_schema": dag_schema.dict() }) diff --git a/python/fate_flow/controller/permission_controller.py b/python/fate_flow/controller/permission_controller.py new file mode 100644 index 000000000..d0602ca27 --- /dev/null +++ b/python/fate_flow/controller/permission_controller.py @@ -0,0 +1,124 @@ +from fate_flow.db.casbin_models import PERMISSION_CASBIN as PC +from fate_flow.errors.job import NoPermission, PermissionOperateError +from fate_flow.manager.service.provider_manager import ProviderManager +from fate_flow.utils.log_utils import getLogger +from fate_flow.entity.types import PermissionParameters, DataSet, PermissionType +from fate_flow.hook.common.parameters import PermissionReturn + + +logger = getLogger("permission") + + +class ResourcePermissionController: + def __init__(self, party_id): + self.party_id = party_id + self.casbin_controller = PC + if not self.casbin_controller: + raise PermissionOperateError(message="No permission controller is found") + + def check(self, permission_type, value): + logger.info(f"check source party id {self.party_id} {permission_type} {value}") + result = self.casbin_controller.enforce(self.party_id, permission_type, value) + logger.info(f"result: {result}") + return result + + def grant_or_delete(self, permission_parameters: PermissionParameters): + logger.info(f"{'grant' if not permission_parameters.is_delete else 'delete'} parameters:" + f" {permission_parameters.to_dict()}") + self.check_parameters(permission_parameters) + for permission_type in PermissionType.values(): + permission_value = getattr(permission_parameters, permission_type) + if permission_value: + if permission_value != "*": + if permission_type in [PermissionType.COMPONENT.value]: + value_list = [value.strip() for value in permission_value.split(self.value_delimiter)] + elif permission_type in [PermissionType.DATASET.value]: + if isinstance(permission_value, list): + value_list = [DataSet(**value).casbin_value for value in permission_value] + else: + value_list = [DataSet(**permission_value).casbin_value] + else: + raise PermissionOperateError(type=permission_type, message="Not Supported") + for value in value_list: + if not permission_parameters.is_delete: + self.casbin_controller.grant(self.party_id, permission_type, value) + else: + self.casbin_controller.delete(self.party_id, permission_type, value) + else: + if not permission_parameters.is_delete: + for value in self.all_value(permission_type): + self.casbin_controller.grant(self.party_id, permission_type, value) + else: + self.casbin_controller.delete_all(self.party_id, permission_type) + + def query(self): + result = {PermissionType.DATASET.value: [], PermissionType.COMPONENT.value: []} + for casbin_result in self.casbin_controller.query(self.party_id): + if casbin_result[1] == PermissionType.DATASET.value: + casbin_result[2] = DataSet.load_casbin_value(casbin_result[2]) + result[casbin_result[1]].append(casbin_result[2]) + return result + + def check_parameters(self, permission_parameters): + for permission_type in PermissionType.values(): + permission_value = getattr(permission_parameters, permission_type) + if permission_value: + if permission_type in [PermissionType.COMPONENT.value]: + if permission_value != "*": + value_list = [value.strip() for value in permission_value.split(self.value_delimiter)] + self.check_values(permission_type, value_list) + if permission_type in [PermissionType.DATASET.value]: + if isinstance(permission_value, list): + for dataset in permission_value: + DataSet(**dataset).check() + elif isinstance(permission_value, dict): + DataSet(**permission_value).check() + elif permission_value == "*": + pass + else: + raise PermissionOperateError(type=permission_type, value=permission_value) + + def check_values(self, permission_type, values): + error_value = [] + value_list = self.all_value(permission_type) + for value in values: + if value not in value_list: + error_value.append(value) + if error_value: + raise PermissionOperateError(type=permission_type, value=error_value) + + def all_value(self, permission_type): + if permission_type == PermissionType.COMPONENT.value: + value_list = self.all_component + else: + raise PermissionOperateError(type=permission_type, message="Not Support Grant all") + return value_list + + @property + def all_component(self): + return ProviderManager.get_all_components() + + @property + def value_delimiter(self): + return "," + + +class PermissionCheck(object): + def __init__(self, party_id, component_list, dataset_list, **kwargs): + self.component_list = component_list + self.dataset_list = dataset_list + self.controller = ResourcePermissionController(party_id) + + def check_component(self) -> PermissionReturn: + for component_name in self.component_list: + if not self.controller.check(PermissionType.COMPONENT.value, component_name): + e = NoPermission(type=PermissionType.COMPONENT.value, component_name=component_name) + return PermissionReturn(code=e.code, message=e.message) + return PermissionReturn() + + def check_dataset(self) -> PermissionReturn: + for dataset in self.dataset_list: + if not self.controller.check(PermissionType.DATASET.value, dataset.casbin_value): + e = NoPermission(type=PermissionType.DATASET.value, dataset=dataset.value) + return PermissionReturn(e.code, e.message) + return PermissionReturn() diff --git a/python/fate_flow/db/base_models.py b/python/fate_flow/db/base_models.py index 4a2cff786..77a320e7a 100644 --- a/python/fate_flow/db/base_models.py +++ b/python/fate_flow/db/base_models.py @@ -294,7 +294,7 @@ def getter_by(cls, attr): return operator.attrgetter(attr)(cls) @classmethod - def query(cls, reverse=None, order_by=None, **kwargs): + def query(cls, reverse=None, order_by=None, force=False, **kwargs): filters = [] for f_n, f_v in kwargs.items(): attr_name = "f_%s" % f_n @@ -343,6 +343,11 @@ def query(cls, reverse=None, order_by=None, **kwargs): else: raise ValueError(f"order_by type {type(order_by)} not support") return [query_record for query_record in query_records] + + elif force: + # force query all + query_records = cls.select() + return [query_record for query_record in query_records] else: return [] @@ -443,8 +448,8 @@ def _create_entity(cls, entity_model, entity_info: dict) -> object: @classmethod @DB.connection_context() - def _query(cls, entity_model, **kwargs): - return entity_model.query(**kwargs) + def _query(cls, entity_model, force=False, **kwargs): + return entity_model.query(force=force, **kwargs) @classmethod @DB.connection_context() diff --git a/python/fate_flow/db/casbin_models.py b/python/fate_flow/db/casbin_models.py index e5b9d6583..ca8b23212 100644 --- a/python/fate_flow/db/casbin_models.py +++ b/python/fate_flow/db/casbin_models.py @@ -19,23 +19,27 @@ import peewee as pw from fate_flow.db.base_models import singleton, DB -from fate_flow.runtime.system_settings import CASBIN_MODEL_CONF, CASBIN_TABLE_NAME +from fate_flow.runtime.system_settings import CASBIN_MODEL_CONF, CASBIN_TABLE_NAME, PERMISSION_TABLE_NAME, \ + PERMISSION_CASBIN_MODEL_CONF class FlowCasbinAdapter(casbin.persist.Adapter): - def __init__(self): + def __init__(self, rule=None): + if not rule: + rule = FlowCasbinRule + self.rule = rule self.database = DB proxy = pw.Proxy() - FlowCasbinRule._meta.database = proxy + self.rule._meta.database = proxy proxy.initialize(DB) def load_policy(self, model): - for line in FlowCasbinRule.select(): + for line in self.rule.select(): casbin.persist.load_policy_line(str(line), model) def _save_policy_line(self, ptype, rule): data = dict(zip(['v0', 'v1', 'v2', 'v3', 'v4', 'v5'], rule)) - item = FlowCasbinRule(ptype=ptype) + item = self.rule(ptype=ptype) item.__data__.update(data) item.save() @@ -56,12 +60,12 @@ def add_policy(self, sec, ptype, rule): def remove_policy(self, sec, ptype, rule): """removes a policy rule from the storage.""" if sec in ["p", "g"]: - condition = [FlowCasbinRule.ptype==ptype] + condition = [self.rule.ptype==ptype] data = dict(zip(['v0', 'v1', 'v2', 'v3', 'v4', 'v5'], rule)) - condition.extend([getattr(FlowCasbinRule, k) == data[k] for k in data]) - check = FlowCasbinRule.select().filter(*condition) + condition.extend([getattr(self.rule, k) == data[k] for k in data]) + check = self.rule.select().filter(*condition) if check.exists(): - FlowCasbinRule.delete().where(*condition).execute() + self.rule.delete().where(*condition).execute() return True else: return False @@ -86,6 +90,26 @@ class Meta: v4 = pw.CharField(max_length=255, null=True) v5 = pw.CharField(max_length=255, null=True) + def __str__(self): + return reduce(lambda x, y: str(x) + ', ' + str(y) if y else x, + [self.ptype, self.v0, self.v1, self.v2, self.v3, self.v4, self.v5]) + + def __repr__(self): + if not self.id: + return "<{cls}: {desc}>".format(cls=self.__class__.__name__, desc=self) + return "<{cls} {pk}: {desc}>".format(cls=self.__class__.__name__, pk=self.id, desc=self) + + +class PermissionCasbinRule(pw.Model): + class Meta: + table_name = PERMISSION_TABLE_NAME + ptype = pw.CharField(max_length=255, null=True) + v0 = pw.CharField(max_length=255, null=True) + v1 = pw.CharField(max_length=255, null=True) + v2 = pw.CharField(max_length=255, null=True) + v3 = pw.CharField(max_length=255, null=True) + v4 = pw.CharField(max_length=255, null=True) + v5 = pw.CharField(max_length=255, null=True) def __str__(self): return reduce(lambda x, y: str(x) + ', ' + str(y) if y else x, @@ -173,4 +197,47 @@ def enforcer(self, *rvals): return self.re.enforce(*rvals) +@singleton +class PermissionCasbin(object): + def __init__(self): + self.adapter = None + self.init_adapter() + self._e = FlowEnforcer(PERMISSION_CASBIN_MODEL_CONF, self.adapter) + + def init_adapter(self): + self.adapter = FlowCasbinAdapter(rule=PermissionCasbinRule) + self.init_table() + + @staticmethod + def init_table(): + PermissionCasbinRule.create_table() + + @property + def re(self) -> casbin.Enforcer: + return self._e.reload_policy + + @property + def e(self) -> casbin.Enforcer: + return self._e + + def query(self, party_id): + return self.re.get_permissions_for_user(party_id) + + def delete(self, party_id, type, value): + return self.re.delete_permission_for_user(party_id, type, value) + + def delete_all(self, party_id, type): + return self.re.remove_filtered_policy(0, party_id, type) + + def grant(self, party_id, type, value): + return self.re.add_permission_for_user(party_id, type, value) + + def enforce(self, party_id, type, value): + try: + return self.re.enforce(party_id, type, str(value)) + except Exception as e: + raise Exception(f"{party_id}, {type}, {value} {e}") + + FATE_CASBIN = FateCasbin() +PERMISSION_CASBIN = PermissionCasbin() diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index 986f7ce50..eb5c438ef 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -205,6 +205,20 @@ class Meta: db_table = "t_provider_info" +class ComponentInfo(DataBaseModel): + f_provider_name = CharField(max_length=100) + f_name = CharField(max_length=20, index=True) + f_version = CharField(max_length=20) + f_device = CharField(max_length=20) + f_component_name = CharField(max_length=20) + f_component_entrypoint = JSONField(null=True) + f_component_params = JSONField(null=True) + + class Meta: + db_table = "t_component_info" + primary_key = CompositeKey("f_provider_name", "f_component_name") + + class PipelineModelMeta(DataBaseModel): f_model_id = CharField(max_length=100) f_model_version = IntegerField() diff --git a/python/fate_flow/engine/computing/_base.py b/python/fate_flow/engine/computing/_base.py index a4bd77ebb..ce18f89f6 100644 --- a/python/fate_flow/engine/computing/_base.py +++ b/python/fate_flow/engine/computing/_base.py @@ -20,7 +20,7 @@ import typing from fate_flow.db.db_models import Task -from fate_flow.entity.types import LocalProviderName +from fate_flow.entity.types import ProviderName class EngineABC(metaclass=abc.ABCMeta): @@ -41,7 +41,7 @@ class LocalEngine(object): @staticmethod def generate_cmd(local_provider_name): - if local_provider_name == LocalProviderName.FATE: + if local_provider_name == ProviderName.FATE: from fate_flow.worker.fate_executor import FateSubmit module_file_path = sys.modules[FateSubmit.__module__].__file__ common_cmd = [ @@ -52,7 +52,7 @@ def generate_cmd(local_provider_name): "FATE_TASK_CONFIG", ] - elif local_provider_name == LocalProviderName.FATE_FLOW: + elif local_provider_name == ProviderName.FATE_FLOW: from fate_flow.worker.fate_flow_executor import FateFlowSubmit module_file_path = sys.modules[FateFlowSubmit.__module__].__file__ common_cmd = [ diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index 7a11865e8..e155b3af7 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -47,6 +47,8 @@ class API: NO_FOUND_APPID = 5002 VERIFY_FAILED = 5003 AUTHENTICATION_FAILED = 5004 + NO_PERMISSION = 5005 + PermissionOperateError = 5006 class Server: EXCEPTION = 6000 diff --git a/python/fate_flow/entity/types/__init__.py b/python/fate_flow/entity/types/__init__.py index 0032e9000..1c0c4630a 100644 --- a/python/fate_flow/entity/types/__init__.py +++ b/python/fate_flow/entity/types/__init__.py @@ -23,3 +23,4 @@ from ._command import * from ._api import * from ._instance import * +from ._permission import * diff --git a/python/fate_flow/entity/types/_permission.py b/python/fate_flow/entity/types/_permission.py new file mode 100644 index 000000000..f88a8e346 --- /dev/null +++ b/python/fate_flow/entity/types/_permission.py @@ -0,0 +1,72 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import json + +from fate_flow.entity import CustomEnum + + +class PermissionParameters(object): + def __init__(self, **kwargs): + self.party_id = None + self.component = None + self.dataset = {} + self.is_delete = False + for k, v in kwargs.items(): + if hasattr(self, k): + setattr(self, k, v) + + def to_dict(self): + d = {} + for k, v in self.__dict__.items(): + if v is None: + continue + d[k] = v + return d + + +class DataSet(object): + def __init__(self, namespace, name, **kwargs): + self.namespace = namespace + self.name = name + + def to_dict(self): + d = {} + for k, v in self.__dict__.items(): + if v is None: + continue + d[k] = str(v) + return d + + @property + def value(self): + return json.dumps(self.to_dict(), sort_keys=True) + + @property + def casbin_value(self): + return json.dumps(self.to_dict(), sort_keys=True, separators=(';', '-')) + + @staticmethod + def load_casbin_value(value): + return json.loads(value.replace(";", ",").replace("-", ":")) + + def check(self): + if not self.name or not self.namespace: + raise ValueError(f"name {self.name} or namespace {self.namespace} is null") + + +class PermissionType(CustomEnum): + COMPONENT = "component" + DATASET = "dataset" diff --git a/python/fate_flow/entity/types/_provider.py b/python/fate_flow/entity/types/_provider.py index dda6cca16..960158614 100644 --- a/python/fate_flow/entity/types/_provider.py +++ b/python/fate_flow/entity/types/_provider.py @@ -18,6 +18,6 @@ class ProviderDevice(object): K8S = "k8s" -class LocalProviderName(object): +class ProviderName(object): FATE = "fate" FATE_FLOW = "fate_flow" diff --git a/python/fate_flow/errors/job/__init__.py b/python/fate_flow/errors/job/__init__.py index 15c4413ed..b289c6e64 100644 --- a/python/fate_flow/errors/job/__init__.py +++ b/python/fate_flow/errors/job/__init__.py @@ -125,3 +125,13 @@ class NoFoundINSTANCE(FateFlowError): class NoFoundTable(FateFlowError): code = ReturnCode.Table.NO_FOUND message = "No found table" + + +class NoPermission(FateFlowError): + code = ReturnCode.API.NO_PERMISSION + message = "No Permission" + + +class PermissionOperateError(FateFlowError): + code = ReturnCode.API.PermissionOperateError + message = "Permission Operate Error" diff --git a/python/fate_flow/hook/__init__.py b/python/fate_flow/hook/__init__.py index 293f3674c..99abe9aef 100644 --- a/python/fate_flow/hook/__init__.py +++ b/python/fate_flow/hook/__init__.py @@ -2,7 +2,7 @@ from fate_flow.hook.common.parameters import SignatureParameters, AuthenticationParameters, PermissionCheckParameters, \ SignatureReturn, AuthenticationReturn, PermissionReturn -from fate_flow.runtime.system_settings import HOOK_MODULE, CLIENT_AUTHENTICATION, SITE_AUTHENTICATION +from fate_flow.runtime.system_settings import HOOK_MODULE, CLIENT_AUTHENTICATION, SITE_AUTHENTICATION, PERMISSION_SWITCH from fate_flow.entity.code import ReturnCode from fate_flow.utils.log import getLogger @@ -17,7 +17,7 @@ class HookManager: @staticmethod def init(): - if HOOK_MODULE is not None and (CLIENT_AUTHENTICATION or SITE_AUTHENTICATION): + if HOOK_MODULE is not None and (CLIENT_AUTHENTICATION or SITE_AUTHENTICATION or PERMISSION_SWITCH): for modules in HOOK_MODULE.values(): for module in modules.split(";"): try: @@ -63,8 +63,5 @@ def site_authentication(parm: AuthenticationParameters) -> AuthenticationReturn: @staticmethod def permission_check(parm: PermissionCheckParameters) -> PermissionReturn: if HookManager.PERMISSION_CHECK: - for permission_check_func in HookManager.PERMISSION_CHECK: - result = permission_check_func(parm) - if result.code != ReturnCode.Base.SUCCESS: - return result + return HookManager.PERMISSION_CHECK[0](parm) return PermissionReturn() diff --git a/python/fate_flow/hook/common/parameters.py b/python/fate_flow/hook/common/parameters.py index aeb562ff2..db619f5bd 100644 --- a/python/fate_flow/hook/common/parameters.py +++ b/python/fate_flow/hook/common/parameters.py @@ -27,8 +27,9 @@ def __init__(self, code=ReturnCode.Base.SUCCESS, message="success"): class SignatureParameters(ParametersBase): - def __init__(self, party_id, body): + def __init__(self, party_id, body, initiator_party_id=""): self.party_id = party_id + self.initiator_party_id = initiator_party_id self.body = body @@ -40,17 +41,12 @@ def __init__(self, code=ReturnCode.Base.SUCCESS, signature=None, message=""): class PermissionCheckParameters(ParametersBase): - def __init__(self, src_role, src_party_id, role, party_id, initiator, roles, component_list, dataset_list, runtime_conf, dsl, component_parameters): - self.src_role = src_role - self.src_party_id = src_party_id - self.role = role - self.party_id = party_id - self.initiator = initiator + def __init__(self, initiator_party_id, roles, component_list, dataset_list, dag_schema, component_parameters): + self.party_id = initiator_party_id self.roles = roles self.component_list = component_list self.dataset_list = dataset_list - self.run_time_conf = runtime_conf - self.dsl = dsl + self.dag_schema = dag_schema self.component_parameters = component_parameters diff --git a/python/fate_flow/hook/flow/permission.py b/python/fate_flow/hook/flow/permission.py index 39308d1d6..1db64fcdf 100644 --- a/python/fate_flow/hook/flow/permission.py +++ b/python/fate_flow/hook/flow/permission.py @@ -1,7 +1,22 @@ +from fate_flow.controller.permission_controller import PermissionCheck +from fate_flow.entity.code import ReturnCode from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import PermissionCheckParameters, PermissionReturn +from fate_flow.runtime.system_settings import LOCAL_PARTY_ID, PARTY_ID @HookManager.register_permission_check_hook def permission(parm: PermissionCheckParameters) -> PermissionReturn: + if parm.party_id == LOCAL_PARTY_ID or parm.party_id == PARTY_ID: + return PermissionReturn() + + checker = PermissionCheck(**parm.to_dict()) + component_result = checker.check_component() + + if component_result.code != ReturnCode.Base.SUCCESS: + return component_result + + dataset_result = checker.check_dataset() + if dataset_result.code != ReturnCode.Base.SUCCESS: + return dataset_result return PermissionReturn() diff --git a/python/fate_flow/hook/flow/site_authentication.py b/python/fate_flow/hook/flow/site_authentication.py index f5c3e2f19..1eec46764 100644 --- a/python/fate_flow/hook/flow/site_authentication.py +++ b/python/fate_flow/hook/flow/site_authentication.py @@ -24,14 +24,16 @@ def signature(parm: SignatureParameters) -> SignatureReturn: app = apps[0] nonce = Authentication.generate_nonce() timestamp = Authentication.generate_timestamp() - key = hashlib.md5(str(app.f_app_id + nonce + timestamp).encode("utf8")).hexdigest().lower() + initiator_party_id = parm.initiator_party_id if parm.initiator_party_id else "" + key = hashlib.md5(str(app.f_app_id + initiator_party_id + nonce + timestamp).encode("utf8")).hexdigest().lower() sign = hashlib.md5(str(key + app.f_app_token).encode("utf8")).hexdigest().lower() return SignatureReturn(signature={ "signature": sign, "app_id": app.f_app_id, "nonce": nonce, - "timestamp": timestamp + "timestamp": timestamp, + "initiator_party_id": initiator_party_id }) @@ -41,8 +43,9 @@ def authentication(parm: AuthenticationParameters) -> AuthenticationReturn: timestamp = parm.headers.get("timestamp") nonce = parm.headers.get("nonce") sign = parm.headers.get("signature") + initiator_party_id = parm.headers.get("initiator_party_id") check_parameters(app_id, timestamp, nonce, sign) - if Authentication.md5_verify(app_id, timestamp, nonce, sign): + if Authentication.md5_verify(app_id, timestamp, nonce, sign, initiator_party_id): if PermissionController.enforcer(app_id, parm.path, parm.method): return AuthenticationReturn(code=ReturnCode.Base.SUCCESS, message="success") else: diff --git a/python/fate_flow/hub/flow_hub.py b/python/fate_flow/hub/flow_hub.py index e8082612f..9e51cf795 100644 --- a/python/fate_flow/hub/flow_hub.py +++ b/python/fate_flow/hub/flow_hub.py @@ -13,6 +13,8 @@ # See the License for the specific language governing permissions and # limitations under the License. from fate_flow.entity.spec import DAGSchema +from fate_flow.entity.types import ProviderName, ProviderDevice +from fate_flow.runtime.component_provider import ComponentProvider class FlowHub: @@ -26,3 +28,11 @@ def load_job_parser(dag): def load_job_scheduler(): from fate_flow.hub.scheduler.default import DAGScheduler return DAGScheduler() + + @staticmethod + def load_provider_entrypoint(provider: ComponentProvider): + entrypoint = None + if provider.name == ProviderName.FATE and provider.device == ProviderDevice.LOCAL: + from fate_flow.hub.provider.fate import LocalFateEntrypoint + entrypoint = LocalFateEntrypoint(provider) + return entrypoint diff --git a/python/fate_flow/hub/parser/__init__.py b/python/fate_flow/hub/parser/__init__.py index 100892b68..efdf155a7 100644 --- a/python/fate_flow/hub/parser/__init__.py +++ b/python/fate_flow/hub/parser/__init__.py @@ -55,3 +55,16 @@ def get_task_node(self, task_name): @property def task_parser(self): return TaskParserABC + + @property + @abc.abstractmethod + def component_ref_list(self): + ... + + @abc.abstractmethod + def dataset_list(self, role, party_id): + ... + + @abc.abstractmethod + def role_parameters(self, role, party_id): + ... diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index db841e51e..cf6ac46ad 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -18,7 +18,7 @@ import copy from pydantic import BaseModel -from typing import Dict, Union +from typing import Dict, Union, List from ._federation import StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, PulsarFederationSpec, \ RabbitMQFederationSpec @@ -32,7 +32,7 @@ from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.runtime.system_settings import ENGINES, LOCAL_DATA_STORE_PATH, BASE_URI, PROXY, FATE_FLOW_CONF_PATH from fate_flow.utils import job_utils, file_utils -from fate_flow.entity.types import StorageEngine, EngineType, FederationEngine +from fate_flow.entity.types import StorageEngine, EngineType, FederationEngine, DataSet from fate_flow.entity.spec import SchedulerInfoSpec from fate_flow.utils.log_utils import schedule_logger from .. import TaskParserABC, JobParserABC @@ -552,6 +552,36 @@ def infer_dependent_tasks(cls, task_input: RuntimeInputDefinition): def task_parser(self): return TaskParser + @property + def component_ref_list(self): + _list = [] + for name in self.topological_sort(): + node = self.get_task_node(name) + if node: + _list.append(node.component_ref) + return _list + + def dataset_list(self, role, party_id) -> List[DataSet]: + _list = [] + for task_name in self.topological_sort(): + task_node = self.get_task_node(task_name) + if task_node.component_ref == "reader": + name = task_node.runtime_parameters.get(role, {}).get(party_id, {}).get("name", "") + namespace = task_node.runtime_parameters.get(role, {}).get(party_id, {}).get("name", "namespace") + if name and namespace: + _list.append(DataSet(**{ + "name": name, + "namespace": namespace + })) + return _list + + def role_parameters(self, role, party_id): + _dict = {} + for task_name in self.topological_sort(): + task_node = self.get_task_node(task_name) + _dict[task_node.component_ref] = task_node.runtime_parameters.get(role, {}).get(party_id, {}) + return _dict + class Party(BaseModel): role: str diff --git a/python/fate_flow/hub/provider/__init__.py b/python/fate_flow/hub/provider/__init__.py new file mode 100644 index 000000000..1b32724e6 --- /dev/null +++ b/python/fate_flow/hub/provider/__init__.py @@ -0,0 +1,22 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import abc +from typing import Dict + + +class EntrypointABC: + @abc.abstractmethod + def component_list(self) -> Dict: + ... diff --git a/python/fate_flow/hub/provider/fate.py b/python/fate_flow/hub/provider/fate.py new file mode 100644 index 000000000..9282d85a1 --- /dev/null +++ b/python/fate_flow/hub/provider/fate.py @@ -0,0 +1,35 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import sys + +from fate_flow.hub.provider import EntrypointABC + + +class LocalFateEntrypoint(EntrypointABC): + def __init__(self, provider): + self.provider = provider + + @property + def component_list(self): + from fate.components.loader.component import list_components + # {'buildin': [], 'thirdparty': []} + components = list_components() + _list = components.get('buildin', []) + _list.extend(components.get("thirdparty", [])) + return _list + + def __enter__(self): + if self.provider.python_path not in sys.path: + sys.path.append(self.provider.python_path) diff --git a/python/fate_flow/hub/scheduler/default/_scheduler.py b/python/fate_flow/hub/scheduler/default/_scheduler.py index 78090516f..036084b17 100644 --- a/python/fate_flow/hub/scheduler/default/_scheduler.py +++ b/python/fate_flow/hub/scheduler/default/_scheduler.py @@ -61,7 +61,7 @@ def submit(cls, dag_schema): job.f_status = StatusSet.READY ScheduleJobSaver.create_job(job.to_human_model_dict()) status_code, response = FederatedScheduler.create_job( - job_id, job.f_parties, {"dag_schema": dag_schema.dict(), "job_id": job_id} + job_id, job.f_parties, job.f_initiator_party_id, {"dag_schema": dag_schema.dict(), "job_id": job_id} ) if status_code != FederatedSchedulingStatusCode.SUCCESS: job.f_status = JobStatus.FAILED diff --git a/python/fate_flow/manager/service/provider_manager.py b/python/fate_flow/manager/service/provider_manager.py index 2f68b1eae..4b72b0511 100644 --- a/python/fate_flow/manager/service/provider_manager.py +++ b/python/fate_flow/manager/service/provider_manager.py @@ -17,11 +17,14 @@ import sys from typing import Union -from fate_flow.db import ProviderInfo +from fate_flow.db import ProviderInfo, ComponentInfo from fate_flow.db.base_models import DB, BaseModelOperate from fate_flow.entity.spec import ProviderSpec, LocalProviderSpec, DockerProviderSpec, K8sProviderSpec +from fate_flow.entity.types import ProviderDevice +from fate_flow.hub.flow_hub import FlowHub +from fate_flow.hub.provider import EntrypointABC from fate_flow.runtime.system_settings import DEFAULT_FATE_PROVIDER_PATH, DEFAULT_PROVIDER, FATE_FLOW_PROVIDER_PATH -from fate_flow.runtime.component_provider import ComponentProvider, ProviderDevice +from fate_flow.runtime.component_provider import ComponentProvider from fate_flow.utils.version import get_versions from fate_flow.utils.wraps_utils import filter_parameters @@ -63,8 +66,28 @@ def register_provider(cls, provider: ComponentProvider): f_provider_name=cls.generate_provider_name(provider.name, provider.version, provider.device)) # todo: load entrypoint、components、params... + # load components + cls.register_component(provider) return operator_type + @classmethod + def register_component(cls, provider: ComponentProvider): + entrypoint = cls.load_entrypoint(provider) + component_list = [] + if entrypoint: + component_list = entrypoint.component_list + + for component_name in component_list: + component = ComponentInfo() + component.f_provider_name = cls.generate_provider_name( + name=provider.name, version=provider.version, device=provider.device + ) + component.f_name = provider.name + component.f_device = provider.device + component.f_version = provider.version + component.f_component_name = component_name + cls.safe_save(ComponentInfo, defaults=component.to_dict(), **component.to_dict()) + @classmethod @filter_parameters() def query_provider(cls, **kwargs): @@ -74,6 +97,13 @@ def query_provider(cls, **kwargs): @filter_parameters() def delete_provider(cls, **kwargs): result = cls._delete(ProviderInfo, **kwargs) + cls.delete_provider_component_info(**kwargs) + return result + + @classmethod + @filter_parameters() + def delete_provider_component_info(cls, **kwargs): + result = cls._delete(ComponentInfo, **kwargs) return result @classmethod @@ -83,6 +113,11 @@ def register_default_providers(cls): # register fate cls.register_provider(cls.get_default_fate_provider()) + @classmethod + def get_all_components(cls): + component_list = cls._query(ComponentInfo, force=True) + return list(set([component.f_component_name for component in component_list])) + @classmethod def get_fate_flow_provider(cls): return cls.get_provider( @@ -135,3 +170,7 @@ def check_provider_name(cls, provider_name): if not provider_info: raise ValueError(f"Not found provider[{cls.generate_provider_name(name, version, device)}]") return cls.generate_provider_name(name, version, device) + + @staticmethod + def load_entrypoint(provider) -> Union[None, EntrypointABC]: + return FlowHub.load_provider_entrypoint(provider) diff --git a/python/fate_flow/runtime/component_provider.py b/python/fate_flow/runtime/component_provider.py index d30474a5e..f6ee234b0 100644 --- a/python/fate_flow/runtime/component_provider.py +++ b/python/fate_flow/runtime/component_provider.py @@ -19,17 +19,6 @@ from fate_flow.entity.spec import ProviderSpec, LocalProviderSpec, DockerProviderSpec, K8sProviderSpec -class ProviderDevice(object): - LOCAL = "local" - DOCKER = "docker" - K8S = "k8s" - - -class LocalProviderName(object): - FATE = "fate" - FATE_FLOW = "fate_flow" - - class ComponentProvider(BaseEntity): def __init__(self, provider_info: ProviderSpec): self._name = provider_info.name diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index b9dddc921..5d2591b9c 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -29,6 +29,7 @@ FATE_FLOW_SERVICE_NAME = "fateflow" SERVER_MODULE = "fate_flow_server.py" CASBIN_TABLE_NAME = "fate_casbin" +PERMISSION_TABLE_NAME = "permission_casbin" PERMISSION_MANAGER_PAGE = "permission" APP_MANAGER_PAGE = "app" @@ -60,6 +61,7 @@ WORKER = get_base_config("worker", {}) DEFAULT_PROVIDER = get_base_config("default_provider", {}) CASBIN_MODEL_CONF = os.path.join(FATE_FLOW_CONF_PATH, "casbin_model.conf") +PERMISSION_CASBIN_MODEL_CONF = os.path.join(FATE_FLOW_CONF_PATH, "permission_casbin_model.conf") SERVICE_CONF_NAME = "service_conf.yaml" DATABASE = decrypt_database_config() @@ -88,6 +90,8 @@ CLIENT_AUTHENTICATION = AUTHENTICATION_CONF.get("client", False) # site SITE_AUTHENTICATION = AUTHENTICATION_CONF.get("site", False) +# permission +PERMISSION_SWITCH = AUTHENTICATION_CONF.get("permission", False) PARTY_ID = get_base_config("party_id", "") LOCAL_PARTY_ID = "0" @@ -103,7 +107,7 @@ JOB_DIR = JOB_DIR or get_fate_flow_directory("jobs") MODEL_STORE_PATH = MODEL_DIR or os.path.join(get_fate_flow_directory(), "model") LOCAL_DATA_STORE_PATH = DATA_DIR or os.path.join(get_fate_flow_directory(), "data") -LOG_LEVEL = LOG_LEVEL or "DEBUG" +LOG_LEVEL = LOG_LEVEL or 10 LOG_SHARE = False FATE_FLOW_LOG_DIR = os.path.join(LOG_DIR, "fate_flow") WORKERS_DIR = os.path.join(LOG_DIR, "workers") diff --git a/python/fate_flow/scheduler/federated_scheduler.py b/python/fate_flow/scheduler/federated_scheduler.py index b2835620f..e747de68d 100644 --- a/python/fate_flow/scheduler/federated_scheduler.py +++ b/python/fate_flow/scheduler/federated_scheduler.py @@ -92,8 +92,8 @@ class FederatedScheduler: # Job @classmethod @federated - def create_job(cls, job_id, roles, job_info): - return RuntimeConfig.SCHEDULE_CLIENT.federated.create_job(job_id, roles, command_body=job_info) + def create_job(cls, job_id, roles, initiator_party_id, job_info): + return RuntimeConfig.SCHEDULE_CLIENT.federated.create_job(job_id, roles, initiator_party_id=initiator_party_id, command_body=job_info) @classmethod @federated @@ -164,8 +164,8 @@ def rerun_task(cls, task_id, task_version, tasks=None): # scheduler @classmethod @schedule_job - def request_create_job(cls, party_id, command_body): - return RuntimeConfig.SCHEDULE_CLIENT.scheduler.create_job(party_id, command_body) + def request_create_job(cls, party_id, initiator_party_id, command_body): + return RuntimeConfig.SCHEDULE_CLIENT.scheduler.create_job(party_id, initiator_party_id, command_body) @classmethod @schedule_job diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index 9c5df0d5b..16fd6b56c 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -21,7 +21,7 @@ REMOTE_REQUEST_TIMEOUT = 30000 # ms LOG_DIR = "" -LOG_LEVEL = 10 +LOG_LEVEL = 20 DATA_DIR = "" MODEL_DIR = "" JOB_DIR = "" diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index 8352a2b53..d79ac6b41 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -118,8 +118,8 @@ def get_federated_proxy_address(): return host, port, protocol, PROXY_NAME -def generate_headers(party_id, body): - return HookManager.site_signature(SignatureParameters(party_id=party_id, body=body)) +def generate_headers(party_id, body, initiator_party_id=""): + return HookManager.site_signature(SignatureParameters(party_id=party_id, body=body, initiator_party_id=initiator_party_id)) def get_exponential_backoff_interval(retries, full_jitter=False): diff --git a/python/fate_flow/utils/permission_utils.py b/python/fate_flow/utils/permission_utils.py new file mode 100644 index 000000000..f93562ecc --- /dev/null +++ b/python/fate_flow/utils/permission_utils.py @@ -0,0 +1,34 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from fate_flow.entity.spec import DAGSchema +from fate_flow.hook.common.parameters import PermissionCheckParameters +from fate_flow.hub.flow_hub import FlowHub + + +def get_permission_parameters(role, party_id, initiator_party_id, job_info) -> PermissionCheckParameters: + dag_schema = DAGSchema(**job_info['dag_schema']) + job_parser = FlowHub.load_job_parser(dag_schema) + component_list = job_parser.component_ref_list + dataset_list = job_parser.dataset_list(role, party_id) + component_parameters = job_parser.role_parameters(role, party_id) + return PermissionCheckParameters( + initiator_party_id=initiator_party_id, + roles=dag_schema.dag.parties, + component_list=component_list, + dataset_list=dataset_list, + dag_schema=dag_schema.dict(), + component_parameters=component_parameters + ) diff --git a/python/fate_flow/utils/wraps_utils.py b/python/fate_flow/utils/wraps_utils.py index 8b4722362..a71824040 100644 --- a/python/fate_flow/utils/wraps_utils.py +++ b/python/fate_flow/utils/wraps_utils.py @@ -20,11 +20,13 @@ from flask import request as flask_request from fate_flow.errors.job import NoFoundTask, ResponseException, NoFoundINSTANCE +from fate_flow.hook import HookManager from fate_flow.operation.job_saver import JobSaver from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.runtime.system_settings import HOST, HTTP_PORT, API_VERSION +from fate_flow.runtime.system_settings import HOST, HTTP_PORT, API_VERSION, PERMISSION_SWITCH from fate_flow.utils.api_utils import API, federated_coordination_on_http from fate_flow.utils.log_utils import schedule_logger +from fate_flow.utils.permission_utils import get_permission_parameters from fate_flow.utils.requests_utils import request from fate_flow.utils.schedule_utils import schedule_signal @@ -152,6 +154,25 @@ def threading_lock(func): @wraps(func) def _wrapper(*args, **kwargs): with threading.Lock(): - schedule_logger('wzh').info(f'{func.__name__}, args: {args}, kwargs: {kwargs}') return func(*args, **kwargs) return _wrapper + + +def create_job_request_check(func): + @wraps(func) + def _wrapper(*_args, **_kwargs): + party_id = _kwargs.get("party_id") + role = _kwargs.get("role") + body = flask_request.json + headers = flask_request.headers + initiator_party_id = headers.get("initiator_party_id") + + # permission check + if PERMISSION_SWITCH: + permission_return = HookManager.permission_check(get_permission_parameters( + role, party_id, initiator_party_id, body + )) + if permission_return.code != ReturnCode.Base.SUCCESS: + return API.Output.fate_flow_exception(permission_return) + return func(*_args, **_kwargs) + return _wrapper diff --git a/python/ofx/api/models/federated.py b/python/ofx/api/models/federated.py index d59d3c43c..d5f5dc356 100644 --- a/python/ofx/api/models/federated.py +++ b/python/ofx/api/models/federated.py @@ -16,9 +16,9 @@ class Federated(BaseAPI): - def create_job(self, job_id, roles, command_body): + def create_job(self, job_id, roles, initiator_party_id, command_body): return self.job_command(job_id=job_id, roles=roles, command="create", command_body=command_body, - parallel=False) + initiator_party_id=initiator_party_id, parallel=False) def stop_job(self, job_id, roles): return self.job_command(job_id=job_id, roles=roles, command="stop") diff --git a/python/ofx/api/models/resource.py b/python/ofx/api/models/resource.py index 814d59f76..a1f969e56 100644 --- a/python/ofx/api/models/resource.py +++ b/python/ofx/api/models/resource.py @@ -209,15 +209,17 @@ def __init__(self, client: APIClient, callback=None): self.callback = callback def federated_command(self, job_id, src_role, src_party_id, dest_role, dest_party_id, endpoint, body, - federated_response, method='POST', only_scheduler=False, extra_params=None): + federated_response, method='POST', only_scheduler=False, extra_params=None, + initiator_party_id=""): try: headers = {} if self.callback: - result = self.callback(dest_party_id, body) + result = self.callback(dest_party_id, body, initiator_party_id=initiator_party_id) if result.code == 0: - headers = self.callback(dest_party_id, body).signature + headers = result.signature if result.signature else {} else: raise Exception(result.code, result.message) + headers.update({"initiator_party_id": initiator_party_id}) response = self.client.remote(job_id=job_id, method=method, endpoint=endpoint, @@ -243,7 +245,7 @@ def federated_command(self, job_id, src_role, src_party_id, dest_role, dest_part def is_local(party_id): return party_id == "0" - def job_command(self, job_id, roles, command, command_body=None, parallel=False): + def job_command(self, job_id, roles, command, command_body=None, parallel=False, initiator_party_id=""): federated_response = {} api_type = "partner/job" threads = [] @@ -259,12 +261,13 @@ def job_command(self, job_id, roles, command, command_body=None, parallel=False) command_body["party_id"] = dest_party_id command_body["job_id"] = job_id args = (job_id, "", "", dest_role, dest_party_id, endpoint, command_body, federated_response) + kwargs = {"initiator_party_id": initiator_party_id} if parallel: - t = threading.Thread(target=self.federated_command, args=args) + t = threading.Thread(target=self.federated_command, args=args, kwargs=kwargs) threads.append(t) t.start() else: - self.federated_command(*args) + self.federated_command(*args, initiator_party_id=initiator_party_id) for thread in threads: thread.join() return federated_response @@ -297,7 +300,7 @@ def task_command(self, tasks, command, command_body=None, parallel=False): thread.join() return federated_response - def scheduler_command(self, command, party_id, command_body=None, method='POST'): + def scheduler_command(self, command, party_id, command_body=None, method='POST', initiator_party_id=""): try: federated_response = {} endpoint = f"/scheduler/{command}" @@ -310,7 +313,8 @@ def scheduler_command(self, command, party_id, command_body=None, method='POST') dest_party_id=party_id, body=command_body if command_body else {}, federated_response=federated_response, - only_scheduler=True + only_scheduler=True, + initiator_party_id=initiator_party_id ) except Exception as e: response = { diff --git a/python/ofx/api/models/scheduler.py b/python/ofx/api/models/scheduler.py index 843a09e70..0547c98b1 100644 --- a/python/ofx/api/models/scheduler.py +++ b/python/ofx/api/models/scheduler.py @@ -16,9 +16,10 @@ class Scheduler(BaseAPI): - def create_job(self, party_id, command_body): + def create_job(self, party_id, initiator_party_id, command_body): return self.scheduler_command(command="job/create", party_id=party_id, + initiator_party_id=initiator_party_id, command_body=command_body ) From 4fb6934592afb285f3ab7180c7ee939b6c4058b3 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 9 Jun 2023 15:53:31 +0800 Subject: [PATCH 104/482] fateflow: fix rerun bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/scheduler/default/_scheduler.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/hub/scheduler/default/_scheduler.py b/python/fate_flow/hub/scheduler/default/_scheduler.py index 036084b17..34cbe930b 100644 --- a/python/fate_flow/hub/scheduler/default/_scheduler.py +++ b/python/fate_flow/hub/scheduler/default/_scheduler.py @@ -281,9 +281,9 @@ def schedule_rerun_job(self, job): if status == FederatedSchedulingStatusCode.SUCCESS: schedule_utils.rerun_signal(job_id=job.f_job_id, set_or_reset=False) schedule_logger(job.f_job_id).info("job set waiting to rerun successfully") - ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": job.f_status}) else: - schedule_logger(job.f_job_id).info("job set waiting to rerun failed") + schedule_logger(job.f_job_id).warning("job set waiting to rerun failed") + ScheduleJobSaver.update_job_status({"job_id": job.f_job_id, "status": job.f_status}) else: schedule_utils.rerun_signal(job_id=job.f_job_id, set_or_reset=False) self.schedule_running_job(job) From ee0c5b95f6f09d6a5b8323c663e46351fd43359c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 12 Jun 2023 14:12:06 +0800 Subject: [PATCH 105/482] fateflow: model import Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/model_app.py | 37 ++++++++++-- python/fate_flow/apps/client/output_app.py | 6 +- python/fate_flow/controller/job_controller.py | 3 +- python/fate_flow/entity/code/_api.py | 3 +- python/fate_flow/errors/job/__init__.py | 7 ++- .../fate_flow/manager/model/handel/_base.py | 60 +++++++++++++------ .../fate_flow/manager/model/handel/_file.py | 15 +++++ .../fate_flow/manager/model/handel/_mysql.py | 16 ++++- .../manager/model/handel/_tencent_cos.py | 14 ++++- .../fate_flow/manager/model/model_manager.py | 39 +++++++++++- python/fate_flow/manager/model/model_meta.py | 4 +- 11 files changed, 168 insertions(+), 36 deletions(-) diff --git a/python/fate_flow/apps/client/model_app.py b/python/fate_flow/apps/client/model_app.py index f98a8638c..6d38d666c 100644 --- a/python/fate_flow/apps/client/model_app.py +++ b/python/fate_flow/apps/client/model_app.py @@ -13,8 +13,14 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import os.path +from tempfile import TemporaryDirectory + +from flask import request from webargs import fields +from fate_flow.errors.job import NoFoundFile +from fate_flow.manager.model.model_manager import PipelinedModel from fate_flow.utils.api_utils import API @@ -30,15 +36,34 @@ def migrate(): return API.Output.json() -@manager.route('/export', methods=['POST']) -def export(): - # todo: - return API.Output.json() +@manager.route('/local/export', methods=['POST']) +@API.Input.json(model_id=fields.String(required=True)) +@API.Input.json(model_version=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(dir_path=fields.String(required=True)) +def export(model_id, model_version, party_id, role, dir_path): + file_list = PipelinedModel.export_model( + model_id=model_id, + model_version=model_version, + party_id=party_id, + role=role, + dir_path=dir_path + ) + return API.Output.json(data=file_list) @manager.route('/import', methods=['POST']) -def import_model(): - # todo: +@API.Input.params(model_id=fields.String(required=True)) +@API.Input.params(model_version=fields.String(required=True)) +def import_model(model_id, model_version): + file = request.files.get('file') + if not file: + raise NoFoundFile() + with TemporaryDirectory() as temp_dir: + path = os.path.join(temp_dir, file.name) + file.save(path) + PipelinedModel.import_model(model_id, model_version, path, temp_dir) return API.Output.json() diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index ed6657898..904804863 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -97,5 +97,9 @@ def delete_model(job_id, role, party_id, task_name): return API.Output.fate_flow_exception(e=NoFoundTask(job_id=job_id, role=role, party_id=party_id, task_name=task_name)) task = tasks[0] - PipelinedModel.delete_model(task.f_job_id, task.f_role, task.f_party_id, task.f_task_name) + PipelinedModel.delete_model( + job_id=task.f_job_id, + role=task.f_role, + party_id=task.f_party_id, + task_name=task.f_task_name) return API.Output.json() diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 07484ae38..44b1e9721 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -285,7 +285,8 @@ def clean_job(cls, job_id): # model try: - PipelinedModel.delete_model(task.f_job_id, task.f_role, task.f_party_id, task.f_task_name) + PipelinedModel.delete_model(job_id=task.f_job_id, role=task.f_role, + party_id=task.f_party_id, task_name=task.f_task_name) schedule_logger(task.f_job_id).info(f'delete {task.f_job_id} {task.f_role} {task.f_party_id}' f' {task.f_task_name} model success') except Exception as e: diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index e155b3af7..1852c299d 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -48,7 +48,8 @@ class API: VERIFY_FAILED = 5003 AUTHENTICATION_FAILED = 5004 NO_PERMISSION = 5005 - PermissionOperateError = 5006 + PERMISSION_OPERATE_ERROR = 5006 + NO_FOUND_FILE = 5007 class Server: EXCEPTION = 6000 diff --git a/python/fate_flow/errors/job/__init__.py b/python/fate_flow/errors/job/__init__.py index b289c6e64..d3593ee14 100644 --- a/python/fate_flow/errors/job/__init__.py +++ b/python/fate_flow/errors/job/__init__.py @@ -133,5 +133,10 @@ class NoPermission(FateFlowError): class PermissionOperateError(FateFlowError): - code = ReturnCode.API.PermissionOperateError + code = ReturnCode.API.PERMISSION_OPERATE_ERROR message = "Permission Operate Error" + + +class NoFoundFile(FateFlowError): + code = ReturnCode.API.NO_FOUND_FILE + message = "No Found File" diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/model/handel/_base.py index 8d487756c..f168dadb3 100644 --- a/python/fate_flow/manager/model/handel/_base.py +++ b/python/fate_flow/manager/model/handel/_base.py @@ -19,7 +19,6 @@ from ruamel import yaml from werkzeug.datastructures import FileStorage -from fate_flow.entity.code import ReturnCode from fate_flow.entity.spec import MLModelSpec from fate_flow.entity.types import ModelFileFormat from fate_flow.errors.job import NoFoundModelOutput @@ -36,8 +35,9 @@ def name(self): def file_key(model_id, model_version, dir_name, file_name): return os.path.join(model_id, model_version, dir_name, file_name) - def download(self, model_id, model_version, dir_name, file_name): - storage_key = self.file_key(model_id, model_version, dir_name, file_name) + def download(self, model_id=None, model_version=None, dir_name=None, file_name=None, storage_key=None): + if not storage_key: + storage_key = self.file_key(model_id, model_version, dir_name, file_name) return self._download(storage_key=storage_key) def upload(self, model_file: FileStorage, dir_name, file_name, model_id, model_version): @@ -45,6 +45,15 @@ def upload(self, model_file: FileStorage, dir_name, file_name, model_id, model_v model_meta = self._upload(model_file=model_file, storage_key=storage_key) self.log_meta(model_meta, storage_key) + def save_as(self, storage_key, dir_path): + file_path = os.path.join(dir_path, storage_key) + os.makedirs(os.path.dirname(file_path), exist_ok=True) + return self._save_as(storage_key, file_path) + + def load(self, file, storage_key, model_id, model_version): + model_meta = self._load(file=file, storage_key=storage_key) + self.log_meta(model_meta, storage_key, model_id=model_id, model_version=model_version) + def delete(self, job_id, role, party_id, task_name): model_metas = ModelMeta.query(job_id=job_id, role=role, party_id=party_id, task_name=task_name, reverse=True) if not model_metas: @@ -53,21 +62,30 @@ def delete(self, job_id, role, party_id, task_name): self._delete(storage_key=meta.f_storage_key) self.delete_meta(job_id=job_id, role=role, party_id=party_id, task_name=task_name, storage_engine=self.name) - def log_meta(self, model_meta: MLModelSpec, storage_key: str): - execution_id = model_meta.party.party_task_id - task = JobSaver.query_task_by_execution_id(execution_id=execution_id) - job = JobSaver.query_job(job_id=task.f_job_id, role=task.f_role, party_id=task.f_party_id)[0] - meta_info = { - "model_id": job.f_model_id, - "model_version": job.f_model_version, - "job_id": task.f_job_id, - "role": task.f_role, - "party_id": task.f_party_id, - "task_name": task.f_task_name, - "storage_engine": self.name, - "storage_key": storage_key - } - ModelMeta.save(**meta_info) + def log_meta(self, model_meta: MLModelSpec, storage_key: str, model_id=None, model_version=None): + model_info = {"storage_key": storage_key, "storage_engine": self.name} + if model_id and model_version: + model_info.update({ + "model_id": model_id, + "model_version": model_version, + "job_id": "", # todo: log job id by meta + "role": model_meta.party.role, + "party_id": model_meta.party.partyid, + "task_name": model_meta.party.models[0].name # todo + }) + else: + execution_id = model_meta.party.party_task_id + task = JobSaver.query_task_by_execution_id(execution_id=execution_id) + job = JobSaver.query_job(job_id=task.f_job_id, role=task.f_role, party_id=task.f_party_id)[0] + model_info.update({ + "model_id": job.f_model_id, + "model_version": job.f_model_version, + "job_id": task.f_job_id, + "role": task.f_role, + "party_id": task.f_party_id, + "task_name": task.f_task_name + }) + ModelMeta.save(**model_info) @staticmethod def delete_meta(**kwargs): @@ -110,6 +128,12 @@ def _read(self, storage_key): def _delete(self, storage_key): raise NotImplementedError() + def _save_as(self, storage_key, path): + raise NotImplementedError() + + def _load(self, file, storage_key): + raise NotImplementedError() + @classmethod def read_meta(cls, _tar: tarfile.TarFile) -> MLModelSpec: for name in _tar.getnames(): diff --git a/python/fate_flow/manager/model/handel/_file.py b/python/fate_flow/manager/model/handel/_file.py index 763f2ccab..c6c1d02af 100644 --- a/python/fate_flow/manager/model/handel/_file.py +++ b/python/fate_flow/manager/model/handel/_file.py @@ -14,6 +14,7 @@ # limitations under the License. import io import os.path +import shutil import tarfile from flask import send_file @@ -44,6 +45,20 @@ def _download(self, storage_key): _p = self._generate_model_storage_path(storage_key) return send_file(_p, download_name=os.path.basename(_p), as_attachment=True) + def _save_as(self, storage_key, path): + _p = self._generate_model_storage_path(storage_key) + shutil.copy(_p, path) + return path + + def _load(self, file, storage_key): + _path = self._generate_model_storage_path(storage_key) + os.makedirs(os.path.dirname(_path), exist_ok=True) + shutil.copy(file, _path) + from fate_flow.utils.schedule_utils import schedule_logger + schedule_logger('wzh').info(_path) + model_meta = self.read_meta(self._tar_io(_path)) + return model_meta + def _read(self, storage_key): _p = self._generate_model_storage_path(storage_key) _tar_io = self._tar_io(_p) diff --git a/python/fate_flow/manager/model/handel/_mysql.py b/python/fate_flow/manager/model/handel/_mysql.py index 3ff8f8db9..64b0054ad 100644 --- a/python/fate_flow/manager/model/handel/_mysql.py +++ b/python/fate_flow/manager/model/handel/_mysql.py @@ -13,6 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. import io +import os import tarfile from flask import send_file @@ -52,8 +53,19 @@ def _read(self, storage_key): def _delete(self, storage_key): self.engine.delete(storage_key=storage_key) - def save_as(self): - pass + def _load(self, file, storage_key): + with open(file, "rb") as memory: + memory.seek(0) + model_meta = self.read_meta(self._tar_io(memory)) + self.engine.store(memory, storage_key) + return model_meta + + def _save_as(self, storage_key, path): + memory = self.engine.read(storage_key) + memory.seek(0) + with open(path, "wb") as f: + f.write(memory) + return path @staticmethod def _tar_io(memory): diff --git a/python/fate_flow/manager/model/handel/_tencent_cos.py b/python/fate_flow/manager/model/handel/_tencent_cos.py index f3e6cd1ab..42b90c6de 100644 --- a/python/fate_flow/manager/model/handel/_tencent_cos.py +++ b/python/fate_flow/manager/model/handel/_tencent_cos.py @@ -52,8 +52,18 @@ def _read(self, storage_key): def _delete(self, storage_key): return self.engine.delete(storage_key=storage_key) - def save_as(self): - pass + def _load(self, file, storage_key): + with open(file, "rb") as memory: + model_meta = self.read_meta(self._tar_io(memory)) + self.engine.store(memory, storage_key) + return model_meta + + def _save_as(self, storage_key, path): + memory = self.engine.read(storage_key) + memory.seek(0) + with open(path, "wb") as f: + f.write(memory) + return path @staticmethod def _tar_io(memory): diff --git a/python/fate_flow/manager/model/model_manager.py b/python/fate_flow/manager/model/model_manager.py index 90485a232..b70f106fe 100644 --- a/python/fate_flow/manager/model/model_manager.py +++ b/python/fate_flow/manager/model/model_manager.py @@ -12,11 +12,16 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import os +import shutil +from tempfile import TemporaryDirectory + from werkzeug.datastructures import FileStorage from fate_flow.entity.spec import FileStorageSpec, MysqlStorageSpec, TencentCosStorageSpec from fate_flow.entity.types import ModelStorageEngine from fate_flow.manager.model.handel import FileHandle, MysqlHandel, TencentCosHandel +from fate_flow.manager.model.model_meta import ModelMeta from fate_flow.runtime.system_settings import MODEL_STORE @@ -44,5 +49,35 @@ def read_model(cls, job_id, role, party_id, task_name): return cls.handle.read(job_id, role, party_id, task_name) @classmethod - def delete_model(cls, job_id, role, party_id, task_name): - return cls.handle.delete(job_id, role, party_id, task_name) + def delete_model(cls, **kwargs): + return cls.handle.delete(**kwargs) + + @classmethod + def export_model(cls, model_id, model_version, role, party_id, dir_path): + _key_list = cls.get_model_storage_key(model_id=model_id, model_version=model_version, role=role, party_id=party_id) + with TemporaryDirectory() as temp_dir: + for _k in _key_list: + temp_path = os.path.join(temp_dir, _k) + cls.handle.save_as(storage_key=_k, dir_path=temp_path) + os.makedirs(dir_path, exist_ok=True) + shutil.make_archive(os.path.join(dir_path, f"{model_id}_{model_version}_{role}_{party_id}"), 'zip', temp_path) + + @classmethod + def import_model(cls, model_id, model_version, path, temp_dir): + base_dir = os.path.dirname(path) + shutil.unpack_archive(path, base_dir, 'zip') + for dirpath, dirnames, filenames in os.walk(base_dir): + for filename in filenames: + model_path = os.path.join(dirpath, filename) + # exclude original model packs + if model_path != path: + storage_key = model_path.strip(temp_dir) + cls.handle.load(model_path, storage_key, model_id, model_version) + + @classmethod + def get_model_storage_key(cls, **kwargs): + _key_list = [] + _model_metas = ModelMeta.query(**kwargs) + for _meta in _model_metas: + _key_list.append(_meta.f_storage_key) + return _key_list diff --git a/python/fate_flow/manager/model/model_meta.py b/python/fate_flow/manager/model/model_meta.py index 6a8f4411c..5691e392a 100644 --- a/python/fate_flow/manager/model/model_meta.py +++ b/python/fate_flow/manager/model/model_meta.py @@ -22,8 +22,8 @@ def save(cls, **meta_info): cls._create_entity(PipelineModelMeta, meta_info) @classmethod - def query(cls, job_id, role, party_id, task_name, **kwargs): - return cls._query(PipelineModelMeta, job_id=job_id, role=role, party_id=party_id, task_name=task_name, **kwargs) + def query(cls, **kwargs): + return cls._query(PipelineModelMeta, **kwargs) @classmethod def delete(cls, **kwargs): From 04ab0219f16cbe93c14d18f1ad7bc4854e757c4f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 13 Jun 2023 10:47:41 +0800 Subject: [PATCH 106/482] fateflow: update upload Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/abc/_storage.py | 8 --- python/fate_flow/engine/storage/_table.py | 14 ----- .../engine/storage/eggroll/_table.py | 9 --- .../fate_flow/engine/storage/hdfs/_table.py | 61 ++++--------------- .../engine/storage/standalone/_table.py | 16 ----- python/fate_flow/manager/components/upload.py | 2 +- python/fate_flow/manager/data/data_manager.py | 5 +- 7 files changed, 16 insertions(+), 99 deletions(-) diff --git a/python/fate_flow/engine/abc/_storage.py b/python/fate_flow/engine/abc/_storage.py index 58d7fe8c7..5f91d8730 100644 --- a/python/fate_flow/engine/abc/_storage.py +++ b/python/fate_flow/engine/abc/_storage.py @@ -179,14 +179,6 @@ def create_meta(self, **kwargs) -> StorageTableMetaABC: def put_all(self, kv_list: Iterable, **kwargs): ... - @abc.abstractmethod - def put_meta(self, kv_list: Iterable, **kwargs): - ... - - @abc.abstractmethod - def get_meta(self, **kwargs): - ... - @abc.abstractmethod def collect(self, **kwargs) -> list: ... diff --git a/python/fate_flow/engine/storage/_table.py b/python/fate_flow/engine/storage/_table.py index 85201b511..8ab4519df 100644 --- a/python/fate_flow/engine/storage/_table.py +++ b/python/fate_flow/engine/storage/_table.py @@ -128,14 +128,6 @@ def put_all(self, kv_list: Iterable, **kwargs): # self._update_write_access_time() self._put_all(kv_list, **kwargs) - def put_meta(self, kv_list: Iterable, **kwargs): - # self._update_write_access_time() - self._put_meta(kv_list, **kwargs) - - def get_meta(self, **kwargs): - # self._update_write_access_time() - return self._get_meta(**kwargs) - def collect(self, **kwargs) -> list: # self._update_read_access_time() return self._collect(**kwargs) @@ -171,12 +163,6 @@ def _update_write_access_time(self, write_access_time=None): def _put_all(self, kv_list: Iterable, **kwargs): raise NotImplementedError() - def _put_meta(self, kv_list: Iterable, **kwargs): - raise NotImplementedError() - - def _get_meta(self, **kwargs): - raise NotImplementedError() - def _collect(self, **kwargs) -> list: raise NotImplementedError() diff --git a/python/fate_flow/engine/storage/eggroll/_table.py b/python/fate_flow/engine/storage/eggroll/_table.py index b04c2793c..39236eb83 100644 --- a/python/fate_flow/engine/storage/eggroll/_table.py +++ b/python/fate_flow/engine/storage/eggroll/_table.py @@ -43,11 +43,9 @@ def __init__( self._options["total_partitions"] = partitions self._options["create_if_missing"] = True self._table = self._context.load(namespace=self.namespace, name=self.name, options=self._options) - self._meta_table = self._context.load(namespace=self.namespace, name=self.meta_name, options=self._options) def _save_as(self, address, name, namespace, partitions=None, **kwargs): self._table.save_as(name=name, namespace=namespace) - self._meta_table.save_as(name=f"{name}.meta", namespace=namespace) table = StorageTable( context=self._context, address=address, @@ -60,18 +58,11 @@ def _save_as(self, address, name, namespace, partitions=None, **kwargs): def _put_all(self, kv_list: Iterable, **kwargs): return self._table.put_all(kv_list) - def _put_meta(self, kv_list: Iterable, **kwargs): - return self._meta_table.put_all(kv_list) - - def _get_meta(self, **kwargs): - return self._meta_table.get_all(**kwargs) - def _collect(self, **kwargs) -> list: return self._table.get_all(**kwargs) def _destroy(self): self._table.destroy() - self._meta_table.destory() def _count(self, **kwargs): return self._table.count() diff --git a/python/fate_flow/engine/storage/hdfs/_table.py b/python/fate_flow/engine/storage/hdfs/_table.py index d80a122d2..286d35f45 100644 --- a/python/fate_flow/engine/storage/hdfs/_table.py +++ b/python/fate_flow/engine/storage/hdfs/_table.py @@ -55,20 +55,16 @@ def __init__( except Exception as e: LOGGER.warning(f"load libhdfs failed: {e}") self._hdfs_client = fs.HadoopFileSystem.from_uri(self.path) - self._meta_client = fs.HadoopFileSystem.from_uri(self.meta_path) def check_address(self): return self._exist() def _put_all( - self, kv_list: Iterable, append=True, assume_file_exist=False, meta=False, **kwargs + self, kv_list: Iterable, append=True, assume_file_exist=False, **kwargs ): - if not meta: - client = self._hdfs_client - path = self.file_path - else: - client = self._meta_client - path = self.meta_path + + client = self._hdfs_client + path = self.file_path LOGGER.info(f"put in hdfs file: {path}") if append and (assume_file_exist or self._exist(path)): stream = client.open_append_stream( @@ -82,30 +78,10 @@ def _put_all( counter = self._meta.get_count() if self._meta.get_count() else 0 with io.TextIOWrapper(stream) as writer: for k, v in kv_list: - if meta: - writer.write(self._generate_meta_line(k, v)) - else: - writer.write(hdfs_utils.serialize(k, v)) - writer.write(hdfs_utils.NEWLINE) + writer.write(hdfs_utils.serialize(k, v)) + writer.write(hdfs_utils.NEWLINE) counter = counter + 1 - if not meta: - self._meta.update_metas(count=counter) - - def _put_meta(self, kv_list: Iterable, **kwargs): - return self._put_all(kv_list, meta=True) - - def _get_meta(self, **kwargs): - return self._get_meta_line() - - @staticmethod - def _generate_meta_line(k, v): - return hdfs_utils.DELIMITER.join([k, v]) + hdfs_utils.NEWLINE - - def _get_meta_line(self): - for line in self._as_generator(meta=True): - line = line.strip(hdfs_utils.NEWLINE) - kv_list = line.split(hdfs_utils.DELIMITER)[0] - yield kv_list[0], kv_list[1] + self._meta.update_metas(count=counter) def _collect(self, **kwargs) -> list: for line in self._as_generator(): @@ -129,10 +105,7 @@ def _count(self): def _save_as( self, address, partitions=None, name=None, namespace=None, **kwargs ): - # data path self._hdfs_client.copy_file(src=self.file_path, dst=address.path) - # meta path - self._meta_client.copy_file(src=self.meta_path, dst=os.path.join(address.path, self.meta_name)) table = StorageTable( address=address, partitions=partitions, @@ -149,26 +122,18 @@ def close(self): def path(self) -> str: return f"{self._address.name_node}/{self._address.path}" - @property - def meta_path(self): - return os.path.join(self.path, self.meta_name) - @property def file_path(self) -> str: return f"{self._address.path}" - @property - def meta_file_path(self): - return os.path.join(self.file_path, self.meta_name) - def _exist(self, path=None): if not path: path = self.file_path info = self._hdfs_client.get_file_info([path])[0] return info.type != fs.FileType.NotFound - def _as_generator(self, meta=False): - file = self.file_path if not meta else self.meta_file_path + def _as_generator(self): + file = self.file_path LOGGER.info(f"as generator: {file}") info = self._hdfs_client.get_file_info([file])[0] if info.type == fs.FileType.NotFound: @@ -193,9 +158,8 @@ def _as_generator(self, meta=False): for line in reader: yield line - def _read_buffer_lines(self, path=None): - if not path: - path = self.file_path + def _read_buffer_lines(self): + path = self.file_path buffer = self._hdfs_client.open_input_file(path) offset = 0 block_size = 1024 * 1024 * 10 @@ -227,7 +191,8 @@ def _read_buffer_lines(self, path=None): yield line offset += len(buffer_block[:end_index]) - def _read_lines(self, buffer_block): + @staticmethod + def _read_lines(buffer_block): with io.TextIOWrapper(buffer=io.BytesIO(buffer_block), encoding="utf-8") as reader: for line in reader: yield line diff --git a/python/fate_flow/engine/storage/standalone/_table.py b/python/fate_flow/engine/storage/standalone/_table.py index 40028e986..54588a5f6 100644 --- a/python/fate_flow/engine/storage/standalone/_table.py +++ b/python/fate_flow/engine/storage/standalone/_table.py @@ -19,7 +19,6 @@ from fate_flow.engine.storage.standalone._standalone import Session - class StorageTable(StorageTableBase): def __init__( self, @@ -48,24 +47,10 @@ def __init__( need_cleanup=self._store_type == StandaloneStoreType.ROLLPAIR_IN_MEMORY, error_if_exist=False, ) - self._meta_table = self._session.create_table( - namespace=self.namespace, - name=self.meta_name, - partitions=partitions, - need_cleanup=self._store_type == StandaloneStoreType.ROLLPAIR_IN_MEMORY, - error_if_exist=False, - ) - def _put_all(self, kv_list: Iterable, **kwargs): return self._table.put_all(kv_list) - def _put_meta(self, kv_list: Iterable, **kwargs): - return self._meta_table.put_all(kv_list) - - def _get_meta(self, **kwargs): - return self._meta_table.collect(**kwargs) - def _collect(self, **kwargs): return self._table.collect(**kwargs) @@ -74,7 +59,6 @@ def _count(self): def _destroy(self): self._table.destroy() - self._meta_table.destroy() def _save_as(self, address, name, namespace, partitions=None, **kwargs): self._table.save_as(name=name, namespace=namespace) diff --git a/python/fate_flow/manager/components/upload.py b/python/fate_flow/manager/components/upload.py index 45831872e..90bff1c7f 100644 --- a/python/fate_flow/manager/components/upload.py +++ b/python/fate_flow/manager/components/upload.py @@ -243,7 +243,7 @@ def update_table_meta(self, data_head): ) self.schema.update(schema) self.schema.update(self.parameters.meta.to_dict()) - self.table.put_meta([("schema", self.schema)]) + self.table.meta.update_metas(schema=schema) def get_header_schema(self, header_line, delimiter): header_source_item = header_line.split(delimiter) diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 702494ab0..b4e1f6014 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -53,9 +53,8 @@ def send_table( # save meta if output_data_count == 0: output_data_file_list.append(output_data_file_path) - header = [] - for meta_k, meta_v in output_table.get_meta(): - header = meta_v.get("header") + schema = output_table.meta.get_schema() + header = schema.get("header", []) output_data_meta_file_list.append(output_data_meta_file_path) with open(output_data_meta_file_path, 'w') as f: json.dump({'header': header}, f, indent=4) From ca579133f71665cb147fd1ec6a69d804df3d71f8 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 14 Jun 2023 22:36:38 +0800 Subject: [PATCH 107/482] fateflow: update task scheduler Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/worker/worker_app.py | 86 ++++-- .../fate_flow/controller/task_controller.py | 4 +- python/fate_flow/db/db_models.py | 7 +- python/fate_flow/detection/detector.py | 2 +- .../engine/{computing => backend}/__init__.py | 2 +- .../engine/{computing => backend}/_base.py | 0 .../engine/{computing => backend}/_eggroll.py | 2 +- .../engine/{computing => backend}/_session.py | 4 +- .../engine/{computing => backend}/_spark.py | 2 +- python/fate_flow/engine/devices/__init__.py | 34 +++ python/fate_flow/engine/devices/_base.py | 37 +++ python/fate_flow/engine/devices/_container.py | 76 ++++++ python/fate_flow/engine/devices/_local.py | 61 +++++ python/fate_flow/engine/storage/__init__.py | 2 - .../{abc/_storage.py => storage/_abc.py} | 0 python/fate_flow/engine/storage/_session.py | 2 +- python/fate_flow/engine/storage/_table.py | 6 +- python/fate_flow/entity/spec/__init__.py | 1 - python/fate_flow/entity/spec/_dag.py | 255 ++++++++++++------ python/fate_flow/entity/spec/_flow_task.py | 178 ------------ python/fate_flow/entity/types/_work.py | 4 +- python/fate_flow/entrypoint/__init__.py | 14 + python/fate_flow/entrypoint/cli.py | 60 +++++ python/fate_flow/entrypoint/runner.py | 34 +++ .../hub/components_wraps/__init__.py | 34 +++ .../components_wraps/default}/__init__.py | 7 +- .../hub/components_wraps/default/_wraps.py | 93 +++++++ python/fate_flow/hub/flow_hub.py | 6 + .../fate_flow/hub/parser/default/_parser.py | 83 ++---- .../hub/scheduler/default/_scheduler.py | 2 +- .../fate_flow/manager/model/handel/_base.py | 52 ++-- .../fate_flow/manager/model/model_manager.py | 8 +- .../manager/service/worker_manager.py | 5 - python/ofx/api/models/worker.py | 53 +++- 34 files changed, 789 insertions(+), 427 deletions(-) rename python/fate_flow/engine/{computing => backend}/__init__.py (91%) rename python/fate_flow/engine/{computing => backend}/_base.py (100%) rename python/fate_flow/engine/{computing => backend}/_eggroll.py (98%) rename python/fate_flow/engine/{computing => backend}/_session.py (91%) rename python/fate_flow/engine/{computing => backend}/_spark.py (98%) create mode 100644 python/fate_flow/engine/devices/__init__.py create mode 100644 python/fate_flow/engine/devices/_base.py create mode 100644 python/fate_flow/engine/devices/_container.py create mode 100644 python/fate_flow/engine/devices/_local.py rename python/fate_flow/engine/{abc/_storage.py => storage/_abc.py} (100%) delete mode 100644 python/fate_flow/entity/spec/_flow_task.py create mode 100644 python/fate_flow/entrypoint/__init__.py create mode 100644 python/fate_flow/entrypoint/cli.py create mode 100644 python/fate_flow/entrypoint/runner.py create mode 100644 python/fate_flow/hub/components_wraps/__init__.py rename python/fate_flow/{engine/abc => hub/components_wraps/default}/__init__.py (77%) create mode 100644 python/fate_flow/hub/components_wraps/default/_wraps.py diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 7e9f38051..60c029ca5 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -58,16 +58,66 @@ def query_task_status(execution_id): return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=task_info) -@manager.route('/task/output/tracking', methods=['POST']) +@manager.route('/model/save', methods=['POST']) +@API.Input.json(model_id=fields.String(required=True)) +@API.Input.json(model_version=fields.String(required=True)) +@API.Input.json(execution_id=fields.String(required=True)) +@API.Input.json(meta_data=fields.Dict(required=True)) +@API.Input.json(output_key=fields.String(required=True)) +def upload_model(model_id, model_version, execution_id, meta_data, output_key): + task = JobSaver.query_task_by_execution_id(execution_id=execution_id) + file = request.files['file'] + PipelinedModel.upload_model( + model_file=file, + job_id=task.f_job_id, + task_name=task.f_task_name, + output_key=output_key, + model_id=model_id, + model_version=model_version, + meta_data=meta_data + ) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") + + +@manager.route('/model/download', methods=['GET']) +@API.Input.params(model_id=fields.String(required=True)) +@API.Input.params(model_version=fields.String(required=True)) +@API.Input.params(role=fields.String(required=True)) +@API.Input.params(party_id=fields.String(required=True)) +@API.Input.params(task_name=fields.String(required=True)) +@API.Input.params(output_key=fields.String(required=True)) +def download_model(model_id, model_version, role, party_id, task_name, output_key): + return PipelinedModel.download_model(model_id, model_version, role, party_id, task_name, output_key) + + +@manager.route('/data/tracking/query', methods=['GET']) +@API.Input.params(job_id=fields.String(required=True)) +@API.Input.params(role=fields.String(required=True)) +@API.Input.params(party_id=fields.String(required=True)) +@API.Input.params(task_name=fields.String(required=True)) +@API.Input.params(output_key=fields.String(required=True)) +def query_data_tracking(job_id, role, party_id, task_name, output_key): + data_info = { + "job_id": job_id, + "role": role, + "party_id": party_id, + "task_name": task_name, + "output_key": output_key + } + data_list = OutputDataTracking.query(data_info) + if data_list: + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=data_list[0].to_human_model_dict()) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") + + +@manager.route('/data/tracking/save', methods=['POST']) @API.Input.json(execution_id=fields.String(required=True)) @API.Input.json(meta_data=fields.Dict(required=True)) -@API.Input.json(type=fields.String(required=True)) @API.Input.json(uri=fields.String(required=True)) @API.Input.json(output_key=fields.String(required=True)) -def log_output_artifacts(execution_id, meta_data, type, uri, output_key): +def save_data_tracking(execution_id, meta_data, uri, output_key): task = JobSaver.query_task_by_execution_id(execution_id=execution_id) data_info = { - "type": type, "uri": uri, "output_key": output_key, "meta": meta_data, @@ -82,28 +132,12 @@ def log_output_artifacts(execution_id, meta_data, type, uri, output_key): return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") -@manager.route('/task/model////', methods=['POST']) -def upload_output_model(model_id, model_version, dir_name, file_name): - file = request.files['file'] - PipelinedModel.upload_model( - model_file=file, - dir_name=dir_name, - file_name=file_name, - model_id=model_id, - model_version=model_version - ) - return API.Output.json() - - -@manager.route('/task/model////', methods=['GET']) -def download_output_model(model_id, model_version, dir_name, file_name): - return PipelinedModel.download_model(model_id, model_version, dir_name, file_name) - - -@manager.route('/task/metric///////', methods=["POST"]) +@manager.route('/metric/save', methods=["POST"]) +@API.Input.json(execution_id=fields.String(required=True)) @API.Input.json(data=fields.Dict(required=True)) @API.Input.json(incomplete=fields.Bool(required=True)) -def save_metric(job_id, role, party_id, task_name, task_id, task_version, name, data, incomplete): - OutputMetric(job_id=job_id, role=role, party_id=party_id, task_name=task_name, task_id=task_id, - task_version=task_version).save_output_metrics(data, incomplete) +def save_metric(execution_id, data, incomplete): + task = JobSaver.query_task_by_execution_id(execution_id=execution_id) + OutputMetric(job_id=task.f_job_id, role=task.f_role, party_id=task.f_party_id, task_name=task.f_task_name, + task_id=task.f_task_id, task_version=task.f_task_version).save_output_metrics(data, incomplete) return API.Output.json() diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index c447b4601..1d5500aae 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -17,7 +17,7 @@ from fate_flow.db.db_models import Task from fate_flow.db.schedule_models import ScheduleTask, ScheduleJob, ScheduleTaskStatus -from fate_flow.engine.computing import build_engine +from fate_flow.engine.devices import build_engine from fate_flow.entity.spec import DAGSchema from fate_flow.hub.flow_hub import FlowHub from fate_flow.manager.service.provider_manager import ProviderManager @@ -149,7 +149,7 @@ def start_task(cls, job_id, role, party_id, task_id, task_version): task_node=task_node, job_id=job_id, task_name=task.f_task_name, role=role, party_id=party_id, parties=dag_schema.dag.parties ) - task_parser.update_runtime_artifacts(run_parameters) + # task_parser.update_runtime_artifacts(run_parameters) schedule_logger(job_id).info(f"task run parameters: {run_parameters}") task_executor_process_start_status = False diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index eb5c438ef..d1b872459 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -109,13 +109,12 @@ class TrackingOutputInfo(DataBaseModel): f_role = CharField(max_length=50, index=True) f_party_id = CharField(max_length=50, index=True) f_output_key = CharField(max_length=30) - f_type = CharField(max_length=10, null=True) f_uri = CharField(max_length=200, null=True) f_meta = JSONField() class Meta: - db_table = "t_tracking_output" - primary_key = CompositeKey('f_job_id', 'f_task_id', 'f_task_version', 'f_role', 'f_party_id', 'f_type', 'f_output_key') + db_table = "t_tracking_data_output" + primary_key = CompositeKey('f_job_id', 'f_task_id', 'f_task_version', 'f_role', 'f_party_id', 'f_output_key') class EngineRegistry(DataBaseModel): @@ -227,6 +226,8 @@ class PipelineModelMeta(DataBaseModel): f_party_id = CharField(max_length=50, index=True) f_task_name = CharField(max_length=50, index=True) f_storage_key = CharField(max_length=100) + f_output_key = CharField(max_length=20) + f_meta_data = JSONField(null=True) f_storage_engine = CharField(max_length=30, null=True, index=True) class Meta: diff --git a/python/fate_flow/detection/detector.py b/python/fate_flow/detection/detector.py index 602695cae..8c502b168 100644 --- a/python/fate_flow/detection/detector.py +++ b/python/fate_flow/detection/detector.py @@ -15,7 +15,7 @@ # import time -from fate_flow.engine.computing import build_engine +from fate_flow.engine.devices import build_engine from fate_flow.entity.types import TaskStatus, JobStatus from fate_flow.operation.job_saver import JobSaver from fate_flow.runtime.runtime_config import RuntimeConfig diff --git a/python/fate_flow/engine/computing/__init__.py b/python/fate_flow/engine/backend/__init__.py similarity index 91% rename from python/fate_flow/engine/computing/__init__.py rename to python/fate_flow/engine/backend/__init__.py index 3154760cd..b8852e0bc 100644 --- a/python/fate_flow/engine/computing/__init__.py +++ b/python/fate_flow/engine/backend/__init__.py @@ -12,7 +12,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.engine.computing._session import build_engine +from fate_flow.engine.backend._session import build_engine __all__ = [ "build_engine", diff --git a/python/fate_flow/engine/computing/_base.py b/python/fate_flow/engine/backend/_base.py similarity index 100% rename from python/fate_flow/engine/computing/_base.py rename to python/fate_flow/engine/backend/_base.py diff --git a/python/fate_flow/engine/computing/_eggroll.py b/python/fate_flow/engine/backend/_eggroll.py similarity index 98% rename from python/fate_flow/engine/computing/_eggroll.py rename to python/fate_flow/engine/backend/_eggroll.py index 52c1abea3..138715630 100644 --- a/python/fate_flow/engine/computing/_eggroll.py +++ b/python/fate_flow/engine/backend/_eggroll.py @@ -16,7 +16,7 @@ import yaml from fate_flow.db.db_models import Task -from fate_flow.engine.computing._base import EngineABC, LocalEngine +from fate_flow.engine.backend._base import EngineABC, LocalEngine from fate_flow.entity.types import ProviderDevice, TaskStatus, WorkerName from fate_flow.entity.code import KillProcessRetCode from fate_flow.manager.service.worker_manager import WorkerManager diff --git a/python/fate_flow/engine/computing/_session.py b/python/fate_flow/engine/backend/_session.py similarity index 91% rename from python/fate_flow/engine/computing/_session.py rename to python/fate_flow/engine/backend/_session.py index 1d324e499..0857bdaa2 100644 --- a/python/fate_flow/engine/computing/_session.py +++ b/python/fate_flow/engine/backend/_session.py @@ -13,8 +13,8 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.engine.computing._eggroll import ContainerdEggrollEngine, LocalEggrollEngine -from fate_flow.engine.computing._spark import LocalSparkEngine +from fate_flow.engine.backend._eggroll import ContainerdEggrollEngine, LocalEggrollEngine +from fate_flow.engine.backend._spark import LocalSparkEngine from fate_flow.entity.types import ComputingEngine, EngineType, ProviderDevice from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.component_provider import ComponentProvider diff --git a/python/fate_flow/engine/computing/_spark.py b/python/fate_flow/engine/backend/_spark.py similarity index 98% rename from python/fate_flow/engine/computing/_spark.py rename to python/fate_flow/engine/backend/_spark.py index f1f57272f..7be88e900 100644 --- a/python/fate_flow/engine/computing/_spark.py +++ b/python/fate_flow/engine/backend/_spark.py @@ -16,7 +16,7 @@ import os from fate_flow.db.db_models import Task -from fate_flow.engine.computing._base import LocalEngine +from fate_flow.engine.backend._base import LocalEngine from fate_flow.entity.code import KillProcessRetCode from fate_flow.entity.types import TaskStatus, WorkerName from fate_flow.manager.service.worker_manager import WorkerManager diff --git a/python/fate_flow/engine/devices/__init__.py b/python/fate_flow/engine/devices/__init__.py new file mode 100644 index 000000000..a88fd885c --- /dev/null +++ b/python/fate_flow/engine/devices/__init__.py @@ -0,0 +1,34 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from fate_flow.entity.types import ProviderDevice +from fate_flow.manager.service.provider_manager import ProviderManager + + +def build_engine(provider_name: str): + provider = ProviderManager.get_provider_by_provider_name(provider_name) + + if provider.device in {ProviderDevice.DOCKER, ProviderDevice.K8S}: + from fate_flow.engine.devices._container import ContainerdEngine + engine_session = ContainerdEngine(provider) + + elif provider.device in {ProviderDevice.LOCAL}: + from fate_flow.engine.devices._local import LocalEngine + engine_session = LocalEngine(provider) + + else: + raise ValueError(f'engine device "{provider.device}" is not supported') + + return engine_session + diff --git a/python/fate_flow/engine/devices/_base.py b/python/fate_flow/engine/devices/_base.py new file mode 100644 index 000000000..80f2ea161 --- /dev/null +++ b/python/fate_flow/engine/devices/_base.py @@ -0,0 +1,37 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + + +import abc +import sys +import typing + +from fate_flow.db.db_models import Task +from fate_flow.entity.types import ProviderName + + +class EngineABC(metaclass=abc.ABCMeta): + @abc.abstractmethod + def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs) -> typing.Dict: + ... + + @abc.abstractmethod + def kill(self, task: Task): + ... + + @abc.abstractmethod + def is_alive(self, task: Task): + ... diff --git a/python/fate_flow/engine/devices/_container.py b/python/fate_flow/engine/devices/_container.py new file mode 100644 index 000000000..c17b0d08b --- /dev/null +++ b/python/fate_flow/engine/devices/_container.py @@ -0,0 +1,76 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import yaml + +from fate_flow.db.db_models import Task +from fate_flow.engine.devices._base import EngineABC +from fate_flow.entity.types import ProviderDevice +from fate_flow.runtime.runtime_config import RuntimeConfig +from fate_flow.utils.log_utils import schedule_logger + + +class ContainerdEngine(EngineABC): + def __init__(self, provider): + if provider.device == ProviderDevice.DOCKER: + from fate_flow.manager.container.docker_manager import DockerManager + self.manager = DockerManager(provider) + elif provider.device == ProviderDevice.K8S: + from fate_flow.manager.container.k8s_manager import K8sManager + self.manager = K8sManager(provider) + else: + raise ValueError(f'worker "{provider.device}" is not supported') + + @staticmethod + def _get_name(task: Task): + return f'{task.f_role}-{task.f_party_id}-{task.f_task_id}-{task.f_task_version}' + + @staticmethod + def _get_command(task: Task): + return [ + '-m', + 'fate.components', + 'component', + 'execute', + '--process-tag', + task.f_execution_id, + '--env-name', + 'FATE_TASK_CONFIG', + ] + + @staticmethod + def _get_environment(task: Task, run_parameters): + return { + 'FATE_JOB_ID': task.f_job_id, + 'FATE_TASK_CONFIG': yaml.dump(run_parameters), + } + + def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): + name = self._get_name(task) + cmd = self._get_command(task) + env = self._get_environment(task, run_parameters) + schedule_logger(job_id=task.f_job_id).info(f"start run container {name}, cmd: {cmd}, env: {env}") + self.manager.start(name, cmd, env) + return { + 'run_ip': RuntimeConfig.JOB_SERVER_HOST, + 'cmd': cmd + } + + def kill(self, task: Task): + self.manager.stop(self._get_name(task)) + + def is_alive(self, task: Task): + return self.manager.is_running(self._get_name(task)) + diff --git a/python/fate_flow/engine/devices/_local.py b/python/fate_flow/engine/devices/_local.py new file mode 100644 index 000000000..74328e500 --- /dev/null +++ b/python/fate_flow/engine/devices/_local.py @@ -0,0 +1,61 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import sys + +from fate_flow.db.db_models import Task +from fate_flow.engine.devices._base import EngineABC +from fate_flow.entity.types import TaskStatus, WorkerName, ProviderName +from fate_flow.entity.code import KillProcessRetCode +from fate_flow.manager.service.worker_manager import WorkerManager +from fate_flow.runtime.component_provider import ComponentProvider +from fate_flow.utils import job_utils, process_utils + + +class LocalEngine(EngineABC): + def __init__(self, provider: ComponentProvider): + self.provider = provider + + def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): + return WorkerManager.start_task_worker( + worker_name=WorkerName.TASK_ENTRYPOINT, + task=task, + extra_env={"PYTHONPATH": self.provider.python_path}, + executable=[self.provider.python_env], + common_cmd=self.generate_cmd(), + task_parameters=run_parameters + ) + + def kill(self, task): + kill_status_code = process_utils.kill_task_executor_process(task) + # session stop + if kill_status_code is KillProcessRetCode.KILLED or task.f_status not in {TaskStatus.WAITING}: + job_utils.start_session_stop(task) + + def is_alive(self, task): + return process_utils.check_process(pid=int(task.f_run_pid), task=task) + + @staticmethod + def generate_cmd(): + from fate_flow.entrypoint.runner import Submit + module_file_path = sys.modules[Submit.__module__].__file__ + common_cmd = [ + module_file_path, + "component", + "entrypoint", + "--env-name", + "FATE_TASK_CONFIG", + ] + return common_cmd diff --git a/python/fate_flow/engine/storage/__init__.py b/python/fate_flow/engine/storage/__init__.py index 59569702b..c0a20451c 100644 --- a/python/fate_flow/engine/storage/__init__.py +++ b/python/fate_flow/engine/storage/__init__.py @@ -15,5 +15,3 @@ from fate_flow.engine.storage._types import EggRollStoreType, StorageEngine, StandaloneStoreType, StorageTableOrigin from fate_flow.engine.storage._table import StorageTableBase, StorageTableMeta from fate_flow.engine.storage._session import StorageSessionBase, Session - - diff --git a/python/fate_flow/engine/abc/_storage.py b/python/fate_flow/engine/storage/_abc.py similarity index 100% rename from python/fate_flow/engine/abc/_storage.py rename to python/fate_flow/engine/storage/_abc.py diff --git a/python/fate_flow/engine/storage/_session.py b/python/fate_flow/engine/storage/_session.py index 11c7b13fb..a293399d4 100644 --- a/python/fate_flow/engine/storage/_session.py +++ b/python/fate_flow/engine/storage/_session.py @@ -20,7 +20,7 @@ from fate_flow.db.base_models import DB from fate_flow.db.storage_models import SessionRecord -from fate_flow.engine.abc import StorageSessionABC, StorageTableABC, StorageTableMetaABC +from fate_flow.engine.storage._abc import StorageSessionABC, StorageTableABC, StorageTableMetaABC from fate_flow.engine.storage._table import StorageTableMeta from fate_flow.entity.types import EngineType, StorageEngine diff --git a/python/fate_flow/engine/storage/_table.py b/python/fate_flow/engine/storage/_table.py index 8ab4519df..b6168b23f 100644 --- a/python/fate_flow/engine/storage/_table.py +++ b/python/fate_flow/engine/storage/_table.py @@ -22,7 +22,7 @@ from fate_flow.db.base_models import DB from fate_flow.db.storage_models import StorageTableMetaModel -from fate_flow.engine.abc import StorageTableMetaABC, StorageTableABC +from fate_flow.engine.storage._abc import StorageTableMetaABC, StorageTableABC from fate_flow.engine.relation_ship import Relationship from fate_flow.entity.types import AddressABC @@ -50,10 +50,6 @@ def __init__(self, name, namespace, address, partitions, options, engine, store_ def name(self): return self._name - @property - def meta_name(self): - return f"{self.name}.meta" - @property def namespace(self): return self._namespace diff --git a/python/fate_flow/entity/spec/__init__.py b/python/fate_flow/entity/spec/__init__.py index f619d6e90..10a67b15e 100644 --- a/python/fate_flow/entity/spec/__init__.py +++ b/python/fate_flow/entity/spec/__init__.py @@ -17,5 +17,4 @@ from ._model import * from ._provider import * from ._scheduler import * -from ._flow_task import * from ._model_storage import * diff --git a/python/fate_flow/entity/spec/_dag.py b/python/fate_flow/entity/spec/_dag.py index 0163c8719..6d36221c5 100644 --- a/python/fate_flow/entity/spec/_dag.py +++ b/python/fate_flow/entity/spec/_dag.py @@ -12,90 +12,11 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import logging.config +import os.path from typing import Optional, Dict, List, Union, Any, Literal, TypeVar from pydantic import BaseModel -# task -class IOArtifact(BaseModel): - name: str - uri: str - metadata: Optional[dict] - - -class InputSpec(BaseModel): - parameters: Optional[Dict[str, Any]] - artifacts: Optional[IOArtifact] - - -class TaskRuntimeInputSpec(BaseModel): - parameters: Optional[Dict[str, Any]] - artifacts: Optional[Dict[str, IOArtifact]] - - -class TaskRuntimeOutputSpec(BaseModel): - artifacts: Dict[str, IOArtifact] - - -class MLMDSpec(BaseModel): - type: str - metadata: Dict[str, Any] - - -class LOGGERSpec(BaseModel): - type: str - metadata: Dict[str, Any] - - -class ComputingBackendSpec(BaseModel): - type: str - metadata: Dict[str, Any] - - -class FederationBackendSpec(BaseModel): - type: str - metadata: Dict[str, Any] - - -class OutputModelSpec(BaseModel): - type: str - metadata: Dict[str, str] - - -class OutputMetricSpec(BaseModel): - type: str - metadata: Dict[str, str] - - -class OutputDataSpec(BaseModel): - type: str - metadata: Dict[str, str] - - -class OutputSpec(BaseModel): - model: OutputModelSpec - metric: OutputMetricSpec - data: OutputDataSpec - - -class RuntimeConfSpec(BaseModel): - output: OutputSpec - mlmd: MLMDSpec - logger: LOGGERSpec - device: Dict[str, str] - computing: ComputingBackendSpec - federation: FederationBackendSpec - - -class TaskScheduleSpec(BaseModel): - job_id: Optional[str] - task_id: Optional[str] - party_task_id: Optional[str] - component: Optional[str] - role: Optional[str] - stage: Optional[str] - party_id: Optional[str] - inputs: Optional[TaskRuntimeInputSpec] - conf: RuntimeConfSpec # component class ParameterSpec(BaseModel): @@ -140,6 +61,7 @@ class RuntimeInputDefinition(BaseModel): parameters: Optional[Dict[str, Any]] artifacts: Optional[Dict[str, Dict[str, RuntimeOutputChannelSpec]]] + # dag class PartySpec(BaseModel): role: Union[Literal["guest", "host", "arbiter", "local"]] @@ -199,6 +121,9 @@ class InheritConfSpec(BaseModel): class JobConfSpec(BaseModel): + class PipelineModel(BaseModel): + model_id: str + model_version: Union[str, int] priority: Optional[int] scheduler_party_id: Optional[str] initiator_party_id: Optional[str] @@ -209,6 +134,7 @@ class JobConfSpec(BaseModel): auto_retries: Optional[int] model_id: Optional[str] model_version: Optional[Union[str, int]] + model_warehouse: Optional[PipelineModel] task: Optional[TaskConfSpec] @@ -223,3 +149,170 @@ class DAGSpec(BaseModel): class DAGSchema(BaseModel): dag: DAGSpec schema_version: str + + +# task +class MLMDSpec(BaseModel): + class MLMDMetadata: + host: Optional[str] + port: Optional[int] + protocol: Optional[str] + type: str + metadata: Dict[str, Any] + + +class ComputingBackendSpec(BaseModel): + type: str + metadata: Dict[str, Any] + + +class DirectoryDataPool(BaseModel): + class DirectoryDataPoolMetadata(BaseModel): + uri: str + format: str = "csv" + name_template: str = "{name}" # `name` and `uuid` allowed in template + + type: Literal["directory"] + metadata: DirectoryDataPoolMetadata + + +class CustomDataPool(BaseModel): + type: Literal["custom"] + metadata: dict + + +class DirectoryModelPool(BaseModel): + class DirectoryDataPoolMetadata(BaseModel): + uri: str + format: str = "json" + name_template: str = "{name}" # `name` and `uuid` allowed in template + + type: Literal["directory"] + metadata: DirectoryDataPoolMetadata + + +class DirectoryMetricPool(BaseModel): + class DirectoryDataPoolMetadata(BaseModel): + uri: str + format: str = "json" + name_template: str = "{name}" # `name` and `uuid` allowed in template + + type: Literal["directory"] + metadata: DirectoryDataPoolMetadata + + +class CustomModelPool(BaseModel): + type: Literal["custom"] + metadata: dict + + +class CustomMetricPool(BaseModel): + type: Literal["custom"] + metadata: dict + + +class TaskArtifactSpec(BaseModel): + name: str + uri: str + metadata: Optional[dict] = None + + +class FlowLogger(BaseModel): + class FlowLoggerMetadata(BaseModel): + basepath: str + level: Literal["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"] + + type: Literal["flow"] + metadata: FlowLoggerMetadata + + def install(self): + os.makedirs(self.metadata.basepath, exist_ok=True) + levels = ["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"] + formatters = {"brief": {"format": "'%(asctime)s %(levelname)-8s %(name)s:%(lineno)s %(message)s'"}} + handlers = {} + filters = {} + + def add_file_handler( + name, + filename, + level, + formater="brief", + filters=[] + ): + handlers[name] = { + "class": "logging.FileHandler", + "level": level, + "formatter": formater, + "filters": filters, + "filename": filename + } + + # add root logger + root_handlers = [] + root_base_path = os.path.join(self.metadata.basepath, "root") + os.makedirs(root_base_path, exist_ok=True) + for level in levels: + handler_name = f"root_{level.lower()}" + add_file_handler( + name=handler_name, + filename=os.path.join(root_base_path, level), + level=level, + ) + root_handlers.append(handler_name) + + # add component logger + component_handlers = [] + component_base_path = os.path.join(self.metadata.basepath, "component") + os.makedirs(component_base_path, exist_ok=True) + filters["components"] = {"name": "fate_flow.components"} + for level in levels: + handler_name = f"component_{level.lower()}" + add_file_handler( + name=handler_name, + filename=os.path.join(component_base_path, level), + level=level, + ) + component_handlers.append(handler_name) + component_loggers = { + "fate_flow.components": dict( + handlers=component_handlers, + filters=["components"], + level=self.metadata.level, + ) + } + + logging.config.dictConfig( + dict( + version=1, + formatters=formatters, + handlers=handlers, + filters=filters, + loggers=component_loggers, + root=dict(handlers=root_handlers, level=self.metadata.level), + disable_existing_loggers=False, + ) + ) + + +class TaskConfigSpec(BaseModel): + class TaskInputsSpec(BaseModel): + parameters: Dict[str, Any] = {} + artifacts: Dict[str, Union[TaskArtifactSpec, List[TaskArtifactSpec], InputChannelSpec]] = {} + + class TaskConfSpec(BaseModel): + mlmd: MLMDSpec + device: Any + computing: Any + federation: Any + logger: FlowLogger + model_id: Optional[str] = "" + model_version: Optional[str] = "" + job_id: Optional[str] = "" + task_id: str + party_task_id: str + component: str + role: str + party_id: str + stage: str = "default" + inputs: TaskInputsSpec = TaskInputsSpec(parameters={}, artifacts={}) + conf: TaskConfSpec \ No newline at end of file diff --git a/python/fate_flow/entity/spec/_flow_task.py b/python/fate_flow/entity/spec/_flow_task.py deleted file mode 100644 index d687a5883..000000000 --- a/python/fate_flow/entity/spec/_flow_task.py +++ /dev/null @@ -1,178 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import logging -import logging.config -import pathlib -from typing import Any, Dict, List, Union, Literal, Optional - -import pydantic - - -class DirectoryDataPool(pydantic.BaseModel): - class DirectoryDataPoolMetadata(pydantic.BaseModel): - uri: str - format: str = "csv" - name_template: str = "{name}" # `name` and `uuid` allowed in template - - type: Literal["directory"] - metadata: DirectoryDataPoolMetadata - - -class CustomDataPool(pydantic.BaseModel): - type: Literal["custom"] - metadata: dict - - -class DirectoryModelPool(pydantic.BaseModel): - class DirectoryDataPoolMetadata(pydantic.BaseModel): - uri: str - format: str = "json" - name_template: str = "{name}" # `name` and `uuid` allowed in template - - type: Literal["directory"] - metadata: DirectoryDataPoolMetadata - - -class DirectoryMetricPool(pydantic.BaseModel): - class DirectoryDataPoolMetadata(pydantic.BaseModel): - uri: str - format: str = "json" - name_template: str = "{name}" # `name` and `uuid` allowed in template - - type: Literal["directory"] - metadata: DirectoryDataPoolMetadata - - -class CustomModelPool(pydantic.BaseModel): - type: Literal["custom"] - metadata: dict - - -class CustomMetricPool(pydantic.BaseModel): - type: Literal["custom"] - metadata: dict - - -class OutputPoolConf(pydantic.BaseModel): - data: Union[DirectoryDataPool, CustomDataPool] - model: Union[DirectoryModelPool, CustomModelPool] - metric: Union[DirectoryMetricPool, CustomMetricPool] - - -class ArtifactSpec(pydantic.BaseModel): - name: str - uri: str - metadata: Optional[dict] = None - - -class FlowLogger(pydantic.BaseModel): - class FlowLoggerMetadata(pydantic.BaseModel): - basepath: pydantic.DirectoryPath - level: Literal["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"] - - @pydantic.validator("basepath", pre=True) - def create_basepath(cls, value): - pathlib.Path(value).mkdir(parents=True, exist_ok=True) - return value - - type: Literal["flow"] - metadata: FlowLoggerMetadata - - def install(self): - self.metadata.basepath.mkdir(parents=True, exist_ok=True) - levels = ["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"] - formatters = {"brief": {"format": "'%(asctime)s %(levelname)-8s %(name)s:%(lineno)s %(message)s'"}} - handlers = {} - filters = {} - - def add_file_handler( - name, - filename, - level, - formater="brief", - filters=[] - ): - handlers[name] = { - "class": "logging.FileHandler", - "level": level, - "formatter": formater, - "filters": filters, - "filename": filename - } - - # add root logger - root_handlers = [] - root_base_path = self.metadata.basepath.joinpath("root") - root_base_path.mkdir(parents=True, exist_ok=True) - for level in levels: - handler_name = f"root_{level.lower()}" - add_file_handler( - name=handler_name, - filename=root_base_path.joinpath(level), - level=level, - ) - root_handlers.append(handler_name) - - # add component logger - component_handlers = [] - component_base_path = self.metadata.basepath.joinpath("component") - component_base_path.mkdir(parents=True, exist_ok=True) - filters["components"] = {"name": "fate_flow.components"} - for level in levels: - handler_name = f"component_{level.lower()}" - add_file_handler( - name=handler_name, - filename=component_base_path.joinpath(level), - level=level, - ) - component_handlers.append(handler_name) - component_loggers = { - "fate_flow.components": dict( - handlers=component_handlers, - filters=["components"], - level=self.metadata.level, - ) - } - - logging.config.dictConfig( - dict( - version=1, - formatters=formatters, - handlers=handlers, - filters=filters, - loggers=component_loggers, - root=dict(handlers=root_handlers, level=self.metadata.level), - disable_existing_loggers=False, - ) - ) - - -class TaskConfigSpec(pydantic.BaseModel): - class TaskInputsSpec(pydantic.BaseModel): - parameters: Dict[str, Any] = {} - artifacts: Dict[str, Union[ArtifactSpec, List[ArtifactSpec]]] = {} - - class TaskConfSpec(pydantic.BaseModel): - logger: FlowLogger - output: OutputPoolConf - job_id: Optional[str] = "" - task_id: str - party_task_id: str - component: str - role: str - party_id: str - stage: str = "default" - inputs: TaskInputsSpec = TaskInputsSpec(parameters={}, artifacts={}) - conf: TaskConfSpec diff --git a/python/fate_flow/entity/types/_work.py b/python/fate_flow/entity/types/_work.py index a89e9edda..82a27ddc9 100644 --- a/python/fate_flow/entity/types/_work.py +++ b/python/fate_flow/entity/types/_work.py @@ -22,7 +22,5 @@ class ProcessRole(CustomEnum): class WorkerName(CustomEnum): + TASK_ENTRYPOINT = "task_entrypoint" TASK_EXECUTOR = "task_executor" - TASK_INITIALIZER = "task_initializer" - PROVIDER_REGISTRAR = "provider_registrar" - DEPENDENCE_UPLOAD = "dependence_upload" diff --git a/python/fate_flow/entrypoint/__init__.py b/python/fate_flow/entrypoint/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/fate_flow/entrypoint/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/fate_flow/entrypoint/cli.py b/python/fate_flow/entrypoint/cli.py new file mode 100644 index 000000000..a9f5b1603 --- /dev/null +++ b/python/fate_flow/entrypoint/cli.py @@ -0,0 +1,60 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import logging + +import click + +from fate_flow.entity.spec import TaskConfigSpec +from fate_flow.hub.flow_hub import FlowHub + + +@click.group() +def component(): + """ + Manipulate components: execute, list, generate describe file + """ + + +@component.command() +@click.option("--config", required=False, type=click.File(), help="config path") +@click.option("--env-name", required=False, type=str, help="env name for config") +def entrypoint(config, env_name): + # parse config + configs = {} + load_config_from_env(configs, env_name) + load_config_from_file(configs, config) + task_config = TaskConfigSpec.parse_obj(configs) + task_config.conf.logger.install() + logger = logging.getLogger(__name__) + logger.debug("logger installed") + logger.debug(f"task config: {task_config}") + FlowHub.load_components_wraps(config=task_config).run() + + +def load_config_from_file(configs, config_file): + from ruamel import yaml + + if config_file is not None: + configs.update(yaml.safe_load(config_file)) + return configs + + +def load_config_from_env(configs, env_name): + import os + from ruamel import yaml + + if env_name is not None and os.environ.get(env_name): + configs.update(yaml.safe_load(os.environ[env_name])) + return configs diff --git a/python/fate_flow/entrypoint/runner.py b/python/fate_flow/entrypoint/runner.py new file mode 100644 index 000000000..f62e05204 --- /dev/null +++ b/python/fate_flow/entrypoint/runner.py @@ -0,0 +1,34 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import argparse + +from fate_flow.entity import BaseEntity +from fate_flow.utils.log import getLogger + + +class Submit: + @staticmethod + def run(): + import click + from fate_flow.entrypoint.cli import component + + cli = click.Group() + cli.add_command(component) + cli(prog_name="python -m fate_flow.entrypoint") + + +if __name__ == "__main__": + Submit.run() diff --git a/python/fate_flow/hub/components_wraps/__init__.py b/python/fate_flow/hub/components_wraps/__init__.py new file mode 100644 index 000000000..a40407e4d --- /dev/null +++ b/python/fate_flow/hub/components_wraps/__init__.py @@ -0,0 +1,34 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import abc +from abc import ABCMeta + + +class WrapsABC(metaclass=ABCMeta): + @abc.abstractmethod + def run(self): + ... + + @abc.abstractmethod + def preprocess(self): + ... + + @abc.abstractmethod + def push_output(self): + ... + + @abc.abstractmethod + def run_component(self): + ... diff --git a/python/fate_flow/engine/abc/__init__.py b/python/fate_flow/hub/components_wraps/default/__init__.py similarity index 77% rename from python/fate_flow/engine/abc/__init__.py rename to python/fate_flow/hub/components_wraps/default/__init__.py index 8b2d3d6f9..3cc1a3768 100644 --- a/python/fate_flow/engine/abc/__init__.py +++ b/python/fate_flow/hub/components_wraps/default/__init__.py @@ -12,9 +12,6 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.engine.abc._storage import StorageSessionABC, StorageTableABC, StorageTableMetaABC - -__all__ = [ - "StorageSessionABC", "StorageTableABC", "StorageTableMetaABC" -] +from fate_flow.hub.components_wraps.default._wraps import FlowWraps +__all__ = ["FlowWraps"] diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py new file mode 100644 index 000000000..5cfb4650b --- /dev/null +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -0,0 +1,93 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import logging + +from fate_flow.entity.spec import TaskConfigSpec, ModelWarehouseChannelSpec, RuntimeTaskOutputChannelSpec +from fate_flow.hub.components_wraps import WrapsABC + + +class FlowWraps(WrapsABC): + def __init__(self, config: TaskConfigSpec): + self.config = config + self.mlmd = self.load_mlmd(config.conf.mlmd) + + def run(self): + _config = self.preprocess() + _p = self.run_component() + self.push_output() + + def preprocess(self): + task_artifacts = {} + logging.info(self.config.inputs.artifacts) + for k, v in self.config.inputs.artifacts.items(): + if isinstance(v, dict): + task_artifacts[k] = v + else: + if isinstance(v, ModelWarehouseChannelSpec): + self._input_model(v) + else: + + self._intput_data(v) + logging.info(self.config.inputs.parameters) + logging.info(self.config.inputs.artifacts) + + # model + return {} + + def push_output(self): + # report status + logging.info("success") + resp = self.mlmd.report_task_status(execution_id=self.config.party_task_id, status="success") + logging.info(resp.text) + + def _intput_data(self, meta: RuntimeTaskOutputChannelSpec): + logging.info(f"{meta.producer_task}, {meta.output_artifact_key}") + resp = self.mlmd.query_data_tracking( + job_id=self.config.job_id, + role=self.config.role, + party_id=self.config.party_id, + task_name=meta.producer_task, + output_key=meta.output_artifact_key + ) + logging.info(resp.text) + + def _input_model(self, meta: ModelWarehouseChannelSpec): + logging.info(meta) + + def _output_data(self): + pass + + def _output_model(self): + pass + + def _output_metric(self): + pass + + def _output_logs(self): + pass + + def run_component(self): + return 0 + + @staticmethod + def load_mlmd(mlmd): + if mlmd.type == "flow": + from ofx.api.client import FlowSchedulerApi + client = FlowSchedulerApi( + host=mlmd.metadata.get("host"), + port=mlmd.metadata.get("port"), + protocol=mlmd.metadata.get("protocol"), + api_version=mlmd.metadata.get("api_version")) + return client.worker diff --git a/python/fate_flow/hub/flow_hub.py b/python/fate_flow/hub/flow_hub.py index 9e51cf795..7220859a1 100644 --- a/python/fate_flow/hub/flow_hub.py +++ b/python/fate_flow/hub/flow_hub.py @@ -36,3 +36,9 @@ def load_provider_entrypoint(provider: ComponentProvider): from fate_flow.hub.provider.fate import LocalFateEntrypoint entrypoint = LocalFateEntrypoint(provider) return entrypoint + + @staticmethod + def load_components_wraps(config, name="default"): + if name == "default": + from fate_flow.hub.components_wraps.default import FlowWraps + return FlowWraps(config) diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index cf6ac46ad..41ecd2b77 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -22,17 +22,17 @@ from ._federation import StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, PulsarFederationSpec, \ RabbitMQFederationSpec -from fate_flow.entity.spec import ComponentSpec, RuntimeInputDefinition, ModelWarehouseChannelSpec, InputChannelSpec, DAGSchema,\ - RuntimeTaskOutputChannelSpec, TaskScheduleSpec, TaskRuntimeInputSpec, IOArtifact, OutputSpec, \ - OutputMetricSpec, OutputModelSpec, OutputDataSpec, MLMDSpec, LOGGERSpec, ComputingBackendSpec, \ - RuntimeConfSpec +from fate_flow.entity.spec import ComponentSpec, RuntimeInputDefinition, ModelWarehouseChannelSpec, InputChannelSpec, \ + DAGSchema, RuntimeTaskOutputChannelSpec, TaskArtifactSpec, TaskConfigSpec, MLMDSpec, \ + FlowLogger, ComputingBackendSpec from fate_flow.manager.service.output_manager import OutputDataTracking from fate_flow.operation.job_saver import JobSaver from fate_flow.runtime.job_default_config import JobDefaultConfig -from fate_flow.runtime.system_settings import ENGINES, LOCAL_DATA_STORE_PATH, BASE_URI, PROXY, FATE_FLOW_CONF_PATH +from fate_flow.runtime.system_settings import ENGINES, BASE_URI, PROXY, FATE_FLOW_CONF_PATH, HOST, HTTP_PORT, PROTOCOL, \ + API_VERSION from fate_flow.utils import job_utils, file_utils -from fate_flow.entity.types import StorageEngine, EngineType, FederationEngine, DataSet +from fate_flow.entity.types import EngineType, FederationEngine, DataSet from fate_flow.entity.spec import SchedulerInfoSpec from fate_flow.utils.log_utils import schedule_logger from .. import TaskParserABC, JobParserABC @@ -206,67 +206,19 @@ def get_artifacts_data(self, name, channel: InputChannelSpec): role=self.role, party_id=self.party_id, job_id=job_id) if data: data = data[-1] - return IOArtifact(name=name, uri=data.f_uri, metadata=data.f_meta).dict() + return TaskArtifactSpec(name=name, uri=data.f_uri, metadata=data.f_meta).dict() return {} - def generate_task_outputs(self): - return OutputSpec( - model=self.get_output_model_store_conf(), - data=self.get_output_data_store_conf(), - metric=self.get_output_data_metric_conf(), - ) - - def get_output_model_store_conf(self): - model_id, model_version = job_utils.generate_model_info(job_id=self.job_id) - _type = JobDefaultConfig.task_default_conf.get("output").get("model").get("type") - _format = JobDefaultConfig.task_default_conf.get("output").get("model").get("format") - - return OutputModelSpec( - type=_type, - metadata={ - "uri": f"{BASE_URI}/worker/task/model/{model_id}/{str(model_version)}/{self.execution_id}", - "format": _format - } - ) - - def get_output_data_store_conf(self): - _type = JobDefaultConfig.task_default_conf.get("output").get("data").get("type") - _format = JobDefaultConfig.task_default_conf.get("output").get("data").get("format") - - if ENGINES.get(EngineType.STORAGE) in [StorageEngine.STANDALONE, StorageEngine.LOCALFS]: - os.makedirs(os.path.join(LOCAL_DATA_STORE_PATH, self.job_id, self.execution_id), exist_ok=True) - return OutputDataSpec(type=_type, metadata={ - "uri": f"file:///{LOCAL_DATA_STORE_PATH}/{self.job_id}/{self.execution_id}", - "format": _format - }) - elif ENGINES.get(EngineType.STORAGE) == StorageEngine.EGGROLL: - return OutputDataSpec(type=_type, metadata={ - "uri": f"eggroll:///output_data_{self.execution_id}", - "format": _format - }) - - def get_output_data_metric_conf(self): - _type = JobDefaultConfig.task_default_conf.get("output").get("metric").get("type") - _format = JobDefaultConfig.task_default_conf.get("output").get("metric").get("format") - - return OutputMetricSpec( - type=_type, - metadata={ - "uri": f"{BASE_URI}/worker/task/metric/{self.job_id}/{self.role}/" - f"{self.party_id}/{self.task_name}/{self.task_id}/{self.task_version}", - "format": _format - }) - @staticmethod def generate_mlmd(): _type = "flow" - _statu_uri = f"{BASE_URI}/worker/task/status" - _tracking_uri = f'{BASE_URI}/worker/task/output/tracking' return MLMDSpec( type=_type, metadata={ - "statu_uri": _statu_uri, - "tracking_uri": _tracking_uri + "host": HOST, + "port": HTTP_PORT, + "protocol": PROTOCOL, + "api_version": API_VERSION }) def generate_logger_conf(self): @@ -274,7 +226,7 @@ def generate_logger_conf(self): log_dir = job_utils.get_job_log_directory(self.job_id, self.role, self.party_id, self.task_name) if logger_conf.get("metadata"): logger_conf.get("metadata").update({"basepath": log_dir}) - return LOGGERSpec(**logger_conf) + return FlowLogger(**logger_conf) @staticmethod def generate_device(): @@ -337,8 +289,7 @@ def generate_federation_conf(self): @property def task_conf(self): - return RuntimeConfSpec( - output=self.generate_task_outputs(), + return TaskConfigSpec.TaskConfSpec( mlmd=self.generate_mlmd(), logger=self.generate_logger_conf(), device=self.generate_device(), @@ -347,8 +298,10 @@ def task_conf(self): ) @property - def task_parameters(self) -> TaskScheduleSpec: - return TaskScheduleSpec( + def task_parameters(self) -> TaskConfigSpec: + return TaskConfigSpec( + model_id="", + model_version="", job_id=self.job_id, task_id=self.task_id, party_task_id=self.execution_id, @@ -356,7 +309,7 @@ def task_parameters(self) -> TaskScheduleSpec: role=self.role, stage=self.stage, party_id=self.party_id, - inputs=TaskRuntimeInputSpec(parameters=self.input_parameters).dict(), + inputs=TaskConfigSpec.TaskInputsSpec(parameters=self.input_parameters, artifacts=self.task_node.upstream_inputs).dict(), conf=self.task_conf ) diff --git a/python/fate_flow/hub/scheduler/default/_scheduler.py b/python/fate_flow/hub/scheduler/default/_scheduler.py index 34cbe930b..feaca3e29 100644 --- a/python/fate_flow/hub/scheduler/default/_scheduler.py +++ b/python/fate_flow/hub/scheduler/default/_scheduler.py @@ -17,7 +17,7 @@ from fate_flow.controller.task_controller import TaskController from fate_flow.entity.code import SchedulingStatusCode, FederatedSchedulingStatusCode -from fate_flow.entity.spec import DAGSchema +from fate_flow.entity.spec import DAGSchema, JobConfSpec from fate_flow.db.base_models import DB from fate_flow.db.schedule_models import ScheduleJob, ScheduleTaskStatus from fate_flow.entity.types import StatusSet, JobStatus, TaskStatus, EndStatus, InterruptStatus, ResourceOperation, \ diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/model/handel/_base.py index f168dadb3..3f1a8a1cc 100644 --- a/python/fate_flow/manager/model/handel/_base.py +++ b/python/fate_flow/manager/model/handel/_base.py @@ -35,15 +35,16 @@ def name(self): def file_key(model_id, model_version, dir_name, file_name): return os.path.join(model_id, model_version, dir_name, file_name) - def download(self, model_id=None, model_version=None, dir_name=None, file_name=None, storage_key=None): - if not storage_key: - storage_key = self.file_key(model_id, model_version, dir_name, file_name) - return self._download(storage_key=storage_key) + def download(self, model_id, model_version, role, party_id, task_name, output_key): + model_metas = ModelMeta.query(model_id=model_id, model_version=model_version, task_name=task_name, + output_key=output_key, role=role, party_id=party_id) + return self._download(storage_key=model_metas[0].f_storage_key) - def upload(self, model_file: FileStorage, dir_name, file_name, model_id, model_version): - storage_key = self.file_key(model_id, model_version, dir_name, file_name) + def upload(self, model_file: FileStorage, job_id, task_name, output_key, model_id, model_version, meta_data): + storage_key = self.file_key(model_id, model_version, task_name, output_key) model_meta = self._upload(model_file=model_file, storage_key=storage_key) - self.log_meta(model_meta, storage_key) + self.log_meta(model_meta, storage_key, job_id=job_id, task_name=task_name, model_id=model_id, + model_version=model_version, output_key=output_key, meta_data=meta_data) def save_as(self, storage_key, dir_path): file_path = os.path.join(dir_path, storage_key) @@ -62,29 +63,20 @@ def delete(self, job_id, role, party_id, task_name): self._delete(storage_key=meta.f_storage_key) self.delete_meta(job_id=job_id, role=role, party_id=party_id, task_name=task_name, storage_engine=self.name) - def log_meta(self, model_meta: MLModelSpec, storage_key: str, model_id=None, model_version=None): - model_info = {"storage_key": storage_key, "storage_engine": self.name} - if model_id and model_version: - model_info.update({ - "model_id": model_id, - "model_version": model_version, - "job_id": "", # todo: log job id by meta - "role": model_meta.party.role, - "party_id": model_meta.party.partyid, - "task_name": model_meta.party.models[0].name # todo - }) - else: - execution_id = model_meta.party.party_task_id - task = JobSaver.query_task_by_execution_id(execution_id=execution_id) - job = JobSaver.query_job(job_id=task.f_job_id, role=task.f_role, party_id=task.f_party_id)[0] - model_info.update({ - "model_id": job.f_model_id, - "model_version": job.f_model_version, - "job_id": task.f_job_id, - "role": task.f_role, - "party_id": task.f_party_id, - "task_name": task.f_task_name - }) + def log_meta(self, model_meta: MLModelSpec, storage_key, model_id, model_version, job_id, task_name, output_key, + meta_data): + model_info = { + "storage_key": storage_key, + "storage_engine": self.name, + "model_id": model_id, + "model_version": model_version, + "job_id": job_id, + "role": model_meta.party.role, + "party_id": model_meta.party.partyid, + "task_name": task_name, + "output_key": output_key, + "meta_data": meta_data + } ModelMeta.save(**model_info) @staticmethod diff --git a/python/fate_flow/manager/model/model_manager.py b/python/fate_flow/manager/model/model_manager.py index b70f106fe..97cc7c54f 100644 --- a/python/fate_flow/manager/model/model_manager.py +++ b/python/fate_flow/manager/model/model_manager.py @@ -37,12 +37,12 @@ class PipelinedModel(object): raise ValueError(f"Model storage engine {engine} is not supported.") @classmethod - def upload_model(cls, model_file: FileStorage, dir_name: str, file_name: str, model_id, model_version): - return cls.handle.upload(model_file, dir_name, file_name, model_id, model_version) + def upload_model(cls, model_file: FileStorage, job_id: str, task_name, output_key, model_id, model_version, meta_data): + return cls.handle.upload(model_file, job_id, task_name, output_key, model_id, model_version, meta_data) @classmethod - def download_model(cls, model_id, model_version, dir_name, file_name): - return cls.handle.download(model_id, model_version, dir_name, file_name) + def download_model(cls, model_id, model_version, role, party_id, task_name, output_key): + return cls.handle.download(model_id, model_version, role, party_id, task_name, output_key) @classmethod def read_model(cls, job_id, role, party_id, task_name): diff --git a/python/fate_flow/manager/service/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py index ff311d827..63e1b81f8 100644 --- a/python/fate_flow/manager/service/worker_manager.py +++ b/python/fate_flow/manager/service/worker_manager.py @@ -45,11 +45,6 @@ def start_task_worker(cls, worker_name, task: Task, task_parameters, executable, task=task) params_env = cls.get_env(task.f_job_id, task_parameters) extra_env.update(params_env) - if worker_name is WorkerName.TASK_EXECUTOR: - from fate_flow.worker.fate_executor import FateSubmit - module_file_path = sys.modules[FateSubmit.__module__].__file__ - else: - raise Exception(f"not support {worker_name} worker") if executable: process_cmd = executable else: diff --git a/python/ofx/api/models/worker.py b/python/ofx/api/models/worker.py index f86b50a8b..08fa1dc26 100644 --- a/python/ofx/api/models/worker.py +++ b/python/ofx/api/models/worker.py @@ -16,7 +16,7 @@ class Worker(BaseAPI): - def report_task_status(self, status, execution_id, error=None): + def report_task_status(self, status, execution_id, error=""): endpoint = '/worker/task/status' return self.client.post(endpoint=endpoint, json={ "status": status, @@ -30,11 +30,46 @@ def query_task_status(self, execution_id): "execution_id": execution_id, }) - def log_output_artifacts(self, execution_id, type, output_key, uri, meta_data): - return self.client.post(endpoint="/worker/task/output/tracking", json={ - "execution_id": execution_id, - "type": type, - "output_key": output_key, - "uri": uri, - "meta_data": meta_data - }) + def save_model(self, model_id, model_version, execution_id, output_key, model_data, model_path): + with open(model_path, 'rb') as fp: + files = {"file": fp} + return self.client.post( + endpoint="/worker/output/save", + files=files, + json={ + "model_id": model_id, + "model_version": model_version, + "execution_id": execution_id, + "output_key": output_key, + "model_meta": model_data + }) + + def save_data_tracking(self, execution_id, output_key, model_data, uri): + return self.client.post( + endpoint="/worker/data/tracking/save", + json={ + "execution_id": execution_id, + "output_key": output_key, + "model_meta": model_data, + "uri": uri + }) + + def query_data_tracking(self, job_id, role, party_id, task_name, output_key): + return self.client.get( + endpoint="/worker/data/tracking/query", + params={ + "job_id": job_id, + "role": role, + "party_id": party_id, + "task_name": task_name, + "output_key": output_key + }) + + def save_metric(self, execution_id, data, incomplete): + return self.client.post( + endpoint="/worker/metric/save", + json={ + "execution_id": execution_id, + "data": data, + "incomplete": incomplete + }) From 6e096eb57896414fdc32c7d8c0a31432ffd91440 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 19 Jun 2023 10:56:42 +0800 Subject: [PATCH 108/482] fateflow: task preprocess Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/data_app.py | 20 +- .../fate_flow/apps/scheduler/scheduler_app.py | 2 - python/fate_flow/components/__init__.py | 211 -------- .../components/components/__init__.py | 3 +- .../fate_flow/components/components/upload.py | 287 ++++++++++- python/fate_flow/components/cpn.py | 461 +----------------- .../components/entrypoint/component.py | 201 +------- .../components/entrypoint/component_cli.py | 60 --- .../fate_flow/components/loader/artifact.py | 41 -- .../fate_flow/components/loader/component.py | 46 -- .../fate_flow/components/loader/mlmd/flow.py | 123 ----- .../components/loader/mlmd/protocol.py | 54 -- python/fate_flow/components/loader/output.py | 117 ----- .../fate_flow/components/params/__init__.py | 76 --- python/fate_flow/components/spec/component.py | 59 --- python/fate_flow/controller/job_controller.py | 3 +- .../fate_flow/controller/task_controller.py | 18 +- python/fate_flow/db/storage_models.py | 5 +- python/fate_flow/engine/backend/__init__.py | 4 +- python/fate_flow/engine/backend/_base.py | 50 +- python/fate_flow/engine/backend/_eggroll.py | 89 +--- python/fate_flow/engine/backend/_session.py | 31 +- python/fate_flow/engine/backend/_spark.py | 24 +- python/fate_flow/engine/devices/_local.py | 5 +- python/fate_flow/engine/storage/__init__.py | 2 +- python/fate_flow/engine/storage/_abc.py | 8 +- python/fate_flow/engine/storage/_table.py | 22 +- python/fate_flow/engine/storage/_types.py | 8 +- python/fate_flow/entity/spec/__init__.py | 11 +- python/fate_flow/entity/spec/_dag.py | 7 +- .../other.py => entity/spec/dag/__init__.py} | 13 +- python/fate_flow/entity/spec/dag/_artifact.py | 93 ++++ .../fate_flow/entity/spec/dag/_computing.py | 48 ++ .../spec/dag/_device.py} | 13 + .../fate_flow/entity/spec/dag/_federation.py | 140 ++++++ python/fate_flow/entity/spec/dag/_job.py | 103 ++++ python/fate_flow/entity/spec/dag/_logger.py | 82 ++++ python/fate_flow/entity/spec/dag/_mlmd.py | 29 ++ python/fate_flow/entity/spec/dag/_output.py | 68 +++ .../__init__.py => entity/spec/dag/_party.py} | 15 +- python/fate_flow/entity/spec/dag/_task.py | 67 +++ python/fate_flow/entity/spec/flow/__init__.py | 21 + .../entity/spec/{ => flow}/_model.py | 0 .../entity/spec/{ => flow}/_provider.py | 0 .../entity/spec/{ => flow}/_scheduler.py | 7 +- .../{_model_storage.py => flow/_storage.py} | 0 python/fate_flow/entity/types/_work.py | 3 +- python/fate_flow/entrypoint/cli.py | 18 + .../hub/components_wraps/default/_wraps.py | 36 +- .../fate_flow/hub/parser/default/_parser.py | 30 +- python/fate_flow/hub/provider/fate.py | 2 +- python/fate_flow/manager/components/base.py | 39 ++ python/fate_flow/manager/components/upload.py | 257 +--------- python/fate_flow/manager/data/data_manager.py | 2 +- .../manager/service/provider_manager.py | 10 +- .../manager/service/worker_manager.py | 83 ++-- .../fate_flow/runtime/component_provider.py | 4 + python/fate_flow/utils/job_utils.py | 4 +- python/fate_flow/utils/process_utils.py | 1 - python/fate_flow/worker/fate_executor.py | 2 - python/fate_flow/worker/fate_flow_executor.py | 2 +- 61 files changed, 1277 insertions(+), 1963 deletions(-) delete mode 100644 python/fate_flow/components/entrypoint/component_cli.py delete mode 100644 python/fate_flow/components/loader/artifact.py delete mode 100644 python/fate_flow/components/loader/component.py delete mode 100644 python/fate_flow/components/loader/mlmd/flow.py delete mode 100644 python/fate_flow/components/loader/mlmd/protocol.py delete mode 100644 python/fate_flow/components/loader/output.py delete mode 100644 python/fate_flow/components/params/__init__.py delete mode 100644 python/fate_flow/components/spec/component.py rename python/fate_flow/{components/loader/other.py => entity/spec/dag/__init__.py} (75%) create mode 100644 python/fate_flow/entity/spec/dag/_artifact.py create mode 100644 python/fate_flow/entity/spec/dag/_computing.py rename python/fate_flow/{components/loader/__init__.py => entity/spec/dag/_device.py} (73%) create mode 100644 python/fate_flow/entity/spec/dag/_federation.py create mode 100644 python/fate_flow/entity/spec/dag/_job.py create mode 100644 python/fate_flow/entity/spec/dag/_logger.py create mode 100644 python/fate_flow/entity/spec/dag/_mlmd.py create mode 100644 python/fate_flow/entity/spec/dag/_output.py rename python/fate_flow/{components/loader/mlmd/__init__.py => entity/spec/dag/_party.py} (67%) create mode 100644 python/fate_flow/entity/spec/dag/_task.py create mode 100644 python/fate_flow/entity/spec/flow/__init__.py rename python/fate_flow/entity/spec/{ => flow}/_model.py (100%) rename python/fate_flow/entity/spec/{ => flow}/_provider.py (100%) rename python/fate_flow/entity/spec/{ => flow}/_scheduler.py (84%) rename python/fate_flow/entity/spec/{_model_storage.py => flow/_storage.py} (100%) create mode 100644 python/fate_flow/manager/components/base.py diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index cb76a1a58..6c97a4de0 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -16,7 +16,7 @@ from webargs import fields from fate_flow.engine import storage -from fate_flow.manager.components.upload import UploadParam, Upload +from fate_flow.manager.components.upload import UploadManager from fate_flow.manager.data.data_manager import DataManager from fate_flow.utils.api_utils import API @@ -26,16 +26,16 @@ @manager.route('/upload', methods=['POST']) @API.Input.json(file=fields.String(required=True)) @API.Input.json(head=fields.Bool(required=True)) -@API.Input.json(namespace=fields.String(required=True)) -@API.Input.json(name=fields.String(required=True)) @API.Input.json(partitions=fields.Integer(required=True)) -@API.Input.json(storage_engine=fields.String(required=False)) -@API.Input.json(destroy=fields.Bool(required=False)) +@API.Input.json(extend_sid=fields.Bool(required=False)) @API.Input.json(meta=fields.Dict(required=True)) -def upload_data(file, head, partitions, namespace, name, meta, destroy=False, storage_engine=""): - data = Upload().run(parameters=UploadParam(file=file, head=head, partitions=partitions, namespace=namespace, - name=name, storage_engine=storage_engine, meta=meta, destroy=destroy)) - return API.Output.json(data=data) +@API.Input.json(namespace=fields.String(required=False)) +@API.Input.json(name=fields.String(required=False)) +def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_sid=False): + result = UploadManager.upload_file( + file=file, head=head, partitions=partitions, meta=meta, namespace=namespace, name=name, extend_sid=extend_sid + ) + return API.Output.json(**result) @manager.route('/download', methods=['GET']) @@ -47,4 +47,4 @@ def download(namespace, name): output_tables_meta={"table": data_table_meta}, tar_file_name=f'download_data_{namespace}_{name}.tar.gz', need_head=True - ) \ No newline at end of file + ) diff --git a/python/fate_flow/apps/scheduler/scheduler_app.py b/python/fate_flow/apps/scheduler/scheduler_app.py index 945d2ceea..d35f11528 100644 --- a/python/fate_flow/apps/scheduler/scheduler_app.py +++ b/python/fate_flow/apps/scheduler/scheduler_app.py @@ -14,8 +14,6 @@ # limitations under the License. from webargs import fields -from fate_flow.entity.code import ReturnCode -from fate_flow.entity.spec import DAGSchema from fate_flow.errors.job import UpdateTaskFailed from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.scheduler.job_scheduler import DAGScheduler diff --git a/python/fate_flow/components/__init__.py b/python/fate_flow/components/__init__.py index c085951ef..ae946a49c 100644 --- a/python/fate_flow/components/__init__.py +++ b/python/fate_flow/components/__init__.py @@ -12,214 +12,3 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from typing import Dict, List, Literal, Optional, Type, TypeVar - -from typing_extensions import Annotated - -T_ROLE = Literal["guest", "host", "arbiter", "local"] -T_STAGE = Literal["train", "predict", "default"] -T_LABEL = Literal["trainable"] - - -class Role: - def __init__(self, name: T_ROLE) -> None: - self.name: T_ROLE = name - - @property - def is_guest(self) -> bool: - return self.name == "guest" - - @property - def is_host(self) -> bool: - return self.name == "host" - - @property - def is_arbiter(self) -> bool: - return self.name == "arbiter" - - @property - def is_local(self) -> bool: - return self.name == "local" - - -GUEST = Role("guest") -HOST = Role("host") -ARBITER = Role("arbiter") -LOCAL = Role("local") - - -class Stage: - def __init__(self, name: str) -> None: - self.name = name - - @property - def is_train(self): - return self.name == "train" - - @property - def is_predict(self): - return self.name == "predict" - - @property - def is_default(self): - return self.name == "default" - - -TRAIN = Stage("train") -PREDICT = Stage("predict") -DEFAULT = Stage("default") - - -class LABELS: - TRAINABLE = "trainable" - - -class OutputAnnotated: - ... - - -class InputAnnotated: - ... - - -T = TypeVar("T") -Output = Annotated[T, OutputAnnotated] -Input = Annotated[T, InputAnnotated] - - -class Artifact: - type: str = "artifact" - """Represents a generic machine learning artifact. - - This class and all artifact classes - store the name, uri, and metadata for a machine learning artifact. - Use this artifact type when an artifact - does not fit into another more specific artifact type (e.g., ``Model``, ``Dataset``). - - Args: - name: Name of the artifact. - uri: The artifact's location on disk or cloud storage. - metadata: Arbitrary key-value pairs about the artifact. - """ - - def __init__( - self, - name: Optional[str] = None, - uri: Optional[str] = None, - metadata: Optional[Dict] = None, - ) -> None: - """Initializes the Artifact with the given name, URI and metadata.""" - self.uri = uri or "" - self.name = name or "" - self.metadata = metadata or {} - - def __str__(self) -> str: - return f"<{type(self).__name__} {dict(name=self.name, uri=self.uri, metadata=self.metadata)}>" - - def __repr__(self) -> str: - return self.__str__() - - -class Artifacts: - type: str - artifact_type: Type[Artifact] - - def __init__(self, artifacts: List[Artifact]) -> None: - self.artifacts = artifacts - - def __str__(self) -> str: - return f"<{type(self).__name__} {self.artifacts}>" - - def __repr__(self) -> str: - return self.__str__() - - -class DatasetArtifact(Artifact): - type = "dataset" - """An artifact representing a machine learning dataset. - - Args: - name: Name of the dataset. - uri: The dataset's location on disk or cloud storage. - metadata: Arbitrary key-value pairs about the dataset. - """ - - def __init__( - self, - name: Optional[str] = None, - uri: Optional[str] = None, - metadata: Optional[Dict] = None, - ) -> None: - super().__init__(uri=uri, name=name, metadata=metadata) - - -class DatasetArtifacts(Artifacts): - type = "datasets" - artifact_type: Type[Artifact] = DatasetArtifact - - -class ModelArtifact(Artifact): - type = "model" - """An artifact representing a machine learning model. - - Args: - name: Name of the model. - uri: The model's location on disk or cloud storage. - metadata: Arbitrary key-value pairs about the model. - """ - - def __init__( - self, - name: Optional[str] = None, - uri: Optional[str] = None, - metadata: Optional[Dict] = None, - ) -> None: - super().__init__(uri=uri, name=name, metadata=metadata) - - -class ModelArtifacts(Artifacts): - type = "models" - - -class MetricArtifact(Artifact): - type = "metric" - - def __init__( - self, - name: Optional[str] = None, - uri: Optional[str] = None, - metadata: Optional[Dict] = None, - ) -> None: - super().__init__(uri=uri, name=name, metadata=metadata) - - -class LossMetrics(MetricArtifact): - type = "loss" - - def __init__( - self, - name: Optional[str] = None, - uri: Optional[str] = None, - metadata: Optional[Dict] = None, - ) -> None: - super().__init__(uri=uri, name=name, metadata=metadata) - - -class ClassificationMetrics(MetricArtifact): - """An artifact for storing classification metrics. - - Args: - name: Name of the metrics artifact. - uri: The metrics artifact's location on disk or cloud storage. - metadata: The key-value scalar metrics. - """ - - type = "classification_metrics" - - def __init__( - self, - name: Optional[str] = None, - uri: Optional[str] = None, - metadata: Optional[Dict] = None, - ): - super().__init__(uri=uri, name=name, metadata=metadata) diff --git a/python/fate_flow/components/components/__init__.py b/python/fate_flow/components/components/__init__.py index 64524f308..68c4d135f 100644 --- a/python/fate_flow/components/components/__init__.py +++ b/python/fate_flow/components/components/__init__.py @@ -13,6 +13,5 @@ # See the License for the specific language governing permissions and # limitations under the License. from .upload import upload -from .download import download -BUILDIN_COMPONENTS = [upload, download] +BUILDIN_COMPONENTS = [upload] diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 8495d9560..13196a7ec 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -12,40 +12,273 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.components import LOCAL, Output, DatasetArtifact, cpn -from fate_flow.manager.components.upload import Upload, UploadParam - - -@cpn.component(roles=[LOCAL]) -@cpn.parameter("path", type=str, default=None, optional=False) -@cpn.parameter("namespace", type=str, default=None, optional=False) -@cpn.parameter("name", type=str, default=None, optional=False) -@cpn.parameter("head", type=bool, default=True, optional=True) -@cpn.parameter("delimiter", type=str, default=",", optional=True) -@cpn.parameter("destroy", type=bool, default=False, optional=True) -@cpn.parameter("partitions", type=int, default=10, optional=True) -@cpn.parameter("extend_sid", type=bool, default=False, optional=True) -@cpn.parameter("meta", type=dict, default={}, optional=True) -@cpn.artifact("output_data", type=Output[DatasetArtifact], roles=[LOCAL]) +import logging +import os +import uuid +from typing import Union + +from fate_flow.components import cpn +from fate_flow.engine.storage import Session, StorageEngine, StorageType, StorageTableMeta, StorageOrigin +from fate_flow.utils.file_utils import get_fate_flow_directory + + +@cpn.component() def upload( - job_id, path, namespace, name, head, delimiter, destroy, partitions, extend_sid, meta, output_data + config ): - upload_data(job_id, path, namespace, name, head, delimiter, destroy, partitions, extend_sid, meta, output_data) + upload_data(config) -def upload_data(job_id, path, namespace, name, head, delimiter, destroy, partitions, extend_sid, meta, output_data): +def upload_data(config): + job_id = config.pop("job_id", "wzh") upload_object = Upload() data = upload_object.run( parameters=UploadParam( - file=path, - head=head, - partitions=partitions, - namespace=namespace, - name=name, - meta=meta, - destroy=destroy, - extend_sid=extend_sid, - delimiter=delimiter + **config ), job_id=job_id ) + + +class Param(object): + def to_dict(self): + d = {} + for k, v in self.__dict__.items(): + if v is None: + continue + d[k] = v + return d + + +class MetaParam(Param): + def __init__( + self, + sample_id_name: str = None, + match_id_name: str = None, + match_id_list: list = None, + match_id_range: int = 0, + label_name: Union[None, str] = None, + label_type: str = "int", + weight_name: Union[None, str] = None, + weight_type: str = "float32", + header: str = None, + delimiter: str = ",", + dtype: Union[str, dict] = "float32", + anonymous_role: str = None, + anonymous_party_id: str = None, + na_values: Union[str, list, dict] = None, + input_format: str = "dense", + tag_with_value: bool = False, + tag_value_delimiter: str = ":" + ): + self.sample_id_name = sample_id_name + self.match_id_name = match_id_name + self.match_id_lis = match_id_list + self.match_id_range = match_id_range + self.label_name = label_name + self.label_type = label_type + self.weight_name = weight_name + self.weight_type = weight_type + self.header = header + self.delimiter = delimiter + self.dtype = dtype + self.anonymous_role = anonymous_role + self.anonymous_party_id = anonymous_party_id + self.na_values = na_values + self.input_format = input_format + self.tag_with_value = tag_with_value + self.tag_value_delimiter = tag_value_delimiter + + +class UploadParam(Param): + def __init__( + self, + namespace="", + name="", + file="", + storage_engine="", + head=1, + partitions=10, + extend_sid=False, + meta: dict = {} + ): + self.name = name + self.namespace = namespace + self.file = file + self.storage_engine = storage_engine + self.head = head + self.partitions = partitions + self.extend_sid = extend_sid + self.meta = MetaParam(**meta) + + +class Upload: + def __init__(self): + self.parameters = None + self.table = None + self.data_meta = {} + + def run(self, parameters: UploadParam, job_id=""): + self.parameters = parameters + logging.info(self.parameters.to_dict()) + + storage_address = {} + if not os.path.isabs(parameters.file): + parameters.file = os.path.join( + get_fate_flow_directory(), parameters.file + ) + name, namespace = parameters.name, parameters.namespace + with Session() as sess: + # clean table + table = sess.get_table(namespace=namespace, name=name) + if table: + logging.info( + f"destroy table name: {name} namespace: {namespace} engine: {table.engine}" + ) + try: + table.destroy() + except Exception as e: + logging.error(e) + else: + logging.info( + f"can not found table name: {name} namespace: {namespace}, pass destroy" + ) + address_dict = storage_address.copy() + storage_engine = self.parameters.storage_engine + storage_session = sess.storage( + storage_engine=storage_engine + ) + if storage_engine in {StorageEngine.EGGROLL, StorageEngine.STANDALONE}: + upload_address = { + "name": name, + "namespace": namespace, + "storage_type": StorageType.TABLE + } + else: + raise RuntimeError(f"can not support this storage engine: {storage_engine}") + address_dict.update(upload_address) + logging.info(f"upload to {storage_engine} storage, address: {address_dict}") + address = StorageTableMeta.create_address( + storage_engine=storage_engine, address_dict=address_dict + ) + self.table = storage_session.create_table( + address=address, + origin=StorageOrigin.UPLOAD, + **self.parameters.to_dict() + ) + data_table_count = self.save_data_table(job_id) + logging.info("------------load data finish!-----------------") + + logging.info("file: {}".format(self.parameters.file)) + logging.info("total data_count: {}".format(data_table_count)) + logging.info("table name: {}, table namespace: {}".format(name, namespace)) + return {"name": name, "namespace": namespace, "count": data_table_count} + + def save_data_table(self, job_id): + input_file = self.parameters.file + input_feature_count = self.get_count(input_file) + self.upload_file(input_file, job_id, input_feature_count) + table_count = self.table.count() + metas_info = { + "count": table_count, + "partitions": self.parameters.partitions + } + if self.parameters.meta: + pass + self.table.meta.update_metas(**metas_info) + return table_count + + def update_schema(self, fp): + read_status = False + if self.parameters.head is True: + data_head = fp.readline() + self.update_table_meta(data_head) + read_status = True + else: + # self.update_table_schema() + pass + return read_status + + def upload_file(self, input_file, job_id, input_feature_count=None, table=None): + if not table: + table = self.table + part_of_data = [] + with open(input_file, "r") as fp: + if self.update_schema(fp): + input_feature_count -= 1 + self.table.put_all(self.kv_generator(input_feature_count, fp, job_id, part_of_data)) + table.meta.update_metas(part_of_data=part_of_data) + + def get_line(self): + if not self.parameters.extend_sid: + line = self.get_data_line + else: + line = self.get_sid_data_line + return line + + @staticmethod + def get_data_line(values, delimiter, **kwargs): + return values[0], delimiter.join(list(map(str, values[1:]))) + + @staticmethod + def get_sid_data_line(values, delimiter, fate_uuid, line_index): + return fate_uuid + str(line_index), delimiter.join(list(map(str, values[1:]))) + + def kv_generator(self, input_feature_count, fp, job_id, part_of_data): + fate_uuid = uuid.uuid1().hex + get_line = self.get_line() + line_index = 0 + logging.info(input_feature_count) + while True: + lines = fp.readlines(104857600) + if lines: + for line in lines: + values = line.rstrip().split(self.parameters.meta.delimiter) + k, v = get_line( + values=values, + line_index=line_index, + delimiter=self.parameters.meta.delimiter, + fate_uuid=fate_uuid, + ) + yield k, v + line_index += 1 + if line_index <= 100: + part_of_data.append((k, v)) + save_progress = line_index / input_feature_count * 100 // 1 + job_info = { + "progress": save_progress, + "job_id": job_id, + "role": "local", + "party_id": 0, + } + logging.info(f"job info: {job_info}") + else: + return + + def get_count(self, input_file): + with open(input_file, "r", encoding="utf-8") as fp: + count = 0 + for line in fp: + count += 1 + return count + + def update_table_meta(self, data_head): + logging.info(f"data head: {data_head}") + schema = self.get_header_schema( + header_line=data_head + ) + self.data_meta.update(self.parameters.meta.to_dict()) + self.data_meta.update(schema) + self.table.meta.update_metas(data_meta=self.data_meta) + + def get_header_schema(self, header_line): + delimiter = self.parameters.meta.delimiter + sample_id_name = self.parameters.meta.sample_id_name + if self.parameters.extend_sid: + sample_id_name = "extend_sid" + header = delimiter.join([sample_id_name, header_line]).strip() + else: + if not sample_id_name: + sample_id_name = header_line.split(delimiter)[0] + header = header_line.strip() + return {'header': header, "sample_id_name": sample_id_name} diff --git a/python/fate_flow/components/cpn.py b/python/fate_flow/components/cpn.py index e7c9cfa28..43fb828ca 100644 --- a/python/fate_flow/components/cpn.py +++ b/python/fate_flow/components/cpn.py @@ -12,479 +12,44 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -# import inspect import logging -from typing import Any, Dict, List, Optional - -import pydantic - -from fate_flow.components import T_ROLE, T_STAGE, Stage, Role, MetricArtifact - - -class ComponentDeclarError(Exception): - ... +from typing import Any +from pydantic import BaseModel -class ComponentApplyError(Exception): - ... +class Params(BaseModel): + class TaskParams(BaseModel): + job_id: str -logger = logging.getLogger(__name__) + component_params: Any + task_params: TaskParams class _Component: def __init__( self, name: str, - roles: List[T_ROLE], - provider, - version, - description, - callback, - parameters: List["_ParameterDeclareClass"], - artifacts: "_ComponentArtifacts", - is_subcomponent: bool = False, + callback ) -> None: - self.is_subcomponent = is_subcomponent self.name = name - self.roles = roles - self.provider = provider - self.version = version - self.description = description self.callback = callback - self.parameters = parameters - if not self.description: - self.description = "" - self.artifacts = artifacts - self.func_args = list(inspect.signature(self.callback).parameters.keys()) - self.stage_components: List[_Component] = [] - - def validate_declare(self): - # validate - if self.func_args[0] != "ctx": - raise ComponentDeclarError("bad component definition, first argument should be `ctx`") - if self.func_args[1] != "role": - raise ComponentDeclarError("bad component definition, second argument should be `role`") - - # assert parameters defined once - _defined = set() - for p in self.parameters: - if p.name in _defined: - raise ComponentDeclarError(f"parameter named `{p.name}` declared multiple times") - _defined.add(p.name) - - # validate func arguments - undeclared_func_parameters = set(self.func_args[2:]) - - def _check_and_remove(name, arg_type): - if name not in undeclared_func_parameters: - raise ComponentDeclarError( - f"{arg_type} named `{name}` declar in decorator, but not found in function's argument" - ) - undeclared_func_parameters.remove(name) - - for parameter in self.parameters: - _check_and_remove(parameter.name, "parameter") - for name in self.artifacts.get_artifacts(): - _check_and_remove(name, "artifact") - if undeclared_func_parameters: - raise ComponentDeclarError( - f"function's arguments `{undeclared_func_parameters}` lack of corresponding parameter or artifact decorator" - ) - - def execute(self, **kwargs): - logger.debug(f"execution arguments: {kwargs}") - return self.callback(**kwargs) - - def dict(self): - return self._flatten_stages()._dict() - - def _flatten_stages(self) -> "_Component": - parameter_mapping = {parameter.name: parameter for parameter in self.parameters} - merged_artifacts = self.artifacts - for stage_cpn in self.stage_components: - stage_cpn = stage_cpn._flatten_stages() - # merge parameters - for parameter in stage_cpn.parameters: - # update or error - if parameter.name not in parameter_mapping: - parameter_mapping[parameter.name] = parameter - else: - parameter_mapping[parameter.name].merge(parameter) - merged_artifacts = merged_artifacts.merge(stage_cpn.artifacts) - - return _Component( - name=self.name, - roles=self.roles, - provider=self.provider, - version=self.version, - description=self.description, - callback=self.callback, - parameters=list(parameter_mapping.values()), - artifacts=merged_artifacts, - is_subcomponent=self.is_subcomponent, - ) - - def _dict(self): - from fate_flow.components import InputAnnotated, OutputAnnotated - from fate_flow.components.spec.component import ( - ArtifactSpec, - ComponentSpec, - ComponentSpecV1, - InputDefinitionsSpec, - OutputDefinitionsSpec, - ParameterSpec, - ) - - input_artifacts = {} - output_artifacts = {} - for _, artifact in self.artifacts.get_artifacts().items(): - annotated = getattr(artifact.type, "__metadata__", [None])[0] - roles = artifact.roles or self.roles - if annotated == OutputAnnotated: - output_artifacts[artifact.name] = ArtifactSpec( - type=artifact.type.type, - optional=artifact.optional, - roles=roles, - stages=artifact.stages, - description=artifact.desc, - ) - elif annotated == InputAnnotated: - input_artifacts[artifact.name] = ArtifactSpec( - type=artifact.type.type, - optional=artifact.optional, - roles=roles, - stages=artifact.stages, - description=artifact.desc, - ) - else: - raise ValueError(f"bad artifact: {artifact}") - - input_parameters = {} - from fate_flow.components.params import Parameter - for parameter in self.parameters: - if isinstance(parameter.type, Parameter): # recomanded - type_name = type(parameter.type).__name__ - type_meta = parameter.type.dict() - else: - type_name = parameter.type.__name__ - type_meta = {} + def execute(self, config): + return self.callback(config) - input_parameters[parameter.name] = ParameterSpec( - type=type_name, - type_meta=type_meta, - default=parameter.default, - optional=parameter.optional, - description=parameter.desc, - ) - - input_definition = InputDefinitionsSpec(parameters=input_parameters, artifacts=input_artifacts) - output_definition = OutputDefinitionsSpec(artifacts=output_artifacts) - component = ComponentSpec( - name=self.name, - description=self.description, - provider=self.provider, - version=self.version, - labels=[], - roles=self.roles, - input_definitions=input_definition, - output_definitions=output_definition, - ) - return ComponentSpecV1(component=component) - - def dump_yaml(self, stream=None): - from io import StringIO - - import ruamel.yaml - - spec = self.dict() - inefficient = False - if stream is None: - inefficient = True - stream = StringIO() - yaml = ruamel.yaml.YAML() - yaml.indent(mapping=2, sequence=4, offset=2) - yaml.dump(spec.dict(), stream=stream) - if inefficient: - return stream.getvalue() - - -def component( - roles: List[Role], - name: Optional[str] = None, - provider: Optional[str] = None, - version: Optional[str] = None, - description: Optional[str] = None, -): - r"""Creates a new :class:`_Component` and uses the decorated function as - callback. This will also automatically attach all decorated - :func:`artifact`\s and :func:`parameter`\s as parameters to the component execution. - - The name of the component defaults to the name of the function. - If you want to change that, you can - pass the intended name as the first argument. - - Once decorated the function turns into a :class:`Component` instance - that can be invoked as a component execution. - - :param name: the name of the component. This defaults to the function - name. - """ - component_roles = [r.name for r in roles] - return _component( - name=name, - roles=component_roles, - provider=provider, - version=version, - description=description, - is_subcomponent=False, - ) - - -def _component(name, roles, provider, version, description, is_subcomponent): - from fate_flow.components import DEFAULT +def component(*args, **kwargs): def decorator(f): - cpn_name = name or f.__name__.lower() + cpn_name = f.__name__.lower() if isinstance(f, _Component): raise TypeError("Attempted to convert a callback into a component twice.") - try: - parameters = f.__component_parameters__ - parameters.reverse() - del f.__component_parameters__ - except AttributeError: - parameters = [] - try: - artifacts = f.__component_artifacts__ - del f.__component_artifacts__ - except AttributeError: - artifacts = _ComponentArtifacts() - - if is_subcomponent: - artifacts.set_stages([cpn_name]) - else: - artifacts.set_stages([DEFAULT.name]) - desc = description - if desc is None: - desc = inspect.getdoc(f) - if isinstance(desc, bytes): - desc = desc.decode("utf-8") - else: - desc = inspect.cleandoc(desc) cpn = _Component( name=cpn_name, - roles=roles, - provider=provider, - version=version, - description=desc, - callback=f, - parameters=parameters, - artifacts=artifacts, - is_subcomponent=is_subcomponent, + callback=f ) cpn.__doc__ = f.__doc__ # cpn.validate_declare() return cpn - - return decorator - - -class _ArtifactDeclareClass(pydantic.BaseModel): - name: str - type: Any - roles: List[T_ROLE] - stages: List[T_STAGE] - desc: str - optional: bool - - def is_active_for(self, stage: Stage, role: Role): - if self.stages is not None and stage.name not in self.stages: - return False - if self.roles and role.name not in self.roles: - return False - return True - - def __str__(self) -> str: - return f"ArtifactDeclare" - - def merge(self, a: "_ArtifactDeclareClass"): - if set(self.roles) != set(a.roles): - raise ComponentDeclarError( - f"artifact {self.name} declare multiple times with different roles: `{self.roles}` vs `{a.roles}`" - ) - if self.optional != a.optional: - raise ComponentDeclarError( - f"artifact {self.name} declare multiple times with different optional: `{self.optional}` vs `{a.optional}`" - ) - if self.type != a.type: - raise ComponentDeclarError( - f"artifact {self.name} declare multiple times with different optional: `{self.type}` vs `{a.type}`" - ) - stages = set(self.stages) - stages.update(a.stages) - stages = list(stages) - return _ArtifactDeclareClass( - name=self.name, type=self.type, roles=self.roles, stages=stages, desc=self.desc, optional=self.optional - ) - - -class _ComponentArtifacts(pydantic.BaseModel): - class Artifacts(pydantic.BaseModel): - data_artifact: Dict[str, _ArtifactDeclareClass] = pydantic.Field(default_factory=dict) - model_artifact: Dict[str, _ArtifactDeclareClass] = pydantic.Field(default_factory=dict) - metric_artifact: Dict[str, _ArtifactDeclareClass] = pydantic.Field(default_factory=dict) - - def add_data(self, artifact): - self.data_artifact[artifact.name] = artifact - - def add_model(self, artifact): - self.model_artifact[artifact.name] = artifact - - def add_metric(self, artifact): - self.metric_artifact[artifact.name] = artifact - - def get_artifact(self, name): - return self.data_artifact.get(name) or self.model_artifact.get(name) or self.metric_artifact.get(name) - - def merge(self, stage_artifacts): - def _merge(a, b): - result = {} - result.update(a) - for k, v in b.items(): - if k not in result: - result[k] = v - else: - result[k] = result[k].merge(v) - return result - - data_artifact = _merge(self.data_artifact, stage_artifacts.data_artifact) - model_artifact = _merge(self.model_artifact, stage_artifacts.model_artifact) - metric_artifact = _merge(self.metric_artifact, stage_artifacts.metric_artifact) - return _ComponentArtifacts.Artifacts( - data_artifact=data_artifact, model_artifact=model_artifact, metric_artifact=metric_artifact - ) - - inputs: Artifacts = pydantic.Field(default_factory=Artifacts) - outputs: Artifacts = pydantic.Field(default_factory=Artifacts) - - def set_stages(self, stages): - def _set_all(artifacts: Dict[str, _ArtifactDeclareClass]): - for _, artifact in artifacts.items(): - artifact.stages = stages - - _set_all(self.inputs.data_artifact) - _set_all(self.inputs.model_artifact) - _set_all(self.inputs.metric_artifact) - _set_all(self.outputs.data_artifact) - _set_all(self.outputs.model_artifact) - _set_all(self.outputs.metric_artifact) - - def get_artifacts(self) -> Dict[str, _ArtifactDeclareClass]: - artifacts = {} - artifacts.update(self.inputs.data_artifact) - artifacts.update(self.inputs.model_artifact) - artifacts.update(self.inputs.metric_artifact) - artifacts.update(self.outputs.data_artifact) - artifacts.update(self.outputs.model_artifact) - artifacts.update(self.outputs.metric_artifact) - return artifacts - - def merge(self, stage_artifacts: "_ComponentArtifacts"): - return _ComponentArtifacts( - inputs=self.inputs.merge(stage_artifacts.inputs), outputs=self.outputs.merge(stage_artifacts.outputs) - ) - - -def artifact(name, type, roles: Optional[List[Role]] = None, desc="", optional=False): - """attaches an artifact to the component.""" - if roles is None: - artifact_roles = [] - else: - artifact_roles = [r.name for r in roles] - - def decorator(f): - description = desc - if description: - description = inspect.cleandoc(description) - if not hasattr(f, "__component_artifacts__"): - f.__component_artifacts__ = _ComponentArtifacts() - - from fate_flow.components import ( - DatasetArtifact, - InputAnnotated, - ModelArtifact, - OutputAnnotated, - ) - - annotates = getattr(type, "__metadata__", [None]) - origin_type = getattr(type, "__origin__") - artifact_dec = _ArtifactDeclareClass( - name=name, type=type, roles=artifact_roles, stages=[], desc=description, optional=optional - ) - if InputAnnotated in annotates: - if issubclass(origin_type, DatasetArtifact): - f.__component_artifacts__.inputs.add_data(artifact_dec) - elif issubclass(origin_type, ModelArtifact): - f.__component_artifacts__.inputs.add_model(artifact_dec) - elif issubclass(origin_type, MetricArtifact): - f.__component_artifacts__.inputs.add_metric(artifact_dec) - else: - raise ValueError(f"bad artifact, name: `{name}`, type: `{type}`") - - elif OutputAnnotated in annotates: - if issubclass(origin_type, DatasetArtifact): - f.__component_artifacts__.outputs.add_data(artifact_dec) - elif issubclass(origin_type, ModelArtifact): - f.__component_artifacts__.outputs.add_model(artifact_dec) - elif issubclass(origin_type, MetricArtifact): - f.__component_artifacts__.outputs.add_metric(artifact_dec) - else: - raise ValueError(f"bad artifact, name: `{name}`, type: `{type}`") - else: - raise ValueError(f"bad artifact, name: `{name}`, type: `{type}`") - return f - - return decorator - - -class _ParameterDeclareClass: - def __init__(self, name, type, default, optional, desc) -> None: - self.name = name - self.type = type - self.default = default - self.optional = optional - self.desc = desc - - def __str__(self) -> str: - return f"Parameter" - - def merge(self, p: "_ParameterDeclareClass"): - if self.default != p.default: - raise ComponentDeclarError( - f"parameter {p.name} declare multiple times with different default: `{self.default}` vs `{p.default}`" - ) - if self.optional != p.optional: - raise ComponentDeclarError( - f"parameter {parameter.name} declare multiple times with different optional: `{self.optional}` vs `{p.optional}`" - ) - if self.type != p.type: - raise ComponentDeclarError( - f"parameter {parameter.name} declare multiple times with different type: `{self.type}` vs `{self.type}`" - ) - return self - - -def parameter(name, type, default=None, optional=True, desc=""): - """attaches an parameter to the component.""" - def decorator(f): - description = desc - if description is not None: - description = inspect.cleandoc(description) - if not hasattr(f, "__component_parameters__"): - f.__component_parameters__ = [] - f.__component_parameters__.append(_ParameterDeclareClass(name, type, default, optional, desc)) - return f - return decorator diff --git a/python/fate_flow/components/entrypoint/component.py b/python/fate_flow/components/entrypoint/component.py index 9c31e61bf..2b6024c5c 100644 --- a/python/fate_flow/components/entrypoint/component.py +++ b/python/fate_flow/components/entrypoint/component.py @@ -13,205 +13,24 @@ # See the License for the specific language governing permissions and # limitations under the License. import logging -import traceback -from typing import Dict, Any -from fate_flow.components import params -from fate_flow.components.loader.artifact import load_artifact -from fate_flow.components.loader.mlmd.protocol import MLMD -from fate_flow.components.loader.other import load_role, load_stage -from fate_flow.components.loader.output import OutputPool, load_pool -from fate_flow.components.cpn import _Component, ComponentApplyError -from fate_flow.components.loader.component import load_component -from fate_flow.components.loader.mlmd.flow import FlowMLMD from fate_flow.entity.spec import TaskConfigSpec logger = logging.getLogger(__name__) def execute_component(config: TaskConfigSpec): - mlmd = FlowMLMD(task_id=config.party_task_id) - logger.debug(f"component={config.component}") - try: - logger.debug("running...") - component = load_component(config.component) + component = load_component(config.component) + cpn_config = config.inputs.parameters + cpn_config["job_id"] = config.job_id + logger.info(f"cpn_config： {cpn_config}") - # fill in outputs - role = load_role(config.role) - stage = load_stage(config.stage) - output_pool = load_pool(config.conf.output) + component.execute(cpn_config) - # parse and validate parameters - input_parameters = parse_input_parameters(mlmd, component, config.inputs.parameters) - # parse and validate inputs - input_data_artifacts = parse_input_data(component, stage, role, config.inputs.artifacts) - input_model_artifacts = parse_input_model(component, stage, role, config.inputs.artifacts) - input_metric_artifacts = parse_input_metric(component, stage, role, config.inputs.artifacts) - # log output artifacts - for name, artifact in input_data_artifacts.items(): - if artifact is not None: - pass - for name, artifact in input_metric_artifacts.items(): - if artifact is not None: - pass +def load_component(cpn_name: str): + from fate_flow.components.components import BUILDIN_COMPONENTS - # fill in outputs - output_data_artifacts = parse_output_data(component, stage, role, output_pool) - output_model_artifacts = parse_output_model(component, stage, role, output_pool) - output_metric_artifacts = parse_output_metric(component, stage, role, output_pool) - - execute_kwargs = {} - execute_kwargs.update(input_parameters) - execute_kwargs.update(input_data_artifacts) - execute_kwargs.update(input_model_artifacts) - execute_kwargs.update(input_metric_artifacts) - execute_kwargs.update(output_data_artifacts) - execute_kwargs.update(output_model_artifacts) - execute_kwargs.update(output_metric_artifacts) - execute_kwargs.update({"job_id": config.job_id}) - logger.info(f"input_parameters test: {input_parameters}") - - component.execute(**execute_kwargs) - # log output artifacts - for name, artifact in output_data_artifacts.items(): - if artifact is not None: - logger.debug(f"log output data: {artifact}") - mlmd.io.log_output_data(name, artifact) - for name, artifact in output_metric_artifacts.items(): - if artifact is not None: - logger.debug(f"log output metric: {artifact}") - mlmd.io.log_output_metric(name, artifact) - - - except Exception as e: - tb = traceback.format_exc() - logger.error(e, exc_info=True) - mlmd.execution_status.log_excution_exception(dict(exception=str(e.args), traceback=tb)) - else: - mlmd.execution_status.log_excution_end() - - -def parse_input_parameters(mlmd: MLMD, cpn: _Component, input_parameters: Dict[str, Any]) -> dict: - execute_parameters = {} - name_parameter_mapping = {parameter.name: parameter for parameter in cpn.parameters} - for arg in cpn.func_args[:]: - if parameter := name_parameter_mapping.get(arg): - parameter_apply = input_parameters.get(arg) - if parameter_apply is None: - if not parameter.optional: - raise ComponentApplyError(f"parameter `{arg}` required, declare: `{parameter}`") - else: - execute_parameters[parameter.name] = parameter.default - mlmd.io.log_input_parameter(parameter.name, parameter.default) - else: - try: - value = params.parse(parameter.type, parameter_apply) - except Exception as e: - raise ComponentApplyError(f"apply value `{parameter_apply}` to parameter `{arg}` failed:\n{e}") - execute_parameters[parameter.name] = value - mlmd.io.log_input_parameter(parameter.name, parameter_apply) - return execute_parameters - - -def parse_input_data(cpn: _Component, stage, role, input_artifacts) -> dict: - - execute_input_data = {} - for arg in cpn.func_args[2:]: - if arti := cpn.artifacts.inputs.data_artifact.get(arg): - execute_input_data[arg] = None - if arti.is_active_for(stage, role): - artifact_apply = input_artifacts.get(arg) - if artifact_apply is not None: - # try apply - try: - execute_input_data[arg] = load_artifact(artifact_apply, arti.type) - except Exception as e: - raise ComponentApplyError( - f"artifact `{arg}` with applying config `{artifact_apply}` can't apply to `{arti}`" - ) from e - continue - else: - if not arti.optional: - raise ComponentApplyError(f"artifact `{arg}` required, declare: `{arti}`") - return execute_input_data - - -def parse_input_model(cpn: _Component, stage, role, input_artifacts) -> dict: - - execute_input_model = {} - for arg in cpn.func_args[2:]: - if arti := cpn.artifacts.inputs.model_artifact.get(arg): - execute_input_model[arg] = None - if arti.is_active_for(stage, role): - artifact_apply = input_artifacts.get(arg) - if artifact_apply is not None: - # try apply - try: - execute_input_model[arg] = load_artifact(artifact_apply, arti.type) - except Exception as e: - raise ComponentApplyError( - f"artifact `{arg}` with applying config `{artifact_apply}` can't apply to `{arti}`" - ) from e - continue - else: - if not arti.optional: - raise ComponentApplyError(f"artifact `{arg}` required, declare: `{arti}`") - return execute_input_model - - -def parse_input_metric(cpn: _Component, stage, role, input_artifacts) -> dict: - - execute_input_metric = {} - for arg in cpn.func_args[2:]: - if arti := cpn.artifacts.inputs.metric_artifact.get(arg): - execute_input_metric[arg] = None - if arti.is_active_for(stage, role): - artifact_apply = input_artifacts.get(arg) - if artifact_apply is not None: - # try apply - try: - execute_input_metric[arg] = load_artifact(artifact_apply, arti.type) - except Exception as e: - raise ComponentApplyError( - f"artifact `{arg}` with applying config `{artifact_apply}` can't apply to `{arti}`" - ) from e - continue - else: - if not arti.optional: - raise ComponentApplyError(f"artifact `{arg}` required, declare: `{arti}`") - return execute_input_metric - - - -def parse_output_data(cpn: _Component, stage, role, output_pool: OutputPool) -> dict: - - execute_output_data = {} - for arg in cpn.func_args[2:]: - if arti := cpn.artifacts.outputs.data_artifact.get(arg): - execute_output_data[arg] = None - if arti.is_active_for(stage, role): - execute_output_data[arg] = output_pool.create_data_artifact(arti.name) - return execute_output_data - - -def parse_output_model(cpn: _Component, stage, role, output_pool: OutputPool) -> dict: - - execute_output_model = {} - for arg in cpn.func_args[2:]: - if arti := cpn.artifacts.outputs.model_artifact.get(arg): - execute_output_model[arg] = None - if arti.is_active_for(stage, role): - execute_output_model[arg] = output_pool.create_model_artifact(arti.name) - return execute_output_model - - -def parse_output_metric(cpn: _Component, stage, role, output_pool: OutputPool) -> dict: - - execute_output_metrics = {} - for arg in cpn.func_args[2:]: - if arti := cpn.artifacts.outputs.metric_artifact.get(arg): - execute_output_metrics[arg] = None - if arti.is_active_for(stage, role): - execute_output_metrics[arg] = output_pool.create_metric_artifact(arti.name) - return execute_output_metrics + for cpn in BUILDIN_COMPONENTS: + if cpn.name == cpn_name: + return cpn diff --git a/python/fate_flow/components/entrypoint/component_cli.py b/python/fate_flow/components/entrypoint/component_cli.py deleted file mode 100644 index 9d6f00a69..000000000 --- a/python/fate_flow/components/entrypoint/component_cli.py +++ /dev/null @@ -1,60 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import logging - -import click - -from fate_flow.components.entrypoint.component import execute_component -from fate_flow.entity.spec import TaskConfigSpec - - -@click.group() -def component(): - """ - Manipulate components: execute, list, generate describe file - """ - - -@component.command() -@click.option("--config", required=False, type=click.File(), help="config path") -@click.option("--env-name", required=False, type=str, help="env name for config") -def execute(config, env_name): - # parse config - configs = {} - load_config_from_env(configs, env_name) - load_config_from_file(configs, config) - task_config = TaskConfigSpec.parse_obj(configs) - task_config.conf.logger.install() - logger = logging.getLogger(__name__) - logger.debug("logger installed") - logger.debug(f"task config: {task_config}") - execute_component(task_config) - - -def load_config_from_file(configs, config_file): - from ruamel import yaml - - if config_file is not None: - configs.update(yaml.safe_load(config_file)) - return configs - - -def load_config_from_env(configs, env_name): - import os - from ruamel import yaml - - if env_name is not None and os.environ.get(env_name): - configs.update(yaml.safe_load(os.environ[env_name])) - return configs diff --git a/python/fate_flow/components/loader/artifact.py b/python/fate_flow/components/loader/artifact.py deleted file mode 100644 index b82b0a1f6..000000000 --- a/python/fate_flow/components/loader/artifact.py +++ /dev/null @@ -1,41 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -def load_artifact(data, artifact_type): - from fate_flow.components import ( - Artifact, - Artifacts, - DatasetArtifact, - DatasetArtifacts, - MetricArtifact, - ModelArtifact, - ModelArtifacts, - ) - - if hasattr(artifact_type, "__origin__"): - artifact_type = artifact_type.__origin__ - if isinstance(data, list): - if artifact_type.__origin__ == DatasetArtifacts: - return DatasetArtifacts([DatasetArtifact(name=d.name, uri=d.uri, metadata=d.metadata) for d in data]) - if artifact_type == ModelArtifacts: - return ModelArtifacts([ModelArtifact(name=d.name, uri=d.uri, metadata=d.metadata) for d in data]) - return Artifacts([Artifact(name=d.name, uri=d.uri, metadata=d.metadata) for d in data]) - else: - if artifact_type == DatasetArtifact: - return DatasetArtifact(name=data.name, uri=data.uri, metadata=data.metadata) - if artifact_type == ModelArtifact: - return ModelArtifact(name=data.name, uri=data.uri, metadata=data.metadata) - if artifact_type == MetricArtifact: - return MetricArtifact(name=data.name, uri=data.uri, metadata=data.metadata) - return Artifact(name=data.name, uri=data.uri, metadata=data.metadata) diff --git a/python/fate_flow/components/loader/component.py b/python/fate_flow/components/loader/component.py deleted file mode 100644 index 5d22e5a7b..000000000 --- a/python/fate_flow/components/loader/component.py +++ /dev/null @@ -1,46 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import logging - -logger = logging.getLogger(__name__) - - -def load_component(cpn_name: str): - from fate_flow.components.components import BUILDIN_COMPONENTS - - # from buildin - for cpn in BUILDIN_COMPONENTS: - if cpn.name == cpn_name: - return cpn - - -def list_components(): - import pkg_resources - from fate_flow.components.components import BUILDIN_COMPONENTS - - buildin_components = [c.name for c in BUILDIN_COMPONENTS] - third_parties_components = [] - - for cpn_ep in pkg_resources.iter_entry_points(group="fate_flow.ext.component"): - try: - candidate_cpn = cpn_ep.load() - candidate_cpn_name = candidate_cpn.name - third_parties_components.append([candidate_cpn_name]) - except Exception as e: - logger.warning( - f"register cpn from entrypoint(named={cpn_ep.name}, module={cpn_ep.module_name}) failed: {e}" - ) - continue - return dict(buildin=buildin_components, thirdparty=third_parties_components) diff --git a/python/fate_flow/components/loader/mlmd/flow.py b/python/fate_flow/components/loader/mlmd/flow.py deleted file mode 100644 index beb918187..000000000 --- a/python/fate_flow/components/loader/mlmd/flow.py +++ /dev/null @@ -1,123 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import logging - -from fate_flow.components.loader.mlmd.protocol import IOManagerProtocol, MLMD -from fate_flow.entity.types import TaskStatus, EndStatus - - -class ExecutionStatus: - def __init__(self, task_id, client) -> None: - self._task_id = task_id - self.client = client - - def log_excution_start(self): - return self._log_state(TaskStatus.RUNNING) - - def log_excution_end(self): - return self._log_state(TaskStatus.SUCCESS) - - def log_excution_exception(self, message: dict): - return self._log_state(TaskStatus.FAILED, message) - - def _log_state(self, state, message=None): - error = "" - if message: - error = message.get("exception") - response = self.client.worker.report_task_status(execution_id=self._task_id, status=state, error=error) - logging.debug(f"response: {response.text}") - - def _get_state(self): - response = self.client.worker.query_task_status(execution_id=self._task_id) - logging.debug(f"response: {response.text}") - status = False - try: - task_status = response.json().get("data").get("status") - if task_status in EndStatus.status_list(): - status = True - except Exception as e: - logging.exception(e) - status = True - return status - - def safe_terminate(self): - return self._get_state() - - -class IOManager(IOManagerProtocol): - def __init__(self, task_id, client): - self.task_id = task_id - self.client = client - - def log_output_artifact(self, key, value): - if value is None: - return - from fate_flow.components import DatasetArtifact, MetricArtifact, ModelArtifact - - if isinstance(value, DatasetArtifact): - self.log_output_data(key, value) - elif isinstance(value, ModelArtifact): - self.log_output_model(key, value) - elif isinstance(value, MetricArtifact): - self.log_output_metric(key, value) - else: - raise RuntimeError(f"not supported input artifact `name={key}, value={value}`") - - def log_output_data(self, key, value): - data = { - "output_key": value.name, - "meta_data": value.metadata, - "execution_id": self.task_id, - "uri": value.uri, - "type": "data", - } - logging.debug(f"log output data: {data}") - response = self.client.worker.log_output_artifacts(**data) - logging.debug(f"response: {response.text}") - - def log_output_model(self, key, value, metadata={}): - data = { - "output_key": value.name, - "meta_data": value.metadata, - "execution_id": self.task_id, - "uri": value.uri, - "type": "model", - } - logging.debug(f"log output model: {data}") - response = self.client.worker.log_output_artifacts(**data) - logging.debug(f"response: {response.text}") - - def log_output_metric(self, key, value): - logging.debug(value) - - def safe_terminate(self): - pass - - -class FlowMLMD(MLMD): - def __init__(self, task_id): - self._taskid = task_id - self.worker_client = None - self.init_worker_client() - self.execution_status = ExecutionStatus(task_id, self.worker_client) - self.io = IOManager(task_id=task_id, client=self.worker_client) - - def init_worker_client(self): - from fate_flow.runtime.system_settings import HOST, HTTP_PORT, API_VERSION, HTTP_REQUEST_TIMEOUT, PROXY_PROTOCOL - from ofx.api.client import FlowSchedulerApi - self.worker_client = FlowSchedulerApi(host=HOST, port=HTTP_PORT, protocol=PROXY_PROTOCOL, - api_version=API_VERSION, timeout=HTTP_REQUEST_TIMEOUT, - remote_protocol=None, remote_host=None, - remote_port=None, grpc_channel=None) diff --git a/python/fate_flow/components/loader/mlmd/protocol.py b/python/fate_flow/components/loader/mlmd/protocol.py deleted file mode 100644 index 13f90cf54..000000000 --- a/python/fate_flow/components/loader/mlmd/protocol.py +++ /dev/null @@ -1,54 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -from typing import Protocol - - -class ExecutionStatus(Protocol): - def log_excution_start(self): - ... - - def log_excution_end(self): - ... - - def log_excution_exception(self, message: dict): - ... - - def safe_terminate(self): - ... - - -class IOManagerProtocol: - def log_input_parameter(self, key, value): - ... - - def log_input_artifact(self, key, value): - ... - - def log_output_artifact(self, key, value): - ... - - def log_output_data(self, key, value): - ... - - def log_output_model(self, key, value, metadata={}): - ... - - def log_output_metric(self, key, value): - ... - - -class MLMD(Protocol): - execution_status: ExecutionStatus - io: IOManagerProtocol diff --git a/python/fate_flow/components/loader/output.py b/python/fate_flow/components/loader/output.py deleted file mode 100644 index 35844e7bd..000000000 --- a/python/fate_flow/components/loader/output.py +++ /dev/null @@ -1,117 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import uuid - -from fate_flow.components import MetricArtifact, ModelArtifact, DatasetArtifact -from fate_flow.entity.spec import DirectoryMetricPool, DirectoryDataPool, DirectoryModelPool -from fate_flow.utils.io_utils import URI - - -class OutputPool: - def __init__(self, data, model, metric) -> None: - self.data = data - self.model = model - self.metric = metric - - def create_data_artifact(self, name: str): - return self.data.create_artifact(name) - - def create_model_artifact(self, name: str): - return self.model.create_artifact(name) - - def create_metric_artifact(self, name: str): - return self.metric.create_artifact(name) - - -def load_pool(output_pool_conf): - data = _load_data_pool(output_pool_conf.data) - model = _load_model_pool(output_pool_conf.model) - metric = _load_metric_pool(output_pool_conf.metric) - return OutputPool(data, model, metric) - - -def _load_data_pool(data_pool): - - if isinstance(data_pool, DirectoryDataPool): - return DataPool( - base_uri=URI.from_string(data_pool.metadata.uri).to_schema(), - format=data_pool.metadata.format, - name_template=data_pool.metadata.name_template, - ) - raise RuntimeError(f"load data pool failed: {data_pool}") - - -def _load_model_pool(model_pool): - - if isinstance(model_pool, DirectoryModelPool): - return ModelPool( - base_uri=URI.from_string(model_pool.metadata.uri).to_schema(), - format=model_pool.metadata.format, - name_template=model_pool.metadata.name_template, - ) - raise RuntimeError(f"load data pool failed: {model_pool}") - - -def _load_metric_pool(metric_pool): - - if isinstance(metric_pool, DirectoryMetricPool): - return MetricPool( - base_uri=URI.from_string(metric_pool.metadata.uri).to_schema(), - format=metric_pool.metadata.format, - name_template=metric_pool.metadata.name_template, - ) - raise RuntimeError(f"load data pool failed: {metric_pool}") - - -class DataPool: - def __init__(self, base_uri, format, name_template) -> None: - self.format = format - self.base_uri = base_uri - self.name_template = name_template - - def create_artifact(self, name): - - file_name = self.name_template.format(name=name, uuid=uuid.uuid1()) - uri = self.base_uri.create_file(file_name) - metadata = dict(format=self.format) - return DatasetArtifact(name=name, uri=uri.to_string(), metadata=metadata) - - -class ModelPool: - def __init__(self, base_uri, format, name_template) -> None: - self.format = format - self.base_uri = base_uri - self.name_template = name_template - - def create_artifact(self, name): - - file_name = self.name_template.format(name=name, uuid=uuid.uuid1()) - uri = self.base_uri.create_file(file_name) - metadata = dict(format=self.format) - return ModelArtifact(name=name, uri=uri.to_string(), metadata=metadata) - - -class MetricPool: - def __init__(self, base_uri, format, name_template) -> None: - self.format = format - self.base_uri = base_uri - self.name_template = name_template - - def create_artifact(self, name): - - file_name = self.name_template.format(name=name, uuid=uuid.uuid1()) - uri = self.base_uri.create_file(file_name) - metadata = dict(format=self.format) - return MetricArtifact(name=name, uri=uri.to_string(), metadata=metadata) diff --git a/python/fate_flow/components/params/__init__.py b/python/fate_flow/components/params/__init__.py deleted file mode 100644 index 7e5bc9d0f..000000000 --- a/python/fate_flow/components/params/__init__.py +++ /dev/null @@ -1,76 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import pydantic - - -class Parameter: - def parse(self, obj): - raise NotImplementedError() - - def dict(self): - raise NotImplementedError() - - -class ConInt(Parameter): - def __init__(self, gt: int = None, ge: int = None, lt: int = None, le: int = None) -> None: - self.gt = gt - self.ge = ge - self.lt = lt - self.le = le - - def parse(self, obj): - return pydantic.parse_obj_as(pydantic.conint(gt=self.gt, ge=self.ge, lt=self.lt, le=self.le), obj) - - def dict(self): - meta = {} - if self.gt is not None: - meta["gt"] = self.gt - if self.ge is not None: - meta["ge"] = self.ge - if self.lt is not None: - meta["lt"] = self.lt - if self.le is not None: - meta["le"] = self.le - return meta - - -class ConFloat(Parameter): - def __init__(self, gt: float = None, ge: float = None, lt: float = None, le: float = None) -> None: - self.gt = gt - self.ge = ge - self.lt = lt - self.le = le - - def parse(self, obj): - return pydantic.parse_obj_as(pydantic.confloat(gt=self.gt, ge=self.ge, lt=self.lt, le=self.le), obj) - - def dict(self): - meta = {} - if self.gt is not None: - meta["gt"] = self.gt - if self.ge is not None: - meta["ge"] = self.ge - if self.lt is not None: - meta["lt"] = self.lt - if self.le is not None: - meta["le"] = self.le - return meta - - -def parse(parameter_type, obj): - if isinstance(parameter_type, Parameter): - return parameter_type.parse(obj) - else: - return pydantic.parse_obj_as(parameter_type, obj) diff --git a/python/fate_flow/components/spec/component.py b/python/fate_flow/components/spec/component.py deleted file mode 100644 index 77a243af0..000000000 --- a/python/fate_flow/components/spec/component.py +++ /dev/null @@ -1,59 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -from typing import Any, Dict, List, Optional - -from fate_flow.components import T_LABEL, T_ROLE, T_STAGE -from pydantic import BaseModel - - -class ParameterSpec(BaseModel): - type: str - default: Any - optional: bool - description: str = "" - type_meta: dict = {} - - -class ArtifactSpec(BaseModel): - type: str - optional: bool - stages: Optional[List[T_STAGE]] - roles: List[T_ROLE] - description: str = "" - - -class InputDefinitionsSpec(BaseModel): - parameters: Dict[str, ParameterSpec] - artifacts: Dict[str, ArtifactSpec] - - -class OutputDefinitionsSpec(BaseModel): - artifacts: Dict[str, ArtifactSpec] - - -class ComponentSpec(BaseModel): - name: str - description: str - provider: str - version: str - labels: List[T_LABEL] - roles: List[T_ROLE] - input_definitions: InputDefinitionsSpec - output_definitions: OutputDefinitionsSpec - - -class ComponentSpecV1(BaseModel): - component: ComponentSpec - schema_version: str = "v1" diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 44b1e9721..48fd9d590 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -15,6 +15,7 @@ # import os import shutil +from typing import Union from fate_flow.controller.task_controller import TaskController from fate_flow.db import Job @@ -37,7 +38,7 @@ class JobController(object): @classmethod - def request_create_job(cls, dag_schema: dict, user_name: str): + def request_create_job(cls, dag_schema: dict, user_name: str = None): dag_schema = DAGSchema(**dag_schema) if not dag_schema.dag.conf: dag_schema.dag.conf = JobConfSpec() diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index 1d5500aae..a3a449585 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -51,13 +51,14 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task_node = job_parser.get_task_node(task_name=task_name) task_parser = job_parser.task_parser( task_node=task_node, job_id=job_id, task_name=task_name, role=role, party_id=party_id, - task_id=task_id, execution_id=execution_id, task_version=task_version, parties=dag_schema.dag.parties + task_id=task_id, execution_id=execution_id, task_version=task_version, parties=dag_schema.dag.parties, + ) need_run = task_parser.need_run schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} need run status {need_run}") - task_parameters = task_parser.task_parameters.dict() + task_parameters = task_parser.task_parameters schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} task_parameters" - f" {task_parameters}") + f" {task_parameters.dict()}") if is_scheduler: if need_run: task = ScheduleTask() @@ -72,11 +73,6 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task.f_parties = [party.dict() for party in dag_schema.dag.parties] ScheduleJobSaver.create_task(task.to_human_model_dict()) else: - schedule_logger(job_id).info(f"start check task {task_name} role {role} part id {party_id} provider") - provider_name = task_parser.task_runtime_conf.get("provider") - schedule_logger(job_id).info(f"source provider name: {provider_name}") - provider_name = ProviderManager.check_provider_name(provider_name) - schedule_logger(job_id).info(f"update provider name to {provider_name}") task = Task() task.f_job_id = job_id task.f_role = role @@ -88,9 +84,9 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task.f_scheduler_party_id = dag_schema.dag.conf.scheduler_party_id task.f_status = TaskStatus.WAITING if need_run else TaskStatus.PASS task.f_party_status = TaskStatus.WAITING - task.f_component_parameters = task_parameters + task.f_component_parameters = task_parameters.dict() task.f_execution_id = execution_id - task.f_provider_name = provider_name + task.f_provider_name = task_parser.provider task.f_sync_type = dag_schema.dag.conf.sync_type JobSaver.create_task(task.to_human_model_dict()) @@ -153,7 +149,7 @@ def start_task(cls, job_id, role, party_id, task_id, task_version): schedule_logger(job_id).info(f"task run parameters: {run_parameters}") task_executor_process_start_status = False - config_dir = job_utils.get_task_directory(job_id, role, party_id, task.f_task_name, task_id, task_version) + config_dir = job_utils.get_task_directory(job_id, role, party_id, task.f_task_name, task.f_task_version) os.makedirs(config_dir, exist_ok=True) run_parameters_path = os.path.join(config_dir, 'task_parameters.json') with open(run_parameters_path, 'w') as fw: diff --git a/python/fate_flow/db/storage_models.py b/python/fate_flow/db/storage_models.py index bf416f8ab..c4436fcb1 100644 --- a/python/fate_flow/db/storage_models.py +++ b/python/fate_flow/db/storage_models.py @@ -36,12 +36,9 @@ class StorageTableMetaModel(DataBaseModel): f_partitions = IntegerField(null=True) f_delimiter = CharField(null=True) - f_in_serialized = BooleanField(default=True) f_have_head = BooleanField(default=True) f_extend_sid = BooleanField(default=False) - f_auto_increasing_sid = BooleanField(default=False) - - f_schema = JSONField() + f_data_meta = JSONField() f_count = BigIntegerField(null=True) f_part_of_data = JSONField() f_origin = CharField(max_length=50, default='') diff --git a/python/fate_flow/engine/backend/__init__.py b/python/fate_flow/engine/backend/__init__.py index b8852e0bc..90057cf46 100644 --- a/python/fate_flow/engine/backend/__init__.py +++ b/python/fate_flow/engine/backend/__init__.py @@ -12,10 +12,10 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.engine.backend._session import build_engine +from fate_flow.engine.backend._session import build_backend __all__ = [ - "build_engine", + "build_backend", ] diff --git a/python/fate_flow/engine/backend/_base.py b/python/fate_flow/engine/backend/_base.py index ce18f89f6..e3ca9c4e8 100644 --- a/python/fate_flow/engine/backend/_base.py +++ b/python/fate_flow/engine/backend/_base.py @@ -16,11 +16,15 @@ import abc +import json +import os import sys import typing from fate_flow.db.db_models import Task -from fate_flow.entity.types import ProviderName +from fate_flow.entity.types import ProviderName, WorkerName +from fate_flow.manager.service.worker_manager import WorkerManager +from fate_flow.utils.job_utils import get_task_directory class EngineABC(metaclass=abc.ABCMeta): @@ -38,10 +42,27 @@ def is_alive(self, task: Task): class LocalEngine(object): - @staticmethod - def generate_cmd(local_provider_name): + @classmethod + def get_component_define(cls, provider_name, task_info): + task_dir = get_task_directory(**task_info) + os.makedirs(task_dir, exist_ok=True) + define_file = os.path.join(task_dir, "define.json") + cmd = cls.generate_component_define_cmd(provider_name, define_file) + if cmd: + p = WorkerManager.start_task_worker( + worker_name=WorkerName.COMPONENT_DEFINE, + task_info=task_info, + common_cmd=cmd + ) + p.wait() + if os.path.exists(define_file): + with open(define_file, "r") as fr: + return json.load(fr) + return {} - if local_provider_name == ProviderName.FATE: + @staticmethod + def generate_component_run_cmd(provider_name, path=""): + if provider_name == ProviderName.FATE: from fate_flow.worker.fate_executor import FateSubmit module_file_path = sys.modules[FateSubmit.__module__].__file__ common_cmd = [ @@ -52,7 +73,7 @@ def generate_cmd(local_provider_name): "FATE_TASK_CONFIG", ] - elif local_provider_name == ProviderName.FATE_FLOW: + elif provider_name == ProviderName.FATE_FLOW: from fate_flow.worker.fate_flow_executor import FateFlowSubmit module_file_path = sys.modules[FateFlowSubmit.__module__].__file__ common_cmd = [ @@ -63,5 +84,22 @@ def generate_cmd(local_provider_name): "FATE_TASK_CONFIG", ] else: - raise ValueError(f"load local provider {local_provider_name} failed") + raise ValueError(f"load provider {provider_name} failed") return common_cmd + + @staticmethod + def generate_component_define_cmd(provider_name, define_file): + cmd = [] + if provider_name == ProviderName.FATE_FLOW: + from fate_flow.worker.fate_executor import FateSubmit + module_file_path = sys.modules[FateSubmit.__module__].__file__ + cmd = [ + module_file_path, + "component", + "cleanup", + "--path", + define_file + ] + return None + + return cmd diff --git a/python/fate_flow/engine/backend/_eggroll.py b/python/fate_flow/engine/backend/_eggroll.py index 138715630..c9e57cea4 100644 --- a/python/fate_flow/engine/backend/_eggroll.py +++ b/python/fate_flow/engine/backend/_eggroll.py @@ -13,92 +13,17 @@ # See the License for the specific language governing permissions and # limitations under the License. # -import yaml - -from fate_flow.db.db_models import Task -from fate_flow.engine.backend._base import EngineABC, LocalEngine -from fate_flow.entity.types import ProviderDevice, TaskStatus, WorkerName -from fate_flow.entity.code import KillProcessRetCode +from fate_flow.engine.backend._base import LocalEngine +from fate_flow.entity.types import WorkerName from fate_flow.manager.service.worker_manager import WorkerManager -from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.runtime.component_provider import ComponentProvider -from fate_flow.utils import job_utils, process_utils -from fate_flow.utils.log_utils import schedule_logger - -class LocalEggrollEngine(LocalEngine): - def __init__(self, provider: ComponentProvider): - self.provider = provider - def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): +class EggrollEngine(LocalEngine): + def run(self, task_info, run_parameters, provider_name, output_path): return WorkerManager.start_task_worker( - worker_name=WorkerName.TASK_EXECUTOR, - task=task, - extra_env={"PYTHONPATH": self.provider.python_path}, - executable=[self.provider.python_env], - common_cmd=self.generate_cmd(self.provider.name), + worker_name=WorkerName.TASK_EXECUTE, + task_info=task_info, + common_cmd=self.generate_component_run_cmd(provider_name, output_path), task_parameters=run_parameters ) - def kill(self, task): - kill_status_code = process_utils.kill_task_executor_process(task) - # session stop - if kill_status_code is KillProcessRetCode.KILLED or task.f_status not in {TaskStatus.WAITING}: - job_utils.start_session_stop(task) - - def is_alive(self, task): - return process_utils.check_process(pid=int(task.f_run_pid), task=task) - - -class ContainerdEggrollEngine(EngineABC): - def __init__(self, provider): - if provider.device == ProviderDevice.DOCKER: - from fate_flow.manager.container.docker_manager import DockerManager - self.manager = DockerManager(provider) - elif provider.device == ProviderDevice.K8S: - from fate_flow.manager.container.k8s_manager import K8sManager - self.manager = K8sManager(provider) - else: - raise ValueError(f'worker "{provider.device}" is not supported') - - @staticmethod - def _get_name(task: Task): - return f'{task.f_role}-{task.f_party_id}-{task.f_task_id}-{task.f_task_version}' - - @staticmethod - def _get_command(task: Task): - return [ - '-m', - 'fate.components', - 'component', - 'execute', - '--process-tag', - task.f_execution_id, - '--env-name', - 'FATE_TASK_CONFIG', - ] - - @staticmethod - def _get_environment(task: Task, run_parameters): - return { - 'FATE_JOB_ID': task.f_job_id, - 'FATE_TASK_CONFIG': yaml.dump(run_parameters), - } - - def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): - name = self._get_name(task) - cmd = self._get_command(task) - env = self._get_environment(task, run_parameters) - schedule_logger(job_id=task.f_job_id).info(f"start run container {name}, cmd: {cmd}, env: {env}") - self.manager.start(name, cmd, env) - return { - 'run_ip': RuntimeConfig.JOB_SERVER_HOST, - 'cmd': cmd - } - - def kill(self, task: Task): - self.manager.stop(self._get_name(task)) - - def is_alive(self, task: Task): - return self.manager.is_running(self._get_name(task)) - diff --git a/python/fate_flow/engine/backend/_session.py b/python/fate_flow/engine/backend/_session.py index 0857bdaa2..af5381a37 100644 --- a/python/fate_flow/engine/backend/_session.py +++ b/python/fate_flow/engine/backend/_session.py @@ -13,27 +13,16 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.engine.backend._eggroll import ContainerdEggrollEngine, LocalEggrollEngine -from fate_flow.engine.backend._spark import LocalSparkEngine -from fate_flow.entity.types import ComputingEngine, EngineType, ProviderDevice -from fate_flow.manager.service.provider_manager import ProviderManager -from fate_flow.runtime.component_provider import ComponentProvider -from fate_flow.runtime.system_settings import ENGINES +from fate_flow.engine.backend._eggroll import EggrollEngine +from fate_flow.engine.backend._spark import SparkEngine +from fate_flow.entity.types import ComputingEngine -def build_engine(provider_name: str): - provider = ProviderManager.get_provider_by_provider_name(provider_name) - computing_engine = ENGINES.get(EngineType.COMPUTING) - if computing_engine in {ComputingEngine.EGGROLL, ComputingEngine.STANDALONE}: - if ComponentProvider.device in {ProviderDevice.DOCKER, ProviderDevice.K8S}: - engine_session = ContainerdEggrollEngine(provider) - else: - engine_session = LocalEggrollEngine(provider) - elif computing_engine == ComputingEngine.SPARK: - if ComponentProvider.device in {ProviderDevice.DOCKER, ProviderDevice.K8S}: - raise ValueError(f'{computing_engine} engine device "{computing_engine}" is not supported') - else: - engine_session = LocalSparkEngine(provider) +def build_backend(backend_name: str): + if backend_name in {ComputingEngine.EGGROLL, ComputingEngine.STANDALONE}: + backend = EggrollEngine() + elif backend_name == ComputingEngine.SPARK: + backend = SparkEngine() else: - raise ValueError(f'engine "{computing_engine}" is not supported') - return engine_session + raise ValueError(f'backend "{backend_name}" is not supported') + return backend diff --git a/python/fate_flow/engine/backend/_spark.py b/python/fate_flow/engine/backend/_spark.py index 7be88e900..d5ca2406d 100644 --- a/python/fate_flow/engine/backend/_spark.py +++ b/python/fate_flow/engine/backend/_spark.py @@ -23,11 +23,8 @@ from fate_flow.utils import job_utils, process_utils -class LocalSparkEngine(LocalEngine): - def __init__(self, provider): - self.provider = provider - - def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): +class SparkEngine(LocalEngine): + def run(self, task_info, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, provider_name, **kwargs): # todo: get spark home from server registry spark_home = None if not spark_home: @@ -45,7 +42,7 @@ def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_d raise ValueError(f"deploy mode {deploy_mode} not supported") spark_submit_cmd = os.path.join(spark_home, "bin/spark-submit") - process_cmd = [spark_submit_cmd, f"--name={task.f_task_id}#{task.f_role}"] + process_cmd = [spark_submit_cmd, f"--name={task_info.get('task_id')}#{task_info.get('role')}"] for k, v in spark_submit_config.items(): if k != "conf": process_cmd.append(f"--{k}={v}") @@ -55,19 +52,10 @@ def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_d process_cmd.append(f"{ck}={cv}") extra_env = {"SPARK_HOME": spark_home} return WorkerManager.start_task_worker( - worker_name=WorkerName.TASK_EXECUTOR, - task=task, + worker_name=WorkerName.TASK_EXECUTE, + task_info=task_info, task_parameters=run_parameters, - common_cmd=self.generate_cmd(self.provider.name), + common_cmd=self.generate_component_run_cmd(provider_name), extra_env=extra_env, executable=process_cmd ) - - def kill(self, task): - kill_status_code = process_utils.kill_task_executor_process(task) - # session stop - if kill_status_code is KillProcessRetCode.KILLED or task.f_status not in {TaskStatus.WAITING}: - job_utils.start_session_stop(task) - - def is_alive(self, task): - return process_utils.check_process(pid=int(task.f_run_pid), task=task) diff --git a/python/fate_flow/engine/devices/_local.py b/python/fate_flow/engine/devices/_local.py index 74328e500..b20356c5a 100644 --- a/python/fate_flow/engine/devices/_local.py +++ b/python/fate_flow/engine/devices/_local.py @@ -31,11 +31,12 @@ def __init__(self, provider: ComponentProvider): def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, **kwargs): return WorkerManager.start_task_worker( worker_name=WorkerName.TASK_ENTRYPOINT, - task=task, + task_info=task.to_human_model_dict(), extra_env={"PYTHONPATH": self.provider.python_path}, executable=[self.provider.python_env], common_cmd=self.generate_cmd(), - task_parameters=run_parameters + task_parameters=run_parameters, + record=True ) def kill(self, task): diff --git a/python/fate_flow/engine/storage/__init__.py b/python/fate_flow/engine/storage/__init__.py index c0a20451c..a0f0facdf 100644 --- a/python/fate_flow/engine/storage/__init__.py +++ b/python/fate_flow/engine/storage/__init__.py @@ -12,6 +12,6 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.engine.storage._types import EggRollStoreType, StorageEngine, StandaloneStoreType, StorageTableOrigin +from fate_flow.engine.storage._types import EggRollStoreType, StorageEngine, StandaloneStoreType, StorageType, StorageOrigin from fate_flow.engine.storage._table import StorageTableBase, StorageTableMeta from fate_flow.engine.storage._session import StorageSessionBase, Session diff --git a/python/fate_flow/engine/storage/_abc.py b/python/fate_flow/engine/storage/_abc.py index 5f91d8730..1758b2882 100644 --- a/python/fate_flow/engine/storage/_abc.py +++ b/python/fate_flow/engine/storage/_abc.py @@ -30,7 +30,7 @@ def query_table_meta(self, filter_fields, query_fields=None): ... @abc.abstractmethod - def update_metas(self, schema=None, count=None, part_of_data=None, description=None, partitions=None, **kwargs): + def update_metas(self, data_meta=None, count=None, part_of_data=None, description=None, partitions=None, **kwargs): ... @abc.abstractmethod @@ -66,10 +66,6 @@ def get_options(self): def get_partitions(self): ... - @abc.abstractmethod - def get_in_serialized(self): - ... - @abc.abstractmethod def get_id_delimiter(self): ... @@ -87,7 +83,7 @@ def get_have_head(self): ... @abc.abstractmethod - def get_schema(self): + def get_data_meta(self): ... @abc.abstractmethod diff --git a/python/fate_flow/engine/storage/_table.py b/python/fate_flow/engine/storage/_table.py index b6168b23f..fa7265384 100644 --- a/python/fate_flow/engine/storage/_table.py +++ b/python/fate_flow/engine/storage/_table.py @@ -91,13 +91,13 @@ def write_access_time(self): return self._write_access_time def update_meta(self, - schema=None, + data_meta=None, count=None, part_of_data=None, description=None, partitions=None, **kwargs): - self._meta.update_metas(schema=schema, + self._meta.update_metas(data_meta=data_meta, count=count, part_of_data=part_of_data, description=description, @@ -185,12 +185,11 @@ def __init__(self, name, namespace, new=False, create_address=True): self.store_type = None self.options = None self.partitions = None - self.in_serialized = None self.have_head = None self.delimiter = None self.extend_sid = False self.auto_increasing_sid = None - self.schema = None + self.data_meta = None self.count = None self.part_of_data = None self.description = None @@ -202,8 +201,8 @@ def __init__(self, name, namespace, new=False, create_address=True): self.write_access_time = None if self.options is None: self.options = {} - if self.schema is None: - self.schema = {} + if self.data_meta is None: + self.data_meta = {} if self.part_of_data is None: self.part_of_data = [] if not new: @@ -239,7 +238,7 @@ def exists(self): def create(self): table_meta = StorageTableMetaModel() table_meta.f_create_time = current_timestamp() - table_meta.f_schema = {} + table_meta.f_data_meta = {} table_meta.f_part_of_data = [] for k, v in self.to_dict().items(): attr_name = 'f_%s' % k @@ -290,7 +289,7 @@ def query_table_meta(cls, filter_fields, query_fields=None): return [] @DB.connection_context() - def update_metas(self, schema=None, count=None, part_of_data=None, description=None, partitions=None, + def update_metas(self, data_meta=None, count=None, part_of_data=None, description=None, partitions=None, in_serialized=None, **kwargs): meta_info = {} for k, v in locals().items(): @@ -366,9 +365,6 @@ def get_options(self): def get_partitions(self): return self.partitions - def get_in_serialized(self): - return self.in_serialized - def get_id_delimiter(self): return self.delimiter @@ -387,8 +383,8 @@ def get_origin(self): def get_disable(self): return self.disable - def get_schema(self): - return self.schema + def get_data_meta(self): + return self.data_meta def get_count(self): return self.count diff --git a/python/fate_flow/engine/storage/_types.py b/python/fate_flow/engine/storage/_types.py index 9b00624fb..76158a492 100644 --- a/python/fate_flow/engine/storage/_types.py +++ b/python/fate_flow/engine/storage/_types.py @@ -16,7 +16,13 @@ DEFAULT_ID_DELIMITER = "," -class StorageTableOrigin(object): +class StorageType: + TABLE = "table" + DATAFRAME = "dataframe" + FILE = "file" + + +class StorageOrigin(object): TABLE_BIND = "table_bind" READER = "reader" UPLOAD = "upload" diff --git a/python/fate_flow/entity/spec/__init__.py b/python/fate_flow/entity/spec/__init__.py index 10a67b15e..ae35b0fe7 100644 --- a/python/fate_flow/entity/spec/__init__.py +++ b/python/fate_flow/entity/spec/__init__.py @@ -13,8 +13,11 @@ # See the License for the specific language governing permissions and # limitations under the License. # +from .flow import MLModelSpec, MysqlStorageSpec, TencentCosStorageSpec, FileStorageSpec, K8sProviderSpec, \ + DockerProviderSpec, LocalProviderSpec, ProviderSpec, SchedulerInfoSpec +# from .dag import TaskConfigSpec, PreTaskConfigSpec, DAGSchema from ._dag import * -from ._model import * -from ._provider import * -from ._scheduler import * -from ._model_storage import * + +# __all__ = ["MLModelSpec", "MysqlStorageSpec", "TencentCosStorageSpec", "FileStorageSpec", "K8sProviderSpec", +# "DockerProviderSpec", "LocalProviderSpec", "ProviderSpec", "SchedulerInfoSpec", "TaskConfigSpec", +# "DAGSchema"] diff --git a/python/fate_flow/entity/spec/_dag.py b/python/fate_flow/entity/spec/_dag.py index 6d36221c5..95a4dc123 100644 --- a/python/fate_flow/entity/spec/_dag.py +++ b/python/fate_flow/entity/spec/_dag.py @@ -302,17 +302,20 @@ class TaskInputsSpec(BaseModel): class TaskConfSpec(BaseModel): mlmd: MLMDSpec device: Any - computing: Any + computing: ComputingBackendSpec federation: Any logger: FlowLogger model_id: Optional[str] = "" model_version: Optional[str] = "" job_id: Optional[str] = "" task_id: str + task_version: str + task_name: str + provider_name: str = "fate" party_task_id: str component: str role: str party_id: str stage: str = "default" inputs: TaskInputsSpec = TaskInputsSpec(parameters={}, artifacts={}) - conf: TaskConfSpec \ No newline at end of file + conf: TaskConfSpec diff --git a/python/fate_flow/components/loader/other.py b/python/fate_flow/entity/spec/dag/__init__.py similarity index 75% rename from python/fate_flow/components/loader/other.py rename to python/fate_flow/entity/spec/dag/__init__.py index aadf4d4e8..3e168319e 100644 --- a/python/fate_flow/components/loader/other.py +++ b/python/fate_flow/entity/spec/dag/__init__.py @@ -12,13 +12,8 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -def load_role(role: str): - from fate_flow.components import Role - - return Role(role) - - -def load_stage(stage: str): - from fate_flow.components import Stage +# +from fate_flow.entity.spec.dag._job import DAGSchema +from fate_flow.entity.spec.dag._task import TaskConfigSpec, PreTaskConfigSpec - return Stage(stage) +__all__ = ["TaskConfigSpec", "PreTaskConfigSpec", "DAGSchema"] diff --git a/python/fate_flow/entity/spec/dag/_artifact.py b/python/fate_flow/entity/spec/dag/_artifact.py new file mode 100644 index 000000000..ee67769f5 --- /dev/null +++ b/python/fate_flow/entity/spec/dag/_artifact.py @@ -0,0 +1,93 @@ +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +import re +from typing import Optional + +import pydantic + +# see https://www.rfc-editor.org/rfc/rfc3986#appendix-B +# scheme = $2 +# authority = $4 +# path = $5 +# query = $7 +# fragment = $9 +_uri_regex = re.compile(r"^(([^:/?#]+):)?(//([^/?#]*))?([^?#]*)(\?([^#]*))?(#(.*))?") + + +class Metadata(pydantic.BaseModel): + metadata: dict = pydantic.Field(default_factory=dict) + name: Optional[str] = None + namespace: Optional[str] = None + + class Config: + extra = "forbid" + + +class ArtifactInputApplySpec(pydantic.BaseModel): + uri: str + metadata: Metadata + + def get_uri(self) -> "URI": + return URI.from_string(self.uri) + + +class ArtifactOutputApplySpec(pydantic.BaseModel): + uri: str + _is_template: Optional[bool] = None + + def get_uri(self, index) -> "URI": + if self.is_template(): + return URI.from_string(self.uri.format(index=index)) + else: + if index != 0: + raise ValueError(f"index should be 0, but got {index}") + return URI.from_string(self.uri) + + def is_template(self) -> bool: + return "{index}" in self.uri + + def _check_is_template(self) -> bool: + return "{index}" in self.uri + + @pydantic.validator("uri") + def _check_uri(cls, v, values) -> str: + if not _uri_regex.match(v): + raise pydantic.ValidationError(f"`{v}` is not valid uri") + return v + + +class URI: + def __init__( + self, + schema: str, + path: str, + query: Optional[str] = None, + fragment: Optional[str] = None, + authority: Optional[str] = None, + ): + self.schema = schema + self.path = path + self.query = query + self.fragment = fragment + self.authority = authority + + @classmethod + def from_string(cls, uri: str) -> "URI": + match = _uri_regex.fullmatch(uri) + if match is None: + raise ValueError(f"`{uri}` is not valid uri") + _, schema, _, authority, path, _, query, _, fragment = match.groups() + return URI(schema=schema, path=path, query=query, fragment=fragment, authority=authority) diff --git a/python/fate_flow/entity/spec/dag/_computing.py b/python/fate_flow/entity/spec/dag/_computing.py new file mode 100644 index 000000000..aec4ebc86 --- /dev/null +++ b/python/fate_flow/entity/spec/dag/_computing.py @@ -0,0 +1,48 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from typing import Literal + +import pydantic + + +class StandaloneComputingSpec(pydantic.BaseModel): + class MetadataSpec(pydantic.BaseModel): + computing_id: str + options: dict = {} + + type: Literal["standalone"] + metadata: MetadataSpec + + +class EggrollComputingSpec(pydantic.BaseModel): + class MetadataSpec(pydantic.BaseModel): + computing_id: str + options: dict = {} + + type: Literal["eggroll"] + metadata: MetadataSpec + + +class SparkComputingSpec(pydantic.BaseModel): + class MetadataSpec(pydantic.BaseModel): + computing_id: str + + type: Literal["spark"] + metadata: MetadataSpec + + +class CustomComputingSpec(pydantic.BaseModel): + type: Literal["custom"] + metadata: dict diff --git a/python/fate_flow/components/loader/__init__.py b/python/fate_flow/entity/spec/dag/_device.py similarity index 73% rename from python/fate_flow/components/loader/__init__.py rename to python/fate_flow/entity/spec/dag/_device.py index ae946a49c..efc2b4dc7 100644 --- a/python/fate_flow/components/loader/__init__.py +++ b/python/fate_flow/entity/spec/dag/_device.py @@ -12,3 +12,16 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +from typing import Literal + +import pydantic + + +class CPUSpec(pydantic.BaseModel): + type: Literal["CPU"] + metadata: dict = {} + + +class GPUSpec(pydantic.BaseModel): + type: Literal["GPU"] + metadata: dict = {} diff --git a/python/fate_flow/entity/spec/dag/_federation.py b/python/fate_flow/entity/spec/dag/_federation.py new file mode 100644 index 000000000..46e5c221d --- /dev/null +++ b/python/fate_flow/entity/spec/dag/_federation.py @@ -0,0 +1,140 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from typing import Dict, List, Literal, Optional + +import pydantic + + +class PartySpec(pydantic.BaseModel): + role: Literal["guest", "host", "arbiter"] + partyid: str + + def tuple(self): + return (self.role, self.partyid) + + +class FederationPartiesSpec(pydantic.BaseModel): + local: PartySpec + parties: List[PartySpec] + + +class StandaloneFederationSpec(pydantic.BaseModel): + class MetadataSpec(pydantic.BaseModel): + federation_id: str + parties: FederationPartiesSpec + + type: Literal["standalone"] + metadata: MetadataSpec + + +class RollSiteFederationSpec(pydantic.BaseModel): + class MetadataSpec(pydantic.BaseModel): + class RollSiteConfig(pydantic.BaseModel): + host: str + port: int + + federation_id: str + parties: FederationPartiesSpec + rollsite_config: RollSiteConfig + + type: Literal["rollsite"] + metadata: MetadataSpec + + +class RabbitMQFederationSpec(pydantic.BaseModel): + class MetadataSpec(pydantic.BaseModel): + class RouteTable(pydantic.BaseModel): + host: str + port: int + + class RabbitMQConfig(pydantic.BaseModel): + host: str + port: int + mng_port: int + user: str + password: str + max_message_size: Optional[int] = None + mode: str = "replication" + + federation_id: str + parties: FederationPartiesSpec + route_table: Dict[str, RouteTable] + rabbitmq_config: RabbitMQConfig + rabbitmq_run: dict = {} + connection: dict = {} + + type: Literal["rabbitmq"] + metadata: MetadataSpec + + +class PulsarFederationSpec(pydantic.BaseModel): + class MetadataSpec(pydantic.BaseModel): + class RouteTable(pydantic.BaseModel): + class Route(pydantic.BaseModel): + host: str + port: int + sslPort: int + proxy: str = "" + + class Default(pydantic.BaseModel): + domain: str + brokerPort: int + brokerSslPort: int + proxy: str = "" + + route: Dict[str, Route] + default: Optional[Default] = None + + class PulsarConfig(pydantic.BaseModel): + host: str + port: int + mng_port: int + user: Optional[str] = None + password: Optional[str] = None + max_message_size: Optional[int] = None + mode: str = "replication" + topic_ttl: Optional[int] = None + cluster: Optional[str] = None + tenant: Optional[str] = None + + federation_id: str + parties: FederationPartiesSpec + route_table: RouteTable + pulsar_config: PulsarConfig + pulsar_run: dict = {} + connection: dict = {} + + type: Literal["pulsar"] + metadata: MetadataSpec + + +class OSXFederationSpec(pydantic.BaseModel): + class MetadataSpec(pydantic.BaseModel): + class OSXConfig(pydantic.BaseModel): + host: str + port: int + max_message_size: Optional[int] = None + + federation_id: str + parties: FederationPartiesSpec + osx_config: OSXConfig + + type: Literal["osx"] + metadata: MetadataSpec + + +class CustomFederationSpec(pydantic.BaseModel): + type: Literal["custom"] + metadata: dict diff --git a/python/fate_flow/entity/spec/dag/_job.py b/python/fate_flow/entity/spec/dag/_job.py new file mode 100644 index 000000000..edc7e9ee8 --- /dev/null +++ b/python/fate_flow/entity/spec/dag/_job.py @@ -0,0 +1,103 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from typing import Literal, Union, List, Optional, TypeVar, Dict, Any + +from pydantic import BaseModel + +from fate_flow.entity.spec.dag._party import PartySpec + + +class RuntimeTaskOutputChannelSpec(BaseModel): + producer_task: str + output_artifact_key: str + roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] + + +class ModelWarehouseChannelSpec(BaseModel): + model_id: Optional[str] + model_version: Optional[Union[str, int]] + producer_task: str + output_artifact_key: str + roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] + + +InputChannelSpec = TypeVar("InputChannelSpec", RuntimeTaskOutputChannelSpec, ModelWarehouseChannelSpec) + + +class TaskRuntimeInputDefinition(BaseModel): + parameters: Optional[Dict[str, Any]] + artifacts: Optional[Dict[str, Dict[str, Union[InputChannelSpec, List[InputChannelSpec]]]]] + + +class TaskSpec(BaseModel): + component_ref: str + dependent_tasks: Optional[List[str]] + inputs: Optional[TaskRuntimeInputDefinition] + parties: Optional[List[PartySpec]] + conf: Optional[Dict[Any, Any]] + stage: Optional[Union[Literal["train", "predict", "default"]]] + + +class PartyTaskRefSpec(BaseModel): + inputs: TaskRuntimeInputDefinition + conf: Optional[Dict] + + +class PartyTaskSpec(BaseModel): + parties: Optional[List[PartySpec]] + tasks: Dict[str, PartyTaskRefSpec] + conf: Optional[dict] + + +class TaskConfSpec(BaseModel): + engine: Optional[Dict[str, Any]] + provider: Optional[str] + + +class InheritConfSpec(BaseModel): + job_id: str + task_list: List[str] + + +class JobConfSpec(BaseModel): + class PipelineModel(BaseModel): + model_id: str + model_version: Union[str, int] + priority: Optional[int] + scheduler_party_id: Optional[str] + initiator_party_id: Optional[str] + inheritance: Optional[InheritConfSpec] + task_parallelism: Optional[int] + task_cores: Optional[int] + sync_type: Optional[Union[Literal["poll", "callback"]]] + auto_retries: Optional[int] + model_id: Optional[str] + model_version: Optional[Union[str, int]] + model_warehouse: Optional[PipelineModel] + task: Optional[TaskConfSpec] + + +class DAGSpec(BaseModel): + parties: List[PartySpec] + conf: Optional[JobConfSpec] + stage: Optional[Union[Literal["train", "predict", "default"]]] + tasks: Dict[str, TaskSpec] + party_tasks: Optional[Dict[str, PartyTaskSpec]] + + +class DAGSchema(BaseModel): + dag: DAGSpec + schema_version: str diff --git a/python/fate_flow/entity/spec/dag/_logger.py b/python/fate_flow/entity/spec/dag/_logger.py new file mode 100644 index 000000000..fe581e0c0 --- /dev/null +++ b/python/fate_flow/entity/spec/dag/_logger.py @@ -0,0 +1,82 @@ +import logging +import os +from typing import Literal + +import pydantic + + +class FlowLogger(pydantic.BaseModel): + class FlowLoggerMetadata(pydantic.BaseModel): + basepath: str + level: Literal["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"] + + type: Literal["flow"] + metadata: FlowLoggerMetadata + + def install(self): + os.makedirs(self.metadata.basepath, exist_ok=True) + levels = ["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"] + formatters = {"brief": {"format": "'%(asctime)s %(levelname)-8s %(name)s:%(lineno)s %(message)s'"}} + handlers = {} + filters = {} + + def add_file_handler( + name, + filename, + level, + formater="brief", + filters=[] + ): + handlers[name] = { + "class": "logging.FileHandler", + "level": level, + "formatter": formater, + "filters": filters, + "filename": filename + } + + # add root logger + root_handlers = [] + root_base_path = os.path.join(self.metadata.basepath, "root") + os.makedirs(root_base_path, exist_ok=True) + for level in levels: + handler_name = f"root_{level.lower()}" + add_file_handler( + name=handler_name, + filename=os.path.join(root_base_path, level), + level=level, + ) + root_handlers.append(handler_name) + + # add component logger + component_handlers = [] + component_base_path = os.path.join(self.metadata.basepath, "component") + os.makedirs(component_base_path, exist_ok=True) + filters["components"] = {"name": "fate_flow.components"} + for level in levels: + handler_name = f"component_{level.lower()}" + add_file_handler( + name=handler_name, + filename=os.path.join(component_base_path, level), + level=level, + ) + component_handlers.append(handler_name) + component_loggers = { + "fate_flow.components": dict( + handlers=component_handlers, + filters=["components"], + level=self.metadata.level, + ) + } + + logging.config.dictConfig( + dict( + version=1, + formatters=formatters, + handlers=handlers, + filters=filters, + loggers=component_loggers, + root=dict(handlers=root_handlers, level=self.metadata.level), + disable_existing_loggers=False, + ) + ) \ No newline at end of file diff --git a/python/fate_flow/entity/spec/dag/_mlmd.py b/python/fate_flow/entity/spec/dag/_mlmd.py new file mode 100644 index 000000000..9476d8370 --- /dev/null +++ b/python/fate_flow/entity/spec/dag/_mlmd.py @@ -0,0 +1,29 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from typing import Optional, Any, Dict, Union + +import pydantic + + +class FlowMLMDMetadata: + host: Optional[str] + port: Optional[int] + protocol: Optional[str] + + +class MLMDSpec(pydantic.BaseModel): + type: str + metadata: Union[Dict[str, Any], FlowMLMDMetadata] diff --git a/python/fate_flow/entity/spec/dag/_output.py b/python/fate_flow/entity/spec/dag/_output.py new file mode 100644 index 000000000..ad06a339d --- /dev/null +++ b/python/fate_flow/entity/spec/dag/_output.py @@ -0,0 +1,68 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from typing import Literal, Union + +import pydantic + + +class DirectoryDataPool(pydantic.BaseModel): + class DirectoryDataPoolMetadata(pydantic.BaseModel): + uri: str + format: str = "csv" + name_template: str = "{name}" # `name` and `uuid` allowed in template + + type: Literal["directory"] + metadata: DirectoryDataPoolMetadata + + +class CustomDataPool(pydantic.BaseModel): + type: Literal["custom"] + metadata: dict + + +class DirectoryModelPool(pydantic.BaseModel): + class DirectoryDataPoolMetadata(pydantic.BaseModel): + uri: str + format: str = "json" + name_template: str = "{name}" # `name` and `uuid` allowed in template + + type: Literal["directory"] + metadata: DirectoryDataPoolMetadata + + +class CustomModelPool(pydantic.BaseModel): + type: Literal["custom"] + metadata: dict + + +class DirectoryMetricPool(pydantic.BaseModel): + class DirectoryDataPoolMetadata(pydantic.BaseModel): + uri: str + format: str = "json" + name_template: str = "{name}" # `name` and `uuid` allowed in template + + type: Literal["directory"] + metadata: DirectoryDataPoolMetadata + + +class CustomMetricPool(pydantic.BaseModel): + type: Literal["custom"] + metadata: dict + + +class OutputPoolConf(pydantic.BaseModel): + data: Union[DirectoryDataPool, CustomDataPool] + model: Union[DirectoryModelPool, CustomModelPool] + metric: Union[DirectoryMetricPool, CustomMetricPool] diff --git a/python/fate_flow/components/loader/mlmd/__init__.py b/python/fate_flow/entity/spec/dag/_party.py similarity index 67% rename from python/fate_flow/components/loader/mlmd/__init__.py rename to python/fate_flow/entity/spec/dag/_party.py index ee85ecebf..cb8d9331e 100644 --- a/python/fate_flow/components/loader/mlmd/__init__.py +++ b/python/fate_flow/entity/spec/dag/_party.py @@ -1,4 +1,3 @@ -# # Copyright 2019 The FATE Authors. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); @@ -11,4 +10,16 @@ # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and -# limitations under the License. \ No newline at end of file +# limitations under the License. +# +from typing import Union, Literal, List + +from pydantic import BaseModel + + +class PartySpec(BaseModel): + role: Union[Literal["guest", "host", "arbiter", "local"]] + party_id: List[str] + + def tuple(self): + return self.role, self.party_id diff --git a/python/fate_flow/entity/spec/dag/_task.py b/python/fate_flow/entity/spec/dag/_task.py new file mode 100644 index 000000000..cb7fbd6ee --- /dev/null +++ b/python/fate_flow/entity/spec/dag/_task.py @@ -0,0 +1,67 @@ +from typing import Optional, Union, Dict, Any, List + +import pydantic + +from fate_flow.entity.spec.dag._artifact import ArtifactInputApplySpec, ArtifactOutputApplySpec +from fate_flow.entity.spec.dag._computing import StandaloneComputingSpec, SparkComputingSpec, EggrollComputingSpec +from fate_flow.entity.spec.dag._device import CPUSpec, GPUSpec +from fate_flow.entity.spec.dag._federation import StandaloneFederationSpec, RollSiteFederationSpec, RabbitMQFederationSpec,PulsarFederationSpec,OSXFederationSpec +from fate_flow.entity.spec.dag._logger import FlowLogger +from fate_flow.entity.spec.dag._mlmd import MLMDSpec + + +class PreTaskConfigSpec(pydantic.BaseModel): + class TaskConfSpec(pydantic.BaseModel): + device: Union[CPUSpec, GPUSpec] + computing: Union[StandaloneComputingSpec, EggrollComputingSpec, SparkComputingSpec] + federation: Union[ + StandaloneFederationSpec, + RollSiteFederationSpec, + RabbitMQFederationSpec, + PulsarFederationSpec, + OSXFederationSpec, + ] + logger: Union[FlowLogger] + + model_id: Optional[str] = "" + model_version: Optional[str] = "" + job_id: Optional[str] = "" + task_id: str + task_version: str + task_name: str + provider_name: str = "fate" + party_task_id: str + component: str + role: str + party_id: str + stage: str = "default" + parameters: Dict[str, Any] = {} + input_artifacts: Dict[str, Union[List[ArtifactInputApplySpec], ArtifactInputApplySpec]] = {} + conf: TaskConfSpec + mlmd: MLMDSpec + + +class TaskConfigSpec(pydantic.BaseModel): + class TaskConfSpec(pydantic.BaseModel): + device: Union[CPUSpec, GPUSpec] + computing: Union[StandaloneComputingSpec, EggrollComputingSpec, SparkComputingSpec] + federation: Union[ + StandaloneFederationSpec, + RollSiteFederationSpec, + RabbitMQFederationSpec, + PulsarFederationSpec, + OSXFederationSpec, + ] + logger: Union[FlowLogger] + + job_id: Optional[str] = "" + task_id: str + party_task_id: str + component: str + role: str + party_id: str + stage: str = "default" + parameters: Dict[str, Any] = {} + input_artifacts: Dict[str, Union[List[ArtifactInputApplySpec], ArtifactInputApplySpec]] = {} + output_artifacts: Dict[str, ArtifactOutputApplySpec] = {} + conf: TaskConfSpec diff --git a/python/fate_flow/entity/spec/flow/__init__.py b/python/fate_flow/entity/spec/flow/__init__.py new file mode 100644 index 000000000..16783af87 --- /dev/null +++ b/python/fate_flow/entity/spec/flow/__init__.py @@ -0,0 +1,21 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from ._model import MLModelSpec +from ._storage import FileStorageSpec, MysqlStorageSpec, TencentCosStorageSpec +from ._provider import ProviderSpec, DockerProviderSpec, K8sProviderSpec, LocalProviderSpec +from ._scheduler import SchedulerInfoSpec + +__all__ = ["MLModelSpec", "FileStorageSpec", "MysqlStorageSpec", "TencentCosStorageSpec", "ProviderSpec", + "DockerProviderSpec", "K8sProviderSpec", "LocalProviderSpec", "SchedulerInfoSpec"] diff --git a/python/fate_flow/entity/spec/_model.py b/python/fate_flow/entity/spec/flow/_model.py similarity index 100% rename from python/fate_flow/entity/spec/_model.py rename to python/fate_flow/entity/spec/flow/_model.py diff --git a/python/fate_flow/entity/spec/_provider.py b/python/fate_flow/entity/spec/flow/_provider.py similarity index 100% rename from python/fate_flow/entity/spec/_provider.py rename to python/fate_flow/entity/spec/flow/_provider.py diff --git a/python/fate_flow/entity/spec/_scheduler.py b/python/fate_flow/entity/spec/flow/_scheduler.py similarity index 84% rename from python/fate_flow/entity/spec/_scheduler.py rename to python/fate_flow/entity/spec/flow/_scheduler.py index 44332a46e..ecff0a917 100644 --- a/python/fate_flow/entity/spec/_scheduler.py +++ b/python/fate_flow/entity/spec/flow/_scheduler.py @@ -12,14 +12,11 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from typing import Any, List, Union, Literal, Dict +from typing import Any, List, Union, Dict from pydantic import BaseModel - -class PartySpec(BaseModel): - role: Union[Literal["guest", "host", "arbiter"]] - party_id: List[Union[str, int]] +from fate_flow.entity.spec._dag import PartySpec class SchedulerInfoSpec(BaseModel): diff --git a/python/fate_flow/entity/spec/_model_storage.py b/python/fate_flow/entity/spec/flow/_storage.py similarity index 100% rename from python/fate_flow/entity/spec/_model_storage.py rename to python/fate_flow/entity/spec/flow/_storage.py diff --git a/python/fate_flow/entity/types/_work.py b/python/fate_flow/entity/types/_work.py index 82a27ddc9..c9d02949f 100644 --- a/python/fate_flow/entity/types/_work.py +++ b/python/fate_flow/entity/types/_work.py @@ -23,4 +23,5 @@ class ProcessRole(CustomEnum): class WorkerName(CustomEnum): TASK_ENTRYPOINT = "task_entrypoint" - TASK_EXECUTOR = "task_executor" + TASK_EXECUTE = "task_execute" + COMPONENT_DEFINE = "component_define" diff --git a/python/fate_flow/entrypoint/cli.py b/python/fate_flow/entrypoint/cli.py index a9f5b1603..e18042d43 100644 --- a/python/fate_flow/entrypoint/cli.py +++ b/python/fate_flow/entrypoint/cli.py @@ -16,6 +16,7 @@ import click +from fate_flow.components.entrypoint.component import execute_component from fate_flow.entity.spec import TaskConfigSpec from fate_flow.hub.flow_hub import FlowHub @@ -43,6 +44,23 @@ def entrypoint(config, env_name): FlowHub.load_components_wraps(config=task_config).run() +@component.command() +@click.option("--config", required=False, type=click.File(), help="config path") +@click.option("--env-name", required=False, type=str, help="env name for config") +def execute(config, env_name): + # parse config + configs = {} + load_config_from_env(configs, env_name) + load_config_from_file(configs, config) + task_config = TaskConfigSpec.parse_obj(configs) + task_config.conf.logger.install() + logger = logging.getLogger(__name__) + logger.debug("logger installed") + logger.debug(f"task config: {task_config}") + execute_component(task_config) + + + def load_config_from_file(configs, config_file): from ruamel import yaml diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 5cfb4650b..e58c74d20 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -14,6 +14,7 @@ # limitations under the License. import logging +from fate_flow.engine.backend import build_backend from fate_flow.entity.spec import TaskConfigSpec, ModelWarehouseChannelSpec, RuntimeTaskOutputChannelSpec from fate_flow.hub.components_wraps import WrapsABC @@ -22,6 +23,18 @@ class FlowWraps(WrapsABC): def __init__(self, config: TaskConfigSpec): self.config = config self.mlmd = self.load_mlmd(config.conf.mlmd) + self.backend = build_backend(backend_name=self.config.conf.computing.type) + + @property + def task_info(self): + return { + "job_id": self.config.job_id, + "role": self.config.role, + "party_id": self.config.party_id, + "task_name": self.config.task_name, + "task_id": self.config.task_id, + "task_version": self.config.task_version + } def run(self): _config = self.preprocess() @@ -38,12 +51,13 @@ def preprocess(self): if isinstance(v, ModelWarehouseChannelSpec): self._input_model(v) else: - self._intput_data(v) + + # get component define + define = self.backend.get_component_define(provider_name=self.config.provider_name, task_info=self.task_info) + logging.info(define) logging.info(self.config.inputs.parameters) logging.info(self.config.inputs.artifacts) - - # model return {} def push_output(self): @@ -79,7 +93,21 @@ def _output_logs(self): pass def run_component(self): - return 0 + task_parameters = self.config.dict() + logging.info(self.config.provider_name) + logging.info(self.task_info) + logging.info("start run task") + + p = self.backend.run( + provider_name=self.config.provider_name, + task_info=self.task_info, + run_parameters=task_parameters, + output_path="" + ) + p.wait() + + logging.info(f"p.stdout: {p.stdout}") + logging.info(f"p.stderr: {p.stderr}") @staticmethod def load_mlmd(mlmd): diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 41ecd2b77..d69c7e415 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -20,6 +20,7 @@ from pydantic import BaseModel from typing import Dict, Union, List +from fate_flow.manager.service.provider_manager import ProviderManager from ._federation import StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, PulsarFederationSpec, \ RabbitMQFederationSpec from fate_flow.entity.spec import ComponentSpec, RuntimeInputDefinition, ModelWarehouseChannelSpec, InputChannelSpec, \ @@ -125,7 +126,7 @@ def conf(self, conf): class TaskParser(TaskParserABC): def __init__(self, task_node, job_id, task_name, role, party_id, task_id="", execution_id="", - task_version=None, parties=None): + task_version=None, parties=None, provider=None): self.task_node = task_node self.job_id = job_id self.task_name = task_name @@ -135,6 +136,7 @@ def __init__(self, task_node, job_id, task_name, role, party_id, task_id="", exe self.task_version = task_version self.execution_id = execution_id self.parties = parties + self._provider = None @property def need_run(self): @@ -173,6 +175,17 @@ def task_runtime_conf(self): _rc = self.task_node.conf.get(self.role, {}).get(self.party_id, {}) return _rc if _rc else {} + @property + def provider(self): + if not self._provider: + provider_name = self.task_runtime_conf.get("provider") + self._provider = ProviderManager.check_provider_name(provider_name) + return self._provider + + @property + def provider_name(self): + return ProviderManager.parser_provider_name(self.provider)[0] + @property def input_parameters(self): return self.task_node.runtime_parameters.get(self.role, {}).get(self.party_id, {}) @@ -304,6 +317,9 @@ def task_parameters(self) -> TaskConfigSpec: model_version="", job_id=self.job_id, task_id=self.task_id, + task_version=self.task_version, + task_name=self.task_name, + provider_name=self.provider_name, party_task_id=self.execution_id, component=self.component_ref, role=self.role, @@ -344,7 +360,7 @@ def parse_dag(self, dag_schema: DAGSchema, component_specs: Dict[str, ComponentS if not task_spec.conf: task_conf = copy.deepcopy(job_conf) else: - task_conf = copy.deepcopy(task_spec.conf).update(job_conf) + task_conf = copy.deepcopy(job_conf).update(task_spec.conf) if task_spec.stage: task_stage = task_spec.stage @@ -369,14 +385,16 @@ def parse_dag(self, dag_schema: DAGSchema, component_specs: Dict[str, ComponentS for channel in channel_spec_list: model_warehouse_channel = ModelWarehouseChannelSpec(**channel.dict(exclude_defaults=True)) if model_warehouse_channel.model_id is None: - model_warehouse_channel.model_id = self._conf.get("model_id", None) - model_warehouse_channel.model_version = self._conf.get("model_version", None) + model_warehouse_channel.model_id = \ + self._conf.get("model_warehouse", {}).get("model_id", None) + model_warehouse_channel.model_version = \ + self._conf.get("model_warehouse", {}).get("model_version", None) inputs.append(model_warehouse_channel) else: inputs = ModelWarehouseChannelSpec(**channel_spec_list.dict(exclude_defaults=True)) if inputs.model_id is None: - inputs.model_id = self._conf.get("model_id", None) - inputs.model_version = self._conf.get("model_version", None) + inputs.model_id = self._conf.get("model_warehouse", {}).get("model_id", None) + inputs.model_version = self._conf.get("model_warehouse", {}).get("model_version", None) upstream_inputs[input_key] = inputs continue diff --git a/python/fate_flow/hub/provider/fate.py b/python/fate_flow/hub/provider/fate.py index 9282d85a1..b329567d1 100644 --- a/python/fate_flow/hub/provider/fate.py +++ b/python/fate_flow/hub/provider/fate.py @@ -23,7 +23,7 @@ def __init__(self, provider): @property def component_list(self): - from fate.components.loader.component import list_components + from fate.components.core import list_components # {'buildin': [], 'thirdparty': []} components = list_components() _list = components.get('buildin', []) diff --git a/python/fate_flow/manager/components/base.py b/python/fate_flow/manager/components/base.py new file mode 100644 index 000000000..2f778b761 --- /dev/null +++ b/python/fate_flow/manager/components/base.py @@ -0,0 +1,39 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from fate_flow.entity.spec import DAGSchema, DAGSpec, PartySpec, TaskSpec, PartyTaskSpec, PartyTaskRefSpec, \ + TaskRuntimeInputDefinition, JobConfSpec, TaskConfSpec +from fate_flow.manager.service.provider_manager import ProviderManager + + +class Base: + @staticmethod + def local_dag_schema(task_name, component_ref, parameters): + provider = ProviderManager.get_fate_flow_provider() + party = PartySpec(role="local", party_id=["0"]) + dag = DAGSchema( + schema_version=provider.version, + dag=DAGSpec( + conf=JobConfSpec(task=TaskConfSpec(provider=provider.provider_name)), + parties=[party], + stage="default", + tasks={task_name: TaskSpec(component_ref=component_ref, parties=[party])}, + party_tasks={ + "local_0": PartyTaskSpec( + parties=[party], + tasks={task_name: PartyTaskRefSpec(inputs=TaskRuntimeInputDefinition(parameters=parameters))} + )} + )) + return dag diff --git a/python/fate_flow/manager/components/upload.py b/python/fate_flow/manager/components/upload.py index 90bff1c7f..ce3b5393b 100644 --- a/python/fate_flow/manager/components/upload.py +++ b/python/fate_flow/manager/components/upload.py @@ -13,244 +13,31 @@ # See the License for the specific language governing permissions and # limitations under the License. # -import logging as logger -import os -import time import uuid -from pydantic import typing - -from fate_flow.engine.storage import Session, EggRollStoreType, StorageEngine, StorageTableMeta, StorageTableOrigin +from fate_flow.controller.job_controller import JobController +from fate_flow.entity.code import ReturnCode from fate_flow.entity.types import EngineType +from fate_flow.manager.components.base import Base from fate_flow.runtime.system_settings import ENGINES -from fate_flow.utils.file_utils import get_fate_flow_directory - - -class Param(object): - def to_dict(self): - d = {} - for k, v in self.__dict__.items(): - if v is None: - continue - d[k] = v - return d - - -class MetaParam(Param): - def __init__(self, - delimiter: str = ",", - label_name: typing.Union[None, str] = None, - label_type: str = "int", - weight_name: typing.Union[None, str] = None, - dtype: str = "float32", - input_format: str = "dense"): - self.delimiter = delimiter - self.label_name = label_name - self.label_type = label_type - self.weight_name = weight_name - self.dtype = dtype - self.input_format = input_format - - -class UploadParam(Param): - def __init__( - self, - file="", - head=1, - partitions=10, - namespace="", - name="", - storage_engine="", - storage_address=None, - extend_sid=False, - destroy=False, - meta=None, - delimiter="," - ): - self.file = file - self.head = head - self.delimiter = delimiter - self.partitions = partitions - self.namespace = namespace - self.name = name - self.engine = storage_engine - self.storage_address = storage_address - self.extend_sid = extend_sid - self.destroy = destroy - self.meta = MetaParam(**meta) - - -class Upload: - def __init__(self): - self.MAX_PARTITIONS = 1024 - self.parameters: UploadParam - self.table = None - self.schema = {} - - def run(self, parameters: UploadParam, job_id=""): - self.parameters = parameters - if not self.parameters.engine: - self.parameters.engine = ENGINES.get(EngineType.STORAGE) - logger.info(self.parameters.to_dict()) - storage_engine = parameters.engine - storage_address = parameters.storage_address - if not storage_address: - storage_address = {} - if not os.path.isabs(parameters.file): - parameters.file = os.path.join( - get_fate_flow_directory(), parameters.file - ) - name, namespace = parameters.name, parameters.namespace - with Session() as sess: - if self.parameters.destroy: - # clean table - table = sess.get_table(namespace=namespace, name=name) - if table: - logger.info( - f"destroy table name: {name} namespace: {namespace} engine: {table.engine}" - ) - try: - table.destroy() - except Exception as e: - logger.error(e) - else: - logger.info( - f"can not found table name: {name} namespace: {namespace}, pass destroy" - ) - address_dict = storage_address.copy() - storage_session = sess.storage( - storage_engine=storage_engine - ) - if storage_engine in {StorageEngine.EGGROLL, StorageEngine.STANDALONE}: - upload_address = { - "name": name, - "namespace": namespace, - "storage_type": EggRollStoreType.ROLLPAIR_LMDB, - } - else: - raise RuntimeError(f"can not support this storage engine: {storage_engine}") - address_dict.update(upload_address) - logger.info(f"upload to {storage_engine} storage, address: {address_dict}") - address = StorageTableMeta.create_address( - storage_engine=storage_engine, address_dict=address_dict - ) - self.table = storage_session.create_table(address=address, origin=StorageTableOrigin.UPLOAD, **self.parameters.to_dict()) - - data_table_count = self.save_data_table(job_id) - - self.table.meta.update_metas(in_serialized=True) - logger.info("------------load data finish!-----------------") - # rm tmp file - logger.info("file: {}".format(self.parameters.file)) - logger.info("total data_count: {}".format(data_table_count)) - logger.info("table name: {}, table namespace: {}".format(name, namespace)) - return {"name": name, "namespace": namespace, "count": data_table_count} - - def save_data_table(self, job_id): - input_file = self.parameters.file - input_feature_count = self.get_count(input_file) - self.upload_file(input_file, job_id, input_feature_count) - table_count = self.table.count() - metas_info = { - "count": table_count, - "partitions": self.parameters.partitions - } - if self.parameters.meta: - pass - self.table.meta.update_metas(**metas_info) - return table_count - - def update_schema(self, fp): - read_status = False - if self.parameters.head is True: - data_head = fp.readline() - self.update_table_meta(data_head) - read_status = True - else: - # self.update_table_schema() - pass - return read_status - - def upload_file(self, input_file, job_id, input_feature_count=None, table=None): - if not table: - table = self.table - part_of_data = [] - with open(input_file, "r") as fp: - if self.update_schema(fp): - input_feature_count -= 1 - self.table.put_all(self.kv_generator(input_feature_count, fp, job_id, part_of_data)) - table.meta.update_metas(part_of_data=part_of_data) - - def get_line(self): - if not self.parameters.extend_sid: - line = self.get_data_line - else: - line = self.get_sid_data_line - return line - - @staticmethod - def get_data_line(values, delimiter, **kwargs): - return values[0], delimiter.join(list(map(str, values[1:]))) - - @staticmethod - def get_sid_data_line(values, delimiter, fate_uuid, line_index): - return fate_uuid + str(line_index), delimiter.join(list(map(str, values[1:]))) - - def kv_generator(self, input_feature_count, fp, job_id, part_of_data): - fate_uuid = uuid.uuid1().hex - get_line = self.get_line() - line_index = 0 - logger.info(input_feature_count) - while True: - lines = fp.readlines(104857600) - if lines: - for line in lines: - values = line.rstrip().split(self.parameters.delimiter) - k, v = get_line( - values=values, - line_index=line_index, - delimiter=self.parameters.delimiter, - fate_uuid=fate_uuid, - ) - yield k, v - line_index += 1 - if line_index <= 100: - part_of_data.append((k, v)) - save_progress = line_index / input_feature_count * 100 // 1 - job_info = { - "progress": save_progress, - "job_id": job_id, - "role": "local", - "party_id": 0, - } - # ControllerClient.update_job(job_info=job_info) - logger.info(f"job info: {job_info}") - else: - return - - def get_count(self, input_file): - with open(input_file, "r", encoding="utf-8") as fp: - count = 0 - for line in fp: - count += 1 - return count - def update_table_meta(self, data_head): - logger.info(f"data head: {data_head}") - schema = self.get_header_schema( - header_line=data_head, - delimiter=self.parameters.delimiter - ) - self.schema.update(schema) - self.schema.update(self.parameters.meta.to_dict()) - self.table.meta.update_metas(schema=schema) - def get_header_schema(self, header_line, delimiter): - header_source_item = header_line.split(delimiter) - if self.parameters.extend_sid: - header = delimiter.join(header_source_item).strip() - sid = "extend_sid" - else: - header = delimiter.join(header_source_item[1:]).strip() - sid = header_source_item[0].strip() - return {'header': header, 'sid': sid} +class UploadManager(Base): + @classmethod + def upload_file(cls, **kwargs): + name = kwargs.get("name") + namespace = kwargs.get("namespace") + if not name or not namespace: + name = str(uuid.uuid1()) + namespace = "upload" + kwargs.update({ + "storage_engine": ENGINES.get(EngineType.STORAGE), + "name": name, + "namespace": namespace + }) + + dag_schema = cls.local_dag_schema("upload_0", "upload", parameters=kwargs) + result = JobController.request_create_job(dag_schema.dict()) + if result.get("code") == ReturnCode.Base.SUCCESS: + result["data"] = {"name": name, "namespace": namespace} + return result diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index b4e1f6014..467214818 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -53,7 +53,7 @@ def send_table( # save meta if output_data_count == 0: output_data_file_list.append(output_data_file_path) - schema = output_table.meta.get_schema() + schema = output_table.meta.get_data_meta() header = schema.get("header", []) output_data_meta_file_list.append(output_data_meta_file_path) with open(output_data_meta_file_path, 'w') as f: diff --git a/python/fate_flow/manager/service/provider_manager.py b/python/fate_flow/manager/service/provider_manager.py index 4b72b0511..811b08e38 100644 --- a/python/fate_flow/manager/service/provider_manager.py +++ b/python/fate_flow/manager/service/provider_manager.py @@ -56,15 +56,13 @@ def get_provider(cls, name, device, version, metadata) -> Union[ComponentProvide @DB.connection_context() def register_provider(cls, provider: ComponentProvider): provider_info = ProviderInfo() - provider_info.f_provider_name = cls.generate_provider_name(name=provider.name, version=provider.version, - device=provider.device) + provider_info.f_provider_name = provider.provider_name provider_info.f_name = provider.name provider_info.f_device = provider.device provider_info.f_version = provider.version provider_info.f_metadata = provider.metadata.dict() operator_type = cls.safe_save(ProviderInfo, defaults=provider_info.to_dict(), - f_provider_name=cls.generate_provider_name(provider.name, provider.version, - provider.device)) + f_provider_name=provider.provider_name) # todo: load entrypoint、components、params... # load components cls.register_component(provider) @@ -79,9 +77,7 @@ def register_component(cls, provider: ComponentProvider): for component_name in component_list: component = ComponentInfo() - component.f_provider_name = cls.generate_provider_name( - name=provider.name, version=provider.version, device=provider.device - ) + component.f_provider_name = provider.provider_name component.f_name = provider.name component.f_device = provider.device component.f_version = provider.version diff --git a/python/fate_flow/manager/service/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py index 63e1b81f8..94c32047b 100644 --- a/python/fate_flow/manager/service/worker_manager.py +++ b/python/fate_flow/manager/service/worker_manager.py @@ -30,58 +30,50 @@ class WorkerManager: @classmethod - def start_general_worker(cls, worker_name: WorkerName, job_id="", role="", party_id=0, provider=None, - initialized_config: dict = None, run_in_subprocess=True, **kwargs): - pass - - @classmethod - def start_task_worker(cls, worker_name, task: Task, task_parameters, executable, common_cmd=None, - extra_env: dict = None, **kwargs): - worker_id, config_dir, log_dir = cls.get_process_dirs( - worker_name=worker_name, - job_id=task.f_job_id, - role=task.f_role, - party_id=task.f_party_id, - task=task) - params_env = cls.get_env(task.f_job_id, task_parameters) + def start_task_worker(cls, worker_name, task_info, task_parameters=None, executable=None, common_cmd=None, + extra_env: dict = None, record=False, **kwargs): + if not extra_env: + extra_env = {} + worker_id = uuid1().hex + config_dir, log_dir = cls.get_process_dirs( + job_id=task_info.get("job_id"), + role=task_info.get("role"), + party_id=task_info.get("party_id"), + task_name=task_info.get("task_name"), + task_version=task_info.get("task_version") + ) + params_env = {} + if task_info: + params_env = cls.get_env(task_info.get("job_id"), task_parameters) extra_env.update(params_env) if executable: process_cmd = executable else: process_cmd = [os.getenv("EXECUTOR_ENV") or sys.executable or "python3"] process_cmd.extend(common_cmd) - p = process_utils.run_subprocess(job_id=task.f_job_id, config_dir=config_dir, process_cmd=process_cmd, - added_env=extra_env, log_dir=log_dir, cwd_dir=config_dir, process_name=worker_name.value, - process_id=worker_id) - cls.save_worker_info(task=task, worker_name=worker_name, worker_id=worker_id, - run_ip=RuntimeConfig.JOB_SERVER_HOST, run_pid=p.pid, config=task_parameters, - cmd=process_cmd) - schedule_logger(job_id=task.f_job_id).info(f"start task worker, executor id {task.f_execution_id}...") - return { - "run_pid": p.pid, - "run_ip": RuntimeConfig.JOB_SERVER_HOST, - "worker_id": worker_id, - "cmd": process_cmd, - "run_port": RuntimeConfig.HTTP_PORT - } + p = process_utils.run_subprocess(job_id=task_info.get("job_id"), config_dir=config_dir, process_cmd=process_cmd, + added_env=extra_env, log_dir=log_dir, cwd_dir=config_dir, + process_name=worker_name.value, process_id=worker_id) + if record: + cls.save_worker_info(task_info=task_info, worker_name=worker_name, worker_id=worker_id, + run_ip=RuntimeConfig.JOB_SERVER_HOST, run_pid=p.pid, config=task_parameters, + cmd=process_cmd) + return { + "run_pid": p.pid, + "run_ip": RuntimeConfig.JOB_SERVER_HOST, + "worker_id": worker_id, + "cmd": process_cmd, + "run_port": RuntimeConfig.HTTP_PORT + } + else: + return p @classmethod - def get_process_dirs(cls, worker_name: WorkerName, worker_id=None, job_id=None, role=None, party_id=None, task: Task = None): - if not worker_id: - worker_id = uuid1().hex - party_id = str(party_id) - if task: - config_dir = job_utils.get_job_directory(job_id, role, party_id, task.f_task_name, task.f_task_id, - str(task.f_task_version), worker_name.value, worker_id) - log_dir = job_utils.get_job_log_directory(job_id, role, party_id, task.f_task_name) - elif job_id and role and party_id: - config_dir = job_utils.get_job_directory(job_id, role, party_id, worker_name.value, worker_id) - log_dir = job_utils.get_job_log_directory(job_id, role, party_id, worker_name.value, worker_id) - else: - config_dir = job_utils.get_general_worker_directory(worker_name.value, worker_id) - log_dir = job_utils.get_general_worker_log_directory(worker_name.value, worker_id) + def get_process_dirs(cls, job_id, role, party_id, task_name, task_version): + config_dir = job_utils.get_job_directory(job_id, role, party_id, task_name, str(task_version)) + log_dir = job_utils.get_job_log_directory(job_id, role, party_id, task_name) os.makedirs(config_dir, exist_ok=True) - return worker_id, config_dir, log_dir + return config_dir, log_dir @classmethod def get_config(cls, config_dir, config): @@ -109,10 +101,11 @@ def cmd_to_func_kwargs(cls, cmd): @classmethod @DB.connection_context() - def save_worker_info(cls, task: Task, worker_name: WorkerName, worker_id, **kwargs): + def save_worker_info(cls, task_info, worker_name: WorkerName, worker_id, **kwargs): worker = WorkerInfo() ignore_attr = auto_date_timestamp_db_field() - for attr, value in task.to_dict().items(): + for attr, value in task_info.items(): + attr = f"f_{attr}" if hasattr(worker, attr) and attr not in ignore_attr and value is not None: setattr(worker, attr, value) worker.f_create_time = current_timestamp() diff --git a/python/fate_flow/runtime/component_provider.py b/python/fate_flow/runtime/component_provider.py index f6ee234b0..3d0f426b9 100644 --- a/python/fate_flow/runtime/component_provider.py +++ b/python/fate_flow/runtime/component_provider.py @@ -58,5 +58,9 @@ def python_path(self): def python_env(self): return self._python_env + @property + def provider_name(self): + return f"{self.name}:{self.version}@{self.device}" + def __eq__(self, other): return self.name == other.name and self.version == other.version diff --git a/python/fate_flow/utils/job_utils.py b/python/fate_flow/utils/job_utils.py index a22eec854..87ca1b518 100644 --- a/python/fate_flow/utils/job_utils.py +++ b/python/fate_flow/utils/job_utils.py @@ -82,8 +82,8 @@ def get_job_log_directory(job_id, *args): return os.path.join(LOG_DIR, job_id, *args) -def get_task_directory(job_id, role, party_id, task_name, task_id, task_version, **kwargs): - return get_job_directory(job_id, role, party_id, task_name, task_id, str(task_version)) +def get_task_directory(job_id, role, party_id, task_name, task_version, **kwargs): + return get_job_directory(job_id, role, party_id, task_name, str(task_version)) def start_session_stop(task): diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index 31b81b9a0..da89c148f 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -58,7 +58,6 @@ def run_subprocess(job_id, config_dir, process_cmd, added_env: dict = None, log_ if name.endswith("PATH") and subprocess_env.get(name) is not None: value += ':' + subprocess_env[name] subprocess_env[name] = value - subprocess_env.pop("CLASSPATH", None) logger.info(f"RUN ENV: {subprocess_env}") p = subprocess.Popen(process_cmd, stdout=std, diff --git a/python/fate_flow/worker/fate_executor.py b/python/fate_flow/worker/fate_executor.py index cda9da21d..8b0815ae1 100644 --- a/python/fate_flow/worker/fate_executor.py +++ b/python/fate_flow/worker/fate_executor.py @@ -23,12 +23,10 @@ class FateSubmit: @staticmethod def run(): import click - from fate.components.entrypoint.clean_cli import clean from fate.components.entrypoint.component_cli import component cli = click.Group() cli.add_command(component) - cli.add_command(clean) cli(prog_name="python -m fate.component") diff --git a/python/fate_flow/worker/fate_flow_executor.py b/python/fate_flow/worker/fate_flow_executor.py index 4acba0b1c..220b994d2 100644 --- a/python/fate_flow/worker/fate_flow_executor.py +++ b/python/fate_flow/worker/fate_flow_executor.py @@ -24,7 +24,7 @@ class FateFlowSubmit: @staticmethod def run(): import click - from fate_flow.components.entrypoint.component_cli import component + from fate_flow.entrypoint.cli import component cli = click.Group() cli.add_command(component) From 5a43bf8b642d5ae3aa5e04e789866102640bc808 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 20 Jun 2023 14:38:13 +0800 Subject: [PATCH 109/482] fateflow: init task schedule Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/table_app.py | 12 +- python/fate_flow/apps/worker/worker_app.py | 57 ++-- .../fate_flow/components/components/upload.py | 6 +- .../components/entrypoint/component.py | 4 +- python/fate_flow/controller/job_controller.py | 8 +- .../fate_flow/controller/task_controller.py | 8 +- python/fate_flow/db/db_models.py | 2 + python/fate_flow/db/storage_models.py | 1 - python/fate_flow/engine/backend/_base.py | 37 +- python/fate_flow/engine/backend/_spark.py | 4 +- python/fate_flow/engine/storage/_abc.py | 5 - python/fate_flow/engine/storage/_table.py | 11 +- .../engine/storage/standalone/_standalone.py | 4 +- .../engine/storage/standalone/_table.py | 2 +- python/fate_flow/entity/spec/__init__.py | 8 - python/fate_flow/entity/spec/_dag.py | 321 ------------------ python/fate_flow/entity/spec/dag/__init__.py | 16 +- python/fate_flow/entity/spec/dag/_artifact.py | 55 ++- .../fate_flow/entity/spec/dag/_component.py | 90 +++++ .../fate_flow/entity/spec/dag/_computing.py | 2 +- .../fate_flow/entity/spec/dag/_federation.py | 2 +- python/fate_flow/entity/spec/dag/_job.py | 32 +- python/fate_flow/entity/spec/dag/_logger.py | 1 + python/fate_flow/entity/spec/dag/_mlmd.py | 2 +- python/fate_flow/entity/spec/dag/_output.py | 25 +- python/fate_flow/entity/spec/dag/_task.py | 50 ++- .../fate_flow/entity/spec/flow/_scheduler.py | 2 +- python/fate_flow/entity/types/__init__.py | 2 + python/fate_flow/entity/types/_address.py | 25 ++ python/fate_flow/entity/types/_artificats.py | 60 ++++ python/fate_flow/entity/types/_input.py | 30 ++ python/fate_flow/entrypoint/cli.py | 4 +- .../hub/components_wraps/__init__.py | 4 +- .../hub/components_wraps/default/_wraps.py | 235 +++++++++---- python/fate_flow/hub/flow_hub.py | 2 +- python/fate_flow/hub/parser/__init__.py | 4 - .../hub/parser/default/_federation.py | 140 -------- .../fate_flow/hub/parser/default/_parser.py | 221 ++++++------ .../hub/scheduler/default/_scheduler.py | 3 +- python/fate_flow/manager/components/base.py | 6 +- python/fate_flow/manager/data/data_manager.py | 49 ++- .../fate_flow/manager/model/handel/_base.py | 2 +- .../fate_flow/manager/model/handel/_file.py | 2 +- .../fate_flow/manager/model/handel/_mysql.py | 2 +- .../manager/model/handel/_tencent_cos.py | 2 +- .../fate_flow/manager/model/model_manager.py | 2 +- .../manager/service/provider_manager.py | 2 +- .../fate_flow/runtime/component_provider.py | 2 +- python/fate_flow/runtime/system_settings.py | 4 +- python/fate_flow/utils/io_utils.py | 59 ++-- python/fate_flow/utils/job_utils.py | 11 +- python/fate_flow/utils/permission_utils.py | 2 +- python/fate_flow/utils/process_utils.py | 3 +- python/fate_flow/worker/fate_executor.py | 2 +- python/fate_flow/worker/fate_flow_executor.py | 2 +- python/ofx/api/models/worker.py | 8 + 56 files changed, 829 insertions(+), 828 deletions(-) delete mode 100644 python/fate_flow/entity/spec/_dag.py create mode 100644 python/fate_flow/entity/spec/dag/_component.py create mode 100644 python/fate_flow/entity/types/_artificats.py create mode 100644 python/fate_flow/entity/types/_input.py delete mode 100644 python/fate_flow/hub/parser/default/_federation.py diff --git a/python/fate_flow/apps/client/table_app.py b/python/fate_flow/apps/client/table_app.py index 2720b7eac..ae02a61ea 100644 --- a/python/fate_flow/apps/client/table_app.py +++ b/python/fate_flow/apps/client/table_app.py @@ -30,16 +30,10 @@ @API.Input.params(name=fields.String(required=True)) @API.Input.params(display=fields.Bool(required=False)) def query_table(namespace, name, display=False): - data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) - if data_table_meta: - data = { - "namespace": namespace, - "name": name, - "count": data_table_meta.count, - "schema": data_table_meta.get_schema() - } + data, display_data = DataManager.get_data_info(namespace, name) + if data: if display: - data.update({"display": data_table_meta.part_of_data}) + data.update({"display": display_data}) return API.Output.json(data=data) else: return API.Output.fate_flow_exception(NoFoundTable(name=name, namespace=namespace)) diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 60c029ca5..c1360c081 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -17,6 +17,7 @@ from fate_flow.controller.task_controller import TaskController from fate_flow.entity.code import ReturnCode +from fate_flow.manager.data.data_manager import DataManager from fate_flow.manager.model.model_manager import PipelinedModel from fate_flow.manager.metric.metric_manager import OutputMetric from fate_flow.manager.service.output_manager import OutputDataTracking @@ -91,23 +92,31 @@ def download_model(model_id, model_version, role, party_id, task_name, output_ke @manager.route('/data/tracking/query', methods=['GET']) -@API.Input.params(job_id=fields.String(required=True)) -@API.Input.params(role=fields.String(required=True)) -@API.Input.params(party_id=fields.String(required=True)) -@API.Input.params(task_name=fields.String(required=True)) -@API.Input.params(output_key=fields.String(required=True)) -def query_data_tracking(job_id, role, party_id, task_name, output_key): - data_info = { - "job_id": job_id, - "role": role, - "party_id": party_id, - "task_name": task_name, - "output_key": output_key - } - data_list = OutputDataTracking.query(data_info) - if data_list: - return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=data_list[0].to_human_model_dict()) - return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") +@API.Input.params(job_id=fields.String(required=False)) +@API.Input.params(role=fields.String(required=False)) +@API.Input.params(party_id=fields.String(required=False)) +@API.Input.params(task_name=fields.String(required=False)) +@API.Input.params(output_key=fields.String(required=False)) +@API.Input.params(namespace=fields.String(required=False)) +@API.Input.params(name=fields.String(required=False)) +def query_data_tracking(job_id=None, role=None, party_id=None, task_name=None, output_key=None, namespace=None, name=None): + if not namespace and name: + data_info = { + "job_id": job_id, + "role": role, + "party_id": party_id, + "task_name": task_name, + "output_key": output_key + } + data_list = OutputDataTracking.query(data_info) + if data_list: + data = data_list[0] + namespace, name = data.f_namespace, data.f_name + else: + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") + info = DataManager.get_data_info(namespace, name) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=info) + @manager.route('/data/tracking/save', methods=['POST']) @@ -115,20 +124,28 @@ def query_data_tracking(job_id, role, party_id, task_name, output_key): @API.Input.json(meta_data=fields.Dict(required=True)) @API.Input.json(uri=fields.String(required=True)) @API.Input.json(output_key=fields.String(required=True)) -def save_data_tracking(execution_id, meta_data, uri, output_key): +@API.Input.params(namespace=fields.String(required=True)) +@API.Input.params(name=fields.String(required=True)) +@API.Input.params(partitions=fields.String(required=True)) +def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name, partitions): task = JobSaver.query_task_by_execution_id(execution_id=execution_id) data_info = { "uri": uri, "output_key": output_key, - "meta": meta_data, "job_id": task.f_job_id, "role": task.f_role, "party_id": task.f_party_id, "task_id": task.f_task_id, "task_version": task.f_task_version, - "task_name": task.f_task_name + "task_name": task.f_task_name, + "namespace": namespace, + "name": name } OutputDataTracking.create(data_info) + DataManager.create_data_table( + namespace=namespace, name=name, uri=uri, partitions=partitions, + data_meta=meta_data, origin=f"{task.f_job_id}.{task.f_task_name}" + ) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 13196a7ec..2e91d99c9 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -19,6 +19,7 @@ from fate_flow.components import cpn from fate_flow.engine.storage import Session, StorageEngine, StorageType, StorageTableMeta, StorageOrigin +from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME from fate_flow.utils.file_utils import get_fate_flow_directory @@ -151,9 +152,10 @@ def run(self, parameters: UploadParam, job_id=""): if storage_engine in {StorageEngine.EGGROLL, StorageEngine.STANDALONE}: upload_address = { "name": name, - "namespace": namespace, - "storage_type": StorageType.TABLE + "namespace": namespace } + if storage_engine == StorageEngine.STANDALONE: + upload_address.update({"home": STANDALONE_DATA_HOME}) else: raise RuntimeError(f"can not support this storage engine: {storage_engine}") address_dict.update(upload_address) diff --git a/python/fate_flow/components/entrypoint/component.py b/python/fate_flow/components/entrypoint/component.py index 2b6024c5c..ae2240dff 100644 --- a/python/fate_flow/components/entrypoint/component.py +++ b/python/fate_flow/components/entrypoint/component.py @@ -14,14 +14,14 @@ # limitations under the License. import logging -from fate_flow.entity.spec import TaskConfigSpec +from fate_flow.entity.spec.dag import TaskConfigSpec logger = logging.getLogger(__name__) def execute_component(config: TaskConfigSpec): component = load_component(config.component) - cpn_config = config.inputs.parameters + cpn_config = config.parameters cpn_config["job_id"] = config.job_id logger.info(f"cpn_config： {cpn_config}") diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 48fd9d590..86fb6dab5 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -15,11 +15,10 @@ # import os import shutil -from typing import Union from fate_flow.controller.task_controller import TaskController from fate_flow.db import Job -from fate_flow.entity.spec import DAGSchema, JobConfSpec, InheritConfSpec +from fate_flow.entity.spec.dag import DAGSchema, JobConfSpec, InheritConfSpec from fate_flow.entity.types import EndStatus, JobStatus, TaskStatus from fate_flow.entity.code import ReturnCode from fate_flow.errors.job import NoFoundJob, InheritanceFailed @@ -32,7 +31,7 @@ from fate_flow.scheduler.federated_scheduler import FederatedScheduler from fate_flow.runtime.system_settings import PARTY_ID, LOG_DIR from fate_flow.utils.base_utils import current_timestamp -from fate_flow.utils.job_utils import get_job_log_directory +from fate_flow.utils.job_utils import get_job_log_directory, save_job_dag from fate_flow.utils.log_utils import schedule_logger @@ -46,6 +45,7 @@ def request_create_job(cls, dag_schema: dict, user_name: str = None): if not dag_schema.dag.conf.scheduler_party_id: dag_schema.dag.conf.scheduler_party_id = PARTY_ID JobInheritance.check(dag_schema.dag.conf.inheritance) + response = FederatedScheduler.request_create_job( party_id=dag_schema.dag.conf.scheduler_party_id, initiator_party_id=dag_schema.dag.conf.initiator_party_id, @@ -54,6 +54,8 @@ def request_create_job(cls, dag_schema: dict, user_name: str = None): }) if user_name and response.get("code") == ReturnCode.Base.SUCCESS: JobSaver.update_job_user(job_id=response.get("job_id"), user_name=user_name) + if response and isinstance(response, dict) and response.get("code") == ReturnCode.Base.SUCCESS: + save_job_dag(job_id=response.get("job_id"), dag=dag_schema.dict()) return response @classmethod diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index a3a449585..31948899f 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -18,9 +18,8 @@ from fate_flow.db.db_models import Task from fate_flow.db.schedule_models import ScheduleTask, ScheduleJob, ScheduleTaskStatus from fate_flow.engine.devices import build_engine -from fate_flow.entity.spec import DAGSchema +from fate_flow.entity.spec.dag import DAGSchema from fate_flow.hub.flow_hub import FlowHub -from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.manager.service.worker_manager import WorkerManager from fate_flow.scheduler.federated_scheduler import FederatedScheduler @@ -52,7 +51,7 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task_parser = job_parser.task_parser( task_node=task_node, job_id=job_id, task_name=task_name, role=role, party_id=party_id, task_id=task_id, execution_id=execution_id, task_version=task_version, parties=dag_schema.dag.parties, - + model_id=dag_schema.dag.conf.model_id, model_version=dag_schema.dag.conf.model_version ) need_run = task_parser.need_run schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} need run status {need_run}") @@ -143,7 +142,8 @@ def start_task(cls, job_id, role, party_id, task_id, task_version): task_node = job_parser.get_task_node(task_name=task.f_task_name) task_parser = job_parser.task_parser( task_node=task_node, job_id=job_id, task_name=task.f_task_name, role=role, - party_id=party_id, parties=dag_schema.dag.parties + party_id=party_id, parties=dag_schema.dag.parties, model_id=dag_schema.dag.conf.model_id, + model_version=dag_schema.dag.conf.model_version ) # task_parser.update_runtime_artifacts(run_parameters) schedule_logger(job_id).info(f"task run parameters: {run_parameters}") diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index d1b872459..9bdcd6af9 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -110,6 +110,8 @@ class TrackingOutputInfo(DataBaseModel): f_party_id = CharField(max_length=50, index=True) f_output_key = CharField(max_length=30) f_uri = CharField(max_length=200, null=True) + f_namespace = CharField(max_length=200) + f_name = CharField(max_length=200) f_meta = JSONField() class Meta: diff --git a/python/fate_flow/db/storage_models.py b/python/fate_flow/db/storage_models.py index c4436fcb1..b080a51dd 100644 --- a/python/fate_flow/db/storage_models.py +++ b/python/fate_flow/db/storage_models.py @@ -31,7 +31,6 @@ class StorageTableMetaModel(DataBaseModel): f_namespace = CharField(max_length=100, index=True) f_address = JSONField() f_engine = CharField(max_length=100) # 'EGGROLL', 'MYSQL' - f_store_type = CharField(max_length=50, null=True) # store type f_options = JSONField() f_partitions = IntegerField(null=True) diff --git a/python/fate_flow/engine/backend/_base.py b/python/fate_flow/engine/backend/_base.py index e3ca9c4e8..f342e585c 100644 --- a/python/fate_flow/engine/backend/_base.py +++ b/python/fate_flow/engine/backend/_base.py @@ -17,10 +17,13 @@ import abc import json +import logging import os import sys import typing +import yaml + from fate_flow.db.db_models import Task from fate_flow.entity.types import ProviderName, WorkerName from fate_flow.manager.service.worker_manager import WorkerManager @@ -43,11 +46,14 @@ def is_alive(self, task: Task): class LocalEngine(object): @classmethod - def get_component_define(cls, provider_name, task_info): + def get_component_define(cls, provider_name, task_info, stage): task_dir = get_task_directory(**task_info) + component_ref = task_info.get("component") + role = task_info.get("role") os.makedirs(task_dir, exist_ok=True) - define_file = os.path.join(task_dir, "define.json") - cmd = cls.generate_component_define_cmd(provider_name, define_file) + define_file = os.path.join(task_dir, "define.yaml") + cmd = cls.generate_component_define_cmd(provider_name, component_ref, role, stage, define_file) + logging.debug(f"load define cmd: {cmd}") if cmd: p = WorkerManager.start_task_worker( worker_name=WorkerName.COMPONENT_DEFINE, @@ -55,13 +61,14 @@ def get_component_define(cls, provider_name, task_info): common_cmd=cmd ) p.wait() + logging.info(p.stdout) if os.path.exists(define_file): with open(define_file, "r") as fr: - return json.load(fr) + return yaml.safe_load(fr) return {} @staticmethod - def generate_component_run_cmd(provider_name, path=""): + def generate_component_run_cmd(provider_name, output_path=""): if provider_name == ProviderName.FATE: from fate_flow.worker.fate_executor import FateSubmit module_file_path = sys.modules[FateSubmit.__module__].__file__ @@ -71,6 +78,8 @@ def generate_component_run_cmd(provider_name, path=""): "execute", "--env-name", "FATE_TASK_CONFIG", + "--output-path", + output_path ] elif provider_name == ProviderName.FATE_FLOW: @@ -81,25 +90,29 @@ def generate_component_run_cmd(provider_name, path=""): "component", "execute", "--env-name", - "FATE_TASK_CONFIG", + "FATE_TASK_CONFIG" ] else: raise ValueError(f"load provider {provider_name} failed") return common_cmd @staticmethod - def generate_component_define_cmd(provider_name, define_file): + def generate_component_define_cmd(provider_name, component_ref, role, stage, define_file): cmd = [] - if provider_name == ProviderName.FATE_FLOW: + if provider_name == ProviderName.FATE: from fate_flow.worker.fate_executor import FateSubmit module_file_path = sys.modules[FateSubmit.__module__].__file__ cmd = [ module_file_path, "component", - "cleanup", - "--path", + "artifact-type", + "--name", + component_ref, + "--role", + role, + "--stage", + stage, + "--output-path", define_file ] - return None - return cmd diff --git a/python/fate_flow/engine/backend/_spark.py b/python/fate_flow/engine/backend/_spark.py index d5ca2406d..4dfd9771d 100644 --- a/python/fate_flow/engine/backend/_spark.py +++ b/python/fate_flow/engine/backend/_spark.py @@ -24,7 +24,7 @@ class SparkEngine(LocalEngine): - def run(self, task_info, run_parameters, run_parameters_path, config_dir, log_dir, cwd_dir, provider_name, **kwargs): + def run(self, task_info, run_parameters, output_path, run_parameters_path, config_dir, log_dir, cwd_dir, provider_name, **kwargs): # todo: get spark home from server registry spark_home = None if not spark_home: @@ -55,7 +55,7 @@ def run(self, task_info, run_parameters, run_parameters_path, config_dir, log_di worker_name=WorkerName.TASK_EXECUTE, task_info=task_info, task_parameters=run_parameters, - common_cmd=self.generate_component_run_cmd(provider_name), + common_cmd=self.generate_component_run_cmd(provider_name, output_path), extra_env=extra_env, executable=process_cmd ) diff --git a/python/fate_flow/engine/storage/_abc.py b/python/fate_flow/engine/storage/_abc.py index 1758b2882..318b8c788 100644 --- a/python/fate_flow/engine/storage/_abc.py +++ b/python/fate_flow/engine/storage/_abc.py @@ -132,11 +132,6 @@ def address(self): def engine(self): ... - @property - @abc.abstractmethod - def store_type(self): - ... - @property @abc.abstractmethod def options(self): diff --git a/python/fate_flow/engine/storage/_table.py b/python/fate_flow/engine/storage/_table.py index fa7265384..f31dbab6c 100644 --- a/python/fate_flow/engine/storage/_table.py +++ b/python/fate_flow/engine/storage/_table.py @@ -33,14 +33,13 @@ class StorageTableBase(StorageTableABC): - def __init__(self, name, namespace, address, partitions, options, engine, store_type): + def __init__(self, name, namespace, address, partitions, options, engine): self._name = name self._namespace = namespace self._address = address self._partitions = partitions self._options = options if options else {} self._engine = engine - self._store_type = store_type self._meta = None self._read_access_time = None @@ -70,10 +69,6 @@ def options(self): def engine(self): return self._engine - @property - def store_type(self): - return self._store_type - @property def meta(self): return self._meta @@ -110,7 +105,6 @@ def create_meta(self, **kwargs): table_meta.address = self._address table_meta.partitions = self._partitions table_meta.engine = self._engine - table_meta.store_type = self._store_type table_meta.options = self._options table_meta.create() self._meta = table_meta @@ -186,7 +180,6 @@ def __init__(self, name, namespace, new=False, create_address=True): self.options = None self.partitions = None self.have_head = None - self.delimiter = None self.extend_sid = False self.auto_increasing_sid = None self.data_meta = None @@ -366,7 +359,7 @@ def get_partitions(self): return self.partitions def get_id_delimiter(self): - return self.delimiter + return self.data_meta.get("delimiter", ",") def get_extend_sid(self): return self.extend_sid diff --git a/python/fate_flow/engine/storage/standalone/_standalone.py b/python/fate_flow/engine/storage/standalone/_standalone.py index e3d05066c..399c52f94 100644 --- a/python/fate_flow/engine/storage/standalone/_standalone.py +++ b/python/fate_flow/engine/storage/standalone/_standalone.py @@ -34,7 +34,7 @@ import lmdb import numpy as np -from fate_flow.utils import file_utils +from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME from fate_flow.utils.log import getLogger LOGGER = getLogger("storage") @@ -690,7 +690,7 @@ def _put_to_meta_table(key, value): _get_meta_table().put(key, value) -_data_dir = Path(file_utils.get_project_base_directory()).joinpath("data").absolute() +_data_dir = Path(STANDALONE_DATA_HOME).absolute() def _get_data_dir(): diff --git a/python/fate_flow/engine/storage/standalone/_table.py b/python/fate_flow/engine/storage/standalone/_table.py index 54588a5f6..79fa7fcfc 100644 --- a/python/fate_flow/engine/storage/standalone/_table.py +++ b/python/fate_flow/engine/storage/standalone/_table.py @@ -37,8 +37,8 @@ def __init__( partitions=partitions, options=options, engine=StorageEngine.STANDALONE, - store_type=store_type, ) + self._store_type = store_type self._session = session self._table = self._session.create_table( namespace=self.namespace, diff --git a/python/fate_flow/entity/spec/__init__.py b/python/fate_flow/entity/spec/__init__.py index ae35b0fe7..878d3a9c5 100644 --- a/python/fate_flow/entity/spec/__init__.py +++ b/python/fate_flow/entity/spec/__init__.py @@ -13,11 +13,3 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from .flow import MLModelSpec, MysqlStorageSpec, TencentCosStorageSpec, FileStorageSpec, K8sProviderSpec, \ - DockerProviderSpec, LocalProviderSpec, ProviderSpec, SchedulerInfoSpec -# from .dag import TaskConfigSpec, PreTaskConfigSpec, DAGSchema -from ._dag import * - -# __all__ = ["MLModelSpec", "MysqlStorageSpec", "TencentCosStorageSpec", "FileStorageSpec", "K8sProviderSpec", -# "DockerProviderSpec", "LocalProviderSpec", "ProviderSpec", "SchedulerInfoSpec", "TaskConfigSpec", -# "DAGSchema"] diff --git a/python/fate_flow/entity/spec/_dag.py b/python/fate_flow/entity/spec/_dag.py deleted file mode 100644 index 95a4dc123..000000000 --- a/python/fate_flow/entity/spec/_dag.py +++ /dev/null @@ -1,321 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import logging.config -import os.path -from typing import Optional, Dict, List, Union, Any, Literal, TypeVar -from pydantic import BaseModel - - -# component -class ParameterSpec(BaseModel): - type: str - default: Any - optional: bool - - -class ArtifactSpec(BaseModel): - type: str - optional: bool - stages: Optional[List[str]] - roles: Optional[List[str]] - - -class InputDefinitionsSpec(BaseModel): - parameters: Dict[str, ParameterSpec] - artifacts: Dict[str, ArtifactSpec] - - -class OutputDefinitionsSpec(BaseModel): - artifacts: Dict[str, ArtifactSpec] - - -class ComponentSpec(BaseModel): - name: str - description: str - provider: str - version: str - labels: List[str] = ["trainable"] - roles: List[str] - input_definitions: InputDefinitionsSpec - output_definitions: OutputDefinitionsSpec - - -class RuntimeOutputChannelSpec(BaseModel): - producer_task: str - output_artifact_key: str - - -class RuntimeInputDefinition(BaseModel): - parameters: Optional[Dict[str, Any]] - artifacts: Optional[Dict[str, Dict[str, RuntimeOutputChannelSpec]]] - - -# dag -class PartySpec(BaseModel): - role: Union[Literal["guest", "host", "arbiter", "local"]] - party_id: List[str] - - -class RuntimeTaskOutputChannelSpec(BaseModel): - producer_task: str - output_artifact_key: str - roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] - - -class ModelWarehouseChannelSpec(BaseModel): - model_id: Optional[str] - model_version: Optional[Union[str, int]] - producer_task: str - output_artifact_key: str - roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] - - -InputChannelSpec = TypeVar("InputChannelSpec", RuntimeTaskOutputChannelSpec, ModelWarehouseChannelSpec) - - -class TaskRuntimeInputDefinition(BaseModel): - parameters: Optional[Dict[str, Any]] - artifacts: Optional[Dict[str, Dict[str, Union[InputChannelSpec, List[InputChannelSpec]]]]] - - -class TaskSpec(BaseModel): - component_ref: str - dependent_tasks: Optional[List[str]] - inputs: Optional[TaskRuntimeInputDefinition] - parties: Optional[List[PartySpec]] - conf: Optional[Dict[Any, Any]] - stage: Optional[Union[Literal["train", "predict", "default"]]] - - -class PartyTaskRefSpec(BaseModel): - inputs: TaskRuntimeInputDefinition - conf: Optional[Dict] - - -class PartyTaskSpec(BaseModel): - parties: Optional[List[PartySpec]] - tasks: Dict[str, PartyTaskRefSpec] - conf: Optional[dict] - - -class TaskConfSpec(BaseModel): - engine: Optional[Dict[str, Any]] - provider: Optional[str] - - -class InheritConfSpec(BaseModel): - job_id: str - task_list: List[str] - - -class JobConfSpec(BaseModel): - class PipelineModel(BaseModel): - model_id: str - model_version: Union[str, int] - priority: Optional[int] - scheduler_party_id: Optional[str] - initiator_party_id: Optional[str] - inheritance: Optional[InheritConfSpec] - task_parallelism: Optional[int] - task_cores: Optional[int] - sync_type: Optional[Union[Literal["poll", "callback"]]] - auto_retries: Optional[int] - model_id: Optional[str] - model_version: Optional[Union[str, int]] - model_warehouse: Optional[PipelineModel] - task: Optional[TaskConfSpec] - - -class DAGSpec(BaseModel): - parties: List[PartySpec] - conf: Optional[JobConfSpec] - stage: Optional[Union[Literal["train", "predict", "default"]]] - tasks: Dict[str, TaskSpec] - party_tasks: Optional[Dict[str, PartyTaskSpec]] - - -class DAGSchema(BaseModel): - dag: DAGSpec - schema_version: str - - -# task -class MLMDSpec(BaseModel): - class MLMDMetadata: - host: Optional[str] - port: Optional[int] - protocol: Optional[str] - type: str - metadata: Dict[str, Any] - - -class ComputingBackendSpec(BaseModel): - type: str - metadata: Dict[str, Any] - - -class DirectoryDataPool(BaseModel): - class DirectoryDataPoolMetadata(BaseModel): - uri: str - format: str = "csv" - name_template: str = "{name}" # `name` and `uuid` allowed in template - - type: Literal["directory"] - metadata: DirectoryDataPoolMetadata - - -class CustomDataPool(BaseModel): - type: Literal["custom"] - metadata: dict - - -class DirectoryModelPool(BaseModel): - class DirectoryDataPoolMetadata(BaseModel): - uri: str - format: str = "json" - name_template: str = "{name}" # `name` and `uuid` allowed in template - - type: Literal["directory"] - metadata: DirectoryDataPoolMetadata - - -class DirectoryMetricPool(BaseModel): - class DirectoryDataPoolMetadata(BaseModel): - uri: str - format: str = "json" - name_template: str = "{name}" # `name` and `uuid` allowed in template - - type: Literal["directory"] - metadata: DirectoryDataPoolMetadata - - -class CustomModelPool(BaseModel): - type: Literal["custom"] - metadata: dict - - -class CustomMetricPool(BaseModel): - type: Literal["custom"] - metadata: dict - - -class TaskArtifactSpec(BaseModel): - name: str - uri: str - metadata: Optional[dict] = None - - -class FlowLogger(BaseModel): - class FlowLoggerMetadata(BaseModel): - basepath: str - level: Literal["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"] - - type: Literal["flow"] - metadata: FlowLoggerMetadata - - def install(self): - os.makedirs(self.metadata.basepath, exist_ok=True) - levels = ["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"] - formatters = {"brief": {"format": "'%(asctime)s %(levelname)-8s %(name)s:%(lineno)s %(message)s'"}} - handlers = {} - filters = {} - - def add_file_handler( - name, - filename, - level, - formater="brief", - filters=[] - ): - handlers[name] = { - "class": "logging.FileHandler", - "level": level, - "formatter": formater, - "filters": filters, - "filename": filename - } - - # add root logger - root_handlers = [] - root_base_path = os.path.join(self.metadata.basepath, "root") - os.makedirs(root_base_path, exist_ok=True) - for level in levels: - handler_name = f"root_{level.lower()}" - add_file_handler( - name=handler_name, - filename=os.path.join(root_base_path, level), - level=level, - ) - root_handlers.append(handler_name) - - # add component logger - component_handlers = [] - component_base_path = os.path.join(self.metadata.basepath, "component") - os.makedirs(component_base_path, exist_ok=True) - filters["components"] = {"name": "fate_flow.components"} - for level in levels: - handler_name = f"component_{level.lower()}" - add_file_handler( - name=handler_name, - filename=os.path.join(component_base_path, level), - level=level, - ) - component_handlers.append(handler_name) - component_loggers = { - "fate_flow.components": dict( - handlers=component_handlers, - filters=["components"], - level=self.metadata.level, - ) - } - - logging.config.dictConfig( - dict( - version=1, - formatters=formatters, - handlers=handlers, - filters=filters, - loggers=component_loggers, - root=dict(handlers=root_handlers, level=self.metadata.level), - disable_existing_loggers=False, - ) - ) - - -class TaskConfigSpec(BaseModel): - class TaskInputsSpec(BaseModel): - parameters: Dict[str, Any] = {} - artifacts: Dict[str, Union[TaskArtifactSpec, List[TaskArtifactSpec], InputChannelSpec]] = {} - - class TaskConfSpec(BaseModel): - mlmd: MLMDSpec - device: Any - computing: ComputingBackendSpec - federation: Any - logger: FlowLogger - model_id: Optional[str] = "" - model_version: Optional[str] = "" - job_id: Optional[str] = "" - task_id: str - task_version: str - task_name: str - provider_name: str = "fate" - party_task_id: str - component: str - role: str - party_id: str - stage: str = "default" - inputs: TaskInputsSpec = TaskInputsSpec(parameters={}, artifacts={}) - conf: TaskConfSpec diff --git a/python/fate_flow/entity/spec/dag/__init__.py b/python/fate_flow/entity/spec/dag/__init__.py index 3e168319e..bf5100390 100644 --- a/python/fate_flow/entity/spec/dag/__init__.py +++ b/python/fate_flow/entity/spec/dag/__init__.py @@ -13,7 +13,15 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.entity.spec.dag._job import DAGSchema -from fate_flow.entity.spec.dag._task import TaskConfigSpec, PreTaskConfigSpec - -__all__ = ["TaskConfigSpec", "PreTaskConfigSpec", "DAGSchema"] +from fate_flow.entity.spec.dag._party import PartySpec +from fate_flow.entity.spec.dag._job import DAGSchema, DAGSpec, JobConfSpec, TaskConfSpec, TaskSpec, PartyTaskSpec, \ + InheritConfSpec, PartyTaskRefSpec +from fate_flow.entity.spec.dag._task import TaskConfigSpec, PreTaskConfigSpec, TaskRuntimeConfSpec +from fate_flow.entity.spec.dag._artifact import RuntimeTaskOutputChannelSpec, DataWarehouseChannelSpec, \ + ModelWarehouseChannelSpec, SourceInputArtifactSpec, RuntimeInputArtifacts, FlowRuntimeInputArtifacts +from fate_flow.entity.spec.dag._component import ComponentSpec, ComponentIOArtifactsTypeSpec +from fate_flow.entity.spec.dag._computing import EggrollComputingSpec, SparkComputingSpec, StandaloneComputingSpec +from fate_flow.entity.spec.dag._federation import StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, \ + PulsarFederationSpec, RabbitMQFederationSpec +from fate_flow.entity.spec.dag._logger import FlowLogger +from fate_flow.entity.spec.dag._mlmd import MLMDSpec diff --git a/python/fate_flow/entity/spec/dag/_artifact.py b/python/fate_flow/entity/spec/dag/_artifact.py index ee67769f5..c88538172 100644 --- a/python/fate_flow/entity/spec/dag/_artifact.py +++ b/python/fate_flow/entity/spec/dag/_artifact.py @@ -14,7 +14,7 @@ # import re -from typing import Optional +from typing import Optional, List, Literal, TypeVar, Dict, Union import pydantic @@ -91,3 +91,56 @@ def from_string(cls, uri: str) -> "URI": raise ValueError(f"`{uri}` is not valid uri") _, schema, _, authority, path, _, query, _, fragment = match.groups() return URI(schema=schema, path=path, query=query, fragment=fragment, authority=authority) + + @classmethod + def load_uri(cls, engine, address): + pass + + +class RuntimeTaskOutputChannelSpec(pydantic.BaseModel): + producer_task: str + output_artifact_key: str + roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] + + +class DataWarehouseChannelSpec(pydantic.BaseModel): + job_id: Optional[str] + producer_task: Optional[str] + output_artifact_key: Optional[str] + roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] + namespace: Optional[str] + name: Optional[str] + + +class ModelWarehouseChannelSpec(pydantic.BaseModel): + model_id: Optional[str] + model_version: Optional[int] + producer_task: str + output_artifact_key: str + roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] + + +InputArtifactSpec = TypeVar("InputArtifactSpec", + RuntimeTaskOutputChannelSpec, + ModelWarehouseChannelSpec, + DataWarehouseChannelSpec) + + +SourceInputArtifactSpec = TypeVar("SourceInputArtifactSpec", + ModelWarehouseChannelSpec, + DataWarehouseChannelSpec) + + +class RuntimeInputArtifacts(pydantic.BaseModel): + data: Optional[Dict[str, Dict[str, Union[InputArtifactSpec, List[InputArtifactSpec]]]]] + model: Optional[Dict[str, Dict[str, Union[InputArtifactSpec, List[InputArtifactSpec]]]]] + + +class SourceInputArtifacts(pydantic.BaseModel): + data: Optional[Dict[str, Dict[str, Union[SourceInputArtifactSpec, List[SourceInputArtifactSpec]]]]] + model: Optional[Dict[str, Dict[str, Union[SourceInputArtifactSpec, List[SourceInputArtifactSpec]]]]] + + +class FlowRuntimeInputArtifacts(pydantic.BaseModel): + data: Optional[Dict[str, Union[InputArtifactSpec, List[InputArtifactSpec]]]] + model: Optional[Dict[str, Union[InputArtifactSpec, List[InputArtifactSpec]]]] diff --git a/python/fate_flow/entity/spec/dag/_component.py b/python/fate_flow/entity/spec/dag/_component.py new file mode 100644 index 000000000..2272d8f07 --- /dev/null +++ b/python/fate_flow/entity/spec/dag/_component.py @@ -0,0 +1,90 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from typing import Optional, Dict, List, Union, Any, Literal +from pydantic import BaseModel + + +class ParameterSpec(BaseModel): + type: str + default: Any + optional: bool + description: str = "" + type_meta: dict = {} + + +class ArtifactSpec(BaseModel): + type: str + optional: bool + stages: Optional[List[str]] + roles: Optional[List[str]] + description: str = "" + is_multi: bool + + +class InputArtifactsSpec(BaseModel): + data: Dict[str, ArtifactSpec] + model: Dict[str, ArtifactSpec] + + +class OutputArtifactsSpec(BaseModel): + data: Dict[str, ArtifactSpec] + model: Dict[str, ArtifactSpec] + metric: Dict[str, ArtifactSpec] + + +class ComponentSpec(BaseModel): + name: str + description: str + provider: str + version: str + labels: List[str] = ["trainable"] + roles: List[str] + parameters: Dict[str, ParameterSpec] + input_artifacts: InputArtifactsSpec + output_artifacts: OutputArtifactsSpec + + +class RuntimeOutputChannelSpec(BaseModel): + producer_task: str + output_artifact_key: str + + +class RuntimeInputDefinition(BaseModel): + parameters: Optional[Dict[str, Any]] + artifacts: Optional[Dict[str, Dict[str, RuntimeOutputChannelSpec]]] + + +class ComponentIOArtifactTypeSpec(BaseModel): + name: str + type_name: str + uri_types: List[str] + path_type: Literal["file", "directory", "distributed"] + is_multi: bool + + +class ComponentIOInputsArtifactsTypeSpec(BaseModel): + data: List[ComponentIOArtifactTypeSpec] + model: List[ComponentIOArtifactTypeSpec] + + +class ComponentIOOutputsArtifactsTypeSpec(BaseModel): + data: List[ComponentIOArtifactTypeSpec] + model: List[ComponentIOArtifactTypeSpec] + metric: List[ComponentIOArtifactTypeSpec] + + +class ComponentIOArtifactsTypeSpec(BaseModel): + inputs: ComponentIOInputsArtifactsTypeSpec + outputs: ComponentIOOutputsArtifactsTypeSpec diff --git a/python/fate_flow/entity/spec/dag/_computing.py b/python/fate_flow/entity/spec/dag/_computing.py index aec4ebc86..d2cc2736e 100644 --- a/python/fate_flow/entity/spec/dag/_computing.py +++ b/python/fate_flow/entity/spec/dag/_computing.py @@ -12,7 +12,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from typing import Literal +from typing import Literal, TypeVar import pydantic diff --git a/python/fate_flow/entity/spec/dag/_federation.py b/python/fate_flow/entity/spec/dag/_federation.py index 46e5c221d..0eee05a15 100644 --- a/python/fate_flow/entity/spec/dag/_federation.py +++ b/python/fate_flow/entity/spec/dag/_federation.py @@ -18,7 +18,7 @@ class PartySpec(pydantic.BaseModel): - role: Literal["guest", "host", "arbiter"] + role: Literal["guest", "host", "arbiter", "local"] partyid: str def tuple(self): diff --git a/python/fate_flow/entity/spec/dag/_job.py b/python/fate_flow/entity/spec/dag/_job.py index edc7e9ee8..95c4c1a38 100644 --- a/python/fate_flow/entity/spec/dag/_job.py +++ b/python/fate_flow/entity/spec/dag/_job.py @@ -13,46 +13,27 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from typing import Literal, Union, List, Optional, TypeVar, Dict, Any +from typing import Optional, Union, Literal, Dict, List, Any from pydantic import BaseModel from fate_flow.entity.spec.dag._party import PartySpec - - -class RuntimeTaskOutputChannelSpec(BaseModel): - producer_task: str - output_artifact_key: str - roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] - - -class ModelWarehouseChannelSpec(BaseModel): - model_id: Optional[str] - model_version: Optional[Union[str, int]] - producer_task: str - output_artifact_key: str - roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] - - -InputChannelSpec = TypeVar("InputChannelSpec", RuntimeTaskOutputChannelSpec, ModelWarehouseChannelSpec) - - -class TaskRuntimeInputDefinition(BaseModel): - parameters: Optional[Dict[str, Any]] - artifacts: Optional[Dict[str, Dict[str, Union[InputChannelSpec, List[InputChannelSpec]]]]] +from fate_flow.entity.spec.dag._artifact import RuntimeInputArtifacts, SourceInputArtifacts class TaskSpec(BaseModel): component_ref: str dependent_tasks: Optional[List[str]] - inputs: Optional[TaskRuntimeInputDefinition] + parameters: Optional[Dict[Any, Any]] + inputs: Optional[RuntimeInputArtifacts] parties: Optional[List[PartySpec]] conf: Optional[Dict[Any, Any]] stage: Optional[Union[Literal["train", "predict", "default"]]] class PartyTaskRefSpec(BaseModel): - inputs: TaskRuntimeInputDefinition + parameters: Dict[Any, Any] + inputs: Optional[SourceInputArtifacts] conf: Optional[Dict] @@ -63,6 +44,7 @@ class PartyTaskSpec(BaseModel): class TaskConfSpec(BaseModel): + task_cores: Optional[int] engine: Optional[Dict[str, Any]] provider: Optional[str] diff --git a/python/fate_flow/entity/spec/dag/_logger.py b/python/fate_flow/entity/spec/dag/_logger.py index fe581e0c0..0e629f95e 100644 --- a/python/fate_flow/entity/spec/dag/_logger.py +++ b/python/fate_flow/entity/spec/dag/_logger.py @@ -3,6 +3,7 @@ from typing import Literal import pydantic +import logging.config class FlowLogger(pydantic.BaseModel): diff --git a/python/fate_flow/entity/spec/dag/_mlmd.py b/python/fate_flow/entity/spec/dag/_mlmd.py index 9476d8370..4fa98e83d 100644 --- a/python/fate_flow/entity/spec/dag/_mlmd.py +++ b/python/fate_flow/entity/spec/dag/_mlmd.py @@ -18,7 +18,7 @@ import pydantic -class FlowMLMDMetadata: +class FlowMLMDMetadata(pydantic.BaseModel): host: Optional[str] port: Optional[int] protocol: Optional[str] diff --git a/python/fate_flow/entity/spec/dag/_output.py b/python/fate_flow/entity/spec/dag/_output.py index ad06a339d..4bb9df4ae 100644 --- a/python/fate_flow/entity/spec/dag/_output.py +++ b/python/fate_flow/entity/spec/dag/_output.py @@ -12,9 +12,10 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from typing import Literal, Union +from typing import Literal, Union, List, Dict import pydantic +from pydantic import typing class DirectoryDataPool(pydantic.BaseModel): @@ -66,3 +67,25 @@ class OutputPoolConf(pydantic.BaseModel): data: Union[DirectoryDataPool, CustomDataPool] model: Union[DirectoryModelPool, CustomModelPool] metric: Union[DirectoryMetricPool, CustomMetricPool] + + +class IOMeta(pydantic.BaseModel): + class InputMeta(pydantic.BaseModel): + data: typing.Dict[str, Union[List[Dict], Dict]] + model: typing.Dict[str, Union[List[Dict], Dict]] + + class OutputMeta(pydantic.BaseModel): + data: typing.Dict[str, Union[List[Dict], Dict]] + model: typing.Dict[str, Union[List[Dict], Dict]] + metric: typing.Dict[str, Union[List[Dict], Dict]] + + inputs: InputMeta + outputs: OutputMeta + + +class ComponentOutputMeta(pydantic.BaseModel): + class Status(pydantic.BaseModel): + code: int + exceptions: typing.Optional[str] + status: Status + io_meta: typing.Optional[IOMeta] diff --git a/python/fate_flow/entity/spec/dag/_task.py b/python/fate_flow/entity/spec/dag/_task.py index cb7fbd6ee..446b21f2f 100644 --- a/python/fate_flow/entity/spec/dag/_task.py +++ b/python/fate_flow/entity/spec/dag/_task.py @@ -2,7 +2,8 @@ import pydantic -from fate_flow.entity.spec.dag._artifact import ArtifactInputApplySpec, ArtifactOutputApplySpec +from fate_flow.entity.spec.dag._artifact import ArtifactInputApplySpec, ArtifactOutputApplySpec, \ + FlowRuntimeInputArtifacts from fate_flow.entity.spec.dag._computing import StandaloneComputingSpec, SparkComputingSpec, EggrollComputingSpec from fate_flow.entity.spec.dag._device import CPUSpec, GPUSpec from fate_flow.entity.spec.dag._federation import StandaloneFederationSpec, RollSiteFederationSpec, RabbitMQFederationSpec,PulsarFederationSpec,OSXFederationSpec @@ -10,19 +11,20 @@ from fate_flow.entity.spec.dag._mlmd import MLMDSpec -class PreTaskConfigSpec(pydantic.BaseModel): - class TaskConfSpec(pydantic.BaseModel): - device: Union[CPUSpec, GPUSpec] - computing: Union[StandaloneComputingSpec, EggrollComputingSpec, SparkComputingSpec] - federation: Union[ - StandaloneFederationSpec, - RollSiteFederationSpec, - RabbitMQFederationSpec, - PulsarFederationSpec, - OSXFederationSpec, - ] - logger: Union[FlowLogger] +class TaskRuntimeConfSpec(pydantic.BaseModel): + device: Union[CPUSpec, GPUSpec] + computing: Union[StandaloneComputingSpec, EggrollComputingSpec, SparkComputingSpec] + federation: Union[ + StandaloneFederationSpec, + RollSiteFederationSpec, + RabbitMQFederationSpec, + PulsarFederationSpec, + OSXFederationSpec, + ] + logger: Union[FlowLogger] + +class PreTaskConfigSpec(pydantic.BaseModel): model_id: Optional[str] = "" model_version: Optional[str] = "" job_id: Optional[str] = "" @@ -36,24 +38,12 @@ class TaskConfSpec(pydantic.BaseModel): party_id: str stage: str = "default" parameters: Dict[str, Any] = {} - input_artifacts: Dict[str, Union[List[ArtifactInputApplySpec], ArtifactInputApplySpec]] = {} - conf: TaskConfSpec + input_artifacts: FlowRuntimeInputArtifacts = {} + conf: TaskRuntimeConfSpec mlmd: MLMDSpec class TaskConfigSpec(pydantic.BaseModel): - class TaskConfSpec(pydantic.BaseModel): - device: Union[CPUSpec, GPUSpec] - computing: Union[StandaloneComputingSpec, EggrollComputingSpec, SparkComputingSpec] - federation: Union[ - StandaloneFederationSpec, - RollSiteFederationSpec, - RabbitMQFederationSpec, - PulsarFederationSpec, - OSXFederationSpec, - ] - logger: Union[FlowLogger] - job_id: Optional[str] = "" task_id: str party_task_id: str @@ -62,6 +52,6 @@ class TaskConfSpec(pydantic.BaseModel): party_id: str stage: str = "default" parameters: Dict[str, Any] = {} - input_artifacts: Dict[str, Union[List[ArtifactInputApplySpec], ArtifactInputApplySpec]] = {} - output_artifacts: Dict[str, ArtifactOutputApplySpec] = {} - conf: TaskConfSpec + input_artifacts: Optional[Dict[str, Union[List[ArtifactInputApplySpec], ArtifactInputApplySpec, None]]] = {} + output_artifacts: Optional[Dict[str, Union[ArtifactOutputApplySpec, None]]] = {} + conf: TaskRuntimeConfSpec diff --git a/python/fate_flow/entity/spec/flow/_scheduler.py b/python/fate_flow/entity/spec/flow/_scheduler.py index ecff0a917..2acf82f17 100644 --- a/python/fate_flow/entity/spec/flow/_scheduler.py +++ b/python/fate_flow/entity/spec/flow/_scheduler.py @@ -16,7 +16,7 @@ from pydantic import BaseModel -from fate_flow.entity.spec._dag import PartySpec +from fate_flow.entity.spec.dag import PartySpec class SchedulerInfoSpec(BaseModel): diff --git a/python/fate_flow/entity/types/__init__.py b/python/fate_flow/entity/types/__init__.py index 1c0c4630a..faa264a65 100644 --- a/python/fate_flow/entity/types/__init__.py +++ b/python/fate_flow/entity/types/__init__.py @@ -24,3 +24,5 @@ from ._api import * from ._instance import * from ._permission import * +from ._input import * +from ._artificats import * diff --git a/python/fate_flow/entity/types/_address.py b/python/fate_flow/entity/types/_address.py index cbc4d645f..a8359df43 100644 --- a/python/fate_flow/entity/types/_address.py +++ b/python/fate_flow/entity/types/_address.py @@ -31,6 +31,10 @@ def connector(self): def storage_engine(self): return + @property + def engine_path(self): + return + class StandaloneAddress(AddressBase): def __init__(self, home=None, name=None, namespace=None, storage_type=None, connector_name=None): @@ -53,6 +57,13 @@ def __repr__(self): def connector(self): return {"home": self.home} + @property + def engine_path(self): + if self.home: + return f"standalone:///{self.home}/{self.namespace}/{self.name}" + else: + return f"standalone:///{self.namespace}/{self.name}" + class EggRollAddress(AddressBase): def __init__(self, home=None, name=None, namespace=None, connector_name=None): @@ -74,6 +85,10 @@ def __repr__(self): def connector(self): return {"home": self.home} + @property + def engine_path(self): + return f"eggroll:///{self.namespace}/{self.name}" + class HDFSAddress(AddressBase): def __init__(self, name_node=None, path=None, connector_name=None): @@ -90,6 +105,13 @@ def __str__(self): def __repr__(self): return self.__str__() + @property + def engine_path(self): + if not self.name_node: + return f"hdfs:///{self.path}" + else: + return f"hdfs:///{self.name_node}{self.path}" + @property def connector(self): return {"name_node": self.name_node} @@ -109,6 +131,9 @@ def __str__(self): def __repr__(self): return self.__str__() + @property + def engine_path(self): + return f"file:///{self.path}" class ApiAddress(AddressBase): def __init__(self, method="POST", url=None, header=None, body=None, connector_name=None): diff --git a/python/fate_flow/entity/types/_artificats.py b/python/fate_flow/entity/types/_artificats.py new file mode 100644 index 000000000..fdd5520cf --- /dev/null +++ b/python/fate_flow/entity/types/_artificats.py @@ -0,0 +1,60 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from typing import List + +from typing_extensions import Protocol + + +class ArtifactType(Protocol): + type_name: str + path_type: str + uri_types: List[str] + + +class DataframeArtifactType(ArtifactType): + type_name = "dataframe" + path_type = "distributed" + uri_types = ["eggroll", "hdfs"] + + +class TableArtifactType(ArtifactType): + type_name = "table" + path_type = "distributed" + uri_types = ["eggroll", "hdfs"] + + +class DataDirectoryArtifactType(ArtifactType): + type_name = "data_directory" + path_type = "directory" + uri_types = ["file"] + + +class ModelDirectoryArtifactType(ArtifactType): + type_name = "model_directory" + path_type = "directory" + uri_types = ["file"] + + +class JsonModelArtifactType(ArtifactType): + type_name = "json_model" + path_type = "file" + uri_types = ["file"] + + +class JsonMetricArtifactType(ArtifactType): + type_name = "json_metric" + path_type = "file" + uri_types = ["file"] diff --git a/python/fate_flow/entity/types/_input.py b/python/fate_flow/entity/types/_input.py new file mode 100644 index 000000000..6cb21687e --- /dev/null +++ b/python/fate_flow/entity/types/_input.py @@ -0,0 +1,30 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +class ArtifactSourceType(object): + TASK_OUTPUT_ARTIFACT = "task_output_artifact" + MODEL_WAREHOUSE = "model_warehouse" + DATA_WAREHOUSE = "data_warehouse" + + +class InputArtifactType(object): + DATA = "data" + MODEL = "model" + + @classmethod + def types(cls): + for _type in [cls.DATA, cls.MODEL]: + yield _type \ No newline at end of file diff --git a/python/fate_flow/entrypoint/cli.py b/python/fate_flow/entrypoint/cli.py index e18042d43..5217ba4bc 100644 --- a/python/fate_flow/entrypoint/cli.py +++ b/python/fate_flow/entrypoint/cli.py @@ -17,7 +17,7 @@ import click from fate_flow.components.entrypoint.component import execute_component -from fate_flow.entity.spec import TaskConfigSpec +from fate_flow.entity.spec.dag import PreTaskConfigSpec, TaskConfigSpec from fate_flow.hub.flow_hub import FlowHub @@ -36,7 +36,7 @@ def entrypoint(config, env_name): configs = {} load_config_from_env(configs, env_name) load_config_from_file(configs, config) - task_config = TaskConfigSpec.parse_obj(configs) + task_config = PreTaskConfigSpec.parse_obj(configs) task_config.conf.logger.install() logger = logging.getLogger(__name__) logger.debug("logger installed") diff --git a/python/fate_flow/hub/components_wraps/__init__.py b/python/fate_flow/hub/components_wraps/__init__.py index a40407e4d..da517ddbb 100644 --- a/python/fate_flow/hub/components_wraps/__init__.py +++ b/python/fate_flow/hub/components_wraps/__init__.py @@ -26,9 +26,9 @@ def preprocess(self): ... @abc.abstractmethod - def push_output(self): + def push_output(self, output_meta): ... @abc.abstractmethod - def run_component(self): + def run_component(self, config): ... diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index e58c74d20..468ba2763 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -12,22 +12,35 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import json import logging +import os.path +import sys +import traceback from fate_flow.engine.backend import build_backend -from fate_flow.entity.spec import TaskConfigSpec, ModelWarehouseChannelSpec, RuntimeTaskOutputChannelSpec +from fate_flow.entity.spec.dag import PreTaskConfigSpec, DataWarehouseChannelSpec, ComponentIOArtifactsTypeSpec,\ + TaskConfigSpec +from fate_flow.entity.spec.dag._artifact import ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ + ArtifactOutputApplySpec +from fate_flow.entity.spec.dag._output import ComponentOutputMeta +from fate_flow.entity.types import DataframeArtifactType, TableArtifactType, TaskStatus, ComputingEngine + from fate_flow.hub.components_wraps import WrapsABC +from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME +from fate_flow.utils import job_utils class FlowWraps(WrapsABC): - def __init__(self, config: TaskConfigSpec): + def __init__(self, config: PreTaskConfigSpec): self.config = config - self.mlmd = self.load_mlmd(config.conf.mlmd) + self.mlmd = self.load_mlmd(config.mlmd) self.backend = build_backend(backend_name=self.config.conf.computing.type) @property def task_info(self): return { + "component": self.config.component, "job_id": self.config.job_id, "role": self.config.role, "party_id": self.config.party_id, @@ -37,77 +50,181 @@ def task_info(self): } def run(self): - _config = self.preprocess() - _p = self.run_component() - self.push_output() + code = 0 + exceptions = "" + try: + config = self.preprocess() + output_meta = self.run_component(config) + self.push_output(output_meta) + code, exceptions = output_meta.status.code, output_meta.status.exceptions + except Exception as e: + traceback.format_exc() + code = -1 + exceptions = str(e) + finally: + self.report_status(code, exceptions) def preprocess(self): - task_artifacts = {} - logging.info(self.config.inputs.artifacts) - for k, v in self.config.inputs.artifacts.items(): - if isinstance(v, dict): - task_artifacts[k] = v - else: - if isinstance(v, ModelWarehouseChannelSpec): - self._input_model(v) - else: - self._intput_data(v) - - # get component define - define = self.backend.get_component_define(provider_name=self.config.provider_name, task_info=self.task_info) - logging.info(define) - logging.info(self.config.inputs.parameters) - logging.info(self.config.inputs.artifacts) - return {} - - def push_output(self): - # report status - logging.info("success") - resp = self.mlmd.report_task_status(execution_id=self.config.party_task_id, status="success") - logging.info(resp.text) - - def _intput_data(self, meta: RuntimeTaskOutputChannelSpec): - logging.info(f"{meta.producer_task}, {meta.output_artifact_key}") - resp = self.mlmd.query_data_tracking( + # input + logging.info(self.config.input_artifacts) + input_artifacts = self._preprocess_input_artifacts() + logging.info(input_artifacts) + + # output + output_artifacts = self._preprocess_output_artifacts() + logging.info(output_artifacts) + config = TaskConfigSpec( job_id=self.config.job_id, + task_id=self.config.task_id, + party_task_id=self.config.party_task_id, + component=self.config.component, role=self.config.role, party_id=self.config.party_id, - task_name=meta.producer_task, - output_key=meta.output_artifact_key + stage=self.config.stage, + parameters=self.config.parameters, + input_artifacts=input_artifacts, + output_artifacts=output_artifacts, + conf=self.config.conf ) - logging.info(resp.text) - - def _input_model(self, meta: ModelWarehouseChannelSpec): - logging.info(meta) - - def _output_data(self): - pass - - def _output_model(self): - pass - - def _output_metric(self): - pass - - def _output_logs(self): - pass + logging.info(config) + return config - def run_component(self): - task_parameters = self.config.dict() - logging.info(self.config.provider_name) - logging.info(self.task_info) + def run_component(self, config): + task_parameters = config.dict() logging.info("start run task") - + task_dir = job_utils.get_task_directory(**self.task_info) + os.makedirs(task_dir, exist_ok=True) + task_result = os.path.join(task_dir, "task_result.yaml") p = self.backend.run( provider_name=self.config.provider_name, task_info=self.task_info, run_parameters=task_parameters, - output_path="" + output_path=task_result ) p.wait() + logging.info("finish task") + if os.path.exists(task_result): + with open(task_result, "r") as f: + result = json.load(f) + output_meta = ComponentOutputMeta.parse_obj(result) + logging.info(output_meta) + else: + output_meta = ComponentOutputMeta(status=ComponentOutputMeta.status(code=1, exceptions=p.stdout)) + return output_meta + + def push_output(self, output_meta: ComponentOutputMeta): + if self.task_end_with_success(output_meta.status.code): + pass + self.report_status(output_meta.status.code, output_meta.status.exceptions) + + def _preprocess_input_artifacts(self): + input_artifacts = {} + if self.config.input_artifacts.data: + for _k, _channels in self.config.input_artifacts.data.items(): + input_artifacts[_k] = None + if isinstance(_channels, list): + input_artifacts[_k] = [] + for _channel in _channels: + input_artifacts[_k].append(self._intput_data_artifacts(_channel)) + else: + input_artifacts[_k] = self._intput_data_artifacts(_channels) + return input_artifacts - logging.info(f"p.stdout: {p.stdout}") - logging.info(f"p.stderr: {p.stderr}") + def _preprocess_output_artifacts(self): + # get component define + logging.debug("get component define") + define = self.component_define + logging.info(f"component define: {define}") + output_artifacts = {} + if not define: + return output_artifacts + else: + # data + for key in define.outputs.dict().keys(): + datas = getattr(define.outputs, key, None) + if datas: + for data in datas: + output_artifacts[data.name] = self._output_artifacts(data.type_name, data.is_multi, data.name) + return output_artifacts + + def _output_artifacts(self, type_name, is_multi, name): + output_artifacts = ArtifactOutputApplySpec(uri="") + if type_name in [DataframeArtifactType.type_name, TableArtifactType.type_name]: + if self.config.conf.computing.type == ComputingEngine.STANDALONE: + os.environ["STANDALONE_DATA_PATH"] = STANDALONE_DATA_HOME + uri = f"{self.config.conf.computing.type}://{STANDALONE_DATA_HOME}{self.config.job_id}/{self.config.party_task_id}" + else: + uri = f"{self.config.conf.computing.type}:///{self.config.job_id}/{self.config.party_task_id}" + if is_multi: + uri += "_{index}" + else: + uri = job_utils.get_job_directory(self.config.job_id, self.config.task_name, str(self.config.task_version), + "output", name) + if not is_multi: + uri = os.path.join(f"file:///{uri}", type_name) + output_artifacts.uri = uri + return output_artifacts + + @property + def component_define(self): + define = self.backend.get_component_define( + provider_name=self.config.provider_name, + task_info=self.task_info, + stage=self.config.stage + ) + if define: + return ComponentIOArtifactsTypeSpec(**define) + else: + return None + + def _intput_data_artifacts(self, channel): + meta = ArtifactInputApplySpec(metadata=Metadata(metadata={}), uri="") + if isinstance(channel, DataWarehouseChannelSpec): + if channel.name and channel.namespace: + resp = self.mlmd.query_data_meta( + namespace=channel.namespace, + name=channel.name + ) + logging.info(resp.text) + resp_json = resp.json() + logging.info(meta) + meta.metadata.metadata = {"schema": resp_json.get("data", {}).get("meta", {})} + meta.uri = resp_json.get("data", {}).get("path") + else: + resp = self.mlmd.query_data_meta( + job_id=channel.namespace, + name=channel.name + ) + + elif isinstance(channel, RuntimeTaskOutputChannelSpec): + pass + # resp = self.mlmd.query_data_tracking( + # job_id=self.config.job_id, + # role=self.config.role, + # party_id=self.config.party_id, + # task_name=channel.producer_task, + # output_key=channel.output_artifact_key + # ) + # logging.info(resp.text) + return meta + + def report_status(self, code, error=""): + if self.task_end_with_success(code): + resp = self.mlmd.report_task_status( + execution_id=self.config.party_task_id, + status=TaskStatus.SUCCESS + ) + else: + resp = self.mlmd.report_task_status( + execution_id=self.config.party_task_id, + status=TaskStatus.FAILED, + error=error + ) + logging.info(resp.text) + + @staticmethod + def task_end_with_success(code): + return code == 0 @staticmethod def load_mlmd(mlmd): diff --git a/python/fate_flow/hub/flow_hub.py b/python/fate_flow/hub/flow_hub.py index 7220859a1..f00352216 100644 --- a/python/fate_flow/hub/flow_hub.py +++ b/python/fate_flow/hub/flow_hub.py @@ -12,7 +12,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.entity.spec import DAGSchema +from fate_flow.entity.spec.dag import DAGSchema from fate_flow.entity.types import ProviderName, ProviderDevice from fate_flow.runtime.component_provider import ComponentProvider diff --git a/python/fate_flow/hub/parser/__init__.py b/python/fate_flow/hub/parser/__init__.py index efdf155a7..1c0363394 100644 --- a/python/fate_flow/hub/parser/__init__.py +++ b/python/fate_flow/hub/parser/__init__.py @@ -32,10 +32,6 @@ def component_ref(self): def task_parameters(self): ... - @abc.abstractmethod - def update_runtime_artifacts(self, task_parameters): - ... - class JobParserABC(metaclass=ABCMeta): @property diff --git a/python/fate_flow/hub/parser/default/_federation.py b/python/fate_flow/hub/parser/default/_federation.py deleted file mode 100644 index 0eee05a15..000000000 --- a/python/fate_flow/hub/parser/default/_federation.py +++ /dev/null @@ -1,140 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -from typing import Dict, List, Literal, Optional - -import pydantic - - -class PartySpec(pydantic.BaseModel): - role: Literal["guest", "host", "arbiter", "local"] - partyid: str - - def tuple(self): - return (self.role, self.partyid) - - -class FederationPartiesSpec(pydantic.BaseModel): - local: PartySpec - parties: List[PartySpec] - - -class StandaloneFederationSpec(pydantic.BaseModel): - class MetadataSpec(pydantic.BaseModel): - federation_id: str - parties: FederationPartiesSpec - - type: Literal["standalone"] - metadata: MetadataSpec - - -class RollSiteFederationSpec(pydantic.BaseModel): - class MetadataSpec(pydantic.BaseModel): - class RollSiteConfig(pydantic.BaseModel): - host: str - port: int - - federation_id: str - parties: FederationPartiesSpec - rollsite_config: RollSiteConfig - - type: Literal["rollsite"] - metadata: MetadataSpec - - -class RabbitMQFederationSpec(pydantic.BaseModel): - class MetadataSpec(pydantic.BaseModel): - class RouteTable(pydantic.BaseModel): - host: str - port: int - - class RabbitMQConfig(pydantic.BaseModel): - host: str - port: int - mng_port: int - user: str - password: str - max_message_size: Optional[int] = None - mode: str = "replication" - - federation_id: str - parties: FederationPartiesSpec - route_table: Dict[str, RouteTable] - rabbitmq_config: RabbitMQConfig - rabbitmq_run: dict = {} - connection: dict = {} - - type: Literal["rabbitmq"] - metadata: MetadataSpec - - -class PulsarFederationSpec(pydantic.BaseModel): - class MetadataSpec(pydantic.BaseModel): - class RouteTable(pydantic.BaseModel): - class Route(pydantic.BaseModel): - host: str - port: int - sslPort: int - proxy: str = "" - - class Default(pydantic.BaseModel): - domain: str - brokerPort: int - brokerSslPort: int - proxy: str = "" - - route: Dict[str, Route] - default: Optional[Default] = None - - class PulsarConfig(pydantic.BaseModel): - host: str - port: int - mng_port: int - user: Optional[str] = None - password: Optional[str] = None - max_message_size: Optional[int] = None - mode: str = "replication" - topic_ttl: Optional[int] = None - cluster: Optional[str] = None - tenant: Optional[str] = None - - federation_id: str - parties: FederationPartiesSpec - route_table: RouteTable - pulsar_config: PulsarConfig - pulsar_run: dict = {} - connection: dict = {} - - type: Literal["pulsar"] - metadata: MetadataSpec - - -class OSXFederationSpec(pydantic.BaseModel): - class MetadataSpec(pydantic.BaseModel): - class OSXConfig(pydantic.BaseModel): - host: str - port: int - max_message_size: Optional[int] = None - - federation_id: str - parties: FederationPartiesSpec - osx_config: OSXConfig - - type: Literal["osx"] - metadata: MetadataSpec - - -class CustomFederationSpec(pydantic.BaseModel): - type: Literal["custom"] - metadata: dict diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index d69c7e415..3d7a74f53 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -20,30 +20,22 @@ from pydantic import BaseModel from typing import Dict, Union, List +from fate_flow.entity.spec.dag import DataWarehouseChannelSpec, ModelWarehouseChannelSpec, \ + RuntimeTaskOutputChannelSpec, ComponentSpec, EggrollComputingSpec, SparkComputingSpec, StandaloneComputingSpec, \ + StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, \ + PulsarFederationSpec, RabbitMQFederationSpec, FlowLogger, MLMDSpec, TaskRuntimeConfSpec, \ + DAGSchema, DAGSpec, PreTaskConfigSpec, FlowRuntimeInputArtifacts from fate_flow.manager.service.provider_manager import ProviderManager -from ._federation import StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, PulsarFederationSpec, \ - RabbitMQFederationSpec -from fate_flow.entity.spec import ComponentSpec, RuntimeInputDefinition, ModelWarehouseChannelSpec, InputChannelSpec, \ - DAGSchema, RuntimeTaskOutputChannelSpec, TaskArtifactSpec, TaskConfigSpec, MLMDSpec, \ - FlowLogger, ComputingBackendSpec - -from fate_flow.manager.service.output_manager import OutputDataTracking -from fate_flow.operation.job_saver import JobSaver from fate_flow.runtime.job_default_config import JobDefaultConfig -from fate_flow.runtime.system_settings import ENGINES, BASE_URI, PROXY, FATE_FLOW_CONF_PATH, HOST, HTTP_PORT, PROTOCOL, \ +from fate_flow.runtime.system_settings import ENGINES, PROXY, FATE_FLOW_CONF_PATH, HOST, HTTP_PORT, PROTOCOL, \ API_VERSION from fate_flow.utils import job_utils, file_utils -from fate_flow.entity.types import EngineType, FederationEngine, DataSet -from fate_flow.entity.spec import SchedulerInfoSpec -from fate_flow.utils.log_utils import schedule_logger +from fate_flow.entity.types import EngineType, FederationEngine, DataSet, InputArtifactType, ArtifactSourceType, \ + ComputingEngine +from fate_flow.entity.spec.flow import SchedulerInfoSpec from .. import TaskParserABC, JobParserABC -class ArtifactSourceType(object): - TASK_OUTPUT_ARTIFACT = "task_output_artifact" - MODEL_WAREHOUSE = "model_warehouse" - - class TaskNodeInfo(object): def __init__(self): self._runtime_parameters = None @@ -125,9 +117,11 @@ def conf(self, conf): class TaskParser(TaskParserABC): - def __init__(self, task_node, job_id, task_name, role, party_id, task_id="", execution_id="", - task_version=None, parties=None, provider=None): + def __init__(self, task_node, job_id, task_name, role, party_id, task_id="", execution_id="", model_id="", + model_version="", task_version=None, parties=None, provider=None): self.task_node = task_node + self.model_id = model_id + self.model_version = model_version self.job_id = job_id self.task_name = task_name self.role = role @@ -190,38 +184,6 @@ def provider_name(self): def input_parameters(self): return self.task_node.runtime_parameters.get(self.role, {}).get(self.party_id, {}) - @property - def input_artifacts(self): - task_artifacts = {} - if self.task_node.upstream_inputs: - for k, v in self.task_node.upstream_inputs.items(): - if isinstance(v, dict): - task_artifacts[k] = v - else: - _data = self.get_artifacts_data(k, v) - if _data: - task_artifacts[k] = _data - return task_artifacts - - def get_model_warehouse_source(self, channel: ModelWarehouseChannelSpec): - jobs = JobSaver.query_job(model_id=channel.model_id, model_version=channel.model_version, role=self.role, party_id=self.party_id) - if jobs: - job_id = jobs[0].f_job_id - return job_id - else: - raise Exception("no found model warehouse") - - def get_artifacts_data(self, name, channel: InputChannelSpec): - job_id = self.job_id - if isinstance(channel, ModelWarehouseChannelSpec): - job_id = self.get_model_warehouse_source(channel) - data = OutputDataTracking.query(task_name=channel.producer_task, output_key=channel.output_artifact_key, - role=self.role, party_id=self.party_id, job_id=job_id) - if data: - data = data[-1] - return TaskArtifactSpec(name=name, uri=data.f_uri, metadata=data.f_meta).dict() - return {} - @staticmethod def generate_mlmd(): _type = "flow" @@ -246,7 +208,23 @@ def generate_device(): return JobDefaultConfig.task_default_conf.get("device") def generate_computing_conf(self): - return ComputingBackendSpec(type=ENGINES.get(EngineType.COMPUTING).lower(), metadata={"computing_id": self.computing_id}) + if ENGINES.get(EngineType.COMPUTING).lower() == ComputingEngine.STANDALONE: + return StandaloneComputingSpec( + type=ENGINES.get(EngineType.COMPUTING).lower(), + metadata={"computing_id": self.computing_id} + ) + + if ENGINES.get(EngineType.COMPUTING).lower() == ComputingEngine.EGGROLL: + return EggrollComputingSpec( + type=ENGINES.get(EngineType.COMPUTING).lower(), + metadata={"computing_id": self.computing_id} + ) + + if ENGINES.get(EngineType.COMPUTING).lower() == ComputingEngine.SPARK: + return SparkComputingSpec( + type=ENGINES.get(EngineType.COMPUTING).lower(), + metadata={"computing_id": self.computing_id} + ) def generate_federation_conf(self): parties_info = [] @@ -302,8 +280,7 @@ def generate_federation_conf(self): @property def task_conf(self): - return TaskConfigSpec.TaskConfSpec( - mlmd=self.generate_mlmd(), + return TaskRuntimeConfSpec( logger=self.generate_logger_conf(), device=self.generate_device(), computing=self.generate_computing_conf(), @@ -311,10 +288,16 @@ def task_conf(self): ) @property - def task_parameters(self) -> TaskConfigSpec: - return TaskConfigSpec( - model_id="", - model_version="", + def task_parameters(self) -> PreTaskConfigSpec: + input_artifacts = {} + for k, v in self.task_node.upstream_inputs.get(self.role).get(self.party_id).items(): + input_artifacts[k] = {} + for _k, _v in v.items(): + if _v: + input_artifacts[k][_k] = _v.dict(exclude_defaults=True) + return PreTaskConfigSpec( + model_id=self.model_id, + model_version=self.model_version, job_id=self.job_id, task_id=self.task_id, task_version=self.task_version, @@ -325,16 +308,12 @@ def task_parameters(self) -> TaskConfigSpec: role=self.role, stage=self.stage, party_id=self.party_id, - inputs=TaskConfigSpec.TaskInputsSpec(parameters=self.input_parameters, artifacts=self.task_node.upstream_inputs).dict(), - conf=self.task_conf + parameters=self.input_parameters, + input_artifacts=FlowRuntimeInputArtifacts(**input_artifacts), + conf=self.task_conf, + mlmd=self.generate_mlmd() ) - def update_runtime_artifacts(self, task_parameters): - # update runtime artifacts: input model and data - task_parameters["inputs"].update({"artifacts": self.input_artifacts}) - schedule_logger(job_id=self.job_id).info(f"update artifacts: {self.input_artifacts}") - return task_parameters - class JobParser(JobParserABC): def __init__(self, dag_conf): @@ -371,13 +350,55 @@ def parse_dag(self, dag_schema: DAGSchema, component_specs: Dict[str, ComponentS self._tasks[name].component_spec = component_specs[name] self._init_task_runtime_parameters_and_conf(name, dag_schema, task_conf) - if not task_spec.inputs or not task_spec.inputs.artifacts: + self._init_upstream_inputs(name, dag_schema.dag) + + def _init_upstream_inputs(self, name, dag: DAGSpec): + task_spec = dag.tasks[name] + common_upstream_inputs = dict() + if task_spec.inputs: + common_upstream_inputs = self._get_upstream_inputs(name, task_spec) + + upstream_inputs = dict() + role_keys = set([party.role for party in dag.parties]) + for party in dag.parties: + if party.role not in role_keys: continue + upstream_inputs[party.role] = dict() + for party_id in party.party_id: + upstream_inputs[party.role][party_id] = copy.deepcopy(common_upstream_inputs) + + party_tasks = dag.party_tasks + if not party_tasks: + self._tasks[name].upstream_inputs = upstream_inputs + return - upstream_inputs = dict() - runtime_roles = self._tasks[name].runtime_roles - for input_key, output_specs_dict in task_spec.inputs.artifacts.items(): - upstream_inputs[input_key] = dict() + for site_name, party_tasks_spec in party_tasks.items(): + if name not in party_tasks_spec.tasks: + continue + party_task_spec = party_tasks_spec.tasks[name] + if not party_task_spec.inputs: + continue + party_upstream_inputs = self._get_upstream_inputs(name, party_task_spec) + for party in party_tasks_spec.parties: + for party_id in party.party_id: + upstream_inputs[party.role][party_id].update(party_upstream_inputs) + + self._tasks[name].upstream_inputs = upstream_inputs + + def _get_upstream_inputs(self, name, task_spec): + upstream_inputs = dict() + runtime_roles = self._tasks[name].runtime_roles + input_artifacts = task_spec.inputs + + for input_type in InputArtifactType.types(): + artifacts = getattr(input_artifacts, input_type) + if not artifacts: + continue + + upstream_inputs[input_type] = dict() + + for input_key, output_specs_dict in artifacts.items(): + upstream_inputs[input_type][input_key] = dict() for artifact_source, channel_spec_list in output_specs_dict.items(): if artifact_source == ArtifactSourceType.MODEL_WAREHOUSE: if isinstance(channel_spec_list, list): @@ -396,38 +417,46 @@ def parse_dag(self, dag_schema: DAGSchema, component_specs: Dict[str, ComponentS inputs.model_id = self._conf.get("model_warehouse", {}).get("model_id", None) inputs.model_version = self._conf.get("model_warehouse", {}).get("model_version", None) - upstream_inputs[input_key] = inputs + upstream_inputs[input_type][input_key] = inputs continue else: + if artifact_source == ArtifactSourceType.DATA_WAREHOUSE: + channel_spec = DataWarehouseChannelSpec + else: + channel_spec = RuntimeTaskOutputChannelSpec if isinstance(channel_spec_list, list): - inputs = [RuntimeTaskOutputChannelSpec(**channel.dict(exclude_defaults=True)) + inputs = [channel_spec(**channel.dict(exclude_defaults=True)) for channel in channel_spec_list] else: - inputs = RuntimeTaskOutputChannelSpec(**channel_spec_list.dict(exclude_defaults=True)) + inputs = channel_spec(**channel_spec_list.dict(exclude_defaults=True)) - upstream_inputs[input_key] = inputs + upstream_inputs[input_type][input_key] = inputs if not isinstance(channel_spec_list, list): channel_spec_list = [channel_spec_list] for channel_spec in channel_spec_list: - dependent_task = channel_spec.producer_task - self._add_edge(dependent_task, name) + if isinstance(channel_spec, RuntimeTaskOutputChannelSpec): + dependent_task = channel_spec.producer_task + self._add_edge(dependent_task, name) - upstream_inputs = self.check_and_add_runtime_roles(upstream_inputs, runtime_roles) - self._tasks[name].upstream_inputs = upstream_inputs + upstream_inputs = self.check_and_add_runtime_roles(upstream_inputs, runtime_roles) + return upstream_inputs @staticmethod def check_and_add_runtime_roles(upstream_inputs, runtime_roles): correct_inputs = copy.deepcopy(upstream_inputs) - for input_key, channel_list in upstream_inputs.items(): - if isinstance(channel_list, list): - for idx, channel in enumerate(channel_list): - if channel.roles is None: - correct_inputs[input_key][idx].roles = runtime_roles - else: - if channel_list.roles is None: - correct_inputs[input_key].roles = runtime_roles + for input_type in InputArtifactType.types(): + if input_type not in upstream_inputs: + continue + for input_key, channel_list in upstream_inputs[input_type].items(): + if isinstance(channel_list, list): + for idx, channel in enumerate(channel_list): + if channel.roles is None: + correct_inputs[input_type][input_key][idx].roles = runtime_roles + else: + if channel_list.roles is None: + correct_inputs[input_type][input_key].roles = runtime_roles return correct_inputs @@ -446,8 +475,8 @@ def _init_task_runtime_parameters_and_conf(self, task_name: str, dag_schema: DAG role_keys = role_keys & task_role_keys common_parameters = dict() - if task_spec.inputs and task_spec.inputs.parameters: - common_parameters = task_spec.inputs.parameters + if task_spec.parameters: + common_parameters = task_spec.parameters task_parameters = dict() task_conf = dict() @@ -483,9 +512,7 @@ def _init_task_runtime_parameters_and_conf(self, task_name: str, dag_schema: DAG for party_id in party.party_id: task_conf[party.role][party_id].update(party_task_conf) - if not party_task_spec.inputs: - continue - parameters = party_task_spec.inputs.parameters + parameters = party_task_spec.parameters if parameters: for party in party_parties: @@ -504,19 +531,21 @@ def topological_sort(self): return nx.topological_sort(self._dag) @classmethod - def infer_dependent_tasks(cls, task_input: RuntimeInputDefinition): - if not task_input or not task_input.artifacts: + def infer_dependent_tasks(cls, artifacts): + if not artifacts: return [] + dependent_task_list = list() - for artifact_name, artifact_channel in task_input.artifacts.items(): + for artifact_name, artifact_channel in artifacts.items(): for artifact_source_type, channels in artifact_channel.items(): - if artifact_source_type == ArtifactSourceType.MODEL_WAREHOUSE: + if artifact_source_type in [ArtifactSourceType.MODEL_WAREHOUSE, ArtifactSourceType.DATA_WAREHOUSE]: continue if not isinstance(channels, list): channels = [channels] for channel in channels: dependent_task_list.append(channel.producer_task) + return dependent_task_list @property diff --git a/python/fate_flow/hub/scheduler/default/_scheduler.py b/python/fate_flow/hub/scheduler/default/_scheduler.py index feaca3e29..50263a51f 100644 --- a/python/fate_flow/hub/scheduler/default/_scheduler.py +++ b/python/fate_flow/hub/scheduler/default/_scheduler.py @@ -17,7 +17,7 @@ from fate_flow.controller.task_controller import TaskController from fate_flow.entity.code import SchedulingStatusCode, FederatedSchedulingStatusCode -from fate_flow.entity.spec import DAGSchema, JobConfSpec +from fate_flow.entity.spec.dag import DAGSchema from fate_flow.db.base_models import DB from fate_flow.db.schedule_models import ScheduleJob, ScheduleTaskStatus from fate_flow.entity.types import StatusSet, JobStatus, TaskStatus, EndStatus, InterruptStatus, ResourceOperation, \ @@ -233,7 +233,6 @@ def schedule_waiting_jobs(cls, job: ScheduleJob): @wraps_utils.schedule_lock def schedule_running_job(self, job: ScheduleJob, force_sync_status=False): schedule_logger(job.f_job_id).info("scheduling running job") - task_scheduling_status_code, auto_rerun_tasks, tasks = TaskScheduler.schedule(job=job) tasks_status = dict([(task.f_task_name, task.f_status) for task in tasks]) schedule_logger(job_id=job.f_job_id).info(f"task_scheduling_status_code: {task_scheduling_status_code}, " diff --git a/python/fate_flow/manager/components/base.py b/python/fate_flow/manager/components/base.py index 2f778b761..def79a496 100644 --- a/python/fate_flow/manager/components/base.py +++ b/python/fate_flow/manager/components/base.py @@ -13,8 +13,8 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.entity.spec import DAGSchema, DAGSpec, PartySpec, TaskSpec, PartyTaskSpec, PartyTaskRefSpec, \ - TaskRuntimeInputDefinition, JobConfSpec, TaskConfSpec +from fate_flow.entity.spec.dag import PartySpec, DAGSchema, DAGSpec, JobConfSpec, TaskConfSpec, TaskSpec, \ + PartyTaskSpec, PartyTaskRefSpec from fate_flow.manager.service.provider_manager import ProviderManager @@ -33,7 +33,7 @@ def local_dag_schema(task_name, component_ref, parameters): party_tasks={ "local_0": PartyTaskSpec( parties=[party], - tasks={task_name: PartyTaskRefSpec(inputs=TaskRuntimeInputDefinition(parameters=parameters))} + tasks={task_name: PartyTaskRefSpec(parameters=parameters)} )} )) return dag diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 467214818..28295b7a4 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -19,7 +19,10 @@ from flask import send_file -from fate_flow.engine.storage import Session +from fate_flow.engine import storage +from fate_flow.engine.storage import Session, StorageEngine +from fate_flow.entity.types import EggRollAddress, StandaloneAddress, HDFSAddress, PathAddress +from fate_flow.utils.io_utils import URI class DataManager: @@ -87,3 +90,47 @@ def delete_data(namespace, name): table.destroy() return True return False + + @staticmethod + def create_data_table( + namespace, name, uri, partitions, data_meta, origin, part_of_data=None, count=None, + ): + address = DataManager.uri_to_address(uri) + storage_meta = storage.StorageTableBase( + namespace=namespace, name=name, address=address, + partitions=partitions, engine=address.storage_engine, + options=None + ) + storage_meta.create_meta( + data_meta=data_meta, part_of_data=part_of_data, count=count, origin=origin + ) + + @staticmethod + def uri_to_address(uri): + uri_schema = URI.from_string(uri).to_schema() + if uri_schema.schema == StorageEngine.EGGROLL: + return EggRollAddress(namespace=uri_schema.namespace, name=uri_schema.name) + elif uri_schema.schema == StorageEngine.STANDALONE: + return StandaloneAddress(namespace=uri_schema.namespace, name=uri_schema.name) + elif uri_schema.schema == StorageEngine.HDFS: + return HDFSAddress(path=uri_schema.path) + elif uri_schema.schema() == StorageEngine.PATH: + return PathAddress(path=uri_schema.path) + else: + raise ValueError(f"uri {uri} engine could not be converted to an address") + + @staticmethod + def get_data_info(namespace, name): + data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) + if data_table_meta: + data = { + "namespace": namespace, + "name": name, + "count": data_table_meta.count, + "meta": data_table_meta.get_data_meta(), + "engine": data_table_meta.engine, + "path": data_table_meta.address.engine_path + } + display_data = data_table_meta.part_of_data + return data, display_data + return {} diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/model/handel/_base.py index 3f1a8a1cc..994b79279 100644 --- a/python/fate_flow/manager/model/handel/_base.py +++ b/python/fate_flow/manager/model/handel/_base.py @@ -19,7 +19,7 @@ from ruamel import yaml from werkzeug.datastructures import FileStorage -from fate_flow.entity.spec import MLModelSpec +from fate_flow.entity.spec.flow import MLModelSpec from fate_flow.entity.types import ModelFileFormat from fate_flow.errors.job import NoFoundModelOutput from fate_flow.manager.model.model_meta import ModelMeta diff --git a/python/fate_flow/manager/model/handel/_file.py b/python/fate_flow/manager/model/handel/_file.py index c6c1d02af..988c7a1ef 100644 --- a/python/fate_flow/manager/model/handel/_file.py +++ b/python/fate_flow/manager/model/handel/_file.py @@ -20,7 +20,7 @@ from flask import send_file from werkzeug.datastructures import FileStorage -from fate_flow.entity.spec import FileStorageSpec +from fate_flow.entity.spec.flow import FileStorageSpec from fate_flow.entity.types import ModelStorageEngine from fate_flow.manager.model.handel import IOHandle from fate_flow.runtime.system_settings import MODEL_STORE_PATH diff --git a/python/fate_flow/manager/model/handel/_mysql.py b/python/fate_flow/manager/model/handel/_mysql.py index 64b0054ad..10d8d2de2 100644 --- a/python/fate_flow/manager/model/handel/_mysql.py +++ b/python/fate_flow/manager/model/handel/_mysql.py @@ -19,7 +19,7 @@ from flask import send_file from werkzeug.datastructures import FileStorage -from fate_flow.entity.spec import MysqlStorageSpec +from fate_flow.entity.spec.flow import MysqlStorageSpec from fate_flow.entity.types import ModelStorageEngine from fate_flow.manager.model.engine import MysqlModelStorage from fate_flow.manager.model.handel import IOHandle diff --git a/python/fate_flow/manager/model/handel/_tencent_cos.py b/python/fate_flow/manager/model/handel/_tencent_cos.py index 42b90c6de..45ab7444d 100644 --- a/python/fate_flow/manager/model/handel/_tencent_cos.py +++ b/python/fate_flow/manager/model/handel/_tencent_cos.py @@ -18,7 +18,7 @@ from flask import send_file from werkzeug.datastructures import FileStorage -from fate_flow.entity.spec import TencentCosStorageSpec +from fate_flow.entity.spec.flow import TencentCosStorageSpec from fate_flow.entity.types import ModelStorageEngine from fate_flow.manager.model.engine import TencentCosStorage from fate_flow.manager.model.handel import IOHandle diff --git a/python/fate_flow/manager/model/model_manager.py b/python/fate_flow/manager/model/model_manager.py index 97cc7c54f..34f063dee 100644 --- a/python/fate_flow/manager/model/model_manager.py +++ b/python/fate_flow/manager/model/model_manager.py @@ -18,7 +18,7 @@ from werkzeug.datastructures import FileStorage -from fate_flow.entity.spec import FileStorageSpec, MysqlStorageSpec, TencentCosStorageSpec +from fate_flow.entity.spec.flow import FileStorageSpec, MysqlStorageSpec, TencentCosStorageSpec from fate_flow.entity.types import ModelStorageEngine from fate_flow.manager.model.handel import FileHandle, MysqlHandel, TencentCosHandel from fate_flow.manager.model.model_meta import ModelMeta diff --git a/python/fate_flow/manager/service/provider_manager.py b/python/fate_flow/manager/service/provider_manager.py index 811b08e38..2a74fda0a 100644 --- a/python/fate_flow/manager/service/provider_manager.py +++ b/python/fate_flow/manager/service/provider_manager.py @@ -19,7 +19,7 @@ from fate_flow.db import ProviderInfo, ComponentInfo from fate_flow.db.base_models import DB, BaseModelOperate -from fate_flow.entity.spec import ProviderSpec, LocalProviderSpec, DockerProviderSpec, K8sProviderSpec +from fate_flow.entity.spec.flow import ProviderSpec, LocalProviderSpec, DockerProviderSpec, K8sProviderSpec from fate_flow.entity.types import ProviderDevice from fate_flow.hub.flow_hub import FlowHub from fate_flow.hub.provider import EntrypointABC diff --git a/python/fate_flow/runtime/component_provider.py b/python/fate_flow/runtime/component_provider.py index 3d0f426b9..0db4932f5 100644 --- a/python/fate_flow/runtime/component_provider.py +++ b/python/fate_flow/runtime/component_provider.py @@ -16,7 +16,7 @@ from typing import Union from fate_flow.entity import BaseEntity -from fate_flow.entity.spec import ProviderSpec, LocalProviderSpec, DockerProviderSpec, K8sProviderSpec +from fate_flow.entity.spec.flow import ProviderSpec, LocalProviderSpec, DockerProviderSpec, K8sProviderSpec class ComponentProvider(BaseEntity): diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index 5d2591b9c..6d391db85 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -18,7 +18,7 @@ from grpc._cython import cygrpc from fate_flow.entity.types import ComputingEngine -from fate_flow.utils import engine_utils +from fate_flow.utils import engine_utils, file_utils from fate_flow.utils.conf_utils import get_base_config, decrypt_database_config from fate_flow.utils.file_utils import get_project_base_directory, get_fate_flow_directory @@ -136,3 +136,5 @@ REQUEST_TRY_TIMES = 3 REQUEST_WAIT_SEC = 2 REQUEST_MAX_WAIT_SEC = 300 + +STANDALONE_DATA_HOME = os.path.join(file_utils.get_project_base_directory(), "data") diff --git a/python/fate_flow/utils/io_utils.py b/python/fate_flow/utils/io_utils.py index 155aaa3bb..efb234372 100644 --- a/python/fate_flow/utils/io_utils.py +++ b/python/fate_flow/utils/io_utils.py @@ -116,69 +116,50 @@ def to_string(self): @dataclass -class HdfsURI(ConcrateURI): - path: str - authority: Optional[str] = None - - @classmethod - def schema(cls): - return "hdfs" - - @classmethod - def from_uri(cls, uri: URI): - return HdfsURI(uri.path, uri.authority) - - def create_file(self, name): - return HdfsURI(path=f"{self.path}/{name}", authority=self.authority) - - def to_string(self): - if self.authority: - return f"hdfs://{self.authority}{self.path}" - else: - return f"hdfs://{self.path}" - - -@dataclass -class HttpURI(ConcrateURI): - path: str - authority: Optional[str] = None +class StandaloneURI(ConcrateURI): + namespace: str + name: str @classmethod def schema(cls): - return "http" + return "standalone" @classmethod def from_uri(cls, uri: URI): - return HttpURI(uri.path, uri.authority) + _, namespace, *names = uri.path.split("/") + name = "_".join(names) + if len(name) > _EGGROLL_NAME_MAX_SIZE: + name = hashlib.md5(name.encode(encoding="utf8")).hexdigest()[:_EGGROLL_NAME_MAX_SIZE] + return EggrollURI(namespace, name) def create_file(self, name): - return HttpURI(path=f"{self.path}/{name}", authority=self.authority) + name = f"{self.name}_{name}" + if len(name) > _EGGROLL_NAME_MAX_SIZE: + name = hashlib.md5(name.encode(encoding="utf8")).hexdigest()[:_EGGROLL_NAME_MAX_SIZE] + return StandaloneURI(namespace=self.namespace, name=name) def to_string(self): - if self.authority: - return f"http://{self.authority}{self.path}" - else: - return f"http://{self.path}" + return f"standalone:///{self.namespace}/{self.name}" @dataclass -class HttpsURI(ConcrateURI): +class HdfsURI(ConcrateURI): path: str authority: Optional[str] = None @classmethod def schema(cls): - return "https" + return "hdfs" @classmethod def from_uri(cls, uri: URI): - return HttpsURI(uri.path, uri.authority) + return HdfsURI(uri.path, uri.authority) def create_file(self, name): - return HttpURI(path=f"{self.path}/{name}", authority=self.authority) + return HdfsURI(path=f"{self.path}/{name}", authority=self.authority) def to_string(self): if self.authority: - return f"https://{self.authority}{self.path}" + return f"hdfs://{self.authority}{self.path}" else: - return f"https://{self.path}" + return f"hdfs://{self.path}" diff --git a/python/fate_flow/utils/job_utils.py b/python/fate_flow/utils/job_utils.py index 87ca1b518..1aecfbf04 100644 --- a/python/fate_flow/utils/job_utils.py +++ b/python/fate_flow/utils/job_utils.py @@ -16,9 +16,11 @@ import os import threading +import yaml + from fate_flow.db.base_models import DB from fate_flow.db.db_models import Job -from fate_flow.entity.spec import DAGSchema +from fate_flow.entity.spec.dag import DAGSchema from fate_flow.runtime.system_settings import LOG_DIR, JOB_DIR, WORKERS_DIR from fate_flow.utils.base_utils import fate_uuid @@ -118,3 +120,10 @@ def get_job_resource_info(job_id, role, party_id): return dag_schema.dag.conf.task_cores, dag_schema.dag.conf.task_parallelism else: return None, None + + +def save_job_dag(job_id, dag): + job_conf_file = os.path.join(JOB_DIR, job_id, "dag.yaml") + os.makedirs(os.path.dirname(job_conf_file), exist_ok=True) + with open(job_conf_file, "w") as f: + f.write(yaml.dump(dag)) diff --git a/python/fate_flow/utils/permission_utils.py b/python/fate_flow/utils/permission_utils.py index f93562ecc..1988b4832 100644 --- a/python/fate_flow/utils/permission_utils.py +++ b/python/fate_flow/utils/permission_utils.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.entity.spec import DAGSchema +from fate_flow.entity.spec.dag import DAGSchema from fate_flow.hook.common.parameters import PermissionCheckParameters from fate_flow.hub.flow_hub import FlowHub diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index da89c148f..103704fec 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -42,7 +42,8 @@ def run_subprocess(job_id, config_dir, process_cmd, added_env: dict = None, log_ os.makedirs(log_dir, exist_ok=True) std_path = get_std_path(log_dir=log_dir, process_name=process_name, process_id=process_id) std = open(std_path, 'w') - pid_path = os.path.join(config_dir, f"{process_name}_pid") + pid_path = os.path.join(config_dir, "pid", f"{process_name}") + os.makedirs(os.path.dirname(pid_path), exist_ok=True) if os.name == 'nt': startupinfo = subprocess.STARTUPINFO() diff --git a/python/fate_flow/worker/fate_executor.py b/python/fate_flow/worker/fate_executor.py index 8b0815ae1..e7ae55bd9 100644 --- a/python/fate_flow/worker/fate_executor.py +++ b/python/fate_flow/worker/fate_executor.py @@ -27,7 +27,7 @@ def run(): cli = click.Group() cli.add_command(component) - cli(prog_name="python -m fate.component") + cli(prog_name="python -m fate.components") if __name__ == "__main__": diff --git a/python/fate_flow/worker/fate_flow_executor.py b/python/fate_flow/worker/fate_flow_executor.py index 220b994d2..a25ad49fb 100644 --- a/python/fate_flow/worker/fate_flow_executor.py +++ b/python/fate_flow/worker/fate_flow_executor.py @@ -28,7 +28,7 @@ def run(): cli = click.Group() cli.add_command(component) - cli(prog_name="python -m fate_flow.component") + cli(prog_name="python -m fate_flow.components") if __name__ == "__main__": diff --git a/python/ofx/api/models/worker.py b/python/ofx/api/models/worker.py index 08fa1dc26..1d686a24b 100644 --- a/python/ofx/api/models/worker.py +++ b/python/ofx/api/models/worker.py @@ -65,6 +65,14 @@ def query_data_tracking(self, job_id, role, party_id, task_name, output_key): "output_key": output_key }) + def query_data_meta(self, namespace, name): + return self.client.get( + endpoint="/table/query", + params={ + "namespace": namespace, + "name": name + }) + def save_metric(self, execution_id, data, incomplete): return self.client.post( endpoint="/worker/metric/save", From 3ba9284271cc336dbc01fdb299cd35b1a37a7b3f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 21 Jun 2023 09:38:40 +0800 Subject: [PATCH 110/482] fateflow: callback output data meta Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/worker/worker_app.py | 15 +- .../fate_flow/components/components/upload.py | 2 +- .../fate_flow/controller/task_controller.py | 10 +- python/fate_flow/db/db_models.py | 1 - python/fate_flow/engine/backend/_base.py | 4 +- python/fate_flow/entity/spec/dag/__init__.py | 5 +- python/fate_flow/entity/spec/dag/_artifact.py | 9 + .../hub/components_wraps/default/_wraps.py | 178 ++++++++++++++---- .../fate_flow/hub/parser/default/_parser.py | 25 ++- python/fate_flow/manager/data/data_manager.py | 24 +-- python/fate_flow/utils/io_utils.py | 9 +- python/fate_flow/utils/job_utils.py | 10 +- python/fate_flow/utils/wraps_utils.py | 1 + python/ofx/api/models/worker.py | 44 +++-- 14 files changed, 247 insertions(+), 90 deletions(-) diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index c1360c081..aaedf14d6 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -114,20 +114,20 @@ def query_data_tracking(job_id=None, role=None, party_id=None, task_name=None, o namespace, name = data.f_namespace, data.f_name else: return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") - info = DataManager.get_data_info(namespace, name) + info, _ = DataManager.get_data_info(namespace, name) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=info) - @manager.route('/data/tracking/save', methods=['POST']) @API.Input.json(execution_id=fields.String(required=True)) @API.Input.json(meta_data=fields.Dict(required=True)) @API.Input.json(uri=fields.String(required=True)) @API.Input.json(output_key=fields.String(required=True)) -@API.Input.params(namespace=fields.String(required=True)) -@API.Input.params(name=fields.String(required=True)) -@API.Input.params(partitions=fields.String(required=True)) -def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name, partitions): +@API.Input.json(namespace=fields.String(required=True)) +@API.Input.json(name=fields.String(required=True)) +@API.Input.json(overview=fields.Dict(required=True)) +@API.Input.json(partitions=fields.Int(required=False)) +def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name, overview, partitions=None): task = JobSaver.query_task_by_execution_id(execution_id=execution_id) data_info = { "uri": uri, @@ -144,7 +144,8 @@ def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name OutputDataTracking.create(data_info) DataManager.create_data_table( namespace=namespace, name=name, uri=uri, partitions=partitions, - data_meta=meta_data, origin=f"{task.f_job_id}.{task.f_task_name}" + data_meta=meta_data, origin=f"{task.f_job_id}.{task.f_task_name}", + count=overview.get("count", None), part_of_data=overview.get("samples", []) ) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 2e91d99c9..c22a36132 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -224,7 +224,7 @@ def get_data_line(values, delimiter, **kwargs): @staticmethod def get_sid_data_line(values, delimiter, fate_uuid, line_index): - return fate_uuid + str(line_index), delimiter.join(list(map(str, values[1:]))) + return fate_uuid + str(line_index), delimiter.join(list(map(str, values[:]))) def kv_generator(self, input_feature_count, fp, job_id, part_of_data): fate_uuid = uuid.uuid1().hex diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index 31948899f..17ddced29 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -15,6 +15,8 @@ # import os +import yaml + from fate_flow.db.db_models import Task from fate_flow.db.schedule_models import ScheduleTask, ScheduleJob, ScheduleTaskStatus from fate_flow.engine.devices import build_engine @@ -149,11 +151,13 @@ def start_task(cls, job_id, role, party_id, task_id, task_version): schedule_logger(job_id).info(f"task run parameters: {run_parameters}") task_executor_process_start_status = False - config_dir = job_utils.get_task_directory(job_id, role, party_id, task.f_task_name, task.f_task_version) + config_dir = job_utils.get_task_directory( + job_id, role, party_id, task.f_task_name, task.f_task_version, input=True + ) os.makedirs(config_dir, exist_ok=True) - run_parameters_path = os.path.join(config_dir, 'task_parameters.json') + run_parameters_path = os.path.join(config_dir, 'preprocess_parameters.yaml') with open(run_parameters_path, 'w') as fw: - fw.write(json_dumps(run_parameters, indent=True)) + yaml.dump(run_parameters, fw) backend_engine = build_engine(task.f_provider_name) run_info = backend_engine.run(task=task, run_parameters=run_parameters, diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index 9bdcd6af9..1f37ebc23 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -112,7 +112,6 @@ class TrackingOutputInfo(DataBaseModel): f_uri = CharField(max_length=200, null=True) f_namespace = CharField(max_length=200) f_name = CharField(max_length=200) - f_meta = JSONField() class Meta: db_table = "t_tracking_data_output" diff --git a/python/fate_flow/engine/backend/_base.py b/python/fate_flow/engine/backend/_base.py index f342e585c..c57b55505 100644 --- a/python/fate_flow/engine/backend/_base.py +++ b/python/fate_flow/engine/backend/_base.py @@ -47,7 +47,7 @@ def is_alive(self, task: Task): class LocalEngine(object): @classmethod def get_component_define(cls, provider_name, task_info, stage): - task_dir = get_task_directory(**task_info) + task_dir = get_task_directory(**task_info, output=True) component_ref = task_info.get("component") role = task_info.get("role") os.makedirs(task_dir, exist_ok=True) @@ -78,7 +78,7 @@ def generate_component_run_cmd(provider_name, output_path=""): "execute", "--env-name", "FATE_TASK_CONFIG", - "--output-path", + "--execution-final-meta-path", output_path ] diff --git a/python/fate_flow/entity/spec/dag/__init__.py b/python/fate_flow/entity/spec/dag/__init__.py index bf5100390..5a884cc12 100644 --- a/python/fate_flow/entity/spec/dag/__init__.py +++ b/python/fate_flow/entity/spec/dag/__init__.py @@ -13,12 +13,15 @@ # See the License for the specific language governing permissions and # limitations under the License. # +from fate_flow.entity.spec.dag._output import ComponentOutputMeta from fate_flow.entity.spec.dag._party import PartySpec from fate_flow.entity.spec.dag._job import DAGSchema, DAGSpec, JobConfSpec, TaskConfSpec, TaskSpec, PartyTaskSpec, \ InheritConfSpec, PartyTaskRefSpec from fate_flow.entity.spec.dag._task import TaskConfigSpec, PreTaskConfigSpec, TaskRuntimeConfSpec from fate_flow.entity.spec.dag._artifact import RuntimeTaskOutputChannelSpec, DataWarehouseChannelSpec, \ - ModelWarehouseChannelSpec, SourceInputArtifactSpec, RuntimeInputArtifacts, FlowRuntimeInputArtifacts + ModelWarehouseChannelSpec, SourceInputArtifactSpec, RuntimeInputArtifacts, FlowRuntimeInputArtifacts,\ + ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ + ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec from fate_flow.entity.spec.dag._component import ComponentSpec, ComponentIOArtifactsTypeSpec from fate_flow.entity.spec.dag._computing import EggrollComputingSpec, SparkComputingSpec, StandaloneComputingSpec from fate_flow.entity.spec.dag._federation import StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, \ diff --git a/python/fate_flow/entity/spec/dag/_artifact.py b/python/fate_flow/entity/spec/dag/_artifact.py index c88538172..cc8851298 100644 --- a/python/fate_flow/entity/spec/dag/_artifact.py +++ b/python/fate_flow/entity/spec/dag/_artifact.py @@ -28,9 +28,13 @@ class Metadata(pydantic.BaseModel): + class DataOverview(pydantic.BaseModel): + count: Optional[int] = None + samples: Optional[List] = None metadata: dict = pydantic.Field(default_factory=dict) name: Optional[str] = None namespace: Optional[str] = None + overview: Optional[DataOverview] class Config: extra = "forbid" @@ -69,6 +73,11 @@ def _check_uri(cls, v, values) -> str: return v +class ArtifactOutputSpec(pydantic.BaseModel): + uri: str + metadata: Metadata + + class URI: def __init__( self, diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 468ba2763..c3d1529b0 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -15,15 +15,16 @@ import json import logging import os.path -import sys import traceback +import uuid + +import yaml from fate_flow.engine.backend import build_backend from fate_flow.entity.spec.dag import PreTaskConfigSpec, DataWarehouseChannelSpec, ComponentIOArtifactsTypeSpec,\ - TaskConfigSpec -from fate_flow.entity.spec.dag._artifact import ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ - ArtifactOutputApplySpec -from fate_flow.entity.spec.dag._output import ComponentOutputMeta + TaskConfigSpec, ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ + ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ComponentOutputMeta + from fate_flow.entity.types import DataframeArtifactType, TableArtifactType, TaskStatus, ComputingEngine from fate_flow.hub.components_wraps import WrapsABC @@ -61,6 +62,7 @@ def run(self): traceback.format_exc() code = -1 exceptions = str(e) + logging.exception(e) finally: self.report_status(code, exceptions) @@ -92,9 +94,14 @@ def preprocess(self): def run_component(self, config): task_parameters = config.dict() logging.info("start run task") - task_dir = job_utils.get_task_directory(**self.task_info) - os.makedirs(task_dir, exist_ok=True) - task_result = os.path.join(task_dir, "task_result.yaml") + task_input = job_utils.get_task_directory(**self.task_info, input=True) + task_output = job_utils.get_task_directory(**self.task_info, output=True) + os.makedirs(task_input, exist_ok=True) + os.makedirs(task_output, exist_ok=True) + task_parameters_file = os.path.join(task_input, "task_parameters.yaml") + task_result = os.path.join(task_output, "task_result.yaml") + with open(task_parameters_file, "w") as f: + yaml.dump(task_parameters, f) p = self.backend.run( provider_name=self.config.provider_name, task_info=self.task_info, @@ -114,9 +121,52 @@ def run_component(self, config): def push_output(self, output_meta: ComponentOutputMeta): if self.task_end_with_success(output_meta.status.code): - pass + # push output data to server + for key, datas in output_meta.io_meta.outputs.data.items(): + if isinstance(datas, list): + for data in datas: + output_data = ArtifactOutputSpec(**data) + self._push_data(key, output_data) + else: + output_data = ArtifactOutputSpec(**datas) + self._push_data(key, output_data) + + # push output model + for key, models in output_meta.io_meta.outputs.model.items(): + if isinstance(models, list): + for model in models: + output_model = ArtifactOutputSpec(**model) + self._push_model(key, output_model) + else: + output_model = ArtifactOutputSpec(**models) + self._push_model(key, output_model) self.report_status(output_meta.status.code, output_meta.status.exceptions) + def _push_data(self, output_key, output_data: ArtifactOutputSpec): + logging.info(f"output data: {output_data}") + namespace = output_data.metadata.namespace + name = output_data.metadata.name + if not namespace and name: + namespace, name = self._default_output_info() + logging.info("save data tracking") + resp = self.mlmd.save_data_tracking( + execution_id=self.config.party_task_id, + output_key=output_key, + meta_data=output_data.metadata.metadata.get("schema", {}), + uri=output_data.uri, + namespace=namespace, + name=name, + overview=output_data.metadata.overview.dict() + ) + logging.info(resp.text) + + def _push_model(self, output_key, output_model: ArtifactOutputSpec): + logging.info(f"output data: {output_model}") + logging.info("save model") + + def _default_output_info(self): + return f"output_data_{self.config.task_id}_{self.config.task_version}", uuid.uuid1().hex + def _preprocess_input_artifacts(self): input_artifacts = {} if self.config.input_artifacts.data: @@ -128,6 +178,16 @@ def _preprocess_input_artifacts(self): input_artifacts[_k].append(self._intput_data_artifacts(_channel)) else: input_artifacts[_k] = self._intput_data_artifacts(_channels) + + if self.config.input_artifacts.model: + for _k, _channels in self.config.input_artifacts.model.items(): + input_artifacts[_k] = None + if isinstance(_channels, list): + input_artifacts[_k] = [] + for _channel in _channels: + input_artifacts[_k].append(self._intput_model_artifacts(_channel)) + else: + input_artifacts[_k] = self._intput_model_artifacts(_channels) return input_artifacts def _preprocess_output_artifacts(self): @@ -152,15 +212,19 @@ def _output_artifacts(self, type_name, is_multi, name): if type_name in [DataframeArtifactType.type_name, TableArtifactType.type_name]: if self.config.conf.computing.type == ComputingEngine.STANDALONE: os.environ["STANDALONE_DATA_PATH"] = STANDALONE_DATA_HOME - uri = f"{self.config.conf.computing.type}://{STANDALONE_DATA_HOME}{self.config.job_id}/{self.config.party_task_id}" + uri = f"{self.config.conf.computing.type}://{STANDALONE_DATA_HOME}/{self.config.task_id}/{uuid.uuid1().hex}" else: - uri = f"{self.config.conf.computing.type}:///{self.config.job_id}/{self.config.party_task_id}" + uri = f"{self.config.conf.computing.type}:///{self.config.task_id}/{uuid.uuid1().hex}" if is_multi: + # replace "{index}" uri += "_{index}" else: - uri = job_utils.get_job_directory(self.config.job_id, self.config.task_name, str(self.config.task_version), - "output", name) - if not is_multi: + uri = job_utils.get_job_directory(self.config.job_id, self.config.role, self.config.party_id, + self.config.task_name, str(self.config.task_version), "output", + name) + if is_multi: + uri = f"file:///{uri}" + else: uri = os.path.join(f"file:///{uri}", type_name) output_artifacts.uri = uri return output_artifacts @@ -178,34 +242,76 @@ def component_define(self): return None def _intput_data_artifacts(self, channel): + # data reference conversion meta = ArtifactInputApplySpec(metadata=Metadata(metadata={}), uri="") + query_field = {} if isinstance(channel, DataWarehouseChannelSpec): + # external data reference -> data meta if channel.name and channel.namespace: - resp = self.mlmd.query_data_meta( - namespace=channel.namespace, - name=channel.name - ) - logging.info(resp.text) - resp_json = resp.json() - logging.info(meta) - meta.metadata.metadata = {"schema": resp_json.get("data", {}).get("meta", {})} - meta.uri = resp_json.get("data", {}).get("path") + query_field = { + "namespace": channel.namespace, + "name": channel.name + } else: - resp = self.mlmd.query_data_meta( - job_id=channel.namespace, - name=channel.name - ) + query_field = { + "job_id": channel.job_id, + "role": self.config.role, + "party_id": self.config.party_id, + "task_name": channel.producer_task, + "output_key": channel.output_artifact_key + } elif isinstance(channel, RuntimeTaskOutputChannelSpec): - pass - # resp = self.mlmd.query_data_tracking( - # job_id=self.config.job_id, - # role=self.config.role, - # party_id=self.config.party_id, - # task_name=channel.producer_task, - # output_key=channel.output_artifact_key - # ) - # logging.info(resp.text) + # this job output data reference -> data meta + query_field = { + "job_id": self.config.job_id, + "role": self.config.role, + "party_id": self.config.party_id, + "task_name": channel.producer_task, + "output_key": channel.output_artifact_key + } + resp = self.mlmd.query_data_meta(**query_field) + logging.info(resp.text) + resp_json = resp.json() + logging.info(meta) + schema = resp_json.get("data", {}).get("meta", {}) + meta.metadata.metadata = {"schema": schema} + meta.uri = resp_json.get("data", {}).get("path") + return meta + + def _intput_model_artifacts(self, channel): + # model reference conversion + meta = ArtifactInputApplySpec(metadata=Metadata(metadata={}), uri="") + query_field = {} + if isinstance(channel, ModelWarehouseChannelSpec): + # external model reference -> download to local + query_field = { + "task_name": channel.producer_task, + "output_key": channel.output_artifact_key, + "role": self.config.role, + "party_id": self.config.party_id + } + if channel.model_id and channel.model_version: + query_field.update({ + "model_id": channel.model_id, + "model_version": channel.model_version + }) + else: + query_field.update({ + "model_id": self.config.model_id, + "model_version": self.config.model_version + }) + elif isinstance(channel, RuntimeTaskOutputChannelSpec): + query_field.update({ + "model_id": self.config.model_id, + "model_version": self.config.model_version + }) + + # this job output data reference -> data meta + resp = self.mlmd.download_model(**query_field) + for chunk in resp.iter_content(1024): + if chunk: + pass return meta def report_status(self, code, error=""): diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 3d7a74f53..3cb44112d 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -531,20 +531,25 @@ def topological_sort(self): return nx.topological_sort(self._dag) @classmethod - def infer_dependent_tasks(cls, artifacts): - if not artifacts: + def infer_dependent_tasks(cls, input_artifacts): + print (input_artifacts) + if not input_artifacts: return [] dependent_task_list = list() - for artifact_name, artifact_channel in artifacts.items(): - for artifact_source_type, channels in artifact_channel.items(): - if artifact_source_type in [ArtifactSourceType.MODEL_WAREHOUSE, ArtifactSourceType.DATA_WAREHOUSE]: - continue + for input_type in InputArtifactType.types(): + artifacts = getattr(input_artifacts, input_type) + if not artifacts: + continue + for artifact_name, artifact_channel in artifacts.items(): + for artifact_source_type, channels in artifact_channel.items(): + if artifact_source_type in [ArtifactSourceType.MODEL_WAREHOUSE, ArtifactSourceType.DATA_WAREHOUSE]: + continue - if not isinstance(channels, list): - channels = [channels] - for channel in channels: - dependent_task_list.append(channel.producer_task) + if not isinstance(channels, list): + channels = [channels] + for channel in channels: + dependent_task_list.append(channel.producer_task) return dependent_task_list diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 28295b7a4..8c25cacaf 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -93,31 +93,33 @@ def delete_data(namespace, name): @staticmethod def create_data_table( - namespace, name, uri, partitions, data_meta, origin, part_of_data=None, count=None, + namespace, name, uri, partitions, data_meta, origin, part_of_data=None, count=None ): - address = DataManager.uri_to_address(uri) + engine, address = DataManager.uri_to_address(uri) storage_meta = storage.StorageTableBase( namespace=namespace, name=name, address=address, - partitions=partitions, engine=address.storage_engine, + partitions=partitions, engine=engine, options=None ) storage_meta.create_meta( - data_meta=data_meta, part_of_data=part_of_data, count=count, origin=origin + data_meta=data_meta, part_of_data=part_of_data, count=count, origin=origin, ) @staticmethod def uri_to_address(uri): uri_schema = URI.from_string(uri).to_schema() - if uri_schema.schema == StorageEngine.EGGROLL: - return EggRollAddress(namespace=uri_schema.namespace, name=uri_schema.name) - elif uri_schema.schema == StorageEngine.STANDALONE: - return StandaloneAddress(namespace=uri_schema.namespace, name=uri_schema.name) - elif uri_schema.schema == StorageEngine.HDFS: - return HDFSAddress(path=uri_schema.path) + engine = uri_schema.schema() + if engine == StorageEngine.EGGROLL: + address = EggRollAddress(namespace=uri_schema.namespace, name=uri_schema.name) + elif uri_schema.schema() == StorageEngine.STANDALONE: + address = StandaloneAddress(namespace=uri_schema.namespace, name=uri_schema.name) + elif uri_schema.schema() == StorageEngine.HDFS: + address = HDFSAddress(path=uri_schema.path) elif uri_schema.schema() == StorageEngine.PATH: - return PathAddress(path=uri_schema.path) + address = PathAddress(path=uri_schema.path) else: raise ValueError(f"uri {uri} engine could not be converted to an address") + return engine, address @staticmethod def get_data_info(namespace, name): diff --git a/python/fate_flow/utils/io_utils.py b/python/fate_flow/utils/io_utils.py index efb234372..fd0721f75 100644 --- a/python/fate_flow/utils/io_utils.py +++ b/python/fate_flow/utils/io_utils.py @@ -24,6 +24,8 @@ # path = $5 # query = $7 # fragment = $9 +from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME + _uri_regex = re.compile(r"^(([^:/?#]+):)?(//([^/?#]*))?([^?#]*)(\?([^#]*))?(#(.*))?") @@ -126,11 +128,14 @@ def schema(cls): @classmethod def from_uri(cls, uri: URI): - _, namespace, *names = uri.path.split("/") + if STANDALONE_DATA_HOME in uri.path: + _, namespace, *names = uri.path.split(STANDALONE_DATA_HOME)[1].split("/") + else: + _, namespace, *names = uri.path.split("/") name = "_".join(names) if len(name) > _EGGROLL_NAME_MAX_SIZE: name = hashlib.md5(name.encode(encoding="utf8")).hexdigest()[:_EGGROLL_NAME_MAX_SIZE] - return EggrollURI(namespace, name) + return StandaloneURI(namespace, name) def create_file(self, name): name = f"{self.name}_{name}" diff --git a/python/fate_flow/utils/job_utils.py b/python/fate_flow/utils/job_utils.py index 1aecfbf04..23fdd827f 100644 --- a/python/fate_flow/utils/job_utils.py +++ b/python/fate_flow/utils/job_utils.py @@ -84,9 +84,13 @@ def get_job_log_directory(job_id, *args): return os.path.join(LOG_DIR, job_id, *args) -def get_task_directory(job_id, role, party_id, task_name, task_version, **kwargs): - return get_job_directory(job_id, role, party_id, task_name, str(task_version)) - +def get_task_directory(job_id, role, party_id, task_name, task_version, input=False, output=False, **kwargs): + if input: + return get_job_directory(job_id, role, party_id, task_name, str(task_version), "input") + if output: + return get_job_directory(job_id, role, party_id, task_name, str(task_version), "output") + else: + return get_job_directory(job_id, role, party_id, task_name, str(task_version)) def start_session_stop(task): # todo: session stop diff --git a/python/fate_flow/utils/wraps_utils.py b/python/fate_flow/utils/wraps_utils.py index a71824040..746d8cd30 100644 --- a/python/fate_flow/utils/wraps_utils.py +++ b/python/fate_flow/utils/wraps_utils.py @@ -140,6 +140,7 @@ def _wrapper(*args, **kwargs): try: _result = func(*args, **kwargs) except Exception as e: + schedule_logger(job.f_job_id).exception(e) raise e finally: schedule_signal(job_id=job.f_job_id, set_or_reset=False) diff --git a/python/ofx/api/models/worker.py b/python/ofx/api/models/worker.py index 1d686a24b..227aa4c29 100644 --- a/python/ofx/api/models/worker.py +++ b/python/ofx/api/models/worker.py @@ -44,34 +44,52 @@ def save_model(self, model_id, model_version, execution_id, output_key, model_da "model_meta": model_data }) - def save_data_tracking(self, execution_id, output_key, model_data, uri): + def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace, name, overview, partitions=None): return self.client.post( endpoint="/worker/data/tracking/save", json={ "execution_id": execution_id, "output_key": output_key, - "model_meta": model_data, - "uri": uri + "meta_data": meta_data, + "uri": uri, + "namespace": namespace, + "name": name, + "overview": overview }) - def query_data_tracking(self, job_id, role, party_id, task_name, output_key): - return self.client.get( - endpoint="/worker/data/tracking/query", - params={ + def query_data_meta(self, job_id=None, role=None, party_id=None, task_name=None, output_key=None, namespace=None, + name=None): + # [job_id, role, party_id, task_name, output_key] or [name, namespace] + if namespace and name: + params = { + "namespace": namespace, + "name": name + } + else: + params = { "job_id": job_id, "role": role, "party_id": party_id, "task_name": task_name, "output_key": output_key - }) + } + return self.client.get( + endpoint="/worker/data/tracking/query", + params=params + ) - def query_data_meta(self, namespace, name): + def download_model(self, model_id, model_version, task_name, output_key, role, party_id): return self.client.get( - endpoint="/table/query", + endpoint="/worker/model/download", params={ - "namespace": namespace, - "name": name - }) + "model_id": model_id, + "model_version": model_version, + "task_name": task_name, + "output_key": output_key, + "role": role, + "party_id": party_id + } + ) def save_metric(self, execution_id, data, incomplete): return self.client.post( From a0f98306691d5df0165802d9a23a6e1faf2a0ef1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 21 Jun 2023 11:07:25 +0800 Subject: [PATCH 111/482] fateflow: callback output model Signed-off-by: zhihuiwan <15779896112@163.com> --- .../hub/components_wraps/default/_wraps.py | 59 ++++++++++++++++++- python/ofx/api/models/worker.py | 25 ++++---- 2 files changed, 69 insertions(+), 15 deletions(-) diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index c3d1529b0..1d348567c 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -12,15 +12,18 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import io import json import logging import os.path +import tarfile import traceback import uuid import yaml from fate_flow.engine.backend import build_backend +from fate_flow.engine.storage import StorageEngine from fate_flow.entity.spec.dag import PreTaskConfigSpec, DataWarehouseChannelSpec, ComponentIOArtifactsTypeSpec,\ TaskConfigSpec, ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ComponentOutputMeta @@ -28,6 +31,7 @@ from fate_flow.entity.types import DataframeArtifactType, TableArtifactType, TaskStatus, ComputingEngine from fate_flow.hub.components_wraps import WrapsABC +from fate_flow.manager.data.data_manager import DataManager from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME from fate_flow.utils import job_utils @@ -131,7 +135,7 @@ def push_output(self, output_meta: ComponentOutputMeta): output_data = ArtifactOutputSpec(**datas) self._push_data(key, output_data) - # push output model + # push model for key, models in output_meta.io_meta.outputs.model.items(): if isinstance(models, list): for model in models: @@ -140,6 +144,16 @@ def push_output(self, output_meta: ComponentOutputMeta): else: output_model = ArtifactOutputSpec(**models) self._push_model(key, output_model) + + # push metric + for key, metrics in output_meta.io_meta.outputs.metric.items(): + if isinstance(metrics, list): + for metric in metrics: + output_metric = ArtifactOutputSpec(**metric) + self._push_metric(key, output_metric) + else: + output_metric = ArtifactOutputSpec(**metrics) + self._push_metric(key, output_metric) self.report_status(output_meta.status.code, output_meta.status.exceptions) def _push_data(self, output_key, output_data: ArtifactOutputSpec): @@ -163,6 +177,45 @@ def _push_data(self, output_key, output_data: ArtifactOutputSpec): def _push_model(self, output_key, output_model: ArtifactOutputSpec): logging.info(f"output data: {output_model}") logging.info("save model") + engine, address = DataManager.uri_to_address(output_model.uri) + if engine == StorageEngine.PATH: + _path = address.path + if os.path.exists(_path): + if os.path.isdir(_path): + path = _path + meta_path = os.path.join(path, "meta.yaml") + with open(meta_path, "w") as fp: + yaml.dump(output_model.metadata, fp) + + else: + path = os.path.dirname(_path) + meta_path = os.path.join(path, "meta.yaml") + with open(meta_path, "w") as fp: + yaml.dump(output_model.metadata, fp) + + # tar and send to server + _io = io.BytesIO() + with tarfile.open(fileobj=_io, mode="w:tar") as tar: + for _root, _dir, _files in os.walk(path): + for _f in _files: + pathfile = os.path.join(_root, _f) + tar.add(pathfile) + tar.close() + _io.seek(0) + self.mlmd.save_model( + self.config.model_id, + self.config.model_version, + self.config.party_task_id, + output_key, + output_model.metadata, + fp + ) + else: + raise ValueError(f"Model path no found: {_path}") + + def _push_metric(self, output_key, output_metric: ArtifactOutputSpec): + logging.info(f"output metric: {output_metric}") + logging.info("save metric") def _default_output_info(self): return f"output_data_{self.config.task_id}_{self.config.task_version}", uuid.uuid1().hex @@ -245,6 +298,7 @@ def _intput_data_artifacts(self, channel): # data reference conversion meta = ArtifactInputApplySpec(metadata=Metadata(metadata={}), uri="") query_field = {} + logging.info(channel) if isinstance(channel, DataWarehouseChannelSpec): # external data reference -> data meta if channel.name and channel.namespace: @@ -273,7 +327,8 @@ def _intput_data_artifacts(self, channel): resp = self.mlmd.query_data_meta(**query_field) logging.info(resp.text) resp_json = resp.json() - logging.info(meta) + if resp_json.get("code") != 0: + raise ValueError(f"Get data artifacts failed: {query_field}") schema = resp_json.get("data", {}).get("meta", {}) meta.metadata.metadata = {"schema": schema} meta.uri = resp_json.get("data", {}).get("path") diff --git a/python/ofx/api/models/worker.py b/python/ofx/api/models/worker.py index 227aa4c29..55e1018b6 100644 --- a/python/ofx/api/models/worker.py +++ b/python/ofx/api/models/worker.py @@ -30,19 +30,18 @@ def query_task_status(self, execution_id): "execution_id": execution_id, }) - def save_model(self, model_id, model_version, execution_id, output_key, model_data, model_path): - with open(model_path, 'rb') as fp: - files = {"file": fp} - return self.client.post( - endpoint="/worker/output/save", - files=files, - json={ - "model_id": model_id, - "model_version": model_version, - "execution_id": execution_id, - "output_key": output_key, - "model_meta": model_data - }) + def save_model(self, model_id, model_version, execution_id, output_key, model_data, fp): + files = {"file": fp} + return self.client.post( + endpoint="/worker/output/save", + files=files, + json={ + "model_id": model_id, + "model_version": model_version, + "execution_id": execution_id, + "output_key": output_key, + "model_meta": model_data + }) def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace, name, overview, partitions=None): return self.client.post( From 9056e9f85ad46b951ebf004987e5e23c7a08d540 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 21 Jun 2023 14:41:10 +0800 Subject: [PATCH 112/482] fateflow: update data output Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/worker/worker_app.py | 19 ++-- python/fate_flow/db/db_models.py | 2 +- python/fate_flow/entity/spec/dag/_artifact.py | 4 +- .../hub/components_wraps/default/_wraps.py | 86 +++++++++++++++---- .../fate_flow/hub/parser/default/_parser.py | 8 +- .../fate_flow/manager/model/handel/_file.py | 2 - python/ofx/api/models/worker.py | 6 +- 7 files changed, 88 insertions(+), 39 deletions(-) diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index aaedf14d6..0896624d5 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -100,6 +100,7 @@ def download_model(model_id, model_version, role, party_id, task_name, output_ke @API.Input.params(namespace=fields.String(required=False)) @API.Input.params(name=fields.String(required=False)) def query_data_tracking(job_id=None, role=None, party_id=None, task_name=None, output_key=None, namespace=None, name=None): + tracking_list = [] if not namespace and name: data_info = { "job_id": job_id, @@ -109,13 +110,15 @@ def query_data_tracking(job_id=None, role=None, party_id=None, task_name=None, o "output_key": output_key } data_list = OutputDataTracking.query(data_info) - if data_list: - data = data_list[0] - namespace, name = data.f_namespace, data.f_name - else: - return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") - info, _ = DataManager.get_data_info(namespace, name) - return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=info) + if not data_list: + return API.Output.json(code=ReturnCode.Task.NO_FOUND_MODEL_OUTPUT, message="failed") + for data in data_list: + info, _ = DataManager.get_data_info(data.f_namespace, data.f_name) + tracking_list.append(info) + else: + info, _ = DataManager.get_data_info(namespace, name) + tracking_list.append(info) + return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=tracking_list) @manager.route('/data/tracking/save', methods=['POST']) @@ -144,7 +147,7 @@ def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name OutputDataTracking.create(data_info) DataManager.create_data_table( namespace=namespace, name=name, uri=uri, partitions=partitions, - data_meta=meta_data, origin=f"{task.f_job_id}.{task.f_task_name}", + data_meta=meta_data, origin=f"{task.f_task_name}.{output_key}", count=overview.get("count", None), part_of_data=overview.get("samples", []) ) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index 1f37ebc23..5a181b8be 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -115,7 +115,7 @@ class TrackingOutputInfo(DataBaseModel): class Meta: db_table = "t_tracking_data_output" - primary_key = CompositeKey('f_job_id', 'f_task_id', 'f_task_version', 'f_role', 'f_party_id', 'f_output_key') + primary_key = CompositeKey('f_job_id', 'f_task_id', 'f_task_version', 'f_role', 'f_party_id', 'f_output_key', 'f_uri') class EngineRegistry(DataBaseModel): diff --git a/python/fate_flow/entity/spec/dag/_artifact.py b/python/fate_flow/entity/spec/dag/_artifact.py index cc8851298..873a4f569 100644 --- a/python/fate_flow/entity/spec/dag/_artifact.py +++ b/python/fate_flow/entity/spec/dag/_artifact.py @@ -141,8 +141,8 @@ class ModelWarehouseChannelSpec(pydantic.BaseModel): class RuntimeInputArtifacts(pydantic.BaseModel): - data: Optional[Dict[str, Dict[str, Union[InputArtifactSpec, List[InputArtifactSpec]]]]] - model: Optional[Dict[str, Dict[str, Union[InputArtifactSpec, List[InputArtifactSpec]]]]] + data: Optional[Dict[str, Dict[str, Union[List[InputArtifactSpec], InputArtifactSpec]]]] + model: Optional[Dict[str, Dict[str, Union[List[InputArtifactSpec], InputArtifactSpec]]]] class SourceInputArtifacts(pydantic.BaseModel): diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 1d348567c..2f9019fc0 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -54,6 +54,14 @@ def task_info(self): "task_version": self.config.task_version } + @property + def task_input_dir(self): + return job_utils.get_task_directory(**self.task_info, input=True) + + @property + def task_output_dir(self): + return job_utils.get_task_directory(**self.task_info, output=True) + def run(self): code = 0 exceptions = "" @@ -98,12 +106,10 @@ def preprocess(self): def run_component(self, config): task_parameters = config.dict() logging.info("start run task") - task_input = job_utils.get_task_directory(**self.task_info, input=True) - task_output = job_utils.get_task_directory(**self.task_info, output=True) - os.makedirs(task_input, exist_ok=True) - os.makedirs(task_output, exist_ok=True) - task_parameters_file = os.path.join(task_input, "task_parameters.yaml") - task_result = os.path.join(task_output, "task_result.yaml") + os.makedirs(self.task_input_dir, exist_ok=True) + os.makedirs(self.task_output_dir, exist_ok=True) + task_parameters_file = os.path.join(self.task_input_dir, "task_parameters.yaml") + task_result = os.path.join(self.task_output_dir, "task_result.yaml") with open(task_parameters_file, "w") as f: yaml.dump(task_parameters, f) p = self.backend.run( @@ -160,9 +166,9 @@ def _push_data(self, output_key, output_data: ArtifactOutputSpec): logging.info(f"output data: {output_data}") namespace = output_data.metadata.namespace name = output_data.metadata.name - if not namespace and name: + if not namespace and not name: namespace, name = self._default_output_info() - logging.info("save data tracking") + logging.info(f"save data tracking to {namespace}, {name}") resp = self.mlmd.save_data_tracking( execution_id=self.config.party_task_id, output_key=output_key, @@ -212,10 +218,26 @@ def _push_model(self, output_key, output_model: ArtifactOutputSpec): ) else: raise ValueError(f"Model path no found: {_path}") + else: + raise ValueError(f"Engine {engine} is not supported") def _push_metric(self, output_key, output_metric: ArtifactOutputSpec): logging.info(f"output metric: {output_metric}") logging.info("save metric") + engine, address = DataManager.uri_to_address(output_metric.uri) + if engine == StorageEngine.PATH: + _path = address.path + if os.path.exists(_path): + with open(_path, "r") as f: + data = json.load(f) + self.mlmd.save_metric( + execution_id=self.config.party_task_id, + data=data + ) + else: + raise ValueError(f"Metric path no found: {_path}") + else: + raise ValueError(f"Engine {engine} is not supported") def _default_output_info(self): return f"output_data_{self.config.task_id}_{self.config.task_version}", uuid.uuid1().hex @@ -272,9 +294,7 @@ def _output_artifacts(self, type_name, is_multi, name): # replace "{index}" uri += "_{index}" else: - uri = job_utils.get_job_directory(self.config.job_id, self.config.role, self.config.party_id, - self.config.task_name, str(self.config.task_version), "output", - name) + uri = os.path.join(self.task_output_dir, name) if is_multi: uri = f"file:///{uri}" else: @@ -329,10 +349,23 @@ def _intput_data_artifacts(self, channel): resp_json = resp.json() if resp_json.get("code") != 0: raise ValueError(f"Get data artifacts failed: {query_field}") - schema = resp_json.get("data", {}).get("meta", {}) - meta.metadata.metadata = {"schema": schema} - meta.uri = resp_json.get("data", {}).get("path") - return meta + resp_data = resp_json.get("data", []) + if len(resp_data) == 1: + data = resp_data[0] + schema = data.get("meta", {}) + meta.metadata.metadata = {"schema": schema} + meta.uri = data.get("path") + return meta + elif len(resp_data) > 1: + meta_list = [] + for data in resp_data: + schema = data.get("meta", {}) + meta.metadata.metadata = {"schema": schema} + meta.uri = data.get("path") + meta_list.append(meta) + return meta_list + else: + raise RuntimeError(resp_data) def _intput_model_artifacts(self, channel): # model reference conversion @@ -363,10 +396,31 @@ def _intput_model_artifacts(self, channel): }) # this job output data reference -> data meta + input_model_base = os.path.join(self.task_input_dir, "model") + os.makedirs(input_model_base, exist_ok=True) + _io = io.BytesIO() resp = self.mlmd.download_model(**query_field) for chunk in resp.iter_content(1024): if chunk: - pass + _io.write(chunk) + model = tarfile.open(fileobj=_io) + metadata = {} + count = 0 + input_model_file = "" + for name in model.getnames(): + fp = model.extractfile(name).read() + if name.endswith("yaml"): + metadata = yaml.safe_load(fp) + else: + count += 1 + input_model_file = os.path.join(input_model_base, name) + with open(input_model_file, "wb") as fw: + fw.write(fp) + if count > 1: + meta.uri = f"file://{input_model_base}" + else: + meta.uri = f"file://{input_model_file}" + meta.metadata = metadata return meta def report_status(self, code, error=""): diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 3cb44112d..09756980a 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -289,12 +289,6 @@ def task_conf(self): @property def task_parameters(self) -> PreTaskConfigSpec: - input_artifacts = {} - for k, v in self.task_node.upstream_inputs.get(self.role).get(self.party_id).items(): - input_artifacts[k] = {} - for _k, _v in v.items(): - if _v: - input_artifacts[k][_k] = _v.dict(exclude_defaults=True) return PreTaskConfigSpec( model_id=self.model_id, model_version=self.model_version, @@ -309,7 +303,7 @@ def task_parameters(self) -> PreTaskConfigSpec: stage=self.stage, party_id=self.party_id, parameters=self.input_parameters, - input_artifacts=FlowRuntimeInputArtifacts(**input_artifacts), + input_artifacts=self.task_node.upstream_inputs.get(self.role).get(self.party_id), conf=self.task_conf, mlmd=self.generate_mlmd() ) diff --git a/python/fate_flow/manager/model/handel/_file.py b/python/fate_flow/manager/model/handel/_file.py index 988c7a1ef..b40a2c89d 100644 --- a/python/fate_flow/manager/model/handel/_file.py +++ b/python/fate_flow/manager/model/handel/_file.py @@ -54,8 +54,6 @@ def _load(self, file, storage_key): _path = self._generate_model_storage_path(storage_key) os.makedirs(os.path.dirname(_path), exist_ok=True) shutil.copy(file, _path) - from fate_flow.utils.schedule_utils import schedule_logger - schedule_logger('wzh').info(_path) model_meta = self.read_meta(self._tar_io(_path)) return model_meta diff --git a/python/ofx/api/models/worker.py b/python/ofx/api/models/worker.py index 55e1018b6..8ea345f1d 100644 --- a/python/ofx/api/models/worker.py +++ b/python/ofx/api/models/worker.py @@ -33,7 +33,7 @@ def query_task_status(self, execution_id): def save_model(self, model_id, model_version, execution_id, output_key, model_data, fp): files = {"file": fp} return self.client.post( - endpoint="/worker/output/save", + endpoint="/worker/model/save", files=files, json={ "model_id": model_id, @@ -90,11 +90,11 @@ def download_model(self, model_id, model_version, task_name, output_key, role, p } ) - def save_metric(self, execution_id, data, incomplete): + def save_metric(self, execution_id, data): return self.client.post( endpoint="/worker/metric/save", json={ "execution_id": execution_id, "data": data, - "incomplete": incomplete + "incomplete": True }) From 4f99615a3a3e675448da89e5627632c1abd7bbe3 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 21 Jun 2023 16:07:03 +0800 Subject: [PATCH 113/482] fateflow: fix Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/worker/worker_app.py | 10 +++--- python/fate_flow/engine/storage/_types.py | 1 + .../hub/components_wraps/default/_wraps.py | 32 +++++++++---------- python/fate_flow/manager/data/data_manager.py | 2 +- python/ofx/api/models/resource.py | 4 +++ python/ofx/api/models/worker.py | 8 ++--- 6 files changed, 31 insertions(+), 26 deletions(-) diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 0896624d5..00590a81d 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -60,11 +60,11 @@ def query_task_status(execution_id): @manager.route('/model/save', methods=['POST']) -@API.Input.json(model_id=fields.String(required=True)) -@API.Input.json(model_version=fields.String(required=True)) -@API.Input.json(execution_id=fields.String(required=True)) -@API.Input.json(meta_data=fields.Dict(required=True)) -@API.Input.json(output_key=fields.String(required=True)) +@API.Input.params(model_id=fields.String(required=True)) +@API.Input.params(model_version=fields.String(required=True)) +@API.Input.params(execution_id=fields.String(required=True)) +@API.Input.params(meta_data=fields.Dict(required=True)) +@API.Input.params(output_key=fields.String(required=True)) def upload_model(model_id, model_version, execution_id, meta_data, output_key): task = JobSaver.query_task_by_execution_id(execution_id=execution_id) file = request.files['file'] diff --git a/python/fate_flow/engine/storage/_types.py b/python/fate_flow/engine/storage/_types.py index 76158a492..b555819d3 100644 --- a/python/fate_flow/engine/storage/_types.py +++ b/python/fate_flow/engine/storage/_types.py @@ -36,6 +36,7 @@ class StorageEngine(object): MYSQL = 'mysql' SIMPLE = 'simple' PATH = 'path' + FILE = 'file' HIVE = 'hive' LOCALFS = 'localfs' API = 'api' diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 2f9019fc0..9c768628e 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -184,38 +184,38 @@ def _push_model(self, output_key, output_model: ArtifactOutputSpec): logging.info(f"output data: {output_model}") logging.info("save model") engine, address = DataManager.uri_to_address(output_model.uri) - if engine == StorageEngine.PATH: + if engine == StorageEngine.FILE: _path = address.path if os.path.exists(_path): if os.path.isdir(_path): path = _path meta_path = os.path.join(path, "meta.yaml") with open(meta_path, "w") as fp: - yaml.dump(output_model.metadata, fp) + yaml.dump(output_model.metadata.dict(), fp) else: path = os.path.dirname(_path) meta_path = os.path.join(path, "meta.yaml") with open(meta_path, "w") as fp: - yaml.dump(output_model.metadata, fp) - + yaml.dump(output_model.metadata.dict(), fp) # tar and send to server _io = io.BytesIO() - with tarfile.open(fileobj=_io, mode="w:tar") as tar: + with tarfile.open(fileobj=_io, mode="x:tar") as tar: for _root, _dir, _files in os.walk(path): for _f in _files: pathfile = os.path.join(_root, _f) tar.add(pathfile) - tar.close() _io.seek(0) - self.mlmd.save_model( + logging.info(output_model.metadata.dict()) + resp = self.mlmd.save_model( self.config.model_id, self.config.model_version, self.config.party_task_id, output_key, - output_model.metadata, - fp + output_model.metadata.dict(), + _io ) + logging.info(resp.text) else: raise ValueError(f"Model path no found: {_path}") else: @@ -225,15 +225,16 @@ def _push_metric(self, output_key, output_metric: ArtifactOutputSpec): logging.info(f"output metric: {output_metric}") logging.info("save metric") engine, address = DataManager.uri_to_address(output_metric.uri) - if engine == StorageEngine.PATH: + if engine == StorageEngine.FILE: _path = address.path if os.path.exists(_path): with open(_path, "r") as f: data = json.load(f) - self.mlmd.save_metric( + resp = self.mlmd.save_metric( execution_id=self.config.party_task_id, data=data ) + logging.info(resp.text) else: raise ValueError(f"Metric path no found: {_path}") else: @@ -294,11 +295,10 @@ def _output_artifacts(self, type_name, is_multi, name): # replace "{index}" uri += "_{index}" else: - uri = os.path.join(self.task_output_dir, name) + path = os.path.join(self.task_output_dir, name) + uri = os.path.join(f"file://{path}", type_name) if is_multi: - uri = f"file:///{uri}" - else: - uri = os.path.join(f"file:///{uri}", type_name) + uri += "_{index}" output_artifacts.uri = uri return output_artifacts @@ -403,7 +403,7 @@ def _intput_model_artifacts(self, channel): for chunk in resp.iter_content(1024): if chunk: _io.write(chunk) - model = tarfile.open(fileobj=_io) + model = tarfile.open(fileobj=_io, mode="x:tar") metadata = {} count = 0 input_model_file = "" diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 8c25cacaf..aa0973fce 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -115,7 +115,7 @@ def uri_to_address(uri): address = StandaloneAddress(namespace=uri_schema.namespace, name=uri_schema.name) elif uri_schema.schema() == StorageEngine.HDFS: address = HDFSAddress(path=uri_schema.path) - elif uri_schema.schema() == StorageEngine.PATH: + elif uri_schema.schema() in [StorageEngine.PATH, StorageEngine.FILE]: address = PathAddress(path=uri_schema.path) else: raise ValueError(f"uri {uri} engine could not be converted to an address") diff --git a/python/ofx/api/models/resource.py b/python/ofx/api/models/resource.py index a1f969e56..0fdf8a9df 100644 --- a/python/ofx/api/models/resource.py +++ b/python/ofx/api/models/resource.py @@ -51,6 +51,10 @@ def post(self, endpoint, data=None, json=None, **kwargs): return self.request('POST', url=self._set_url(endpoint), data=data, json=json, **self._set_request_timeout(kwargs)) + def send_file(self, endpoint, data=None, json=None, params=None, files=None, **kwargs): + return self.request('POST', url=self._set_url(endpoint), data=data, json=json, files=files, params=params, + **self._set_request_timeout(kwargs)) + def get(self, endpoint, **kwargs): kwargs.setdefault('allow_redirects', True) return self.request('GET', url=self._set_url(endpoint), **self._set_request_timeout(kwargs)) diff --git a/python/ofx/api/models/worker.py b/python/ofx/api/models/worker.py index 8ea345f1d..551b00c02 100644 --- a/python/ofx/api/models/worker.py +++ b/python/ofx/api/models/worker.py @@ -30,17 +30,17 @@ def query_task_status(self, execution_id): "execution_id": execution_id, }) - def save_model(self, model_id, model_version, execution_id, output_key, model_data, fp): + def save_model(self, model_id, model_version, execution_id, output_key, meta_data, fp): files = {"file": fp} - return self.client.post( + return self.client.send_file( endpoint="/worker/model/save", files=files, - json={ + params={ "model_id": model_id, "model_version": model_version, "execution_id": execution_id, "output_key": output_key, - "model_meta": model_data + "meta_data": meta_data }) def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace, name, overview, partitions=None): From e83974d778ed68f487281b0b5ccb379f60a5ee98 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 21 Jun 2023 16:56:24 +0800 Subject: [PATCH 114/482] fateflow: fix data upload Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/worker/worker_app.py | 7 ++++--- python/fate_flow/components/components/upload.py | 9 ++++++++- python/fate_flow/db/storage_models.py | 2 +- python/fate_flow/engine/storage/_abc.py | 2 +- python/fate_flow/engine/storage/_table.py | 6 +++--- python/fate_flow/entity/spec/dag/__init__.py | 2 +- python/fate_flow/entity/spec/dag/_artifact.py | 13 ++++++++++++- python/fate_flow/entity/spec/dag/_task.py | 1 + .../hub/components_wraps/default/_wraps.py | 16 ++++++++++------ python/fate_flow/manager/data/data_manager.py | 7 ++++--- python/ofx/api/models/worker.py | 5 +++-- 11 files changed, 48 insertions(+), 22 deletions(-) diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 00590a81d..d0839db08 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -130,7 +130,8 @@ def query_data_tracking(job_id=None, role=None, party_id=None, task_name=None, o @API.Input.json(name=fields.String(required=True)) @API.Input.json(overview=fields.Dict(required=True)) @API.Input.json(partitions=fields.Int(required=False)) -def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name, overview, partitions=None): +@API.Input.json(source=fields.Dict(required=True)) +def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name, overview, source, partitions=None): task = JobSaver.query_task_by_execution_id(execution_id=execution_id) data_info = { "uri": uri, @@ -147,8 +148,8 @@ def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name OutputDataTracking.create(data_info) DataManager.create_data_table( namespace=namespace, name=name, uri=uri, partitions=partitions, - data_meta=meta_data, origin=f"{task.f_task_name}.{output_key}", - count=overview.get("count", None), part_of_data=overview.get("samples", []) + data_meta=meta_data, source=source, + count=overview.get("count", None), part_of_data=overview.get("samples", []), ) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index c22a36132..339fd5507 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -19,6 +19,7 @@ from fate_flow.components import cpn from fate_flow.engine.storage import Session, StorageEngine, StorageType, StorageTableMeta, StorageOrigin +from fate_flow.entity.spec.dag import ArtifactSource from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME from fate_flow.utils.file_utils import get_fate_flow_directory @@ -165,7 +166,13 @@ def run(self, parameters: UploadParam, job_id=""): ) self.table = storage_session.create_table( address=address, - origin=StorageOrigin.UPLOAD, + source=ArtifactSource( + task_id="", + party_task_id="", + task_name="upload", + component="upload", + output_artifact_key="data" + ).dict(), **self.parameters.to_dict() ) data_table_count = self.save_data_table(job_id) diff --git a/python/fate_flow/db/storage_models.py b/python/fate_flow/db/storage_models.py index b080a51dd..9717afebb 100644 --- a/python/fate_flow/db/storage_models.py +++ b/python/fate_flow/db/storage_models.py @@ -40,7 +40,7 @@ class StorageTableMetaModel(DataBaseModel): f_data_meta = JSONField() f_count = BigIntegerField(null=True) f_part_of_data = JSONField() - f_origin = CharField(max_length=50, default='') + f_source = JSONField() f_disable = BooleanField(default=False) f_description = TextField(default='') diff --git a/python/fate_flow/engine/storage/_abc.py b/python/fate_flow/engine/storage/_abc.py index 318b8c788..946e216f9 100644 --- a/python/fate_flow/engine/storage/_abc.py +++ b/python/fate_flow/engine/storage/_abc.py @@ -99,7 +99,7 @@ def get_description(self): ... @abc.abstractmethod - def get_origin(self): + def get_source(self): ... @abc.abstractmethod diff --git a/python/fate_flow/engine/storage/_table.py b/python/fate_flow/engine/storage/_table.py index f31dbab6c..63a462a67 100644 --- a/python/fate_flow/engine/storage/_table.py +++ b/python/fate_flow/engine/storage/_table.py @@ -186,7 +186,7 @@ def __init__(self, name, namespace, new=False, create_address=True): self.count = None self.part_of_data = None self.description = None - self.origin = None + self.source = None self.disable = None self.create_time = None self.update_time = None @@ -370,8 +370,8 @@ def get_auto_increasing_sid(self): def get_have_head(self): return self.have_head - def get_origin(self): - return self.origin + def get_source(self): + return self.source def get_disable(self): return self.disable diff --git a/python/fate_flow/entity/spec/dag/__init__.py b/python/fate_flow/entity/spec/dag/__init__.py index 5a884cc12..76f3cf674 100644 --- a/python/fate_flow/entity/spec/dag/__init__.py +++ b/python/fate_flow/entity/spec/dag/__init__.py @@ -21,7 +21,7 @@ from fate_flow.entity.spec.dag._artifact import RuntimeTaskOutputChannelSpec, DataWarehouseChannelSpec, \ ModelWarehouseChannelSpec, SourceInputArtifactSpec, RuntimeInputArtifacts, FlowRuntimeInputArtifacts,\ ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ - ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec + ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ArtifactSource from fate_flow.entity.spec.dag._component import ComponentSpec, ComponentIOArtifactsTypeSpec from fate_flow.entity.spec.dag._computing import EggrollComputingSpec, SparkComputingSpec, StandaloneComputingSpec from fate_flow.entity.spec.dag._federation import StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, \ diff --git a/python/fate_flow/entity/spec/dag/_artifact.py b/python/fate_flow/entity/spec/dag/_artifact.py index 873a4f569..d630a99cd 100644 --- a/python/fate_flow/entity/spec/dag/_artifact.py +++ b/python/fate_flow/entity/spec/dag/_artifact.py @@ -27,6 +27,15 @@ _uri_regex = re.compile(r"^(([^:/?#]+):)?(//([^/?#]*))?([^?#]*)(\?([^#]*))?(#(.*))?") +class ArtifactSource(pydantic.BaseModel): + task_id: str + party_task_id: str + task_name: str + component: str + output_artifact_key: str + output_index: Optional[int] = None + + class Metadata(pydantic.BaseModel): class DataOverview(pydantic.BaseModel): count: Optional[int] = None @@ -34,7 +43,9 @@ class DataOverview(pydantic.BaseModel): metadata: dict = pydantic.Field(default_factory=dict) name: Optional[str] = None namespace: Optional[str] = None - overview: Optional[DataOverview] + model_overview: Optional[dict] = {} + data_overview: Optional[DataOverview] + source: Optional[ArtifactSource] = None class Config: extra = "forbid" diff --git a/python/fate_flow/entity/spec/dag/_task.py b/python/fate_flow/entity/spec/dag/_task.py index 446b21f2f..b00e6557a 100644 --- a/python/fate_flow/entity/spec/dag/_task.py +++ b/python/fate_flow/entity/spec/dag/_task.py @@ -47,6 +47,7 @@ class TaskConfigSpec(pydantic.BaseModel): job_id: Optional[str] = "" task_id: str party_task_id: str + task_name: str component: str role: str party_id: str diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 9c768628e..76bb2eb9b 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -98,7 +98,8 @@ def preprocess(self): parameters=self.config.parameters, input_artifacts=input_artifacts, output_artifacts=output_artifacts, - conf=self.config.conf + conf=self.config.conf, + task_name=self.config.task_name ) logging.info(config) return config @@ -176,7 +177,8 @@ def _push_data(self, output_key, output_data: ArtifactOutputSpec): uri=output_data.uri, namespace=namespace, name=name, - overview=output_data.metadata.overview.dict() + overview=output_data.metadata.data_overview.dict(), + source=output_data.metadata.source.dict() ) logging.info(resp.text) @@ -212,7 +214,7 @@ def _push_model(self, output_key, output_model: ArtifactOutputSpec): self.config.model_version, self.config.party_task_id, output_key, - output_model.metadata.dict(), + output_model.metadata.model_overview, _io ) logging.info(resp.text) @@ -354,6 +356,7 @@ def _intput_data_artifacts(self, channel): data = resp_data[0] schema = data.get("meta", {}) meta.metadata.metadata = {"schema": schema} + meta.metadata.source = data.get("source", {}) meta.uri = data.get("path") return meta elif len(resp_data) > 1: @@ -362,6 +365,7 @@ def _intput_data_artifacts(self, channel): schema = data.get("meta", {}) meta.metadata.metadata = {"schema": schema} meta.uri = data.get("path") + meta.metadata.source = data.get("source", {}) meta_list.append(meta) return meta_list else: @@ -404,13 +408,13 @@ def _intput_model_artifacts(self, channel): if chunk: _io.write(chunk) model = tarfile.open(fileobj=_io, mode="x:tar") - metadata = {} + model_overview = {} count = 0 input_model_file = "" for name in model.getnames(): fp = model.extractfile(name).read() if name.endswith("yaml"): - metadata = yaml.safe_load(fp) + model_overview = yaml.safe_load(fp) else: count += 1 input_model_file = os.path.join(input_model_base, name) @@ -420,7 +424,7 @@ def _intput_model_artifacts(self, channel): meta.uri = f"file://{input_model_base}" else: meta.uri = f"file://{input_model_file}" - meta.metadata = metadata + meta.metadata.model_overview = model_overview return meta def report_status(self, code, error=""): diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index aa0973fce..524a9b5a9 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -93,7 +93,7 @@ def delete_data(namespace, name): @staticmethod def create_data_table( - namespace, name, uri, partitions, data_meta, origin, part_of_data=None, count=None + namespace, name, uri, partitions, data_meta, part_of_data=None, count=None, source=None ): engine, address = DataManager.uri_to_address(uri) storage_meta = storage.StorageTableBase( @@ -102,7 +102,7 @@ def create_data_table( options=None ) storage_meta.create_meta( - data_meta=data_meta, part_of_data=part_of_data, count=count, origin=origin, + data_meta=data_meta, part_of_data=part_of_data, count=count, source=source ) @staticmethod @@ -131,7 +131,8 @@ def get_data_info(namespace, name): "count": data_table_meta.count, "meta": data_table_meta.get_data_meta(), "engine": data_table_meta.engine, - "path": data_table_meta.address.engine_path + "path": data_table_meta.address.engine_path, + "source": data_table_meta.source } display_data = data_table_meta.part_of_data return data, display_data diff --git a/python/ofx/api/models/worker.py b/python/ofx/api/models/worker.py index 551b00c02..2993cabcb 100644 --- a/python/ofx/api/models/worker.py +++ b/python/ofx/api/models/worker.py @@ -43,7 +43,7 @@ def save_model(self, model_id, model_version, execution_id, output_key, meta_dat "meta_data": meta_data }) - def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace, name, overview, partitions=None): + def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace, name, overview, source, partitions=None): return self.client.post( endpoint="/worker/data/tracking/save", json={ @@ -53,7 +53,8 @@ def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace "uri": uri, "namespace": namespace, "name": name, - "overview": overview + "overview": overview, + "source": source }) def query_data_meta(self, job_id=None, role=None, party_id=None, task_name=None, output_key=None, namespace=None, From 35374ecb48f1f697c3bf4054ea907e1f4f3feb8f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 26 Jun 2023 16:19:36 +0800 Subject: [PATCH 115/482] run data io Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/worker/worker_app.py | 23 +++++++------ python/fate_flow/db/storage_models.py | 1 + python/fate_flow/engine/storage/_table.py | 1 + python/fate_flow/entity/spec/dag/_artifact.py | 3 ++ .../fate_flow/entity/spec/dag/_component.py | 8 +++-- python/fate_flow/entity/spec/flow/__init__.py | 4 +-- python/fate_flow/entity/spec/flow/_model.py | 5 +++ .../hub/components_wraps/default/_wraps.py | 34 +++++++++++-------- python/fate_flow/manager/data/data_manager.py | 7 ++-- .../fate_flow/manager/model/handel/_base.py | 25 +++++++------- .../fate_flow/manager/model/model_manager.py | 4 +-- python/fate_flow/utils/api_utils.py | 8 +++++ python/ofx/api/models/worker.py | 13 +++---- 13 files changed, 83 insertions(+), 53 deletions(-) diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index d0839db08..6de23b917 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -12,6 +12,8 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import json + from flask import request from webargs import fields @@ -60,12 +62,11 @@ def query_task_status(execution_id): @manager.route('/model/save', methods=['POST']) -@API.Input.params(model_id=fields.String(required=True)) -@API.Input.params(model_version=fields.String(required=True)) -@API.Input.params(execution_id=fields.String(required=True)) -@API.Input.params(meta_data=fields.Dict(required=True)) -@API.Input.params(output_key=fields.String(required=True)) -def upload_model(model_id, model_version, execution_id, meta_data, output_key): +@API.Input.form(model_id=fields.String(required=True)) +@API.Input.form(model_version=fields.String(required=True)) +@API.Input.form(execution_id=fields.String(required=True)) +@API.Input.form(output_key=fields.String(required=True)) +def upload_model(model_id, model_version, execution_id, output_key): task = JobSaver.query_task_by_execution_id(execution_id=execution_id) file = request.files['file'] PipelinedModel.upload_model( @@ -74,8 +75,7 @@ def upload_model(model_id, model_version, execution_id, meta_data, output_key): task_name=task.f_task_name, output_key=output_key, model_id=model_id, - model_version=model_version, - meta_data=meta_data + model_version=model_version ) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") @@ -109,7 +109,7 @@ def query_data_tracking(job_id=None, role=None, party_id=None, task_name=None, o "task_name": task_name, "output_key": output_key } - data_list = OutputDataTracking.query(data_info) + data_list = OutputDataTracking.query(**data_info) if not data_list: return API.Output.json(code=ReturnCode.Task.NO_FOUND_MODEL_OUTPUT, message="failed") for data in data_list: @@ -131,7 +131,8 @@ def query_data_tracking(job_id=None, role=None, party_id=None, task_name=None, o @API.Input.json(overview=fields.Dict(required=True)) @API.Input.json(partitions=fields.Int(required=False)) @API.Input.json(source=fields.Dict(required=True)) -def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name, overview, source, partitions=None): +@API.Input.json(data_type=fields.String(required=True)) +def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name, overview, source, data_type, partitions=None): task = JobSaver.query_task_by_execution_id(execution_id=execution_id) data_info = { "uri": uri, @@ -148,7 +149,7 @@ def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name OutputDataTracking.create(data_info) DataManager.create_data_table( namespace=namespace, name=name, uri=uri, partitions=partitions, - data_meta=meta_data, source=source, + data_meta=meta_data, source=source, data_type=data_type, count=overview.get("count", None), part_of_data=overview.get("samples", []), ) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") diff --git a/python/fate_flow/db/storage_models.py b/python/fate_flow/db/storage_models.py index 9717afebb..f79711598 100644 --- a/python/fate_flow/db/storage_models.py +++ b/python/fate_flow/db/storage_models.py @@ -41,6 +41,7 @@ class StorageTableMetaModel(DataBaseModel): f_count = BigIntegerField(null=True) f_part_of_data = JSONField() f_source = JSONField() + f_data_type = CharField(max_length=20, null=True) f_disable = BooleanField(default=False) f_description = TextField(default='') diff --git a/python/fate_flow/engine/storage/_table.py b/python/fate_flow/engine/storage/_table.py index 63a462a67..20e887ec8 100644 --- a/python/fate_flow/engine/storage/_table.py +++ b/python/fate_flow/engine/storage/_table.py @@ -183,6 +183,7 @@ def __init__(self, name, namespace, new=False, create_address=True): self.extend_sid = False self.auto_increasing_sid = None self.data_meta = None + self.data_type = None self.count = None self.part_of_data = None self.description = None diff --git a/python/fate_flow/entity/spec/dag/_artifact.py b/python/fate_flow/entity/spec/dag/_artifact.py index d630a99cd..437d8e810 100644 --- a/python/fate_flow/entity/spec/dag/_artifact.py +++ b/python/fate_flow/entity/spec/dag/_artifact.py @@ -54,6 +54,7 @@ class Config: class ArtifactInputApplySpec(pydantic.BaseModel): uri: str metadata: Metadata + type_name: Optional[str] = None def get_uri(self) -> "URI": return URI.from_string(self.uri) @@ -62,6 +63,7 @@ def get_uri(self) -> "URI": class ArtifactOutputApplySpec(pydantic.BaseModel): uri: str _is_template: Optional[bool] = None + type_name: Optional[str] = None def get_uri(self, index) -> "URI": if self.is_template(): @@ -87,6 +89,7 @@ def _check_uri(cls, v, values) -> str: class ArtifactOutputSpec(pydantic.BaseModel): uri: str metadata: Metadata + type_name: str class URI: diff --git a/python/fate_flow/entity/spec/dag/_component.py b/python/fate_flow/entity/spec/dag/_component.py index 2272d8f07..e0bacb328 100644 --- a/python/fate_flow/entity/spec/dag/_component.py +++ b/python/fate_flow/entity/spec/dag/_component.py @@ -66,12 +66,16 @@ class RuntimeInputDefinition(BaseModel): artifacts: Optional[Dict[str, Dict[str, RuntimeOutputChannelSpec]]] -class ComponentIOArtifactTypeSpec(BaseModel): - name: str +class ArtifactTypeSpec(BaseModel): type_name: str uri_types: List[str] path_type: Literal["file", "directory", "distributed"] + + +class ComponentIOArtifactTypeSpec(BaseModel): + name: str is_multi: bool + types: List[ArtifactTypeSpec] class ComponentIOInputsArtifactsTypeSpec(BaseModel): diff --git a/python/fate_flow/entity/spec/flow/__init__.py b/python/fate_flow/entity/spec/flow/__init__.py index 16783af87..65c5cb9e4 100644 --- a/python/fate_flow/entity/spec/flow/__init__.py +++ b/python/fate_flow/entity/spec/flow/__init__.py @@ -12,10 +12,10 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from ._model import MLModelSpec +from ._model import MLModelSpec, Metadata from ._storage import FileStorageSpec, MysqlStorageSpec, TencentCosStorageSpec from ._provider import ProviderSpec, DockerProviderSpec, K8sProviderSpec, LocalProviderSpec from ._scheduler import SchedulerInfoSpec __all__ = ["MLModelSpec", "FileStorageSpec", "MysqlStorageSpec", "TencentCosStorageSpec", "ProviderSpec", - "DockerProviderSpec", "K8sProviderSpec", "LocalProviderSpec", "SchedulerInfoSpec"] + "DockerProviderSpec", "K8sProviderSpec", "LocalProviderSpec", "SchedulerInfoSpec", "Metadata"] diff --git a/python/fate_flow/entity/spec/flow/_model.py b/python/fate_flow/entity/spec/flow/_model.py index 29882d833..51ed39870 100644 --- a/python/fate_flow/entity/spec/flow/_model.py +++ b/python/fate_flow/entity/spec/flow/_model.py @@ -57,3 +57,8 @@ class MLModelSpec(pydantic.BaseModel): federated: MLModelFederatedSpec party: MLModelPartySpec + + +class Metadata(pydantic.BaseModel): + metadata: dict + model_overview: MLModelSpec diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 76bb2eb9b..fdb8f35f3 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -82,7 +82,7 @@ def preprocess(self): # input logging.info(self.config.input_artifacts) input_artifacts = self._preprocess_input_artifacts() - logging.info(input_artifacts) + logging.debug(input_artifacts) # output output_artifacts = self._preprocess_output_artifacts() @@ -101,7 +101,7 @@ def preprocess(self): conf=self.config.conf, task_name=self.config.task_name ) - logging.info(config) + logging.debug(config) return config def run_component(self, config): @@ -125,7 +125,7 @@ def run_component(self, config): with open(task_result, "r") as f: result = json.load(f) output_meta = ComponentOutputMeta.parse_obj(result) - logging.info(output_meta) + logging.debug(output_meta) else: output_meta = ComponentOutputMeta(status=ComponentOutputMeta.status(code=1, exceptions=p.stdout)) return output_meta @@ -164,7 +164,7 @@ def push_output(self, output_meta: ComponentOutputMeta): self.report_status(output_meta.status.code, output_meta.status.exceptions) def _push_data(self, output_key, output_data: ArtifactOutputSpec): - logging.info(f"output data: {output_data}") + logging.debug(f"output data: {output_data}") namespace = output_data.metadata.namespace name = output_data.metadata.name if not namespace and not name: @@ -178,7 +178,8 @@ def _push_data(self, output_key, output_data: ArtifactOutputSpec): namespace=namespace, name=name, overview=output_data.metadata.data_overview.dict(), - source=output_data.metadata.source.dict() + source=output_data.metadata.source.dict(), + data_type=output_data.type_name ) logging.info(resp.text) @@ -210,12 +211,11 @@ def _push_model(self, output_key, output_model: ArtifactOutputSpec): _io.seek(0) logging.info(output_model.metadata.dict()) resp = self.mlmd.save_model( - self.config.model_id, - self.config.model_version, - self.config.party_task_id, - output_key, - output_model.metadata.model_overview, - _io + model_id=self.config.model_id, + model_version=self.config.model_version, + execution_id=self.config.party_task_id, + output_key=output_key, + fp=_io ) logging.info(resp.text) else: @@ -282,11 +282,16 @@ def _preprocess_output_artifacts(self): datas = getattr(define.outputs, key, None) if datas: for data in datas: - output_artifacts[data.name] = self._output_artifacts(data.type_name, data.is_multi, data.name) + _output_artifacts = [] + for data_type in data.types: + _output_artifacts.append(self._output_artifacts(data_type.type_name, data.is_multi, data.name)) + # todo: multi-type strategy + output_artifacts[data.name] = _output_artifacts[0] return output_artifacts def _output_artifacts(self, type_name, is_multi, name): - output_artifacts = ArtifactOutputApplySpec(uri="") + logging.info(type_name) + output_artifacts = ArtifactOutputApplySpec(uri="", type_name=type_name) if type_name in [DataframeArtifactType.type_name, TableArtifactType.type_name]: if self.config.conf.computing.type == ComputingEngine.STANDALONE: os.environ["STANDALONE_DATA_PATH"] = STANDALONE_DATA_HOME @@ -347,7 +352,7 @@ def _intput_data_artifacts(self, channel): "output_key": channel.output_artifact_key } resp = self.mlmd.query_data_meta(**query_field) - logging.info(resp.text) + logging.debug(resp.text) resp_json = resp.json() if resp_json.get("code") != 0: raise ValueError(f"Get data artifacts failed: {query_field}") @@ -366,6 +371,7 @@ def _intput_data_artifacts(self, channel): meta.metadata.metadata = {"schema": schema} meta.uri = data.get("path") meta.metadata.source = data.get("source", {}) + meta.type_name = data.get("data_type") meta_list.append(meta) return meta_list else: diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 524a9b5a9..49b3096a2 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -93,7 +93,7 @@ def delete_data(namespace, name): @staticmethod def create_data_table( - namespace, name, uri, partitions, data_meta, part_of_data=None, count=None, source=None + namespace, name, uri, partitions, data_meta, data_type, part_of_data=None, count=None, source=None ): engine, address = DataManager.uri_to_address(uri) storage_meta = storage.StorageTableBase( @@ -102,7 +102,7 @@ def create_data_table( options=None ) storage_meta.create_meta( - data_meta=data_meta, part_of_data=part_of_data, count=count, source=source + data_meta=data_meta, part_of_data=part_of_data, count=count, source=source, data_type=data_type ) @staticmethod @@ -132,7 +132,8 @@ def get_data_info(namespace, name): "meta": data_table_meta.get_data_meta(), "engine": data_table_meta.engine, "path": data_table_meta.address.engine_path, - "source": data_table_meta.source + "source": data_table_meta.source, + "data_type": data_table_meta.data_type } display_data = data_table_meta.part_of_data return data, display_data diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/model/handel/_base.py index 994b79279..c4aaf3eb8 100644 --- a/python/fate_flow/manager/model/handel/_base.py +++ b/python/fate_flow/manager/model/handel/_base.py @@ -19,7 +19,7 @@ from ruamel import yaml from werkzeug.datastructures import FileStorage -from fate_flow.entity.spec.flow import MLModelSpec +from fate_flow.entity.spec.flow import Metadata from fate_flow.entity.types import ModelFileFormat from fate_flow.errors.job import NoFoundModelOutput from fate_flow.manager.model.model_meta import ModelMeta @@ -40,11 +40,11 @@ def download(self, model_id, model_version, role, party_id, task_name, output_ke output_key=output_key, role=role, party_id=party_id) return self._download(storage_key=model_metas[0].f_storage_key) - def upload(self, model_file: FileStorage, job_id, task_name, output_key, model_id, model_version, meta_data): + def upload(self, model_file: FileStorage, job_id, task_name, output_key, model_id, model_version): storage_key = self.file_key(model_id, model_version, task_name, output_key) model_meta = self._upload(model_file=model_file, storage_key=storage_key) self.log_meta(model_meta, storage_key, job_id=job_id, task_name=task_name, model_id=model_id, - model_version=model_version, output_key=output_key, meta_data=meta_data) + model_version=model_version, output_key=output_key) def save_as(self, storage_key, dir_path): file_path = os.path.join(dir_path, storage_key) @@ -63,19 +63,18 @@ def delete(self, job_id, role, party_id, task_name): self._delete(storage_key=meta.f_storage_key) self.delete_meta(job_id=job_id, role=role, party_id=party_id, task_name=task_name, storage_engine=self.name) - def log_meta(self, model_meta: MLModelSpec, storage_key, model_id, model_version, job_id, task_name, output_key, - meta_data): + def log_meta(self, model_meta: Metadata, storage_key, model_id, model_version, job_id, task_name, output_key): model_info = { "storage_key": storage_key, "storage_engine": self.name, "model_id": model_id, "model_version": model_version, "job_id": job_id, - "role": model_meta.party.role, - "party_id": model_meta.party.partyid, + "role": model_meta.model_overview.party.role, + "party_id": model_meta.model_overview.party.partyid, "task_name": task_name, "output_key": output_key, - "meta_data": meta_data + "meta_data": model_meta.dict() } ModelMeta.save(**model_info) @@ -83,8 +82,8 @@ def log_meta(self, model_meta: MLModelSpec, storage_key, model_id, model_version def delete_meta(**kwargs): return ModelMeta.delete(**kwargs) - def meta_info(self, model_meta: MLModelSpec): - execution_id = model_meta.party.party_task_id + def meta_info(self, model_meta: Metadata): + execution_id = model_meta.model_overview.party.party_task_id task = JobSaver.query_task_by_execution_id(execution_id=execution_id) job = JobSaver.query_job(job_id=task.f_job_id, role=task.f_role, party_id=task.f_party_id)[0] _meta_info = { @@ -127,18 +126,18 @@ def _load(self, file, storage_key): raise NotImplementedError() @classmethod - def read_meta(cls, _tar: tarfile.TarFile) -> MLModelSpec: + def read_meta(cls, _tar: tarfile.TarFile) -> Metadata: for name in _tar.getnames(): if name.endswith("yaml"): fp = _tar.extractfile(name).read() meta = yaml.safe_load(fp) - return MLModelSpec.parse_obj(meta) + return Metadata.parse_obj(meta) @classmethod def read_model(cls, _tar: tarfile.TarFile): model_cache = {} model_meta = cls.read_meta(_tar) - for model in model_meta.party.models: + for model in model_meta.model_overview.party.models: if model.file_format == ModelFileFormat.JSON: fp = _tar.extractfile(model.name).read() model_cache[model.name] = json.loads(fp) diff --git a/python/fate_flow/manager/model/model_manager.py b/python/fate_flow/manager/model/model_manager.py index 34f063dee..0730b5d8b 100644 --- a/python/fate_flow/manager/model/model_manager.py +++ b/python/fate_flow/manager/model/model_manager.py @@ -37,8 +37,8 @@ class PipelinedModel(object): raise ValueError(f"Model storage engine {engine} is not supported.") @classmethod - def upload_model(cls, model_file: FileStorage, job_id: str, task_name, output_key, model_id, model_version, meta_data): - return cls.handle.upload(model_file, job_id, task_name, output_key, model_id, model_version, meta_data) + def upload_model(cls, model_file: FileStorage, job_id: str, task_name, output_key, model_id, model_version): + return cls.handle.upload(model_file, job_id, task_name, output_key, model_id, model_version) @classmethod def download_model(cls, model_id, model_version, role, party_id, task_name, output_key): diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index d79ac6b41..bc9d814fa 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -44,6 +44,14 @@ class Input: def params(**kwargs): return parser.use_kwargs(kwargs, location='querystring') + @staticmethod + def form(**kwargs): + return parser.use_kwargs(kwargs, location='form') + + @staticmethod + def files(**kwargs): + return parser.use_kwargs(kwargs, location='files') + @staticmethod def json(**kwargs): return parser.use_kwargs(kwargs, location='json') diff --git a/python/ofx/api/models/worker.py b/python/ofx/api/models/worker.py index 2993cabcb..6c8859059 100644 --- a/python/ofx/api/models/worker.py +++ b/python/ofx/api/models/worker.py @@ -30,20 +30,20 @@ def query_task_status(self, execution_id): "execution_id": execution_id, }) - def save_model(self, model_id, model_version, execution_id, output_key, meta_data, fp): + def save_model(self, model_id, model_version, execution_id, output_key, fp): files = {"file": fp} return self.client.send_file( endpoint="/worker/model/save", files=files, - params={ + data={ "model_id": model_id, "model_version": model_version, "execution_id": execution_id, - "output_key": output_key, - "meta_data": meta_data + "output_key": output_key }) - def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace, name, overview, source, partitions=None): + def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace, name, overview, source, data_type, + partitions=None): return self.client.post( endpoint="/worker/data/tracking/save", json={ @@ -54,7 +54,8 @@ def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace "namespace": namespace, "name": name, "overview": overview, - "source": source + "source": source, + "data_type": data_type }) def query_data_meta(self, job_id=None, role=None, party_id=None, task_name=None, output_key=None, namespace=None, From 6a2ea1ca174c3e818f96e7d56f2599f5b4cd4d57 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 26 Jun 2023 20:28:24 +0800 Subject: [PATCH 116/482] fix model save and load Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/worker/worker_app.py | 4 +- .../hub/components_wraps/default/_wraps.py | 38 +++++++++++-------- .../fate_flow/manager/model/handel/_base.py | 12 +++--- .../fate_flow/manager/model/model_manager.py | 4 +- 4 files changed, 35 insertions(+), 23 deletions(-) diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 6de23b917..bf742e19a 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -73,6 +73,8 @@ def upload_model(model_id, model_version, execution_id, output_key): model_file=file, job_id=task.f_job_id, task_name=task.f_task_name, + role=task.f_role, + party_id=task.f_party_id, output_key=output_key, model_id=model_id, model_version=model_version @@ -101,7 +103,7 @@ def download_model(model_id, model_version, role, party_id, task_name, output_ke @API.Input.params(name=fields.String(required=False)) def query_data_tracking(job_id=None, role=None, party_id=None, task_name=None, output_key=None, namespace=None, name=None): tracking_list = [] - if not namespace and name: + if not namespace and not name: data_info = { "job_id": job_id, "role": role, diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index fdb8f35f3..0203be861 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -206,8 +206,9 @@ def _push_model(self, output_key, output_model: ArtifactOutputSpec): with tarfile.open(fileobj=_io, mode="x:tar") as tar: for _root, _dir, _files in os.walk(path): for _f in _files: - pathfile = os.path.join(_root, _f) - tar.add(pathfile) + full_path = os.path.join(_root, _f) + rel_path = os.path.relpath(full_path, path) + tar.add(full_path, rel_path) _io.seek(0) logging.info(output_model.metadata.dict()) resp = self.mlmd.save_model( @@ -290,7 +291,6 @@ def _preprocess_output_artifacts(self): return output_artifacts def _output_artifacts(self, type_name, is_multi, name): - logging.info(type_name) output_artifacts = ArtifactOutputApplySpec(uri="", type_name=type_name) if type_name in [DataframeArtifactType.type_name, TableArtifactType.type_name]: if self.config.conf.computing.type == ComputingEngine.STANDALONE: @@ -355,7 +355,7 @@ def _intput_data_artifacts(self, channel): logging.debug(resp.text) resp_json = resp.json() if resp_json.get("code") != 0: - raise ValueError(f"Get data artifacts failed: {query_field}") + raise ValueError(f"Get data artifacts failed: {query_field}, response: {resp.text}") resp_data = resp_json.get("data", []) if len(resp_data) == 1: data = resp_data[0] @@ -380,15 +380,14 @@ def _intput_data_artifacts(self, channel): def _intput_model_artifacts(self, channel): # model reference conversion meta = ArtifactInputApplySpec(metadata=Metadata(metadata={}), uri="") - query_field = {} + query_field = { + "task_name": channel.producer_task, + "output_key": channel.output_artifact_key, + "role": self.config.role, + "party_id": self.config.party_id + } if isinstance(channel, ModelWarehouseChannelSpec): # external model reference -> download to local - query_field = { - "task_name": channel.producer_task, - "output_key": channel.output_artifact_key, - "role": self.config.role, - "party_id": self.config.party_id - } if channel.model_id and channel.model_version: query_field.update({ "model_id": channel.model_id, @@ -410,17 +409,26 @@ def _intput_model_artifacts(self, channel): os.makedirs(input_model_base, exist_ok=True) _io = io.BytesIO() resp = self.mlmd.download_model(**query_field) + _write = False for chunk in resp.iter_content(1024): if chunk: _io.write(chunk) - model = tarfile.open(fileobj=_io, mode="x:tar") - model_overview = {} + _write = True + + if not _write: + raise RuntimeError(resp.text) + + _io.seek(0) + model = tarfile.open(fileobj=_io) + + model_meta = {} count = 0 input_model_file = "" + logging.info(model.getnames()) for name in model.getnames(): fp = model.extractfile(name).read() if name.endswith("yaml"): - model_overview = yaml.safe_load(fp) + model_meta = yaml.safe_load(fp) else: count += 1 input_model_file = os.path.join(input_model_base, name) @@ -430,7 +438,7 @@ def _intput_model_artifacts(self, channel): meta.uri = f"file://{input_model_base}" else: meta.uri = f"file://{input_model_file}" - meta.metadata.model_overview = model_overview + meta.metadata = model_meta return meta def report_status(self, code, error=""): diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/model/handel/_base.py index c4aaf3eb8..3e0f9a3fb 100644 --- a/python/fate_flow/manager/model/handel/_base.py +++ b/python/fate_flow/manager/model/handel/_base.py @@ -36,15 +36,17 @@ def file_key(model_id, model_version, dir_name, file_name): return os.path.join(model_id, model_version, dir_name, file_name) def download(self, model_id, model_version, role, party_id, task_name, output_key): + from fate_flow.utils.schedule_utils import schedule_logger + schedule_logger('wzh').info(f"model_id={model_id}, model_version={model_version}, task_name={task_name}, output_key={output_key}, role={role}, party_id={party_id}") model_metas = ModelMeta.query(model_id=model_id, model_version=model_version, task_name=task_name, output_key=output_key, role=role, party_id=party_id) return self._download(storage_key=model_metas[0].f_storage_key) - def upload(self, model_file: FileStorage, job_id, task_name, output_key, model_id, model_version): + def upload(self, model_file: FileStorage, job_id, task_name, output_key, model_id, model_version, role, party_id): storage_key = self.file_key(model_id, model_version, task_name, output_key) model_meta = self._upload(model_file=model_file, storage_key=storage_key) self.log_meta(model_meta, storage_key, job_id=job_id, task_name=task_name, model_id=model_id, - model_version=model_version, output_key=output_key) + model_version=model_version, output_key=output_key, role=role, party_id=party_id) def save_as(self, storage_key, dir_path): file_path = os.path.join(dir_path, storage_key) @@ -63,15 +65,15 @@ def delete(self, job_id, role, party_id, task_name): self._delete(storage_key=meta.f_storage_key) self.delete_meta(job_id=job_id, role=role, party_id=party_id, task_name=task_name, storage_engine=self.name) - def log_meta(self, model_meta: Metadata, storage_key, model_id, model_version, job_id, task_name, output_key): + def log_meta(self, model_meta: Metadata, storage_key, model_id, model_version, job_id, task_name, output_key, role, party_id): model_info = { "storage_key": storage_key, "storage_engine": self.name, "model_id": model_id, "model_version": model_version, "job_id": job_id, - "role": model_meta.model_overview.party.role, - "party_id": model_meta.model_overview.party.partyid, + "role": role, + "party_id": party_id, "task_name": task_name, "output_key": output_key, "meta_data": model_meta.dict() diff --git a/python/fate_flow/manager/model/model_manager.py b/python/fate_flow/manager/model/model_manager.py index 0730b5d8b..f29f5c0ff 100644 --- a/python/fate_flow/manager/model/model_manager.py +++ b/python/fate_flow/manager/model/model_manager.py @@ -37,8 +37,8 @@ class PipelinedModel(object): raise ValueError(f"Model storage engine {engine} is not supported.") @classmethod - def upload_model(cls, model_file: FileStorage, job_id: str, task_name, output_key, model_id, model_version): - return cls.handle.upload(model_file, job_id, task_name, output_key, model_id, model_version) + def upload_model(cls, model_file: FileStorage, job_id: str, task_name, output_key, model_id, model_version, role, party_id): + return cls.handle.upload(model_file, job_id, task_name, output_key, model_id, model_version, role, party_id) @classmethod def download_model(cls, model_id, model_version, role, party_id, task_name, output_key): From 4964853c62c873cad7bbf70506ae6d0bbb60c35c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 27 Jun 2023 12:01:38 +0800 Subject: [PATCH 117/482] component manager Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/data_app.py | 15 +++++++++++--- .../fate_flow/manager/components/__init__.py | 15 ++++++++++++++ python/fate_flow/manager/components/base.py | 9 ++++++--- .../{upload.py => component_manager.py} | 20 +++++++++++++++++-- 4 files changed, 51 insertions(+), 8 deletions(-) rename python/fate_flow/manager/components/{upload.py => component_manager.py} (65%) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 6c97a4de0..69cfd92a0 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -16,7 +16,7 @@ from webargs import fields from fate_flow.engine import storage -from fate_flow.manager.components.upload import UploadManager +from fate_flow.manager.components.component_manager import ComponentManager from fate_flow.manager.data.data_manager import DataManager from fate_flow.utils.api_utils import API @@ -32,19 +32,28 @@ @API.Input.json(namespace=fields.String(required=False)) @API.Input.json(name=fields.String(required=False)) def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_sid=False): - result = UploadManager.upload_file( + result = ComponentManager.upload( file=file, head=head, partitions=partitions, meta=meta, namespace=namespace, name=name, extend_sid=extend_sid ) return API.Output.json(**result) +@manager.route('/dataframe/transformer', methods=['POST']) +@API.Input.json(data_warehouse=fields.Dict(required=True)) +@API.Input.json(namespace=fields.String(required=True)) +@API.Input.json(name=fields.String(required=True)) +def transformer_data(data_warehouse, namespace, name): + result = ComponentManager.dataframe_transformer(data_warehouse, namespace, name) + return API.Output.json(**result) + + @manager.route('/download', methods=['GET']) @API.Input.params(name=fields.String(required=True)) @API.Input.params(namespace=fields.String(required=True)) def download(namespace, name): data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) return DataManager.send_table( - output_tables_meta={"table": data_table_meta}, + output_tables_meta={"data": data_table_meta}, tar_file_name=f'download_data_{namespace}_{name}.tar.gz', need_head=True ) diff --git a/python/fate_flow/manager/components/__init__.py b/python/fate_flow/manager/components/__init__.py index e69de29bb..878d3a9c5 100644 --- a/python/fate_flow/manager/components/__init__.py +++ b/python/fate_flow/manager/components/__init__.py @@ -0,0 +1,15 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# diff --git a/python/fate_flow/manager/components/base.py b/python/fate_flow/manager/components/base.py index def79a496..79d1964b4 100644 --- a/python/fate_flow/manager/components/base.py +++ b/python/fate_flow/manager/components/base.py @@ -14,14 +14,15 @@ # limitations under the License. # from fate_flow.entity.spec.dag import PartySpec, DAGSchema, DAGSpec, JobConfSpec, TaskConfSpec, TaskSpec, \ - PartyTaskSpec, PartyTaskRefSpec + PartyTaskSpec, PartyTaskRefSpec, RuntimeInputArtifacts from fate_flow.manager.service.provider_manager import ProviderManager class Base: @staticmethod - def local_dag_schema(task_name, component_ref, parameters): - provider = ProviderManager.get_fate_flow_provider() + def local_dag_schema(task_name, component_ref, parameters, inputs=None, provider=None): + if not provider: + provider = ProviderManager.get_fate_flow_provider() party = PartySpec(role="local", party_id=["0"]) dag = DAGSchema( schema_version=provider.version, @@ -36,4 +37,6 @@ def local_dag_schema(task_name, component_ref, parameters): tasks={task_name: PartyTaskRefSpec(parameters=parameters)} )} )) + if inputs: + dag.dag.tasks[task_name].inputs = RuntimeInputArtifacts(**inputs) return dag diff --git a/python/fate_flow/manager/components/upload.py b/python/fate_flow/manager/components/component_manager.py similarity index 65% rename from python/fate_flow/manager/components/upload.py rename to python/fate_flow/manager/components/component_manager.py index ce3b5393b..3d4e9c1e5 100644 --- a/python/fate_flow/manager/components/upload.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -19,12 +19,13 @@ from fate_flow.entity.code import ReturnCode from fate_flow.entity.types import EngineType from fate_flow.manager.components.base import Base +from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.system_settings import ENGINES -class UploadManager(Base): +class ComponentManager(Base): @classmethod - def upload_file(cls, **kwargs): + def upload(cls, **kwargs): name = kwargs.get("name") namespace = kwargs.get("namespace") if not name or not namespace: @@ -41,3 +42,18 @@ def upload_file(cls, **kwargs): if result.get("code") == ReturnCode.Base.SUCCESS: result["data"] = {"name": name, "namespace": namespace} return result + + @classmethod + def dataframe_transformer(cls, data_warehouse, namespace, name): + provider = ProviderManager.get_default_fate_provider() + dag_schema = cls.local_dag_schema( + task_name="transformer_0", + component_ref="dataframe_transformer", + parameters={"namespace": namespace, "name": name}, + inputs={"data": {"table": {"data_warehouse": data_warehouse}}}, + provider=provider + ) + result = JobController.request_create_job(dag_schema.dict()) + if result.get("code") == ReturnCode.Base.SUCCESS: + result["data"] = {"name": name, "namespace": namespace} + return result From 940c7c5a89105f6e27bf658143d98baea64ffa27 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 27 Jun 2023 12:41:47 +0800 Subject: [PATCH 118/482] update upload Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/backend/_base.py | 4 +++- python/fate_flow/entrypoint/cli.py | 23 ++++++++++++++++--- .../hub/components_wraps/default/_wraps.py | 5 +++- 3 files changed, 27 insertions(+), 5 deletions(-) diff --git a/python/fate_flow/engine/backend/_base.py b/python/fate_flow/engine/backend/_base.py index c57b55505..0379cd427 100644 --- a/python/fate_flow/engine/backend/_base.py +++ b/python/fate_flow/engine/backend/_base.py @@ -90,7 +90,9 @@ def generate_component_run_cmd(provider_name, output_path=""): "component", "execute", "--env-name", - "FATE_TASK_CONFIG" + "FATE_TASK_CONFIG", + "--execution-final-meta-path", + output_path ] else: raise ValueError(f"load provider {provider_name} failed") diff --git a/python/fate_flow/entrypoint/cli.py b/python/fate_flow/entrypoint/cli.py index 5217ba4bc..48ed0955b 100644 --- a/python/fate_flow/entrypoint/cli.py +++ b/python/fate_flow/entrypoint/cli.py @@ -12,7 +12,10 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import json import logging +import os +import traceback import click @@ -47,7 +50,14 @@ def entrypoint(config, env_name): @component.command() @click.option("--config", required=False, type=click.File(), help="config path") @click.option("--env-name", required=False, type=str, help="env name for config") -def execute(config, env_name): +@click.option( + "--execution-final-meta-path", + type=click.Path(exists=False, dir_okay=False, writable=True, resolve_path=True), + default=os.path.join(os.getcwd(), "execution_final_meta.json"), + show_default=True, + help="path for execution meta generated by component when execution finished", +) +def execute(config, env_name, execution_final_meta_path): # parse config configs = {} load_config_from_env(configs, env_name) @@ -57,8 +67,15 @@ def execute(config, env_name): logger = logging.getLogger(__name__) logger.debug("logger installed") logger.debug(f"task config: {task_config}") - execute_component(task_config) - + os.makedirs(os.path.dirname(execution_final_meta_path), exist_ok=True) + try: + execute_component(task_config) + with open(execution_final_meta_path, "w") as fw: + json.dump(dict(status=dict(code=0)), fw, indent=4) + except Exception as e: + with open(execution_final_meta_path, "w") as fw: + json.dump(dict(status=dict(code=-1, exceptions=traceback.format_exc())), fw) + raise e def load_config_from_file(configs, config_file): diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 0203be861..3ca416b0f 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -133,6 +133,9 @@ def run_component(self, config): def push_output(self, output_meta: ComponentOutputMeta): if self.task_end_with_success(output_meta.status.code): # push output data to server + if not output_meta.io_meta: + logging.info("no io meta, pass push") + return for key, datas in output_meta.io_meta.outputs.data.items(): if isinstance(datas, list): for data in datas: @@ -161,7 +164,7 @@ def push_output(self, output_meta: ComponentOutputMeta): else: output_metric = ArtifactOutputSpec(**metrics) self._push_metric(key, output_metric) - self.report_status(output_meta.status.code, output_meta.status.exceptions) + # self.report_status(output_meta.status.code, output_meta.status.exceptions) def _push_data(self, output_key, output_data: ArtifactOutputSpec): logging.debug(f"output data: {output_data}") From bf9534858feb0febab30bf00ef4bffa5e058d6d7 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 27 Jun 2023 14:00:25 +0800 Subject: [PATCH 119/482] update upload and transformer Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/components/base.py | 7 +++-- .../manager/components/component_manager.py | 27 ++++++++++++++----- 2 files changed, 25 insertions(+), 9 deletions(-) diff --git a/python/fate_flow/manager/components/base.py b/python/fate_flow/manager/components/base.py index 79d1964b4..9f153bf7e 100644 --- a/python/fate_flow/manager/components/base.py +++ b/python/fate_flow/manager/components/base.py @@ -20,10 +20,13 @@ class Base: @staticmethod - def local_dag_schema(task_name, component_ref, parameters, inputs=None, provider=None): + def local_dag_schema(task_name, component_ref, parameters, inputs=None, provider=None, role=None, party_id=None): if not provider: provider = ProviderManager.get_fate_flow_provider() - party = PartySpec(role="local", party_id=["0"]) + if not role or not party_id: + role = "local" + party_id = "0" + party = PartySpec(role=role, party_id=[party_id]) dag = DAGSchema( schema_version=provider.version, dag=DAGSpec( diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index 3d4e9c1e5..ef9702cde 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -25,33 +25,46 @@ class ComponentManager(Base): @classmethod - def upload(cls, **kwargs): - name = kwargs.get("name") - namespace = kwargs.get("namespace") + def upload(cls, file, head, partitions, meta, namespace, name, extend_sid, role, party_id): + parameters = { + "file": file, + "head": head, + "partitions": partitions, + "meta": meta, + "extend_sid": extend_sid + } if not name or not namespace: name = str(uuid.uuid1()) namespace = "upload" - kwargs.update({ + parameters.update({ "storage_engine": ENGINES.get(EngineType.STORAGE), "name": name, "namespace": namespace }) - dag_schema = cls.local_dag_schema("upload_0", "upload", parameters=kwargs) + dag_schema = cls.local_dag_schema( + task_name="upload_0", + component_ref="upload", + parameters=parameters, + role=role, + party_id=party_id + ) result = JobController.request_create_job(dag_schema.dict()) if result.get("code") == ReturnCode.Base.SUCCESS: result["data"] = {"name": name, "namespace": namespace} return result @classmethod - def dataframe_transformer(cls, data_warehouse, namespace, name): + def dataframe_transformer(cls, data_warehouse, namespace, name, role, party_id): provider = ProviderManager.get_default_fate_provider() dag_schema = cls.local_dag_schema( task_name="transformer_0", component_ref="dataframe_transformer", parameters={"namespace": namespace, "name": name}, inputs={"data": {"table": {"data_warehouse": data_warehouse}}}, - provider=provider + provider=provider, + role=role, + party_id=party_id ) result = JobController.request_create_job(dag_schema.dict()) if result.get("code") == ReturnCode.Base.SUCCESS: From 1e5a531052d9cd046f252ce585970dda5e081677 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 27 Jun 2023 14:01:09 +0800 Subject: [PATCH 120/482] update upload and transformer Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/storage/standalone/_table.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/python/fate_flow/engine/storage/standalone/_table.py b/python/fate_flow/engine/storage/standalone/_table.py index 79fa7fcfc..8ba7c80f2 100644 --- a/python/fate_flow/engine/storage/standalone/_table.py +++ b/python/fate_flow/engine/storage/standalone/_table.py @@ -41,8 +41,8 @@ def __init__( self._store_type = store_type self._session = session self._table = self._session.create_table( - namespace=self.namespace, - name=self.name, + namespace=self.address.namespace, + name=self.address.name, partitions=partitions, need_cleanup=self._store_type == StandaloneStoreType.ROLLPAIR_IN_MEMORY, error_if_exist=False, @@ -61,7 +61,7 @@ def _destroy(self): self._table.destroy() def _save_as(self, address, name, namespace, partitions=None, **kwargs): - self._table.save_as(name=name, namespace=namespace) + self._table.save_as(name=address.name, namespace=address.namespace) table = StorageTable( session=self._session, From c31a9cc8e2a314fe0e601f6bdce0a4edbb30461c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 27 Jun 2023 14:01:26 +0800 Subject: [PATCH 121/482] update upload and transformer Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/data_app.py | 13 +++++++++---- 1 file changed, 9 insertions(+), 4 deletions(-) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 69cfd92a0..c760752b5 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -31,9 +31,12 @@ @API.Input.json(meta=fields.Dict(required=True)) @API.Input.json(namespace=fields.String(required=False)) @API.Input.json(name=fields.String(required=False)) -def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_sid=False): +@API.Input.json(role=fields.String(required=False)) +@API.Input.json(party_id=fields.String(required=False)) +def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_sid=False, role=None, party_id=None): result = ComponentManager.upload( - file=file, head=head, partitions=partitions, meta=meta, namespace=namespace, name=name, extend_sid=extend_sid + file=file, head=head, partitions=partitions, meta=meta, namespace=namespace, name=name, extend_sid=extend_sid, + role=role, party_id=party_id ) return API.Output.json(**result) @@ -42,8 +45,10 @@ def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_ @API.Input.json(data_warehouse=fields.Dict(required=True)) @API.Input.json(namespace=fields.String(required=True)) @API.Input.json(name=fields.String(required=True)) -def transformer_data(data_warehouse, namespace, name): - result = ComponentManager.dataframe_transformer(data_warehouse, namespace, name) +@API.Input.json(role=fields.String(required=False)) +@API.Input.json(party_id=fields.String(required=False)) +def transformer_data(data_warehouse, namespace, name, role, party_id): + result = ComponentManager.dataframe_transformer(data_warehouse, namespace, name, role, party_id) return API.Output.json(**result) From b3c10855c8937e956f7090a675e68da98b76f955 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 27 Jun 2023 14:02:28 +0800 Subject: [PATCH 122/482] update upload and transformer Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/data_app.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index c760752b5..5fdd67139 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -47,7 +47,7 @@ def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_ @API.Input.json(name=fields.String(required=True)) @API.Input.json(role=fields.String(required=False)) @API.Input.json(party_id=fields.String(required=False)) -def transformer_data(data_warehouse, namespace, name, role, party_id): +def transformer_data(data_warehouse, namespace, name, role=None, party_id=None): result = ComponentManager.dataframe_transformer(data_warehouse, namespace, name, role, party_id) return API.Output.json(**result) From 9798c70f47b7f2d2684d85ec700e53ed57f03996 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 27 Jun 2023 22:35:41 +0800 Subject: [PATCH 123/482] update data manager Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/data_app.py | 5 +- python/fate_flow/manager/components/base.py | 2 +- python/fate_flow/manager/data/data_manager.py | 59 +++++++++++++------ 3 files changed, 44 insertions(+), 22 deletions(-) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 5fdd67139..2a4e3ea72 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -55,10 +55,11 @@ def transformer_data(data_warehouse, namespace, name, role=None, party_id=None): @manager.route('/download', methods=['GET']) @API.Input.params(name=fields.String(required=True)) @API.Input.params(namespace=fields.String(required=True)) -def download(namespace, name): +@API.Input.params(header=fields.String(required=False)) +def download(namespace, name, header=None): data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) return DataManager.send_table( output_tables_meta={"data": data_table_meta}, tar_file_name=f'download_data_{namespace}_{name}.tar.gz', - need_head=True + need_head=header ) diff --git a/python/fate_flow/manager/components/base.py b/python/fate_flow/manager/components/base.py index 9f153bf7e..b7cc51056 100644 --- a/python/fate_flow/manager/components/base.py +++ b/python/fate_flow/manager/components/base.py @@ -35,7 +35,7 @@ def local_dag_schema(task_name, component_ref, parameters, inputs=None, provider stage="default", tasks={task_name: TaskSpec(component_ref=component_ref, parties=[party])}, party_tasks={ - "local_0": PartyTaskSpec( + f"{role}_{party_id}": PartyTaskSpec( parties=[party], tasks={task_name: PartyTaskRefSpec(parameters=parameters)} )} diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 49b3096a2..2731398ab 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -26,8 +26,9 @@ class DataManager: - @staticmethod + @classmethod def send_table( + cls, output_tables_meta, tar_file_name="", limit=-1, @@ -35,6 +36,8 @@ def send_table( download_dir="", ): + if not need_head: + need_head = True output_data_file_list = [] output_data_meta_file_list = [] with TemporaryDirectory() as output_tmp_dir: @@ -52,24 +55,30 @@ def send_table( output_table = sess.get_table(name=output_table_meta.get_name(), namespace=output_table_meta.get_namespace()) if output_table: - for k, v in output_table.collect(): - # save meta - if output_data_count == 0: - output_data_file_list.append(output_data_file_path) - schema = output_table.meta.get_data_meta() - header = schema.get("header", []) - output_data_meta_file_list.append(output_data_meta_file_path) - with open(output_data_meta_file_path, 'w') as f: - json.dump({'header': header}, f, indent=4) - if need_head and header and output_table_meta.get_have_head(): - if isinstance(header, list): - header = output_table_meta.get_id_delimiter().join(header) - fw.write(f'{header}\n') - delimiter = output_table_meta.get_id_delimiter() if output_table_meta.get_id_delimiter() else "," - fw.write('{}\n'.format(delimiter.join([k, v]))) - output_data_count += 1 - if output_data_count == limit: - break + for _, data in output_table.collect(): + for v in data: + # save meta + if output_data_count == 0: + output_data_file_list.append(output_data_file_path) + data_meta = output_table.meta.get_data_meta() + header = cls.get_data_header(output_table_meta.get_id_delimiter(), data_meta) + output_data_meta_file_list.append(output_data_meta_file_path) + with open(output_data_meta_file_path, 'w') as f: + json.dump({'header': header}, f, indent=4) + if need_head and header and output_table_meta.get_have_head(): + if isinstance(header, list): + header = output_table_meta.get_id_delimiter().join(header) + fw.write(f'{header}\n') + delimiter = output_table_meta.get_id_delimiter() + if isinstance(v, str): + fw.write('{}\n'.format(v)) + elif isinstance(v, list): + fw.write('{}\n'.format(delimiter.join([str(_v) for _v in v]))) + else: + raise ValueError(type(v)) + output_data_count += 1 + if output_data_count == limit: + break if download_dir: return # tar @@ -138,3 +147,15 @@ def get_data_info(namespace, name): display_data = data_table_meta.part_of_data return data, display_data return {} + + @staticmethod + def get_data_header(delimiter, data_meta): + header = [] + if data_meta.get("header"): + header = data_meta.get("header") + if isinstance(header, str): + header = header.split(delimiter) + else: + for field in data_meta.get("fields", []): + header.append(field.get("name")) + return header From 80b19d221cfafd8e5099a954b5c8a5a958181c1b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 27 Jun 2023 22:45:53 +0800 Subject: [PATCH 124/482] fix component wraps Signed-off-by: zhihuiwan <15779896112@163.com> --- .../fate_flow/hub/components_wraps/default/_wraps.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 3ca416b0f..f7b05f03b 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -173,6 +173,8 @@ def _push_data(self, output_key, output_data: ArtifactOutputSpec): if not namespace and not name: namespace, name = self._default_output_info() logging.info(f"save data tracking to {namespace}, {name}") + overview = output_data.metadata.data_overview + source = output_data.metadata.source resp = self.mlmd.save_data_tracking( execution_id=self.config.party_task_id, output_key=output_key, @@ -180,8 +182,8 @@ def _push_data(self, output_key, output_data: ArtifactOutputSpec): uri=output_data.uri, namespace=namespace, name=name, - overview=output_data.metadata.data_overview.dict(), - source=output_data.metadata.source.dict(), + overview=overview.dict() if overview else {}, + source=source.dict() if source else {}, data_type=output_data.type_name ) logging.info(resp.text) @@ -223,7 +225,7 @@ def _push_model(self, output_key, output_model: ArtifactOutputSpec): ) logging.info(resp.text) else: - raise ValueError(f"Model path no found: {_path}") + logging.warning(f"Model path no found: {_path}") else: raise ValueError(f"Engine {engine} is not supported") @@ -242,7 +244,7 @@ def _push_metric(self, output_key, output_metric: ArtifactOutputSpec): ) logging.info(resp.text) else: - raise ValueError(f"Metric path no found: {_path}") + logging.warning(f"Metric path no found: {_path}") else: raise ValueError(f"Engine {engine} is not supported") From 259e9ca4e61757fb9259ab61297036641d4efb0f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 28 Jun 2023 11:33:56 +0800 Subject: [PATCH 125/482] metric output Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/worker/worker_app.py | 7 +-- python/fate_flow/db/db_models.py | 5 +- python/fate_flow/entity/spec/dag/__init__.py | 2 +- python/fate_flow/entity/spec/dag/_output.py | 11 +++- .../hub/components_wraps/default/_wraps.py | 7 ++- .../manager/metric/metric_manager.py | 63 +++++++++---------- 6 files changed, 50 insertions(+), 45 deletions(-) diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index bf742e19a..8d5423ee2 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -159,10 +159,9 @@ def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name @manager.route('/metric/save', methods=["POST"]) @API.Input.json(execution_id=fields.String(required=True)) -@API.Input.json(data=fields.Dict(required=True)) -@API.Input.json(incomplete=fields.Bool(required=True)) -def save_metric(execution_id, data, incomplete): +@API.Input.json(data=fields.List(fields.Dict())) +def save_metric(execution_id, data): task = JobSaver.query_task_by_execution_id(execution_id=execution_id) OutputMetric(job_id=task.f_job_id, role=task.f_role, party_id=task.f_party_id, task_name=task.f_task_name, - task_id=task.f_task_id, task_version=task.f_task_version).save_output_metrics(data, incomplete) + task_id=task.f_task_id, task_version=task.f_task_version).save_output_metrics(data) return API.Output.json() diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index 5a181b8be..d81e09832 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -187,11 +187,10 @@ class Meta: f_task_version = BigIntegerField(null=True) f_namespace = CharField(max_length=30, index=True, null=True) f_name = CharField(max_length=30, index=True) - f_type = CharField() - f_groups = JSONField() + f_type = CharField(max_length=30, index=True) + f_groups = CharField(max_length=30, index=True) f_metadata = JSONField() f_data = JSONField() - f_incomplete = BooleanField() class ProviderInfo(DataBaseModel): diff --git a/python/fate_flow/entity/spec/dag/__init__.py b/python/fate_flow/entity/spec/dag/__init__.py index 76f3cf674..201572321 100644 --- a/python/fate_flow/entity/spec/dag/__init__.py +++ b/python/fate_flow/entity/spec/dag/__init__.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.entity.spec.dag._output import ComponentOutputMeta +from fate_flow.entity.spec.dag._output import ComponentOutputMeta, MetricData from fate_flow.entity.spec.dag._party import PartySpec from fate_flow.entity.spec.dag._job import DAGSchema, DAGSpec, JobConfSpec, TaskConfSpec, TaskSpec, PartyTaskSpec, \ InheritConfSpec, PartyTaskRefSpec diff --git a/python/fate_flow/entity/spec/dag/_output.py b/python/fate_flow/entity/spec/dag/_output.py index 4bb9df4ae..95bdc69ad 100644 --- a/python/fate_flow/entity/spec/dag/_output.py +++ b/python/fate_flow/entity/spec/dag/_output.py @@ -12,12 +12,21 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from typing import Literal, Union, List, Dict +from typing import Literal, Union, List, Dict, Optional import pydantic from pydantic import typing +class MetricData(pydantic.BaseModel): + namespace: Optional[str] = None + name: str + type: str + groups: str + metadata: Dict[str, str] = {} + data: Union[List, Dict] + + class DirectoryDataPool(pydantic.BaseModel): class DirectoryDataPoolMetadata(pydantic.BaseModel): uri: str diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index f7b05f03b..9943f45f5 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -295,11 +295,16 @@ def _preprocess_output_artifacts(self): output_artifacts[data.name] = _output_artifacts[0] return output_artifacts + def _set_env(self): + if self.config.conf.computing.type == ComputingEngine.STANDALONE or \ + self.config.conf.federation.type == ComputingEngine.STANDALONE: + os.environ["STANDALONE_DATA_PATH"] = STANDALONE_DATA_HOME + def _output_artifacts(self, type_name, is_multi, name): + self._set_env() output_artifacts = ArtifactOutputApplySpec(uri="", type_name=type_name) if type_name in [DataframeArtifactType.type_name, TableArtifactType.type_name]: if self.config.conf.computing.type == ComputingEngine.STANDALONE: - os.environ["STANDALONE_DATA_PATH"] = STANDALONE_DATA_HOME uri = f"{self.config.conf.computing.type}://{STANDALONE_DATA_HOME}/{self.config.task_id}/{uuid.uuid1().hex}" else: uri = f"{self.config.conf.computing.type}:///{self.config.task_id}/{uuid.uuid1().hex}" diff --git a/python/fate_flow/manager/metric/metric_manager.py b/python/fate_flow/manager/metric/metric_manager.py index 0601f1a07..8581d8b3b 100644 --- a/python/fate_flow/manager/metric/metric_manager.py +++ b/python/fate_flow/manager/metric/metric_manager.py @@ -13,10 +13,11 @@ # See the License for the specific language governing permissions and # limitations under the License. import operator +from typing import List from fate_flow.db.base_models import DB from fate_flow.db.db_models import Metric -from fate_flow.entity.types import MetricData +from fate_flow.entity.spec.dag import MetricData from fate_flow.utils import db_utils from fate_flow.utils.log_utils import schedule_logger @@ -31,10 +32,9 @@ def __init__(self, job_id: str, role: str, party_id: str, task_name: str, task_i self.task_id = task_id self.task_version = task_version - def save_output_metrics(self, data, incomplete): + def save_output_metrics(self, data): return self._insert_metrics_into_db( - self.job_id, self.role, self.party_id, self.task_id, self.task_version, self.task_name, MetricData(**data), - incomplete + self.job_id, self.role, self.party_id, self.task_id, self.task_version, self.task_name, data ) def save_as(self, job_id, role, party_id, task_name, task_id, task_version): @@ -46,34 +46,29 @@ def save_as(self, job_id, role, party_id, task_name, task_id, task_version): ) @DB.connection_context() - def _insert_metrics_into_db(self, job_id, role, party_id, task_id, task_version, task_name, data: MetricData, incomplete: bool): - try: - model_class = self.get_model_class(job_id) - if not model_class.table_exists(): - model_class.create_table() - tracking_metric = model_class() - tracking_metric.f_job_id = job_id - tracking_metric.f_task_id = task_id - tracking_metric.f_task_version = task_version - tracking_metric.f_role = role - tracking_metric.f_party_id = party_id - tracking_metric.f_task_name = task_name + def _insert_metrics_into_db(self, job_id, role, party_id, task_id, task_version, task_name, data_list): + model_class = self.get_model_class(job_id) + if not model_class.table_exists(): + model_class.create_table() + metric_list = [{ + "f_job_id": job_id, + "f_task_id": task_id, + "f_task_version": task_version, + "f_role": role, + "f_party_id": party_id, + "f_task_name": task_name, + "f_namespace": data.get("namespace", ""), + "f_name": data.get("name"), + "f_type": data.get("type"), + "f_groups": data.get("groups"), + "f_metadata": data.get("metadata"), + "f_data": data.get("data") - tracking_metric.f_namespace = data.namespace - tracking_metric.f_name = data.name - tracking_metric.f_type = data.type - tracking_metric.f_groups = data.groups - tracking_metric.f_metadata = data.metadata - tracking_metric.f_data = data.data - tracking_metric.f_incomplete = incomplete - tracking_metric.save() - except Exception as e: - schedule_logger(job_id).exception( - "An exception where inserted metric {} of metric namespace: {} to database:\n{}".format( - data.name, - data.namespace, - e - )) + } for data in data_list] + + with DB.atomic(): + for i in range(0, len(metric_list), 100): + model_class.insert_many(metric_list[i: i+100]).execute() @DB.connection_context() def read_metrics(self, filters_args: dict = None): @@ -99,8 +94,7 @@ def read_metrics(self, filters_args: dict = None): tracking_metric_model.f_type, tracking_metric_model.f_groups, tracking_metric_model.f_data, - tracking_metric_model.f_metadata, - tracking_metric_model.f_incomplete + tracking_metric_model.f_metadata ).where(*filters) return [metric.to_human_model_dict() for metric in metrics] except Exception as e: @@ -115,8 +109,7 @@ def query_metric_keys(self): tracking_metric_model.f_namespace, tracking_metric_model.f_name, tracking_metric_model.f_type, - tracking_metric_model.f_groups, - tracking_metric_model.f_incomplete + tracking_metric_model.f_groups ).where( tracking_metric_model.f_job_id == self.job_id, tracking_metric_model.f_role == self.role, From cd44dda20ce6d76d77aafe8e23fe5ce8c809d651 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 28 Jun 2023 12:30:44 +0800 Subject: [PATCH 126/482] set standalone env Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/components_wraps/default/_wraps.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 9943f45f5..4336e0dc9 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -105,6 +105,7 @@ def preprocess(self): return config def run_component(self, config): + self._set_env() task_parameters = config.dict() logging.info("start run task") os.makedirs(self.task_input_dir, exist_ok=True) @@ -301,7 +302,6 @@ def _set_env(self): os.environ["STANDALONE_DATA_PATH"] = STANDALONE_DATA_HOME def _output_artifacts(self, type_name, is_multi, name): - self._set_env() output_artifacts = ArtifactOutputApplySpec(uri="", type_name=type_name) if type_name in [DataframeArtifactType.type_name, TableArtifactType.type_name]: if self.config.conf.computing.type == ComputingEngine.STANDALONE: From 83474d0e611c9564d4f3350cf44bea8093dd72b1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 28 Jun 2023 15:24:25 +0800 Subject: [PATCH 127/482] fix model output and input Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/entity/spec/dag/_artifact.py | 2 + python/fate_flow/entity/spec/flow/_model.py | 5 +- .../hub/components_wraps/default/_wraps.py | 114 +++++++++--------- .../fate_flow/manager/model/handel/_base.py | 49 +++++--- .../fate_flow/manager/model/handel/_file.py | 11 +- .../fate_flow/manager/model/handel/_mysql.py | 8 +- .../manager/model/handel/_tencent_cos.py | 8 +- 7 files changed, 108 insertions(+), 89 deletions(-) diff --git a/python/fate_flow/entity/spec/dag/_artifact.py b/python/fate_flow/entity/spec/dag/_artifact.py index 437d8e810..28ce5e182 100644 --- a/python/fate_flow/entity/spec/dag/_artifact.py +++ b/python/fate_flow/entity/spec/dag/_artifact.py @@ -46,6 +46,8 @@ class DataOverview(pydantic.BaseModel): model_overview: Optional[dict] = {} data_overview: Optional[DataOverview] source: Optional[ArtifactSource] = None + model_key: Optional[str] + index: Optional[Union[int, None]] = None class Config: extra = "forbid" diff --git a/python/fate_flow/entity/spec/flow/_model.py b/python/fate_flow/entity/spec/flow/_model.py index 51ed39870..7ae73f07c 100644 --- a/python/fate_flow/entity/spec/flow/_model.py +++ b/python/fate_flow/entity/spec/flow/_model.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. from datetime import datetime -from typing import List +from typing import List, Optional, Dict, Any, Union import pydantic @@ -62,3 +62,6 @@ class MLModelSpec(pydantic.BaseModel): class Metadata(pydantic.BaseModel): metadata: dict model_overview: MLModelSpec + model_key: str + index: Optional[Union[int, None]] = None + source: Optional[Dict[str, Any]] = None diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 4336e0dc9..ca4e47935 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -19,6 +19,7 @@ import tarfile import traceback import uuid +from typing import Union, List import yaml @@ -149,12 +150,9 @@ def push_output(self, output_meta: ComponentOutputMeta): # push model for key, models in output_meta.io_meta.outputs.model.items(): if isinstance(models, list): - for model in models: - output_model = ArtifactOutputSpec(**model) - self._push_model(key, output_model) + self._push_model(key, [ArtifactOutputSpec(**model) for model in models]) else: - output_model = ArtifactOutputSpec(**models) - self._push_model(key, output_model) + self._push_model(key, [ArtifactOutputSpec(**models)]) # push metric for key, metrics in output_meta.io_meta.outputs.metric.items(): @@ -189,46 +187,51 @@ def _push_data(self, output_key, output_data: ArtifactOutputSpec): ) logging.info(resp.text) - def _push_model(self, output_key, output_model: ArtifactOutputSpec): - logging.info(f"output data: {output_model}") + def _push_model(self, output_key, output_models: List[ArtifactOutputSpec]): + logging.info(f"output data: {output_key} {output_models}") logging.info("save model") - engine, address = DataManager.uri_to_address(output_model.uri) - if engine == StorageEngine.FILE: - _path = address.path - if os.path.exists(_path): - if os.path.isdir(_path): - path = _path - meta_path = os.path.join(path, "meta.yaml") + tar_io = io.BytesIO() + for output_model in output_models: + engine, address = DataManager.uri_to_address(output_model.uri) + if engine == StorageEngine.FILE: + _path = address.path + if os.path.exists(_path): + if os.path.isdir(_path): + path = _path + else: + path = os.path.dirname(_path) + model_key = os.path.basename(_path) + meta_path = os.path.join(path, f"{model_key}.meta.yaml") with open(meta_path, "w") as fp: + output_model.metadata.model_key = model_key + output_model.metadata.index = output_model.metadata.source.output_index yaml.dump(output_model.metadata.dict(), fp) - + # tar and send to server + tar_io = self._tar_model(tar_io=tar_io, path=path) else: - path = os.path.dirname(_path) - meta_path = os.path.join(path, "meta.yaml") - with open(meta_path, "w") as fp: - yaml.dump(output_model.metadata.dict(), fp) - # tar and send to server - _io = io.BytesIO() - with tarfile.open(fileobj=_io, mode="x:tar") as tar: - for _root, _dir, _files in os.walk(path): - for _f in _files: - full_path = os.path.join(_root, _f) - rel_path = os.path.relpath(full_path, path) - tar.add(full_path, rel_path) - _io.seek(0) - logging.info(output_model.metadata.dict()) - resp = self.mlmd.save_model( - model_id=self.config.model_id, - model_version=self.config.model_version, - execution_id=self.config.party_task_id, - output_key=output_key, - fp=_io - ) - logging.info(resp.text) + logging.warning(f"Model path no found: {_path}") else: - logging.warning(f"Model path no found: {_path}") - else: - raise ValueError(f"Engine {engine} is not supported") + raise ValueError(f"Engine {engine} is not supported") + + resp = self.mlmd.save_model( + model_id=self.config.model_id, + model_version=self.config.model_version, + execution_id=self.config.party_task_id, + output_key=output_key, + fp=tar_io + ) + logging.info(resp.text) + + @staticmethod + def _tar_model(tar_io, path): + with tarfile.open(fileobj=tar_io, mode="x:tar") as tar: + for _root, _dir, _files in os.walk(path): + for _f in _files: + full_path = os.path.join(_root, _f) + rel_path = os.path.relpath(full_path, path) + tar.add(full_path, rel_path) + tar_io.seek(0) + return tar_io def _push_metric(self, output_key, output_metric: ArtifactOutputSpec): logging.info(f"output metric: {output_metric}") @@ -426,30 +429,31 @@ def _intput_model_artifacts(self, channel): _write = True if not _write: - raise RuntimeError(resp.text) + logging.info(resp.text) + raise RuntimeError(f"Download model failed: {query_field}") _io.seek(0) model = tarfile.open(fileobj=_io) - model_meta = {} - count = 0 - input_model_file = "" logging.info(model.getnames()) + metas = [] for name in model.getnames(): - fp = model.extractfile(name).read() if name.endswith("yaml"): + fp = model.extractfile(name).read() model_meta = yaml.safe_load(fp) - else: - count += 1 - input_model_file = os.path.join(input_model_base, name) + model_key = model_meta.get("model_key") + model_fp = model.extractfile(model_key).read() + input_model_file = os.path.join(input_model_base, model_key) with open(input_model_file, "wb") as fw: - fw.write(fp) - if count > 1: - meta.uri = f"file://{input_model_base}" - else: - meta.uri = f"file://{input_model_file}" - meta.metadata = model_meta - return meta + fw.write(model_fp) + meta.uri = f"file://{input_model_file}" + meta.metadata = model_meta + metas.append(meta) + if not metas: + raise RuntimeError(f"Download model failed: {query_field}") + if len(metas) == 1: + return metas[0] + return metas def report_status(self, code, error=""): if self.task_end_with_success(code): diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/model/handel/_base.py index 3e0f9a3fb..a687ca05e 100644 --- a/python/fate_flow/manager/model/handel/_base.py +++ b/python/fate_flow/manager/model/handel/_base.py @@ -12,9 +12,11 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import collections import json import os.path import tarfile +from typing import Union, List from ruamel import yaml from werkzeug.datastructures import FileStorage @@ -36,16 +38,14 @@ def file_key(model_id, model_version, dir_name, file_name): return os.path.join(model_id, model_version, dir_name, file_name) def download(self, model_id, model_version, role, party_id, task_name, output_key): - from fate_flow.utils.schedule_utils import schedule_logger - schedule_logger('wzh').info(f"model_id={model_id}, model_version={model_version}, task_name={task_name}, output_key={output_key}, role={role}, party_id={party_id}") model_metas = ModelMeta.query(model_id=model_id, model_version=model_version, task_name=task_name, output_key=output_key, role=role, party_id=party_id) return self._download(storage_key=model_metas[0].f_storage_key) def upload(self, model_file: FileStorage, job_id, task_name, output_key, model_id, model_version, role, party_id): storage_key = self.file_key(model_id, model_version, task_name, output_key) - model_meta = self._upload(model_file=model_file, storage_key=storage_key) - self.log_meta(model_meta, storage_key, job_id=job_id, task_name=task_name, model_id=model_id, + metas = self._upload(model_file=model_file, storage_key=storage_key) + self.log_meta(metas, storage_key, job_id=job_id, task_name=task_name, model_id=model_id, model_version=model_version, output_key=output_key, role=role, party_id=party_id) def save_as(self, storage_key, dir_path): @@ -65,7 +65,8 @@ def delete(self, job_id, role, party_id, task_name): self._delete(storage_key=meta.f_storage_key) self.delete_meta(job_id=job_id, role=role, party_id=party_id, task_name=task_name, storage_engine=self.name) - def log_meta(self, model_meta: Metadata, storage_key, model_id, model_version, job_id, task_name, output_key, role, party_id): + def log_meta(self, model_metas, storage_key, model_id, model_version, job_id, task_name, + output_key, role, party_id): model_info = { "storage_key": storage_key, "storage_engine": self.name, @@ -76,7 +77,7 @@ def log_meta(self, model_meta: Metadata, storage_key, model_id, model_version, j "party_id": party_id, "task_name": task_name, "output_key": output_key, - "meta_data": model_meta.dict() + "meta_data": model_metas } ModelMeta.save(**model_info) @@ -100,10 +101,13 @@ def meta_info(self, model_meta: Metadata): return _meta_info def read(self, job_id, role, party_id, task_name): - model_metas = ModelMeta.query(job_id=job_id, role=role, party_id=party_id, task_name=task_name, reverse=True) - if not model_metas: + models = ModelMeta.query(job_id=job_id, role=role, party_id=party_id, task_name=task_name, reverse=True) + if not models: raise NoFoundModelOutput(job_id=job_id, role=role, party_id=party_id, task_name=task_name) - return self._read(model_metas[0].f_storage_key) + model_dict = {} + for model in models: + model_dict[model.f_output_key] = self._read(model.f_storage_key, model.f_meta_data) + return model_dict @property def _name(self): @@ -115,7 +119,7 @@ def _upload(self, **kwargs): def _download(self, **kwargs): raise NotImplementedError() - def _read(self, storage_key): + def _read(self, storage_key, metas): raise NotImplementedError() def _delete(self, storage_key): @@ -128,22 +132,29 @@ def _load(self, file, storage_key): raise NotImplementedError() @classmethod - def read_meta(cls, _tar: tarfile.TarFile) -> Metadata: + def read_meta(cls, _tar: tarfile.TarFile) -> Union[Metadata, List[Metadata]]: + meta_list = [] for name in _tar.getnames(): if name.endswith("yaml"): fp = _tar.extractfile(name).read() meta = yaml.safe_load(fp) - return Metadata.parse_obj(meta) + meta_list.append(meta) + return meta_list @classmethod - def read_model(cls, _tar: tarfile.TarFile): + def read_model(cls, _tar: tarfile.TarFile, metas): model_cache = {} - model_meta = cls.read_meta(_tar) - for model in model_meta.model_overview.party.models: - if model.file_format == ModelFileFormat.JSON: - fp = _tar.extractfile(model.name).read() - model_cache[model.name] = json.loads(fp) - return model_cache + for _meta in metas: + meta = Metadata(**_meta) + try: + fp = _tar.extractfile(meta.model_key).read() + _json_model = json.loads(fp) + if meta.index is None: + return _json_model + model_cache[meta.index] = _json_model + except Exception as e: + pass + return [model_cache[_k] for _k in sorted(model_cache)] @staticmethod def update_meta(): diff --git a/python/fate_flow/manager/model/handel/_file.py b/python/fate_flow/manager/model/handel/_file.py index b40a2c89d..0a9dc4e28 100644 --- a/python/fate_flow/manager/model/handel/_file.py +++ b/python/fate_flow/manager/model/handel/_file.py @@ -38,8 +38,8 @@ def _upload(self, model_file: FileStorage, storage_key): _path = self._generate_model_storage_path(storage_key) os.makedirs(os.path.dirname(_path), exist_ok=True) model_file.save(_path) - model_meta = self.read_meta(self._tar_io(_path)) - return model_meta + model_metas = self.read_meta(self._tar_io(_path)) + return model_metas def _download(self, storage_key): _p = self._generate_model_storage_path(storage_key) @@ -54,13 +54,12 @@ def _load(self, file, storage_key): _path = self._generate_model_storage_path(storage_key) os.makedirs(os.path.dirname(_path), exist_ok=True) shutil.copy(file, _path) - model_meta = self.read_meta(self._tar_io(_path)) - return model_meta + return self.read_meta(self._tar_io(_path)) - def _read(self, storage_key): + def _read(self, storage_key, metas): _p = self._generate_model_storage_path(storage_key) _tar_io = self._tar_io(_p) - return self.read_model(_tar_io) + return self.read_model(_tar_io, metas) def _delete(self, storage_key): _p = self._generate_model_storage_path(storage_key) diff --git a/python/fate_flow/manager/model/handel/_mysql.py b/python/fate_flow/manager/model/handel/_mysql.py index 10d8d2de2..2fdffb809 100644 --- a/python/fate_flow/manager/model/handel/_mysql.py +++ b/python/fate_flow/manager/model/handel/_mysql.py @@ -36,19 +36,19 @@ def _name(self): def _upload(self, model_file: FileStorage, storage_key): memory = io.BytesIO() model_file.save(memory) - model_meta = self.read_meta(self._tar_io(memory)) + metas = self.read_meta(self._tar_io(memory)) self.engine.store(memory, storage_key) - return model_meta + return metas def _download(self, storage_key): memory = self.engine.read(storage_key) memory.seek(0) return send_file(memory, download_name=storage_key, as_attachment=True) - def _read(self, storage_key): + def _read(self, storage_key, metas): memory = self.engine.read(storage_key) _tar_io = self._tar_io(memory) - return self.read_model(_tar_io) + return self.read_model(_tar_io, metas) def _delete(self, storage_key): self.engine.delete(storage_key=storage_key) diff --git a/python/fate_flow/manager/model/handel/_tencent_cos.py b/python/fate_flow/manager/model/handel/_tencent_cos.py index 45ab7444d..bac4f296d 100644 --- a/python/fate_flow/manager/model/handel/_tencent_cos.py +++ b/python/fate_flow/manager/model/handel/_tencent_cos.py @@ -35,19 +35,19 @@ def _name(self): def _upload(self, model_file: FileStorage, storage_key): memory = io.BytesIO() model_file.save(memory) - model_meta = self.read_meta(self._tar_io(memory)) + metas = self.read_meta(self._tar_io(memory)) self.engine.store(memory, storage_key) - return model_meta + return metas def _download(self, storage_key): memory = self.engine.read(storage_key) memory.seek(0) return send_file(memory, as_attachment=True, download_name=storage_key) - def _read(self, storage_key): + def _read(self, storage_key, metas): memory = self.engine.read(storage_key) _tar_io = self._tar_io(memory) - return self.read_model(_tar_io) + return self.read_model(_tar_io, metas) def _delete(self, storage_key): return self.engine.delete(storage_key=storage_key) From 4785a27bdff4db108fc04a32fd5a6086fb76f589 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 28 Jun 2023 15:58:34 +0800 Subject: [PATCH 128/482] update dag schema Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/entity/spec/dag/_job.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/entity/spec/dag/_job.py b/python/fate_flow/entity/spec/dag/_job.py index 95c4c1a38..69a01f734 100644 --- a/python/fate_flow/entity/spec/dag/_job.py +++ b/python/fate_flow/entity/spec/dag/_job.py @@ -32,7 +32,7 @@ class TaskSpec(BaseModel): class PartyTaskRefSpec(BaseModel): - parameters: Dict[Any, Any] + parameters: Optional[Dict[Any, Any]] inputs: Optional[SourceInputArtifacts] conf: Optional[Dict] From f3154f0e950253cf7c0a00ceea679e21336488ee Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 28 Jun 2023 18:17:54 +0800 Subject: [PATCH 129/482] fix model bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/worker/worker_app.py | 6 ++-- python/fate_flow/controller/job_controller.py | 14 +++----- python/fate_flow/db/db_models.py | 1 + python/fate_flow/entity/spec/dag/_artifact.py | 1 + .../hub/components_wraps/default/_wraps.py | 33 +++++++++++++++---- .../fate_flow/manager/model/handel/_base.py | 18 ++++++---- .../fate_flow/manager/model/model_manager.py | 6 ++-- python/ofx/api/models/worker.py | 5 +-- 8 files changed, 55 insertions(+), 29 deletions(-) diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 8d5423ee2..e27dd596e 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -66,7 +66,8 @@ def query_task_status(execution_id): @API.Input.form(model_version=fields.String(required=True)) @API.Input.form(execution_id=fields.String(required=True)) @API.Input.form(output_key=fields.String(required=True)) -def upload_model(model_id, model_version, execution_id, output_key): +@API.Input.form(type_name=fields.String(required=True)) +def upload_model(model_id, model_version, execution_id, output_key, type_name): task = JobSaver.query_task_by_execution_id(execution_id=execution_id) file = request.files['file'] PipelinedModel.upload_model( @@ -77,7 +78,8 @@ def upload_model(model_id, model_version, execution_id, output_key): party_id=task.f_party_id, output_key=output_key, model_id=model_id, - model_version=model_version + model_version=model_version, + type_name=type_name ) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 86fb6dab5..20b699d94 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -331,8 +331,7 @@ def load(cls, job: Job): target_task_list = [task for task in task_list if task.f_task_name in inheritance.task_list] cls.load_logs(job, inheritance) cls.load_output_tracking(job.f_job_id, source_task_list, target_task_list) - cls.load_data_meta() - cls.load_model_meta(job.f_job_id, source_task_list, target_task_list) + cls.load_model_meta(job.f_job_id, source_task_list, target_task_list, job.f_model_id, job.f_model_version) cls.load_metric(job.f_job_id, source_task_list, target_task_list) cls.load_status(job.f_job_id, source_task_list, target_task_list) @@ -374,12 +373,7 @@ def callback(target_task, source_task): schedule_logger(job_id).info("load output tracking success") @classmethod - def load_data_meta(cls): - # todo: - pass - - @classmethod - def load_model_meta(cls, job_id, source_task_list, target_task_list): + def load_model_meta(cls, job_id, source_task_list, target_task_list, model_id, model_version): def callback(target_task, source_task): _model_metas = ModelMeta.query( job_id=source_task.f_job_id, @@ -394,7 +388,9 @@ def callback(target_task, source_task): "task_id": target_task.f_task_id, "task_version": target_task.f_task_version, "role": target_task.f_role, - "party_id": target_task.f_party_id + "party_id": target_task.f_party_id, + "model_id": model_id, + "model_version": model_version }) ModelMeta.save(**_md) schedule_logger(job_id).info("start load model meta") diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index d81e09832..919d208e1 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -227,6 +227,7 @@ class PipelineModelMeta(DataBaseModel): f_task_name = CharField(max_length=50, index=True) f_storage_key = CharField(max_length=100) f_output_key = CharField(max_length=20) + f_type_name = CharField(max_length=20) f_meta_data = JSONField(null=True) f_storage_engine = CharField(max_length=30, null=True, index=True) diff --git a/python/fate_flow/entity/spec/dag/_artifact.py b/python/fate_flow/entity/spec/dag/_artifact.py index 28ce5e182..0bbde208c 100644 --- a/python/fate_flow/entity/spec/dag/_artifact.py +++ b/python/fate_flow/entity/spec/dag/_artifact.py @@ -47,6 +47,7 @@ class DataOverview(pydantic.BaseModel): data_overview: Optional[DataOverview] source: Optional[ArtifactSource] = None model_key: Optional[str] + type_name: Optional[str] index: Optional[Union[int, None]] = None class Config: diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index ca4e47935..f166fc062 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -29,7 +29,8 @@ TaskConfigSpec, ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ComponentOutputMeta -from fate_flow.entity.types import DataframeArtifactType, TableArtifactType, TaskStatus, ComputingEngine +from fate_flow.entity.types import DataframeArtifactType, TableArtifactType, TaskStatus, ComputingEngine, \ + JsonModelArtifactType from fate_flow.hub.components_wraps import WrapsABC from fate_flow.manager.data.data_manager import DataManager @@ -205,9 +206,11 @@ def _push_model(self, output_key, output_models: List[ArtifactOutputSpec]): with open(meta_path, "w") as fp: output_model.metadata.model_key = model_key output_model.metadata.index = output_model.metadata.source.output_index + output_model.metadata.type_name = output_model.type_name yaml.dump(output_model.metadata.dict(), fp) # tar and send to server tar_io = self._tar_model(tar_io=tar_io, path=path) + type_name = output_model.type_name else: logging.warning(f"Model path no found: {_path}") else: @@ -218,7 +221,8 @@ def _push_model(self, output_key, output_models: List[ArtifactOutputSpec]): model_version=self.config.model_version, execution_id=self.config.party_task_id, output_key=output_key, - fp=tar_io + fp=tar_io, + type_name=type_name ) logging.info(resp.text) @@ -437,15 +441,20 @@ def _intput_model_artifacts(self, channel): logging.info(model.getnames()) metas = [] - for name in model.getnames(): + file_names = model.getnames() + for name in file_names: if name.endswith("yaml"): fp = model.extractfile(name).read() model_meta = yaml.safe_load(fp) - model_key = model_meta.get("model_key") - model_fp = model.extractfile(model_key).read() + model_meta = Metadata.parse_obj(model_meta) + model_key = model_meta.model_key input_model_file = os.path.join(input_model_base, model_key) - with open(input_model_file, "wb") as fw: - fw.write(model_fp) + if model_meta.type_name not in [JsonModelArtifactType.type_name]: + self._write_model_dir(model, input_model_file) + else: + model_fp = model.extractfile(model_key).read() + with open(input_model_file, "wb") as fw: + fw.write(model_fp) meta.uri = f"file://{input_model_file}" meta.metadata = model_meta metas.append(meta) @@ -455,6 +464,16 @@ def _intput_model_artifacts(self, channel): return metas[0] return metas + @staticmethod + def _write_model_dir(model, path): + for name in model.getnames(): + if not name.endswith("yaml"): + model_fp = model.extractfile(name).read() + input_model_file = os.path.join(path, name) + os.makedirs(path, exist_ok=True) + with open(input_model_file, "wb") as fw: + fw.write(model_fp) + def report_status(self, code, error=""): if self.task_end_with_success(code): resp = self.mlmd.report_task_status( diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/model/handel/_base.py index a687ca05e..2fefbecc5 100644 --- a/python/fate_flow/manager/model/handel/_base.py +++ b/python/fate_flow/manager/model/handel/_base.py @@ -34,18 +34,21 @@ def name(self): return self._name @staticmethod - def file_key(model_id, model_version, dir_name, file_name): - return os.path.join(model_id, model_version, dir_name, file_name) + def file_key(model_id, model_version, role, party_id, dir_name, file_name): + return os.path.join(model_id, model_version, role, party_id, dir_name, file_name) def download(self, model_id, model_version, role, party_id, task_name, output_key): model_metas = ModelMeta.query(model_id=model_id, model_version=model_version, task_name=task_name, output_key=output_key, role=role, party_id=party_id) + if not model_metas: + raise ValueError("No found model") return self._download(storage_key=model_metas[0].f_storage_key) - def upload(self, model_file: FileStorage, job_id, task_name, output_key, model_id, model_version, role, party_id): - storage_key = self.file_key(model_id, model_version, task_name, output_key) + def upload(self, model_file: FileStorage, job_id, task_name, output_key, model_id, model_version, role, + party_id, type_name): + storage_key = self.file_key(model_id, model_version, role, party_id, task_name, output_key) metas = self._upload(model_file=model_file, storage_key=storage_key) - self.log_meta(metas, storage_key, job_id=job_id, task_name=task_name, model_id=model_id, + self.log_meta(metas, storage_key, job_id=job_id, task_name=task_name, model_id=model_id, type_name=type_name, model_version=model_version, output_key=output_key, role=role, party_id=party_id) def save_as(self, storage_key, dir_path): @@ -66,7 +69,7 @@ def delete(self, job_id, role, party_id, task_name): self.delete_meta(job_id=job_id, role=role, party_id=party_id, task_name=task_name, storage_engine=self.name) def log_meta(self, model_metas, storage_key, model_id, model_version, job_id, task_name, - output_key, role, party_id): + output_key, role, party_id, type_name): model_info = { "storage_key": storage_key, "storage_engine": self.name, @@ -77,7 +80,8 @@ def log_meta(self, model_metas, storage_key, model_id, model_version, job_id, ta "party_id": party_id, "task_name": task_name, "output_key": output_key, - "meta_data": model_metas + "meta_data": model_metas, + "type_name": type_name } ModelMeta.save(**model_info) diff --git a/python/fate_flow/manager/model/model_manager.py b/python/fate_flow/manager/model/model_manager.py index f29f5c0ff..d38624002 100644 --- a/python/fate_flow/manager/model/model_manager.py +++ b/python/fate_flow/manager/model/model_manager.py @@ -37,8 +37,10 @@ class PipelinedModel(object): raise ValueError(f"Model storage engine {engine} is not supported.") @classmethod - def upload_model(cls, model_file: FileStorage, job_id: str, task_name, output_key, model_id, model_version, role, party_id): - return cls.handle.upload(model_file, job_id, task_name, output_key, model_id, model_version, role, party_id) + def upload_model(cls, model_file: FileStorage, job_id: str, task_name, output_key, model_id, model_version, role, + party_id, type_name): + return cls.handle.upload(model_file, job_id, task_name, output_key, model_id, model_version, role, + party_id, type_name) @classmethod def download_model(cls, model_id, model_version, role, party_id, task_name, output_key): diff --git a/python/ofx/api/models/worker.py b/python/ofx/api/models/worker.py index 6c8859059..c52053b35 100644 --- a/python/ofx/api/models/worker.py +++ b/python/ofx/api/models/worker.py @@ -30,7 +30,7 @@ def query_task_status(self, execution_id): "execution_id": execution_id, }) - def save_model(self, model_id, model_version, execution_id, output_key, fp): + def save_model(self, model_id, model_version, execution_id, output_key, type_name, fp): files = {"file": fp} return self.client.send_file( endpoint="/worker/model/save", @@ -39,7 +39,8 @@ def save_model(self, model_id, model_version, execution_id, output_key, fp): "model_id": model_id, "model_version": model_version, "execution_id": execution_id, - "output_key": output_key + "output_key": output_key, + "type_name": type_name }) def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace, name, overview, source, data_type, From ad17b740c96c5377ca07018484ff2b6561067f1e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 28 Jun 2023 19:34:43 +0800 Subject: [PATCH 130/482] input artifacts filter role Signed-off-by: zhihuiwan <15779896112@163.com> --- .../fate_flow/hub/components_wraps/default/_wraps.py | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index f166fc062..fffa3c57d 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -267,7 +267,9 @@ def _preprocess_input_artifacts(self): if isinstance(_channels, list): input_artifacts[_k] = [] for _channel in _channels: - input_artifacts[_k].append(self._intput_data_artifacts(_channel)) + _artifacts = self._intput_data_artifacts(_channel) + if _artifacts: + input_artifacts[_k].append(_artifacts) else: input_artifacts[_k] = self._intput_data_artifacts(_channels) @@ -280,6 +282,8 @@ def _preprocess_input_artifacts(self): input_artifacts[_k].append(self._intput_model_artifacts(_channel)) else: input_artifacts[_k] = self._intput_model_artifacts(_channels) + if not input_artifacts[_k]: + input_artifacts.pop(_k) return input_artifacts def _preprocess_output_artifacts(self): @@ -339,6 +343,8 @@ def component_define(self): return None def _intput_data_artifacts(self, channel): + if self.config.role not in channel.roles: + return # data reference conversion meta = ArtifactInputApplySpec(metadata=Metadata(metadata={}), uri="") query_field = {} @@ -395,6 +401,8 @@ def _intput_data_artifacts(self, channel): raise RuntimeError(resp_data) def _intput_model_artifacts(self, channel): + if self.config.role not in channel.roles: + return # model reference conversion meta = ArtifactInputApplySpec(metadata=Metadata(metadata={}), uri="") query_field = { From c7c445721d309e0d888961784d1d5be5731ed681 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 28 Jun 2023 22:03:30 +0800 Subject: [PATCH 131/482] input data/model adapt optional field of artifact-type Signed-off-by: zhihuiwan <15779896112@163.com> --- .../hub/components_wraps/default/_wraps.py | 68 ++++++++++++------- 1 file changed, 43 insertions(+), 25 deletions(-) diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index fffa3c57d..d5ec7b6ee 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -43,6 +43,7 @@ def __init__(self, config: PreTaskConfigSpec): self.config = config self.mlmd = self.load_mlmd(config.mlmd) self.backend = build_backend(backend_name=self.config.conf.computing.type) + self._component_define = None @property def task_info(self): @@ -82,13 +83,16 @@ def run(self): def preprocess(self): # input + logging.info("start generating input artifacts") logging.info(self.config.input_artifacts) input_artifacts = self._preprocess_input_artifacts() + logging.info("success") logging.debug(input_artifacts) # output + logging.info("start generating output artifacts") output_artifacts = self._preprocess_output_artifacts() - logging.info(output_artifacts) + logging.info(f"output_artifacts: {output_artifacts}") config = TaskConfigSpec( job_id=self.config.job_id, task_id=self.config.task_id, @@ -267,11 +271,11 @@ def _preprocess_input_artifacts(self): if isinstance(_channels, list): input_artifacts[_k] = [] for _channel in _channels: - _artifacts = self._intput_data_artifacts(_channel) + _artifacts = self._intput_data_artifacts(_k, _channel) if _artifacts: input_artifacts[_k].append(_artifacts) else: - input_artifacts[_k] = self._intput_data_artifacts(_channels) + input_artifacts[_k] = self._intput_data_artifacts(_k, _channels) if self.config.input_artifacts.model: for _k, _channels in self.config.input_artifacts.model.items(): @@ -279,9 +283,9 @@ def _preprocess_input_artifacts(self): if isinstance(_channels, list): input_artifacts[_k] = [] for _channel in _channels: - input_artifacts[_k].append(self._intput_model_artifacts(_channel)) + input_artifacts[_k].append(self._intput_model_artifacts(_k, _channel)) else: - input_artifacts[_k] = self._intput_model_artifacts(_channels) + input_artifacts[_k] = self._intput_model_artifacts(_k, _channels) if not input_artifacts[_k]: input_artifacts.pop(_k) return input_artifacts @@ -331,24 +335,28 @@ def _output_artifacts(self, type_name, is_multi, name): return output_artifacts @property - def component_define(self): + def component_define(self) -> ComponentIOArtifactsTypeSpec: + if not self._component_define: + self.set_component_define() + return self._component_define + + def set_component_define(self): define = self.backend.get_component_define( provider_name=self.config.provider_name, task_info=self.task_info, stage=self.config.stage ) if define: - return ComponentIOArtifactsTypeSpec(**define) - else: - return None + self._component_define = ComponentIOArtifactsTypeSpec(**define) - def _intput_data_artifacts(self, channel): + def _intput_data_artifacts(self, key, channel): if self.config.role not in channel.roles: + logging.info(f"role {self.config.role} does not require intput data artifacts") return # data reference conversion meta = ArtifactInputApplySpec(metadata=Metadata(metadata={}), uri="") query_field = {} - logging.info(channel) + logging.info(f"get key[{key}] channel[{channel}]") if isinstance(channel, DataWarehouseChannelSpec): # external data reference -> data meta if channel.name and channel.namespace: @@ -374,12 +382,19 @@ def _intput_data_artifacts(self, channel): "task_name": channel.producer_task, "output_key": channel.output_artifact_key } + logging.info(f"query data: [{query_field}]") resp = self.mlmd.query_data_meta(**query_field) logging.debug(resp.text) resp_json = resp.json() if resp_json.get("code") != 0: + # Judging whether to optional + for input_data_define in self.component_define.inputs.data: + if input_data_define.name == key and input_data_define.optional: + logging.info(f"component define input data name {key} optional {input_data_define.optional}") + return raise ValueError(f"Get data artifacts failed: {query_field}, response: {resp.text}") resp_data = resp_json.get("data", []) + logging.info(f"success") if len(resp_data) == 1: data = resp_data[0] schema = data.get("meta", {}) @@ -400,8 +415,9 @@ def _intput_data_artifacts(self, channel): else: raise RuntimeError(resp_data) - def _intput_model_artifacts(self, channel): + def _intput_model_artifacts(self, key, channel): if self.config.role not in channel.roles: + logging.info(f"role {self.config.role} does not require intput model artifacts") return # model reference conversion meta = ArtifactInputApplySpec(metadata=Metadata(metadata={}), uri="") @@ -411,6 +427,7 @@ def _intput_model_artifacts(self, channel): "role": self.config.role, "party_id": self.config.party_id } + logging.info(f"get key[{key}] channel[{channel}]") if isinstance(channel, ModelWarehouseChannelSpec): # external model reference -> download to local if channel.model_id and channel.model_version: @@ -429,25 +446,26 @@ def _intput_model_artifacts(self, channel): "model_version": self.config.model_version }) + logging.info(f"query model: [{query_field}]") + # this job output data reference -> data meta input_model_base = os.path.join(self.task_input_dir, "model") os.makedirs(input_model_base, exist_ok=True) _io = io.BytesIO() resp = self.mlmd.download_model(**query_field) - _write = False - for chunk in resp.iter_content(1024): - if chunk: - _io.write(chunk) - _write = True - - if not _write: - logging.info(resp.text) + try: + for chunk in resp.iter_content(1024): + if chunk: + _io.write(chunk) + _io.seek(0) + model = tarfile.open(fileobj=_io) + except Exception as e: + for input_data_define in self.component_define.inputs.model: + if input_data_define.name == key and input_data_define.optional: + logging.info(f"component define input model name {key} optional {input_data_define.optional}") + return raise RuntimeError(f"Download model failed: {query_field}") - - _io.seek(0) - model = tarfile.open(fileobj=_io) - - logging.info(model.getnames()) + logging.info(f"get model channel success, model names: {model.getnames()}") metas = [] file_names = model.getnames() for name in file_names: From 70e455187150f7009514438cbd09a64ea1e2671a Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 28 Jun 2023 22:04:54 +0800 Subject: [PATCH 132/482] input data/model adapt optional field of artifact-type Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/entity/spec/dag/_component.py | 1 + 1 file changed, 1 insertion(+) diff --git a/python/fate_flow/entity/spec/dag/_component.py b/python/fate_flow/entity/spec/dag/_component.py index e0bacb328..fd64ed0bf 100644 --- a/python/fate_flow/entity/spec/dag/_component.py +++ b/python/fate_flow/entity/spec/dag/_component.py @@ -75,6 +75,7 @@ class ArtifactTypeSpec(BaseModel): class ComponentIOArtifactTypeSpec(BaseModel): name: str is_multi: bool + optional: bool types: List[ArtifactTypeSpec] From 28a24c4a3a776f0e30972c17f23e3e117c6e2c37 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 29 Jun 2023 11:32:45 +0800 Subject: [PATCH 133/482] fix model import Signed-off-by: zhihuiwan <15779896112@163.com> --- .../fate_flow/manager/model/handel/_base.py | 28 +++++++++++-------- .../fate_flow/manager/model/model_manager.py | 11 +++++--- 2 files changed, 23 insertions(+), 16 deletions(-) diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/model/handel/_base.py index 2fefbecc5..822bbb729 100644 --- a/python/fate_flow/manager/model/handel/_base.py +++ b/python/fate_flow/manager/model/handel/_base.py @@ -34,8 +34,12 @@ def name(self): return self._name @staticmethod - def file_key(model_id, model_version, role, party_id, dir_name, file_name): - return os.path.join(model_id, model_version, role, party_id, dir_name, file_name) + def storage_key(model_id, model_version, role, party_id, task_name, output_key): + return os.path.join(model_id, model_version, role, party_id, task_name, output_key) + + @staticmethod + def parse_storage_key(storage_key): + return storage_key.split(os.sep) def download(self, model_id, model_version, role, party_id, task_name, output_key): model_metas = ModelMeta.query(model_id=model_id, model_version=model_version, task_name=task_name, @@ -46,19 +50,19 @@ def download(self, model_id, model_version, role, party_id, task_name, output_ke def upload(self, model_file: FileStorage, job_id, task_name, output_key, model_id, model_version, role, party_id, type_name): - storage_key = self.file_key(model_id, model_version, role, party_id, task_name, output_key) + storage_key = self.storage_key(model_id, model_version, role, party_id, task_name, output_key) metas = self._upload(model_file=model_file, storage_key=storage_key) self.log_meta(metas, storage_key, job_id=job_id, task_name=task_name, model_id=model_id, type_name=type_name, model_version=model_version, output_key=output_key, role=role, party_id=party_id) - def save_as(self, storage_key, dir_path): - file_path = os.path.join(dir_path, storage_key) - os.makedirs(os.path.dirname(file_path), exist_ok=True) - return self._save_as(storage_key, file_path) + def save_as(self, storage_key, temp_path): + os.makedirs(os.path.dirname(temp_path), exist_ok=True) + return self._save_as(storage_key, temp_path) - def load(self, file, storage_key, model_id, model_version): - model_meta = self._load(file=file, storage_key=storage_key) - self.log_meta(model_meta, storage_key, model_id=model_id, model_version=model_version) + def load(self, file, storage_key, model_id, model_version, role, party_id, task_name, output_key): + metas = self._load(file=file, storage_key=storage_key) + self.log_meta(metas, storage_key, model_id=model_id, model_version=model_version, role=role, party_id=party_id, + task_name=task_name, output_key=output_key) def delete(self, job_id, role, party_id, task_name): model_metas = ModelMeta.query(job_id=job_id, role=role, party_id=party_id, task_name=task_name, reverse=True) @@ -68,8 +72,8 @@ def delete(self, job_id, role, party_id, task_name): self._delete(storage_key=meta.f_storage_key) self.delete_meta(job_id=job_id, role=role, party_id=party_id, task_name=task_name, storage_engine=self.name) - def log_meta(self, model_metas, storage_key, model_id, model_version, job_id, task_name, - output_key, role, party_id, type_name): + def log_meta(self, model_metas, storage_key, model_id, model_version, output_key, task_name, role, party_id, + job_id="", type_name=""): model_info = { "storage_key": storage_key, "storage_engine": self.name, diff --git a/python/fate_flow/manager/model/model_manager.py b/python/fate_flow/manager/model/model_manager.py index d38624002..c356e94f2 100644 --- a/python/fate_flow/manager/model/model_manager.py +++ b/python/fate_flow/manager/model/model_manager.py @@ -60,9 +60,9 @@ def export_model(cls, model_id, model_version, role, party_id, dir_path): with TemporaryDirectory() as temp_dir: for _k in _key_list: temp_path = os.path.join(temp_dir, _k) - cls.handle.save_as(storage_key=_k, dir_path=temp_path) + cls.handle.save_as(storage_key=_k, temp_path=temp_path) os.makedirs(dir_path, exist_ok=True) - shutil.make_archive(os.path.join(dir_path, f"{model_id}_{model_version}_{role}_{party_id}"), 'zip', temp_path) + shutil.make_archive(os.path.join(dir_path, f"{model_id}_{model_version}_{role}_{party_id}"), 'zip', temp_dir) @classmethod def import_model(cls, model_id, model_version, path, temp_dir): @@ -73,8 +73,11 @@ def import_model(cls, model_id, model_version, path, temp_dir): model_path = os.path.join(dirpath, filename) # exclude original model packs if model_path != path: - storage_key = model_path.strip(temp_dir) - cls.handle.load(model_path, storage_key, model_id, model_version) + _storage_key = model_path.lstrip(f"{temp_dir}{os.sep}") + _, _, role, party_id, task_name, output_key = cls.handle.parse_storage_key(_storage_key) + storage_key = cls.handle.storage_key(model_id, model_version, role, party_id, task_name, output_key) + cls.handle.load(model_path, storage_key, model_id, model_version, role=role, party_id=party_id, + task_name=task_name, output_key=output_key) @classmethod def get_model_storage_key(cls, **kwargs): From d831c7e5c3f4e0f641c3a10285f58589def0b89f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 29 Jun 2023 12:07:57 +0800 Subject: [PATCH 134/482] fix eggroll storage Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/storage/eggroll/_table.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/python/fate_flow/engine/storage/eggroll/_table.py b/python/fate_flow/engine/storage/eggroll/_table.py index 39236eb83..fbe420704 100644 --- a/python/fate_flow/engine/storage/eggroll/_table.py +++ b/python/fate_flow/engine/storage/eggroll/_table.py @@ -35,17 +35,17 @@ def __init__( address=address, partitions=partitions, options=options, - engine=StorageEngine.EGGROLL, - store_type=store_type, + engine=StorageEngine.EGGROLL ) + self._store_type = store_type self._context = context self._options["store_type"] = self._store_type self._options["total_partitions"] = partitions self._options["create_if_missing"] = True - self._table = self._context.load(namespace=self.namespace, name=self.name, options=self._options) + self._table = self._context.load(namespace=self.address.namespace, name=self.address.name, options=self._options) def _save_as(self, address, name, namespace, partitions=None, **kwargs): - self._table.save_as(name=name, namespace=namespace) + self._table.save_as(name=address.name, namespace=address.namespace) table = StorageTable( context=self._context, address=address, From 2efe408d00acd02e9a0a73ca2cdc992f0771339e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 29 Jun 2023 14:22:39 +0800 Subject: [PATCH 135/482] Support multiple data output Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/output_app.py | 26 +++++ python/fate_flow/apps/worker/worker_app.py | 18 +++- .../fate_flow/components/components/upload.py | 7 +- python/fate_flow/db/db_models.py | 1 + python/fate_flow/engine/storage/__init__.py | 2 +- python/fate_flow/engine/storage/_abc.py | 5 + python/fate_flow/engine/storage/_table.py | 4 + python/fate_flow/engine/storage/_types.py | 2 +- .../hub/components_wraps/default/_wraps.py | 59 +++++----- python/fate_flow/manager/data/data_manager.py | 101 +++++++++++------- .../manager/service/output_manager.py | 9 +- python/fate_flow/runtime/system_settings.py | 2 + python/ofx/api/models/worker.py | 6 +- 13 files changed, 160 insertions(+), 82 deletions(-) diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 904804863..229ae5020 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -17,6 +17,7 @@ from fate_flow.entity.code import ReturnCode from fate_flow.errors.job import NoFoundTask +from fate_flow.manager.data.data_manager import DataManager from fate_flow.manager.model.model_manager import PipelinedModel from fate_flow.manager.metric.metric_manager import OutputMetric from fate_flow.operation.job_saver import JobSaver @@ -103,3 +104,28 @@ def delete_model(job_id, role, party_id, task_name): party_id=task.f_party_id, task_name=task.f_task_name) return API.Output.json() + + +@manager.route('/data/download', methods=['GET']) +@API.Input.params(job_id=fields.String(required=True)) +@API.Input.params(role=fields.String(required=True)) +@API.Input.params(party_id=fields.String(required=True)) +@API.Input.params(task_name=fields.String(required=True)) +@API.Input.params(output_key=fields.String(required=False)) +def output_data_download(job_id, role, party_id, task_name, output_key=None): + tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) + if not tasks: + return API.Output.fate_flow_exception(e=NoFoundTask(job_id=job_id, role=role, party_id=party_id, + task_name=task_name)) + task = tasks[0] + return DataManager.download_output_data( + job_id=task.f_job_id, + role=task.f_role, + party_id=task.f_party_id, + task_name=task.f_task_name, + task_id=task.f_task_id, + task_version=task.f_task_version, + output_key=output_key, + tar_file_name=f"{job_id}_{role}_{party_id}_{task_name}" + + ) diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index e27dd596e..6d7554a10 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -19,6 +19,7 @@ from fate_flow.controller.task_controller import TaskController from fate_flow.entity.code import ReturnCode +from fate_flow.errors.job import NoFoundTask from fate_flow.manager.data.data_manager import DataManager from fate_flow.manager.model.model_manager import PipelinedModel from fate_flow.manager.metric.metric_manager import OutputMetric @@ -113,6 +114,14 @@ def query_data_tracking(job_id=None, role=None, party_id=None, task_name=None, o "task_name": task_name, "output_key": output_key } + tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) + if not tasks: + return API.Output.fate_flow_exception(e=NoFoundTask(job_id=job_id, role=role, party_id=party_id, + task_name=task_name)) + data_info.update({ + "task_id": tasks[0].f_task_id, + "task_version": tasks[0].f_task_version + }) data_list = OutputDataTracking.query(**data_info) if not data_list: return API.Output.json(code=ReturnCode.Task.NO_FOUND_MODEL_OUTPUT, message="failed") @@ -136,7 +145,9 @@ def query_data_tracking(job_id=None, role=None, party_id=None, task_name=None, o @API.Input.json(partitions=fields.Int(required=False)) @API.Input.json(source=fields.Dict(required=True)) @API.Input.json(data_type=fields.String(required=True)) -def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name, overview, source, data_type, partitions=None): +@API.Input.json(index=fields.Int(required=True)) +def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name, overview, source, data_type, index, + partitions=None): task = JobSaver.query_task_by_execution_id(execution_id=execution_id) data_info = { "uri": uri, @@ -148,13 +159,14 @@ def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name "task_version": task.f_task_version, "task_name": task.f_task_name, "namespace": namespace, - "name": name + "name": name, + "index": index } OutputDataTracking.create(data_info) DataManager.create_data_table( namespace=namespace, name=name, uri=uri, partitions=partitions, data_meta=meta_data, source=source, data_type=data_type, - count=overview.get("count", None), part_of_data=overview.get("samples", []), + count=overview.get("count", None), part_of_data=overview.get("samples", []) ) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success") diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 339fd5507..e6c9a66f8 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -18,7 +18,7 @@ from typing import Union from fate_flow.components import cpn -from fate_flow.engine.storage import Session, StorageEngine, StorageType, StorageTableMeta, StorageOrigin +from fate_flow.engine.storage import Session, StorageEngine, DataType, StorageTableMeta, StorageOrigin from fate_flow.entity.spec.dag import ArtifactSource from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME from fate_flow.utils.file_utils import get_fate_flow_directory @@ -190,10 +190,9 @@ def save_data_table(self, job_id): table_count = self.table.count() metas_info = { "count": table_count, - "partitions": self.parameters.partitions + "partitions": self.parameters.partitions, + "data_type": DataType.TABLE } - if self.parameters.meta: - pass self.table.meta.update_metas(**metas_info) return table_count diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index 919d208e1..ac8d0c2b4 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -109,6 +109,7 @@ class TrackingOutputInfo(DataBaseModel): f_role = CharField(max_length=50, index=True) f_party_id = CharField(max_length=50, index=True) f_output_key = CharField(max_length=30) + f_index = IntegerField() f_uri = CharField(max_length=200, null=True) f_namespace = CharField(max_length=200) f_name = CharField(max_length=200) diff --git a/python/fate_flow/engine/storage/__init__.py b/python/fate_flow/engine/storage/__init__.py index a0f0facdf..f2e4f13dd 100644 --- a/python/fate_flow/engine/storage/__init__.py +++ b/python/fate_flow/engine/storage/__init__.py @@ -12,6 +12,6 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.engine.storage._types import EggRollStoreType, StorageEngine, StandaloneStoreType, StorageType, StorageOrigin +from fate_flow.engine.storage._types import EggRollStoreType, StorageEngine, StandaloneStoreType, DataType, StorageOrigin from fate_flow.engine.storage._table import StorageTableBase, StorageTableMeta from fate_flow.engine.storage._session import StorageSessionBase, Session diff --git a/python/fate_flow/engine/storage/_abc.py b/python/fate_flow/engine/storage/_abc.py index 946e216f9..ffc83e041 100644 --- a/python/fate_flow/engine/storage/_abc.py +++ b/python/fate_flow/engine/storage/_abc.py @@ -142,6 +142,11 @@ def options(self): def partitions(self): ... + @property + @abc.abstractmethod + def data_type(self): + ... + @property @abc.abstractmethod def meta(self) -> StorageTableMetaABC: diff --git a/python/fate_flow/engine/storage/_table.py b/python/fate_flow/engine/storage/_table.py index 20e887ec8..27da72235 100644 --- a/python/fate_flow/engine/storage/_table.py +++ b/python/fate_flow/engine/storage/_table.py @@ -61,6 +61,10 @@ def address(self): def partitions(self): return self._partitions + @property + def data_type(self): + return self.meta.data_type + @property def options(self): return self._options diff --git a/python/fate_flow/engine/storage/_types.py b/python/fate_flow/engine/storage/_types.py index b555819d3..c3a6a955b 100644 --- a/python/fate_flow/engine/storage/_types.py +++ b/python/fate_flow/engine/storage/_types.py @@ -16,7 +16,7 @@ DEFAULT_ID_DELIMITER = "," -class StorageType: +class DataType: TABLE = "table" DATAFRAME = "dataframe" FILE = "file" diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index d5ec7b6ee..ab3cdd448 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -34,7 +34,7 @@ from fate_flow.hub.components_wraps import WrapsABC from fate_flow.manager.data.data_manager import DataManager -from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME +from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME, DEFAULT_OUTPUT_DATA_PARTITIONS from fate_flow.utils import job_utils @@ -145,12 +145,9 @@ def push_output(self, output_meta: ComponentOutputMeta): return for key, datas in output_meta.io_meta.outputs.data.items(): if isinstance(datas, list): - for data in datas: - output_data = ArtifactOutputSpec(**data) - self._push_data(key, output_data) + self._push_data(key, [ArtifactOutputSpec(**data) for data in datas]) else: - output_data = ArtifactOutputSpec(**datas) - self._push_data(key, output_data) + self._push_data(key, [ArtifactOutputSpec(**datas)]) # push model for key, models in output_meta.io_meta.outputs.model.items(): @@ -170,31 +167,35 @@ def push_output(self, output_meta: ComponentOutputMeta): self._push_metric(key, output_metric) # self.report_status(output_meta.status.code, output_meta.status.exceptions) - def _push_data(self, output_key, output_data: ArtifactOutputSpec): - logging.debug(f"output data: {output_data}") - namespace = output_data.metadata.namespace - name = output_data.metadata.name - if not namespace and not name: - namespace, name = self._default_output_info() - logging.info(f"save data tracking to {namespace}, {name}") - overview = output_data.metadata.data_overview - source = output_data.metadata.source - resp = self.mlmd.save_data_tracking( - execution_id=self.config.party_task_id, - output_key=output_key, - meta_data=output_data.metadata.metadata.get("schema", {}), - uri=output_data.uri, - namespace=namespace, - name=name, - overview=overview.dict() if overview else {}, - source=source.dict() if source else {}, - data_type=output_data.type_name - ) - logging.info(resp.text) + def _push_data(self, output_key, output_datas: List[ArtifactOutputSpec]): + logging.info("save data") + logging.info(f"key[{output_key}] output_datas[{output_datas}]") + for index, output_data in enumerate(output_datas): + namespace = output_data.metadata.namespace + name = output_data.metadata.name + if not namespace and not name: + namespace, name = self._default_output_info() + logging.info(f"save data tracking to {namespace}, {name}") + overview = output_data.metadata.data_overview + source = output_data.metadata.source + resp = self.mlmd.save_data_tracking( + execution_id=self.config.party_task_id, + output_key=output_key, + meta_data=output_data.metadata.metadata.get("schema", {}), + uri=output_data.uri, + namespace=namespace, + name=name, + overview=overview.dict() if overview else {}, + source=source.dict() if source else {}, + data_type=output_data.type_name, + index=index, + partitions=DEFAULT_OUTPUT_DATA_PARTITIONS + ) + logging.info(resp.text) def _push_model(self, output_key, output_models: List[ArtifactOutputSpec]): - logging.info(f"output data: {output_key} {output_models}") logging.info("save model") + logging.info(f"key[{output_key}] output_models[{output_models}]") tar_io = io.BytesIO() for output_model in output_models: engine, address = DataManager.uri_to_address(output_model.uri) @@ -496,7 +497,7 @@ def _write_model_dir(model, path): if not name.endswith("yaml"): model_fp = model.extractfile(name).read() input_model_file = os.path.join(path, name) - os.makedirs(path, exist_ok=True) + os.makedirs(os.path.dirname(input_model_file), exist_ok=True) with open(input_model_file, "wb") as fw: fw.write(model_fp) diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 2731398ab..80e15a8b8 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -20,8 +20,9 @@ from flask import send_file from fate_flow.engine import storage -from fate_flow.engine.storage import Session, StorageEngine +from fate_flow.engine.storage import Session, StorageEngine, DataType from fate_flow.entity.types import EggRollAddress, StandaloneAddress, HDFSAddress, PathAddress +from fate_flow.manager.service.output_manager import OutputDataTracking from fate_flow.utils.io_utils import URI @@ -31,7 +32,6 @@ def send_table( cls, output_tables_meta, tar_file_name="", - limit=-1, need_head=True, download_dir="", @@ -41,44 +41,22 @@ def send_table( output_data_file_list = [] output_data_meta_file_list = [] with TemporaryDirectory() as output_tmp_dir: - for output_name, output_table_meta in output_tables_meta.items(): - output_data_count = 0 - if not download_dir: - output_data_file_path = "{}/{}.csv".format(output_tmp_dir, output_name) - output_data_meta_file_path = "{}/{}.meta".format(output_tmp_dir, output_name) - else: - output_data_file_path = "{}/{}.csv".format(download_dir, output_name) - output_data_meta_file_path = "{}/{}.meta".format(download_dir, output_name) - os.makedirs(os.path.dirname(output_data_file_path), exist_ok=True) - with open(output_data_file_path, 'w') as fw: + for output_name, output_table_metas in output_tables_meta.items(): + if not isinstance(output_table_metas, list): + output_table_metas = [output_table_metas] + for index, output_table_meta in enumerate(output_table_metas): + if not download_dir: + output_data_file_path = "{}/{}/{}.csv".format(output_tmp_dir, output_name, index) + output_data_meta_file_path = "{}/{}/{}.meta".format(output_tmp_dir, output_name, index) + else: + output_data_file_path = "{}/{}/{}.csv".format(download_dir, output_name, index) + output_data_meta_file_path = "{}/{}/{}.meta".format(download_dir, output_name, index) + os.makedirs(os.path.dirname(output_data_file_path), exist_ok=True) with Session() as sess: - output_table = sess.get_table(name=output_table_meta.get_name(), - namespace=output_table_meta.get_namespace()) - if output_table: - for _, data in output_table.collect(): - for v in data: - # save meta - if output_data_count == 0: - output_data_file_list.append(output_data_file_path) - data_meta = output_table.meta.get_data_meta() - header = cls.get_data_header(output_table_meta.get_id_delimiter(), data_meta) - output_data_meta_file_list.append(output_data_meta_file_path) - with open(output_data_meta_file_path, 'w') as f: - json.dump({'header': header}, f, indent=4) - if need_head and header and output_table_meta.get_have_head(): - if isinstance(header, list): - header = output_table_meta.get_id_delimiter().join(header) - fw.write(f'{header}\n') - delimiter = output_table_meta.get_id_delimiter() - if isinstance(v, str): - fw.write('{}\n'.format(v)) - elif isinstance(v, list): - fw.write('{}\n'.format(delimiter.join([str(_v) for _v in v]))) - else: - raise ValueError(type(v)) - output_data_count += 1 - if output_data_count == limit: - break + table = sess.get_table( + name=output_table_meta.get_name(), + namespace=output_table_meta.get_namespace()) + cls.write_data_to_file(output_data_file_path, output_data_meta_file_path, table, need_head) if download_dir: return # tar @@ -91,6 +69,51 @@ def send_table( tar.close() return send_file(output_data_tarfile, download_name=tar_file_name, as_attachment=True) + @classmethod + def write_data_to_file(cls, output_data_file_path, output_data_meta_file_path, table, need_head): + with open(output_data_file_path, 'w') as fw: + data_meta = table.meta.get_data_meta() + header = cls.get_data_header(table.meta.get_id_delimiter(), data_meta) + with open(output_data_meta_file_path, 'w') as f: + json.dump({'header': header}, f, indent=4) + if table: + write_header = False + for v in cls.collect_data(table=table): + # save meta + if not write_header and need_head and header and table.meta.get_have_head(): + if isinstance(header, list): + header = table.meta.get_id_delimiter().join(header) + fw.write(f'{header}\n') + write_header = True + delimiter = table.meta.get_id_delimiter() + if isinstance(v, str): + fw.write('{}\n'.format(v)) + elif isinstance(v, list): + fw.write('{}\n'.format(delimiter.join([str(_v) for _v in v]))) + else: + raise ValueError(type(v)) + + @staticmethod + def collect_data(table): + if table.data_type == DataType.DATAFRAME: + for _, data in table.collect(): + for v in data: + yield v + elif table.data_type == DataType.TABLE: + for _k, _v in table.collect(): + yield table.meta.get_id_delimiter().join([_k, _v]) + + @classmethod + def download_output_data(cls, tar_file_name, **kwargs): + data_list = OutputDataTracking.query(**kwargs) + outputs = {} + for data in data_list: + if data.f_output_key not in outputs: + outputs[data.f_output_key] = [] + data_table_meta = storage.StorageTableMeta(name=data.f_name, namespace=data.f_namespace) + outputs[data.f_output_key].append(data_table_meta) + return cls.send_table(outputs, tar_file_name=tar_file_name) + @staticmethod def delete_data(namespace, name): with Session() as sess: diff --git a/python/fate_flow/manager/service/output_manager.py b/python/fate_flow/manager/service/output_manager.py index a14f90425..e26b8824d 100644 --- a/python/fate_flow/manager/service/output_manager.py +++ b/python/fate_flow/manager/service/output_manager.py @@ -12,16 +12,19 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +from typing import List + from fate_flow.db.base_models import BaseModelOperate from fate_flow.db.db_models import TrackingOutputInfo +from fate_flow.utils.wraps_utils import filter_parameters class OutputDataTracking(BaseModelOperate): @classmethod def create(cls, entity_info): - # name, namespace, key, meta, job_id, role, party_id, task_id, task_version cls._create_entity(TrackingOutputInfo, entity_info) @classmethod - def query(cls, reverse=False, **kwargs): - return cls._query(TrackingOutputInfo, reverse=reverse, **kwargs) + @filter_parameters() + def query(cls, reverse=False, **kwargs) -> List[TrackingOutputInfo]: + return cls._query(TrackingOutputInfo, reverse=reverse, order_by="index", **kwargs) diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index 6d391db85..19bf91b55 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -137,4 +137,6 @@ REQUEST_WAIT_SEC = 2 REQUEST_MAX_WAIT_SEC = 300 +DEFAULT_OUTPUT_DATA_PARTITIONS = 16 + STANDALONE_DATA_HOME = os.path.join(file_utils.get_project_base_directory(), "data") diff --git a/python/ofx/api/models/worker.py b/python/ofx/api/models/worker.py index c52053b35..d00ea6c23 100644 --- a/python/ofx/api/models/worker.py +++ b/python/ofx/api/models/worker.py @@ -44,7 +44,7 @@ def save_model(self, model_id, model_version, execution_id, output_key, type_nam }) def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace, name, overview, source, data_type, - partitions=None): + index, partitions=None): return self.client.post( endpoint="/worker/data/tracking/save", json={ @@ -56,7 +56,9 @@ def save_data_tracking(self, execution_id, output_key, meta_data, uri, namespace "name": name, "overview": overview, "source": source, - "data_type": data_type + "data_type": data_type, + "index": index, + "partitions": partitions }) def query_data_meta(self, job_id=None, role=None, party_id=None, task_name=None, output_key=None, namespace=None, From b8b0ecb82fa69a077abe7d23efd780eccc8abb92 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 29 Jun 2023 14:38:59 +0800 Subject: [PATCH 136/482] fix component output data bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/data/data_manager.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 80e15a8b8..831796a0c 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -51,6 +51,8 @@ def send_table( else: output_data_file_path = "{}/{}/{}.csv".format(download_dir, output_name, index) output_data_meta_file_path = "{}/{}/{}.meta".format(download_dir, output_name, index) + output_data_file_list.append(output_data_file_path) + output_data_meta_file_list.append(output_data_meta_file_path) os.makedirs(os.path.dirname(output_data_file_path), exist_ok=True) with Session() as sess: table = sess.get_table( @@ -60,6 +62,8 @@ def send_table( if download_dir: return # tar + from fate_flow.utils.schedule_utils import schedule_logger + schedule_logger("wzh").info(output_data_file_path) output_data_tarfile = "{}/{}".format(output_tmp_dir, tar_file_name) tar = tarfile.open(output_data_tarfile, mode='w:gz') for index in range(0, len(output_data_file_list)): @@ -112,7 +116,7 @@ def download_output_data(cls, tar_file_name, **kwargs): outputs[data.f_output_key] = [] data_table_meta = storage.StorageTableMeta(name=data.f_name, namespace=data.f_namespace) outputs[data.f_output_key].append(data_table_meta) - return cls.send_table(outputs, tar_file_name=tar_file_name) + return cls.send_table(outputs, tar_file_name=tar_file_name) @staticmethod def delete_data(namespace, name): From b144f00b63b00d60c7c410dd87f4283266b164da Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 29 Jun 2023 18:25:23 +0800 Subject: [PATCH 137/482] Optimize provider Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/provider/fate.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/python/fate_flow/hub/provider/fate.py b/python/fate_flow/hub/provider/fate.py index b329567d1..cb50ce224 100644 --- a/python/fate_flow/hub/provider/fate.py +++ b/python/fate_flow/hub/provider/fate.py @@ -23,6 +23,8 @@ def __init__(self, provider): @property def component_list(self): + if self.provider.python_path not in sys.path: + sys.path.append(self.provider.python_path) from fate.components.core import list_components # {'buildin': [], 'thirdparty': []} components = list_components() From fc3cd41113e87713b293dfb27719723760e4f32b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 29 Jun 2023 18:25:52 +0800 Subject: [PATCH 138/482] add data output and display api Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/output_app.py | 42 +++++++++++++++++ python/fate_flow/manager/data/data_manager.py | 46 +++++++++++++++++-- 2 files changed, 85 insertions(+), 3 deletions(-) diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 229ae5020..0a6bf83cd 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -129,3 +129,45 @@ def output_data_download(job_id, role, party_id, task_name, output_key=None): tar_file_name=f"{job_id}_{role}_{party_id}_{task_name}" ) + + +@manager.route('/data/table', methods=['GET']) +@API.Input.params(job_id=fields.String(required=True)) +@API.Input.params(role=fields.String(required=True)) +@API.Input.params(party_id=fields.String(required=True)) +@API.Input.params(task_name=fields.String(required=True)) +def output_data_table(job_id, role, party_id, task_name): + tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) + if not tasks: + return API.Output.fate_flow_exception(e=NoFoundTask(job_id=job_id, role=role, party_id=party_id, + task_name=task_name)) + task = tasks[0] + return DataManager.query_output_data_table( + job_id=task.f_job_id, + role=task.f_role, + party_id=task.f_party_id, + task_name=task.f_task_name, + task_id=task.f_task_id, + task_version=task.f_task_version + ) + + +@manager.route('/data/display', methods=['GET']) +@API.Input.params(job_id=fields.String(required=True)) +@API.Input.params(role=fields.String(required=True)) +@API.Input.params(party_id=fields.String(required=True)) +@API.Input.params(task_name=fields.String(required=True)) +def output_data_display(job_id, role, party_id, task_name): + tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) + if not tasks: + return API.Output.fate_flow_exception(e=NoFoundTask(job_id=job_id, role=role, party_id=party_id, + task_name=task_name)) + task = tasks[0] + return DataManager.display_output_data( + job_id=task.f_job_id, + role=task.f_role, + party_id=task.f_party_id, + task_name=task.f_task_name, + task_id=task.f_task_id, + task_version=task.f_task_version + ) diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 831796a0c..1b7860c2f 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -106,18 +106,58 @@ def collect_data(table): elif table.data_type == DataType.TABLE: for _k, _v in table.collect(): yield table.meta.get_id_delimiter().join([_k, _v]) + else: + return [] + + @staticmethod + def display_data(table_metas): + datas = {} + for key, metas in table_metas.items(): + datas[key] = [] + for meta in metas: + if meta.data_type in [DataType.DATAFRAME, DataType.TABLE]: + datas[key].append({"data": meta.get_part_of_data(), "metadata": meta.get_data_meta()}) + else: + continue + return datas @classmethod - def download_output_data(cls, tar_file_name, **kwargs): + def query_output_data_table(cls, **kwargs): data_list = OutputDataTracking.query(**kwargs) outputs = {} for data in data_list: if data.f_output_key not in outputs: outputs[data.f_output_key] = [] - data_table_meta = storage.StorageTableMeta(name=data.f_name, namespace=data.f_namespace) - outputs[data.f_output_key].append(data_table_meta) + outputs[data.f_output_key].append({"namespace": data.f_namespace, "name": data.f_name}) + return outputs + + @classmethod + def download_output_data(cls, tar_file_name, **kwargs): + outputs = {} + for key, tables in cls.query_output_data_table(**kwargs).items(): + if key not in outputs: + outputs[key] = [] + for table in tables: + outputs[key].append(storage.StorageTableMeta( + name=table.get("name"), + namespace=table.get("namespace") + )) + return cls.send_table(outputs, tar_file_name=tar_file_name) + @classmethod + def display_output_data(cls, **kwargs): + outputs = {} + for key, tables in cls.query_output_data_table(**kwargs).items(): + if key not in outputs: + outputs[key] = [] + for table in tables: + outputs[key].append(storage.StorageTableMeta( + name=table.get("name"), + namespace=table.get("namespace") + )) + return cls.display_data(outputs) + @staticmethod def delete_data(namespace, name): with Session() as sess: From db8f74dd00821a8bc7506b8456dff89437e8d48b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 29 Jun 2023 21:27:37 +0800 Subject: [PATCH 139/482] run local task Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/job_controller.py | 9 ++++++--- python/fate_flow/manager/components/component_manager.py | 4 ++-- python/fate_flow/scheduler/__init__.py | 2 +- python/ofx/api/models/resource.py | 4 +++- 4 files changed, 12 insertions(+), 7 deletions(-) diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 20b699d94..681dae70d 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -29,7 +29,7 @@ from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver from fate_flow.scheduler.federated_scheduler import FederatedScheduler -from fate_flow.runtime.system_settings import PARTY_ID, LOG_DIR +from fate_flow.runtime.system_settings import PARTY_ID, LOG_DIR, LOCAL_PARTY_ID from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.job_utils import get_job_log_directory, save_job_dag from fate_flow.utils.log_utils import schedule_logger @@ -37,13 +37,16 @@ class JobController(object): @classmethod - def request_create_job(cls, dag_schema: dict, user_name: str = None): + def request_create_job(cls, dag_schema: dict, user_name: str = None, is_local=False): dag_schema = DAGSchema(**dag_schema) if not dag_schema.dag.conf: dag_schema.dag.conf = JobConfSpec() dag_schema.dag.conf.initiator_party_id = PARTY_ID if not dag_schema.dag.conf.scheduler_party_id: - dag_schema.dag.conf.scheduler_party_id = PARTY_ID + if not is_local: + dag_schema.dag.conf.scheduler_party_id = PARTY_ID + else: + dag_schema.dag.conf.scheduler_party_id = LOCAL_PARTY_ID JobInheritance.check(dag_schema.dag.conf.inheritance) response = FederatedScheduler.request_create_job( diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index ef9702cde..c65fcc229 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -49,7 +49,7 @@ def upload(cls, file, head, partitions, meta, namespace, name, extend_sid, role, role=role, party_id=party_id ) - result = JobController.request_create_job(dag_schema.dict()) + result = JobController.request_create_job(dag_schema.dict(), is_local=True) if result.get("code") == ReturnCode.Base.SUCCESS: result["data"] = {"name": name, "namespace": namespace} return result @@ -66,7 +66,7 @@ def dataframe_transformer(cls, data_warehouse, namespace, name, role, party_id): role=role, party_id=party_id ) - result = JobController.request_create_job(dag_schema.dict()) + result = JobController.request_create_job(dag_schema.dict(), is_local=True) if result.get("code") == ReturnCode.Base.SUCCESS: result["data"] = {"name": name, "namespace": namespace} return result diff --git a/python/fate_flow/scheduler/__init__.py b/python/fate_flow/scheduler/__init__.py index d42ce8636..05077f7c2 100644 --- a/python/fate_flow/scheduler/__init__.py +++ b/python/fate_flow/scheduler/__init__.py @@ -23,7 +23,7 @@ def init_scheduler(): remote_host, remote_port, remote_protocol, grpc_channel = get_federated_proxy_address() protocol = remote_protocol if remote_protocol else PROXY_PROTOCOL - RuntimeConfig.set_schedule_client(FlowSchedulerApi(host=HOST, port=HTTP_PORT, protocol=protocol, + RuntimeConfig.set_schedule_client(FlowSchedulerApi(host=HOST, port=HTTP_PORT, api_version=API_VERSION, timeout=HTTP_REQUEST_TIMEOUT, remote_protocol=protocol, remote_host=remote_host, remote_port=remote_port, grpc_channel=grpc_channel, diff --git a/python/ofx/api/models/resource.py b/python/ofx/api/models/resource.py index 0fdf8a9df..9d0e348f5 100644 --- a/python/ofx/api/models/resource.py +++ b/python/ofx/api/models/resource.py @@ -110,7 +110,9 @@ def remote(self, job_id, method, endpoint, src_party_id, dest_party_id, src_role "source_host": self.host, "source_port": self.port, }) - if not is_local and self.remote_host and self.remote_port: + if is_local: + return self.remote_on_http(**kwargs) + if self.remote_host and self.remote_port: kwargs.update({ "host": self.remote_host, "port": self.remote_port, From 62a139438b9ec093564a80c18ab257ad3b123419 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 29 Jun 2023 21:39:41 +0800 Subject: [PATCH 140/482] update test demo Signed-off-by: zhihuiwan <15779896112@163.com> --- .../transformer/dataframe_transformer.json | 8 +++++++ examples/upload/upload_guest.json | 23 +++++++++++-------- examples/upload/upload_host.json | 21 ++++++++++------- 3 files changed, 34 insertions(+), 18 deletions(-) create mode 100644 examples/transformer/dataframe_transformer.json diff --git a/examples/transformer/dataframe_transformer.json b/examples/transformer/dataframe_transformer.json new file mode 100644 index 000000000..59d3fec9c --- /dev/null +++ b/examples/transformer/dataframe_transformer.json @@ -0,0 +1,8 @@ +{ + "namespace": "xxx", + "name": "xxx", + "data_warehouse": { + "name": "284d0722-14f8-11ee-b370-16b977118317", + "namespace": "upload" + } +} diff --git a/examples/upload/upload_guest.json b/examples/upload/upload_guest.json index 45cfd27f7..54d800c65 100644 --- a/examples/upload/upload_guest.json +++ b/examples/upload/upload_guest.json @@ -1,15 +1,18 @@ { - "file": "/data/projects/fate/examples/data/breast_hetero_guest.csv", - "head": 1, - "partitions": 4, - "namespace": "experiment", - "name": "guest", - "storage_engine": "eggroll", - "destroy": 1, + "file": "xxx/fate_flow/examples/data/breast_hetero_guest.csv", + "head": true, + "partitions": 16, + "extend_sid": true, "meta": { "delimiter": ",", - "label_name": "y", - "dtype": "float32", - "label_type": "float32" + "dtype": "'float32", + "input_format": "dense", + "label_type": "int", + "match_id_name": "id", + "match_id_range": 0, + "sample_id_name": "id", + "tag_value_delimiter": ":", + "tag_with_value": false, + "weight_type": "float32" } } diff --git a/examples/upload/upload_host.json b/examples/upload/upload_host.json index 7f8369094..c0b7dace1 100644 --- a/examples/upload/upload_host.json +++ b/examples/upload/upload_host.json @@ -1,13 +1,18 @@ { - "file": "/data/projects/fate/examples/data/breast_hetero_host.csv", - "head": 1, - "partitions": 4, - "namespace": "experiment", - "name": "host", - "storage_engine": "eggroll", - "destroy": 1, + "file": "xxx/fate_flow/examples/data/breast_hetero_host.csv", + "head": true, + "partitions": 16, + "extend_sid": true, "meta": { "delimiter": ",", - "dtype": "float32" + "dtype": "'float32", + "input_format": "dense", + "label_type": "int", + "match_id_name": "id", + "match_id_range": 0, + "sample_id_name": "id", + "tag_value_delimiter": ":", + "tag_with_value": false, + "weight_type": "float32" } } From 807865e19da84dbafb2fcda90a8e247faace93ce Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 30 Jun 2023 10:40:18 +0800 Subject: [PATCH 141/482] fix data too long for column 'f_component_name' Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/db/db_models.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index ac8d0c2b4..24fe81716 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -210,7 +210,7 @@ class ComponentInfo(DataBaseModel): f_name = CharField(max_length=20, index=True) f_version = CharField(max_length=20) f_device = CharField(max_length=20) - f_component_name = CharField(max_length=20) + f_component_name = CharField(max_length=50) f_component_entrypoint = JSONField(null=True) f_component_params = JSONField(null=True) From f62a4e2054324976188280d83f8532b2c96c6888 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 30 Jun 2023 15:20:51 +0800 Subject: [PATCH 142/482] model delete Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/model_app.py | 19 ++++++++++++++++--- python/fate_flow/apps/client/output_app.py | 8 ++++---- .../fate_flow/manager/model/handel/_base.py | 13 ++++++++----- python/fate_flow/manager/model/model_meta.py | 3 +++ 4 files changed, 31 insertions(+), 12 deletions(-) diff --git a/python/fate_flow/apps/client/model_app.py b/python/fate_flow/apps/client/model_app.py index 6d38d666c..a098266fe 100644 --- a/python/fate_flow/apps/client/model_app.py +++ b/python/fate_flow/apps/client/model_app.py @@ -68,9 +68,22 @@ def import_model(model_id, model_version): @manager.route('/delete', methods=['POST']) -def delete_model(): - # todo: - return API.Output.json() +@API.Input.json(model_id=fields.String(required=True)) +@API.Input.json(model_version=fields.String(required=True)) +@API.Input.json(role=fields.String(required=False)) +@API.Input.json(party_id=fields.String(required=False)) +@API.Input.json(task_name=fields.String(required=False)) +@API.Input.json(output_key=fields.String(required=False)) +def delete_model(model_id, model_version, role=None, party_id=None, task_name=None, output_key=None): + count = PipelinedModel.delete_model( + model_id=model_id, + model_version=model_version, + party_id=party_id, + role=role, + task_name=task_name, + output_key=output_key + ) + return API.Output.json(data={"count": count}) @manager.route('/store', methods=['POST']) diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 0a6bf83cd..0eefaead5 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -88,10 +88,10 @@ def query_model(job_id, role, party_id, task_name): @manager.route('/model/delete', methods=['POST']) -@API.Input.params(job_id=fields.String(required=True)) -@API.Input.params(role=fields.String(required=True)) -@API.Input.params(party_id=fields.String(required=True)) -@API.Input.params(task_name=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(task_name=fields.String(required=True)) def delete_model(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/model/handel/_base.py index 822bbb729..ea31b2146 100644 --- a/python/fate_flow/manager/model/handel/_base.py +++ b/python/fate_flow/manager/model/handel/_base.py @@ -64,13 +64,16 @@ def load(self, file, storage_key, model_id, model_version, role, party_id, task_ self.log_meta(metas, storage_key, model_id=model_id, model_version=model_version, role=role, party_id=party_id, task_name=task_name, output_key=output_key) - def delete(self, job_id, role, party_id, task_name): - model_metas = ModelMeta.query(job_id=job_id, role=role, party_id=party_id, task_name=task_name, reverse=True) + def delete(self, **kwargs): + model_metas = ModelMeta.query(storage_engine=self.name, **kwargs) if not model_metas: - raise NoFoundModelOutput(job_id=job_id, role=role, party_id=party_id, task_name=task_name) + raise NoFoundModelOutput(**kwargs) for meta in model_metas: - self._delete(storage_key=meta.f_storage_key) - self.delete_meta(job_id=job_id, role=role, party_id=party_id, task_name=task_name, storage_engine=self.name) + try: + self._delete(storage_key=meta.f_storage_key) + except: + pass + return self.delete_meta(storage_engine=self.name, **kwargs) def log_meta(self, model_metas, storage_key, model_id, model_version, output_key, task_name, role, party_id, job_id="", type_name=""): diff --git a/python/fate_flow/manager/model/model_meta.py b/python/fate_flow/manager/model/model_meta.py index 5691e392a..696aca1e2 100644 --- a/python/fate_flow/manager/model/model_meta.py +++ b/python/fate_flow/manager/model/model_meta.py @@ -14,6 +14,7 @@ # limitations under the License. from fate_flow.db.base_models import BaseModelOperate from fate_flow.db.db_models import PipelineModelMeta +from fate_flow.utils.wraps_utils import filter_parameters class ModelMeta(BaseModelOperate): @@ -22,9 +23,11 @@ def save(cls, **meta_info): cls._create_entity(PipelineModelMeta, meta_info) @classmethod + @filter_parameters() def query(cls, **kwargs): return cls._query(PipelineModelMeta, **kwargs) @classmethod + @filter_parameters() def delete(cls, **kwargs): return cls._delete(PipelineModelMeta, **kwargs) From 2cfbcf009ad739cfea28809d80a40a134468e529 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 30 Jun 2023 15:21:48 +0800 Subject: [PATCH 143/482] component operation exception error optimization Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/components_wraps/default/_wraps.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index ab3cdd448..f212432b3 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -134,7 +134,10 @@ def run_component(self, config): output_meta = ComponentOutputMeta.parse_obj(result) logging.debug(output_meta) else: - output_meta = ComponentOutputMeta(status=ComponentOutputMeta.status(code=1, exceptions=p.stdout)) + logging.info(task_result) + output_meta = ComponentOutputMeta(status=ComponentOutputMeta.Status( + code=1, exceptions="Task output no found" + )) return output_meta def push_output(self, output_meta: ComponentOutputMeta): From 1063bf4d52bdb7f8abe07986f38e6f8c3528f70d Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 30 Jun 2023 16:16:57 +0800 Subject: [PATCH 144/482] update upload&transformer params Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/data_app.py | 15 +++++---------- .../manager/components/component_manager.py | 12 ++++-------- 2 files changed, 9 insertions(+), 18 deletions(-) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 2a4e3ea72..e7ce51282 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -27,16 +27,13 @@ @API.Input.json(file=fields.String(required=True)) @API.Input.json(head=fields.Bool(required=True)) @API.Input.json(partitions=fields.Integer(required=True)) -@API.Input.json(extend_sid=fields.Bool(required=False)) @API.Input.json(meta=fields.Dict(required=True)) +@API.Input.json(extend_sid=fields.Bool(required=False)) @API.Input.json(namespace=fields.String(required=False)) @API.Input.json(name=fields.String(required=False)) -@API.Input.json(role=fields.String(required=False)) -@API.Input.json(party_id=fields.String(required=False)) -def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_sid=False, role=None, party_id=None): +def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_sid=False): result = ComponentManager.upload( - file=file, head=head, partitions=partitions, meta=meta, namespace=namespace, name=name, extend_sid=extend_sid, - role=role, party_id=party_id + file=file, head=head, partitions=partitions, meta=meta, namespace=namespace, name=name, extend_sid=extend_sid ) return API.Output.json(**result) @@ -45,10 +42,8 @@ def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_ @API.Input.json(data_warehouse=fields.Dict(required=True)) @API.Input.json(namespace=fields.String(required=True)) @API.Input.json(name=fields.String(required=True)) -@API.Input.json(role=fields.String(required=False)) -@API.Input.json(party_id=fields.String(required=False)) -def transformer_data(data_warehouse, namespace, name, role=None, party_id=None): - result = ComponentManager.dataframe_transformer(data_warehouse, namespace, name, role, party_id) +def transformer_data(data_warehouse, namespace, name): + result = ComponentManager.dataframe_transformer(data_warehouse, namespace, name) return API.Output.json(**result) diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index c65fcc229..4fcea634e 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -25,7 +25,7 @@ class ComponentManager(Base): @classmethod - def upload(cls, file, head, partitions, meta, namespace, name, extend_sid, role, party_id): + def upload(cls, file, head, partitions, meta, namespace, name, extend_sid): parameters = { "file": file, "head": head, @@ -45,9 +45,7 @@ def upload(cls, file, head, partitions, meta, namespace, name, extend_sid, role, dag_schema = cls.local_dag_schema( task_name="upload_0", component_ref="upload", - parameters=parameters, - role=role, - party_id=party_id + parameters=parameters ) result = JobController.request_create_job(dag_schema.dict(), is_local=True) if result.get("code") == ReturnCode.Base.SUCCESS: @@ -55,16 +53,14 @@ def upload(cls, file, head, partitions, meta, namespace, name, extend_sid, role, return result @classmethod - def dataframe_transformer(cls, data_warehouse, namespace, name, role, party_id): + def dataframe_transformer(cls, data_warehouse, namespace, name): provider = ProviderManager.get_default_fate_provider() dag_schema = cls.local_dag_schema( task_name="transformer_0", component_ref="dataframe_transformer", parameters={"namespace": namespace, "name": name}, inputs={"data": {"table": {"data_warehouse": data_warehouse}}}, - provider=provider, - role=role, - party_id=party_id + provider=provider ) result = JobController.request_create_job(dag_schema.dict(), is_local=True) if result.get("code") == ReturnCode.Base.SUCCESS: From 5d890d6f8cd52f5a60235486b74e97971e3d7cb0 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 30 Jun 2023 17:23:16 +0800 Subject: [PATCH 145/482] destroy table meta if exists while create meta Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/storage/_table.py | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/python/fate_flow/engine/storage/_table.py b/python/fate_flow/engine/storage/_table.py index 27da72235..705a31c81 100644 --- a/python/fate_flow/engine/storage/_table.py +++ b/python/fate_flow/engine/storage/_table.py @@ -104,6 +104,7 @@ def update_meta(self, **kwargs) def create_meta(self, **kwargs): + self.destroy_if_exists() table_meta = StorageTableMeta(name=self._name, namespace=self._namespace, new=True) table_meta.set_metas(**kwargs) table_meta.address = self._address @@ -115,6 +116,13 @@ def create_meta(self, **kwargs): return table_meta + def destroy_if_exists(self): + table_meta = StorageTableMeta(name=self._name, namespace=self._namespace) + if table_meta: + table_meta.destroy_metas() + return True + return False + def check_address(self): return True From aed9902202a0610c10add618eddba56e927b5ab6 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 3 Jul 2023 15:04:16 +0800 Subject: [PATCH 146/482] clean task after task ending Signed-off-by: zhihuiwan <15779896112@163.com> --- .../fate_flow/controller/task_controller.py | 17 +++++----- python/fate_flow/engine/backend/_base.py | 31 ++++++++++++++++++- python/fate_flow/engine/devices/_local.py | 28 ++++++++++++++--- python/fate_flow/entity/spec/dag/__init__.py | 3 +- python/fate_flow/entity/spec/dag/_task.py | 11 +++++++ python/fate_flow/entity/types/_work.py | 2 ++ python/fate_flow/entrypoint/cli.py | 17 +++++++++- .../hub/components_wraps/__init__.py | 10 +----- .../hub/components_wraps/default/_wraps.py | 15 +++++++-- python/fate_flow/hub/provider/fate.py | 4 --- .../manager/service/worker_manager.py | 7 ++--- 11 files changed, 112 insertions(+), 33 deletions(-) diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index 17ddced29..a80e0d83f 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -265,11 +265,7 @@ def update_task_status(cls, task_info, scheduler_party_id=None, sync_type=None): update_status = JobSaver.update_task_status(task_info=task_info) if update_status and EndStatus.contains(task_info.get("party_status")): ResourceManager.return_task_resource(**task_info) - cls.clean_task(job_id=task_info["job_id"], - task_id=task_info["task_id"], - task_version=task_info["task_version"], - role=task_info["role"], - party_id=task_info["party_id"]) + cls.clean_task(task=task) if "party_status" in task_info: report_task_info = { "job_id": task_info.get("job_id"), @@ -335,5 +331,12 @@ def kill_task(cls, task: Task): return kill_status @classmethod - def clean_task(cls, job_id, task_id, task_version, role, party_id): - pass + def clean_task(cls, task): + try: + backend_engine = build_engine(task.f_provider_name) + if backend_engine: + schedule_logger(task.f_job_id).info(f"start clean task:[{task.f_task_id} {task.f_task_version}]") + backend_engine.cleanup(task) + WorkerManager.kill_task_all_workers(task) + except Exception as e: + schedule_logger(task.f_job_id).exception(e) diff --git a/python/fate_flow/engine/backend/_base.py b/python/fate_flow/engine/backend/_base.py index 0379cd427..cef6d96b9 100644 --- a/python/fate_flow/engine/backend/_base.py +++ b/python/fate_flow/engine/backend/_base.py @@ -16,7 +16,6 @@ import abc -import json import logging import os import sys @@ -67,6 +66,21 @@ def get_component_define(cls, provider_name, task_info, stage): return yaml.safe_load(fr) return {} + @classmethod + def cleanup(cls, provider_name, task_info, config): + cmd = cls.generate_cleanup_cmd(provider_name) + + if cmd: + logging.info(f"start clean task, cmd {cmd}") + p = WorkerManager.start_task_worker( + worker_name=WorkerName.TASK_EXECUTE_CLEAN, + task_info=task_info, + common_cmd=cmd, + task_parameters=config + ) + p.wait() + logging.info(f"clean success, stdout: {p.stdout}") + @staticmethod def generate_component_run_cmd(provider_name, output_path=""): if provider_name == ProviderName.FATE: @@ -118,3 +132,18 @@ def generate_component_define_cmd(provider_name, component_ref, role, stage, def define_file ] return cmd + + @staticmethod + def generate_cleanup_cmd(provider_name): + cmd = [] + if provider_name == ProviderName.FATE: + from fate_flow.worker.fate_executor import FateSubmit + module_file_path = sys.modules[FateSubmit.__module__].__file__ + cmd = [ + module_file_path, + "component", + "cleanup", + "--env-name", + "FATE_TASK_CONFIG", + ] + return cmd diff --git a/python/fate_flow/engine/devices/_local.py b/python/fate_flow/engine/devices/_local.py index b20356c5a..4891bc369 100644 --- a/python/fate_flow/engine/devices/_local.py +++ b/python/fate_flow/engine/devices/_local.py @@ -40,14 +40,21 @@ def run(self, task: Task, run_parameters, run_parameters_path, config_dir, log_d ) def kill(self, task): - kill_status_code = process_utils.kill_task_executor_process(task) - # session stop - if kill_status_code is KillProcessRetCode.KILLED or task.f_status not in {TaskStatus.WAITING}: - job_utils.start_session_stop(task) + process_utils.kill_task_executor_process(task) def is_alive(self, task): return process_utils.check_process(pid=int(task.f_run_pid), task=task) + def cleanup(self, task: Task): + return WorkerManager.start_task_worker( + worker_name=WorkerName.TASK_CLEAN, + task_info=task.to_human_model_dict(), + extra_env={"PYTHONPATH": self.provider.python_path}, + executable=[self.provider.python_env], + common_cmd=self.generate_cleanup_cmd(), + task_parameters=task.f_component_parameters + ) + @staticmethod def generate_cmd(): from fate_flow.entrypoint.runner import Submit @@ -60,3 +67,16 @@ def generate_cmd(): "FATE_TASK_CONFIG", ] return common_cmd + + @staticmethod + def generate_cleanup_cmd(): + from fate_flow.entrypoint.runner import Submit + module_file_path = sys.modules[Submit.__module__].__file__ + common_cmd = [ + module_file_path, + "component", + "cleanup", + "--env-name", + "FATE_TASK_CONFIG", + ] + return common_cmd diff --git a/python/fate_flow/entity/spec/dag/__init__.py b/python/fate_flow/entity/spec/dag/__init__.py index 201572321..5e28e3b2e 100644 --- a/python/fate_flow/entity/spec/dag/__init__.py +++ b/python/fate_flow/entity/spec/dag/__init__.py @@ -17,7 +17,8 @@ from fate_flow.entity.spec.dag._party import PartySpec from fate_flow.entity.spec.dag._job import DAGSchema, DAGSpec, JobConfSpec, TaskConfSpec, TaskSpec, PartyTaskSpec, \ InheritConfSpec, PartyTaskRefSpec -from fate_flow.entity.spec.dag._task import TaskConfigSpec, PreTaskConfigSpec, TaskRuntimeConfSpec +from fate_flow.entity.spec.dag._task import TaskConfigSpec, PreTaskConfigSpec, TaskRuntimeConfSpec, \ + TaskCleanupConfigSpec from fate_flow.entity.spec.dag._artifact import RuntimeTaskOutputChannelSpec, DataWarehouseChannelSpec, \ ModelWarehouseChannelSpec, SourceInputArtifactSpec, RuntimeInputArtifacts, FlowRuntimeInputArtifacts,\ ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ diff --git a/python/fate_flow/entity/spec/dag/_task.py b/python/fate_flow/entity/spec/dag/_task.py index b00e6557a..f5f386bf0 100644 --- a/python/fate_flow/entity/spec/dag/_task.py +++ b/python/fate_flow/entity/spec/dag/_task.py @@ -56,3 +56,14 @@ class TaskConfigSpec(pydantic.BaseModel): input_artifacts: Optional[Dict[str, Union[List[ArtifactInputApplySpec], ArtifactInputApplySpec, None]]] = {} output_artifacts: Optional[Dict[str, Union[ArtifactOutputApplySpec, None]]] = {} conf: TaskRuntimeConfSpec + + +class TaskCleanupConfigSpec(pydantic.BaseModel): + computing: Union[StandaloneComputingSpec, EggrollComputingSpec, SparkComputingSpec] + federation: Union[ + StandaloneFederationSpec, + RollSiteFederationSpec, + RabbitMQFederationSpec, + PulsarFederationSpec, + OSXFederationSpec, + ] diff --git a/python/fate_flow/entity/types/_work.py b/python/fate_flow/entity/types/_work.py index c9d02949f..c5ff3bdec 100644 --- a/python/fate_flow/entity/types/_work.py +++ b/python/fate_flow/entity/types/_work.py @@ -25,3 +25,5 @@ class WorkerName(CustomEnum): TASK_ENTRYPOINT = "task_entrypoint" TASK_EXECUTE = "task_execute" COMPONENT_DEFINE = "component_define" + TASK_CLEAN = "task_clean" + TASK_EXECUTE_CLEAN = "execute_clean" diff --git a/python/fate_flow/entrypoint/cli.py b/python/fate_flow/entrypoint/cli.py index 48ed0955b..8028af2ba 100644 --- a/python/fate_flow/entrypoint/cli.py +++ b/python/fate_flow/entrypoint/cli.py @@ -20,7 +20,7 @@ import click from fate_flow.components.entrypoint.component import execute_component -from fate_flow.entity.spec.dag import PreTaskConfigSpec, TaskConfigSpec +from fate_flow.entity.spec.dag import PreTaskConfigSpec, TaskConfigSpec, TaskCleanupConfigSpec from fate_flow.hub.flow_hub import FlowHub @@ -47,6 +47,21 @@ def entrypoint(config, env_name): FlowHub.load_components_wraps(config=task_config).run() +@component.command() +@click.option("--config", required=False, type=click.File(), help="config path") +@click.option("--env-name", required=False, type=str, help="env name for config") +def cleanup(config, env_name): + configs = {} + load_config_from_env(configs, env_name) + load_config_from_file(configs, config) + task_config = PreTaskConfigSpec.parse_obj(configs) + task_config.conf.logger.install() + logger = logging.getLogger(__name__) + logger.debug("logger installed") + logger.debug(f"task config: {task_config}") + FlowHub.load_components_wraps(config=task_config).cleanup() + + @component.command() @click.option("--config", required=False, type=click.File(), help="config path") @click.option("--env-name", required=False, type=str, help="env name for config") diff --git a/python/fate_flow/hub/components_wraps/__init__.py b/python/fate_flow/hub/components_wraps/__init__.py index da517ddbb..c9fac8fd6 100644 --- a/python/fate_flow/hub/components_wraps/__init__.py +++ b/python/fate_flow/hub/components_wraps/__init__.py @@ -22,13 +22,5 @@ def run(self): ... @abc.abstractmethod - def preprocess(self): - ... - - @abc.abstractmethod - def push_output(self, output_meta): - ... - - @abc.abstractmethod - def run_component(self, config): + def cleanup(self): ... diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index f212432b3..3bf4f4a84 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -25,9 +25,9 @@ from fate_flow.engine.backend import build_backend from fate_flow.engine.storage import StorageEngine -from fate_flow.entity.spec.dag import PreTaskConfigSpec, DataWarehouseChannelSpec, ComponentIOArtifactsTypeSpec,\ +from fate_flow.entity.spec.dag import PreTaskConfigSpec, DataWarehouseChannelSpec, ComponentIOArtifactsTypeSpec, \ TaskConfigSpec, ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ - ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ComponentOutputMeta + ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ComponentOutputMeta, TaskCleanupConfigSpec from fate_flow.entity.types import DataframeArtifactType, TableArtifactType, TaskStatus, ComputingEngine, \ JsonModelArtifactType @@ -81,6 +81,17 @@ def run(self): finally: self.report_status(code, exceptions) + def cleanup(self): + config = TaskCleanupConfigSpec( + computing=self.config.conf.computing, + federation=self.config.conf.federation + ) + return self.backend.cleanup( + provider_name=self.config.provider_name, + config=config.dict(), + task_info=self.task_info + ) + def preprocess(self): # input logging.info("start generating input artifacts") diff --git a/python/fate_flow/hub/provider/fate.py b/python/fate_flow/hub/provider/fate.py index cb50ce224..e0e5fc91f 100644 --- a/python/fate_flow/hub/provider/fate.py +++ b/python/fate_flow/hub/provider/fate.py @@ -31,7 +31,3 @@ def component_list(self): _list = components.get('buildin', []) _list.extend(components.get("thirdparty", [])) return _list - - def __enter__(self): - if self.provider.python_path not in sys.path: - sys.path.append(self.provider.python_path) diff --git a/python/fate_flow/manager/service/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py index 94c32047b..01beed73d 100644 --- a/python/fate_flow/manager/service/worker_manager.py +++ b/python/fate_flow/manager/service/worker_manager.py @@ -43,7 +43,7 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa task_version=task_info.get("task_version") ) params_env = {} - if task_info: + if task_parameters: params_env = cls.get_env(task_info.get("job_id"), task_parameters) extra_env.update(params_env) if executable: @@ -71,9 +71,9 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa @classmethod def get_process_dirs(cls, job_id, role, party_id, task_name, task_version): config_dir = job_utils.get_job_directory(job_id, role, party_id, task_name, str(task_version)) - log_dir = job_utils.get_job_log_directory(job_id, role, party_id, task_name) + log_dir = job_utils.get_job_log_directory(job_id, role, party_id, task_name, "process") os.makedirs(config_dir, exist_ok=True) - return config_dir, log_dir + return config_dir, log_dir @classmethod def get_config(cls, config_dir, config): @@ -85,7 +85,6 @@ def get_config(cls, config_dir, config): @classmethod def get_env(cls, job_id, task_parameters): - # todo: api callback params env = { "FATE_JOB_ID": job_id, "FATE_TASK_CONFIG": yaml.dump(task_parameters), From a2c8f122322a14a4cd938d829155acf911f62901 Mon Sep 17 00:00:00 2001 From: sagewe Date: Mon, 3 Jul 2023 21:35:51 +0800 Subject: [PATCH 147/482] Enhance decoupling in FateSubmit class by using runpy for module execution Removed unnecessary imports in fate_executor.py and simplified the module execution in the FateSubmit class. The usage of the click library has been replaced with Python's built-in runpy module for module execution. This simplifies the code and enhances the decoupling between modules, reducing dependencies. Signed-off-by: sagewe --- python/fate_flow/worker/fate_executor.py | 12 ++---------- 1 file changed, 2 insertions(+), 10 deletions(-) diff --git a/python/fate_flow/worker/fate_executor.py b/python/fate_flow/worker/fate_executor.py index e7ae55bd9..da1e79481 100644 --- a/python/fate_flow/worker/fate_executor.py +++ b/python/fate_flow/worker/fate_executor.py @@ -13,21 +13,13 @@ # See the License for the specific language governing permissions and # limitations under the License. # -import argparse - -from fate_flow.entity import BaseEntity -from fate_flow.utils.log import getLogger class FateSubmit: @staticmethod def run(): - import click - from fate.components.entrypoint.component_cli import component - - cli = click.Group() - cli.add_command(component) - cli(prog_name="python -m fate.components") + import runpy + runpy.run_module(mod_name='fate.components', run_name='__main__') if __name__ == "__main__": From 95856ae11bd3bb044d0c9e808126b5bca5684121 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 3 Jul 2023 21:42:36 +0800 Subject: [PATCH 148/482] fix cleanup Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/task_controller.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index a80e0d83f..b9b404ff0 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -265,7 +265,6 @@ def update_task_status(cls, task_info, scheduler_party_id=None, sync_type=None): update_status = JobSaver.update_task_status(task_info=task_info) if update_status and EndStatus.contains(task_info.get("party_status")): ResourceManager.return_task_resource(**task_info) - cls.clean_task(task=task) if "party_status" in task_info: report_task_info = { "job_id": task_info.get("job_id"), @@ -315,6 +314,7 @@ def kill_task(cls, task: Task): backend_engine = build_engine(task.f_provider_name) if backend_engine: backend_engine.kill(task) + backend_engine.cleanup(task) WorkerManager.kill_task_all_workers(task) except Exception as e: schedule_logger(task.f_job_id).exception(e) From b45959a9a10677d8812291449bb2834012e45849 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 5 Jul 2023 10:44:04 +0800 Subject: [PATCH 149/482] exception optimization Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/worker/worker_app.py | 18 ++++------ python/fate_flow/engine/backend/_base.py | 8 +++-- python/fate_flow/entity/code/_api.py | 4 +++ .../hub/components_wraps/default/_wraps.py | 36 ++++++++++++------- .../manager/metric/metric_manager.py | 2 ++ python/fate_flow/utils/api_utils.py | 24 +++++++++++-- python/ofx/api/models/worker.py | 5 +-- 7 files changed, 65 insertions(+), 32 deletions(-) diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 6d7554a10..805f8ab36 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -34,6 +34,7 @@ @API.Input.json(execution_id=fields.String(required=True)) @API.Input.json(status=fields.String(required=True)) @API.Input.json(error=fields.String(required=False)) +@API.Output.runtime_exception(code=ReturnCode.API.COMPONENT_OUTPUT_EXCEPTION) def report_task_status(status, execution_id, error=None): task = JobSaver.query_task_by_execution_id(execution_id=execution_id) task_info = { @@ -51,23 +52,13 @@ def report_task_status(status, execution_id, error=None): return API.Output.json() -@manager.route('/task/status', methods=['GET']) -@API.Input.params(execution_id=fields.String(required=True)) -def query_task_status(execution_id): - task = JobSaver.query_task_by_execution_id(execution_id=execution_id) - - task_info = { - "status": task.f_status, - } - return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=task_info) - - @manager.route('/model/save', methods=['POST']) @API.Input.form(model_id=fields.String(required=True)) @API.Input.form(model_version=fields.String(required=True)) @API.Input.form(execution_id=fields.String(required=True)) @API.Input.form(output_key=fields.String(required=True)) @API.Input.form(type_name=fields.String(required=True)) +@API.Output.runtime_exception(code=ReturnCode.API.COMPONENT_OUTPUT_EXCEPTION) def upload_model(model_id, model_version, execution_id, output_key, type_name): task = JobSaver.query_task_by_execution_id(execution_id=execution_id) file = request.files['file'] @@ -92,6 +83,7 @@ def upload_model(model_id, model_version, execution_id, output_key, type_name): @API.Input.params(party_id=fields.String(required=True)) @API.Input.params(task_name=fields.String(required=True)) @API.Input.params(output_key=fields.String(required=True)) +@API.Output.runtime_exception(code=ReturnCode.API.COMPONENT_OUTPUT_EXCEPTION) def download_model(model_id, model_version, role, party_id, task_name, output_key): return PipelinedModel.download_model(model_id, model_version, role, party_id, task_name, output_key) @@ -104,6 +96,7 @@ def download_model(model_id, model_version, role, party_id, task_name, output_ke @API.Input.params(output_key=fields.String(required=False)) @API.Input.params(namespace=fields.String(required=False)) @API.Input.params(name=fields.String(required=False)) +@API.Output.runtime_exception(code=ReturnCode.API.COMPONENT_OUTPUT_EXCEPTION) def query_data_tracking(job_id=None, role=None, party_id=None, task_name=None, output_key=None, namespace=None, name=None): tracking_list = [] if not namespace and not name: @@ -122,6 +115,7 @@ def query_data_tracking(job_id=None, role=None, party_id=None, task_name=None, o "task_id": tasks[0].f_task_id, "task_version": tasks[0].f_task_version }) + data_list = OutputDataTracking.query(**data_info) if not data_list: return API.Output.json(code=ReturnCode.Task.NO_FOUND_MODEL_OUTPUT, message="failed") @@ -146,6 +140,7 @@ def query_data_tracking(job_id=None, role=None, party_id=None, task_name=None, o @API.Input.json(source=fields.Dict(required=True)) @API.Input.json(data_type=fields.String(required=True)) @API.Input.json(index=fields.Int(required=True)) +@API.Output.runtime_exception(code=ReturnCode.API.COMPONENT_OUTPUT_EXCEPTION) def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name, overview, source, data_type, index, partitions=None): task = JobSaver.query_task_by_execution_id(execution_id=execution_id) @@ -174,6 +169,7 @@ def save_data_tracking(execution_id, meta_data, uri, output_key, namespace, name @manager.route('/metric/save', methods=["POST"]) @API.Input.json(execution_id=fields.String(required=True)) @API.Input.json(data=fields.List(fields.Dict())) +@API.Output.runtime_exception(code=ReturnCode.API.COMPONENT_OUTPUT_EXCEPTION) def save_metric(execution_id, data): task = JobSaver.query_task_by_execution_id(execution_id=execution_id) OutputMetric(job_id=task.f_job_id, role=task.f_role, party_id=task.f_party_id, task_name=task.f_task_name, diff --git a/python/fate_flow/engine/backend/_base.py b/python/fate_flow/engine/backend/_base.py index cef6d96b9..be7ec5742 100644 --- a/python/fate_flow/engine/backend/_base.py +++ b/python/fate_flow/engine/backend/_base.py @@ -60,7 +60,8 @@ def get_component_define(cls, provider_name, task_info, stage): common_cmd=cmd ) p.wait() - logging.info(p.stdout) + if p.stderr: + logging.exception(f"Get component define failed: {p.stderr}") if os.path.exists(define_file): with open(define_file, "r") as fr: return yaml.safe_load(fr) @@ -71,7 +72,7 @@ def cleanup(cls, provider_name, task_info, config): cmd = cls.generate_cleanup_cmd(provider_name) if cmd: - logging.info(f"start clean task, cmd {cmd}") + logging.info(f"start clean task, config: {config}") p = WorkerManager.start_task_worker( worker_name=WorkerName.TASK_EXECUTE_CLEAN, task_info=task_info, @@ -79,7 +80,8 @@ def cleanup(cls, provider_name, task_info, config): task_parameters=config ) p.wait() - logging.info(f"clean success, stdout: {p.stdout}") + logging.info(f"clean success") + logging.debug(f"clean stderr: {p.stderr}") @staticmethod def generate_component_run_cmd(provider_name, output_path=""): diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index 1852c299d..b0da81255 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -33,6 +33,9 @@ class Task: KILL_FAILED = 2003 RESOURCE_EXCEPTION = 2004 NO_FOUND_MODEL_OUTPUT = 2005 + TASK_RUN_FAILED = 2006 + COMPONENT_RUN_FAILED = 2007 + NO_FOUND_RUN_RESULT = 2008 class Site: IS_STANDALONE = 3000 @@ -50,6 +53,7 @@ class API: NO_PERMISSION = 5005 PERMISSION_OPERATE_ERROR = 5006 NO_FOUND_FILE = 5007 + COMPONENT_OUTPUT_EXCEPTION = 5008 class Server: EXCEPTION = 6000 diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 3bf4f4a84..60916b570 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -25,6 +25,7 @@ from fate_flow.engine.backend import build_backend from fate_flow.engine.storage import StorageEngine +from fate_flow.entity.code import ReturnCode from fate_flow.entity.spec.dag import PreTaskConfigSpec, DataWarehouseChannelSpec, ComponentIOArtifactsTypeSpec, \ TaskConfigSpec, ArtifactInputApplySpec, Metadata, RuntimeTaskOutputChannelSpec, \ ArtifactOutputApplySpec, ModelWarehouseChannelSpec, ArtifactOutputSpec, ComponentOutputMeta, TaskCleanupConfigSpec @@ -72,10 +73,14 @@ def run(self): config = self.preprocess() output_meta = self.run_component(config) self.push_output(output_meta) - code, exceptions = output_meta.status.code, output_meta.status.exceptions + code = output_meta.status.code + exceptions = None + if output_meta.status.code != ReturnCode.Base.SUCCESS: + code = ReturnCode.Task.COMPONENT_RUN_FAILED + exceptions = output_meta.status.exceptions except Exception as e: traceback.format_exc() - code = -1 + code = ReturnCode.Task.TASK_RUN_FAILED exceptions = str(e) logging.exception(e) finally: @@ -99,6 +104,7 @@ def preprocess(self): input_artifacts = self._preprocess_input_artifacts() logging.info("success") logging.debug(input_artifacts) + logging.info(f"PYTHON PATH: {os.environ.get('PYTHONPATH')}") # output logging.info("start generating output artifacts") @@ -141,13 +147,16 @@ def run_component(self, config): logging.info("finish task") if os.path.exists(task_result): with open(task_result, "r") as f: - result = json.load(f) - output_meta = ComponentOutputMeta.parse_obj(result) - logging.debug(output_meta) + try: + result = json.load(f) + output_meta = ComponentOutputMeta.parse_obj(result) + logging.debug(output_meta) + except: + logging.exception(f"Task run failed, you can see the task result file for details: {task_result}") else: - logging.info(task_result) output_meta = ComponentOutputMeta(status=ComponentOutputMeta.Status( - code=1, exceptions="Task output no found" + code=ReturnCode.Task.NO_FOUND_RUN_RESULT, + exceptions=f"Task output no found, process output stderr: {p.stderr}" )) return output_meta @@ -155,7 +164,7 @@ def push_output(self, output_meta: ComponentOutputMeta): if self.task_end_with_success(output_meta.status.code): # push output data to server if not output_meta.io_meta: - logging.info("no io meta, pass push") + logging.info("No found io meta, pass push") return for key, datas in output_meta.io_meta.outputs.data.items(): if isinstance(datas, list): @@ -265,11 +274,12 @@ def _push_metric(self, output_key, output_metric: ArtifactOutputSpec): if os.path.exists(_path): with open(_path, "r") as f: data = json.load(f) - resp = self.mlmd.save_metric( - execution_id=self.config.party_task_id, - data=data - ) - logging.info(resp.text) + if data: + resp = self.mlmd.save_metric( + execution_id=self.config.party_task_id, + data=data + ) + logging.info(resp.text) else: logging.warning(f"Metric path no found: {_path}") else: diff --git a/python/fate_flow/manager/metric/metric_manager.py b/python/fate_flow/manager/metric/metric_manager.py index 8581d8b3b..ad6d83b8e 100644 --- a/python/fate_flow/manager/metric/metric_manager.py +++ b/python/fate_flow/manager/metric/metric_manager.py @@ -33,6 +33,8 @@ def __init__(self, job_id: str, role: str, party_id: str, task_name: str, task_i self.task_version = task_version def save_output_metrics(self, data): + if not data or not isinstance(data, list): + raise RuntimeError(f"Save metric data failed, data is {data}") return self._insert_metrics_into_db( self.job_id, self.role, self.party_id, self.task_id, self.task_version, self.task_name, data ) diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index bc9d814fa..5d82388fa 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -15,9 +15,10 @@ # import random import time +from functools import wraps import marshmallow -from flask import jsonify, send_file +from flask import jsonify, send_file, request as flask_request from webargs.flaskparser import parser @@ -102,6 +103,22 @@ def args_error_response(e): def fate_flow_exception(e: FateFlowError): return API.Output.json(code=e.code, message=e.message) + @staticmethod + def runtime_exception(code): + def _outer(func): + @wraps(func) + def _wrapper(*args, **kwargs): + try: + return func(*args, **kwargs) + except Exception as e: + if isinstance(e, FateFlowError): + raise e + else: + message = f"Request uri {flask_request.base_url} failed: {str(e)}" + return API.Output.json(code=code, message=message) + return _wrapper + return _outer + def get_federated_proxy_address(): # protocol = CoordinationCommunicationProtocol.HTTP @@ -127,7 +144,8 @@ def get_federated_proxy_address(): def generate_headers(party_id, body, initiator_party_id=""): - return HookManager.site_signature(SignatureParameters(party_id=party_id, body=body, initiator_party_id=initiator_party_id)) + return HookManager.site_signature( + SignatureParameters(party_id=party_id, body=body, initiator_party_id=initiator_party_id)) def get_exponential_backoff_interval(retries, full_jitter=False): @@ -143,7 +161,7 @@ def get_exponential_backoff_interval(retries, full_jitter=False): def federated_coordination_on_http(method, host, port, endpoint, json_body, headers=None, params=None, - timeout=JobDefaultConfig.remote_request_timeout): + timeout=JobDefaultConfig.remote_request_timeout): url = f'http://{host}:{port}/{API_VERSION}{endpoint}' for t in range(REQUEST_TRY_TIMES): try: diff --git a/python/ofx/api/models/worker.py b/python/ofx/api/models/worker.py index d00ea6c23..af2e04611 100644 --- a/python/ofx/api/models/worker.py +++ b/python/ofx/api/models/worker.py @@ -17,6 +17,8 @@ class Worker(BaseAPI): def report_task_status(self, status, execution_id, error=""): + if not error: + error = "" endpoint = '/worker/task/status' return self.client.post(endpoint=endpoint, json={ "status": status, @@ -100,6 +102,5 @@ def save_metric(self, execution_id, data): endpoint="/worker/metric/save", json={ "execution_id": execution_id, - "data": data, - "incomplete": True + "data": data }) From 4427a3cc766dec5745220d7ff6437bc9a2069e64 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 5 Jul 2023 22:13:41 +0800 Subject: [PATCH 150/482] update authentication params Signed-off-by: zhihuiwan <15779896112@163.com> --- .../hook/flow/client_authentication.py | 18 ++++++------ .../hook/flow/site_authentication.py | 28 +++++++++---------- 2 files changed, 23 insertions(+), 23 deletions(-) diff --git a/python/fate_flow/hook/flow/client_authentication.py b/python/fate_flow/hook/flow/client_authentication.py index c13083a45..4cfa6469b 100644 --- a/python/fate_flow/hook/flow/client_authentication.py +++ b/python/fate_flow/hook/flow/client_authentication.py @@ -7,11 +7,11 @@ @HookManager.register_client_authentication_hook def authentication(parm: AuthenticationParameters) -> AuthenticationReturn: - app_id = parm.headers.get("app_id") - user_name = parm.headers.get("user_name") - timestamp = parm.headers.get("timestamp") - nonce = parm.headers.get("nonce") - signature = parm.headers.get("signature") + app_id = parm.headers.get("appId") + user_name = parm.headers.get("userName") + timestamp = parm.headers.get("Timestamp") + nonce = parm.headers.get("Nonce") + signature = parm.headers.get("Signature") check_parameters(app_id, user_name, timestamp, nonce, signature) if Authentication.md5_verify(app_id, timestamp, nonce, signature, user_name): if PermissionController.enforcer(app_id, parm.path, parm.method): @@ -25,10 +25,10 @@ def authentication(parm: AuthenticationParameters) -> AuthenticationReturn: def check_parameters(app_id, user_name, time_stamp, nonce, signature): if not app_id: - raise InvalidParameter(name="app-id") + raise InvalidParameter(name="appId") if not time_stamp or not isinstance(time_stamp, str): - raise InvalidParameter(name="timestamp") + raise InvalidParameter(name="Timestamp") if not nonce or not isinstance(time_stamp, str) or len(nonce) != 4: - raise InvalidParameter(name="nonce") + raise InvalidParameter(name="Nonce") if not signature: - raise InvalidParameter(name="signature") + raise InvalidParameter(name="Signature") diff --git a/python/fate_flow/hook/flow/site_authentication.py b/python/fate_flow/hook/flow/site_authentication.py index 1eec46764..1d25257c9 100644 --- a/python/fate_flow/hook/flow/site_authentication.py +++ b/python/fate_flow/hook/flow/site_authentication.py @@ -29,21 +29,21 @@ def signature(parm: SignatureParameters) -> SignatureReturn: sign = hashlib.md5(str(key + app.f_app_token).encode("utf8")).hexdigest().lower() return SignatureReturn(signature={ - "signature": sign, - "app_id": app.f_app_id, - "nonce": nonce, - "timestamp": timestamp, - "initiator_party_id": initiator_party_id + "Signature": sign, + "appId": app.f_app_id, + "Nonce": nonce, + "Timestamp": timestamp, + "initiatorPartyId": initiator_party_id }) @HookManager.register_site_authentication_hook def authentication(parm: AuthenticationParameters) -> AuthenticationReturn: - app_id = parm.headers.get("app_id") - timestamp = parm.headers.get("timestamp") - nonce = parm.headers.get("nonce") - sign = parm.headers.get("signature") - initiator_party_id = parm.headers.get("initiator_party_id") + app_id = parm.headers.get("appId") + timestamp = parm.headers.get("Timestamp") + nonce = parm.headers.get("Nonce") + sign = parm.headers.get("Signature") + initiator_party_id = parm.headers.get("initiatorPartyId") check_parameters(app_id, timestamp, nonce, sign) if Authentication.md5_verify(app_id, timestamp, nonce, sign, initiator_party_id): if PermissionController.enforcer(app_id, parm.path, parm.method): @@ -57,10 +57,10 @@ def authentication(parm: AuthenticationParameters) -> AuthenticationReturn: def check_parameters(app_id, time_stamp, nonce, sign): if not app_id: - raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter: app-id") + raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter: appId") if not time_stamp or not isinstance(time_stamp, str): - raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter:timestamp") + raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter:timeStamp") if not nonce or not isinstance(time_stamp, str) or len(nonce) != 4: - raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter: nonce") + raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter: Nonce") if not sign: - raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter: signature") + raise ValueError(ReturnCode.API.INVALID_PARAMETER, "invalid parameter: Signature") From 909cec39612fff5d2e5613189f8412692116856b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 6 Jul 2023 16:08:03 +0800 Subject: [PATCH 151/482] fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/job_default_config.yaml | 4 ---- python/fate_flow/controller/app_controller.py | 1 - python/fate_flow/controller/task_controller.py | 4 +++- .../hub/components_wraps/default/_wraps.py | 1 + python/fate_flow/hub/parser/default/_parser.py | 9 +++++---- .../fate_flow/hub/scheduler/default/_scheduler.py | 14 +++++++++++++- .../fate_flow/manager/service/resource_manager.py | 4 ++-- python/fate_flow/runtime/job_default_config.py | 8 -------- python/fate_flow/utils/process_utils.py | 2 +- 9 files changed, 25 insertions(+), 22 deletions(-) diff --git a/conf/job_default_config.yaml b/conf/job_default_config.yaml index 95e20455b..1f1faad76 100644 --- a/conf/job_default_config.yaml +++ b/conf/job_default_config.yaml @@ -1,10 +1,6 @@ # resource -total_cores_overweight_percent: 1 # 1 means no overweight -total_memory_overweight_percent: 1 # 1 means no overweight task_parallelism: 1 task_cores: 4 -task_memory: 0 # mb -max_cores_percent_per_job: 1 # 1 means total # scheduling job_timeout: 259200 # s diff --git a/python/fate_flow/controller/app_controller.py b/python/fate_flow/controller/app_controller.py index 0c6a1badb..5911cc2f1 100644 --- a/python/fate_flow/controller/app_controller.py +++ b/python/fate_flow/controller/app_controller.py @@ -95,7 +95,6 @@ def get_roles_for_user(app_id): @staticmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) - @AppManager.check_app_id def get_permissions_for_user(app_id): return FATE_CASBIN.get_permissions_for_user(app_id) diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index b9b404ff0..b374c2cc7 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -59,7 +59,7 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} need run status {need_run}") task_parameters = task_parser.task_parameters schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} task_parameters" - f" {task_parameters.dict()}") + f" {task_parameters.dict()}, provider: {task_parser.provider}") if is_scheduler: if need_run: task = ScheduleTask() @@ -74,6 +74,8 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task.f_parties = [party.dict() for party in dag_schema.dag.parties] ScheduleJobSaver.create_task(task.to_human_model_dict()) else: + schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} " + f"provider: {task_parser.provider}") task = Task() task.f_job_id = job_id task.f_role = role diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 60916b570..56dafddaf 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -78,6 +78,7 @@ def run(self): if output_meta.status.code != ReturnCode.Base.SUCCESS: code = ReturnCode.Task.COMPONENT_RUN_FAILED exceptions = output_meta.status.exceptions + logging.exception(exceptions) except Exception as e: traceback.format_exc() code = ReturnCode.Task.TASK_RUN_FAILED diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 09756980a..7f7a56fff 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -333,7 +333,8 @@ def parse_dag(self, dag_schema: DAGSchema, component_specs: Dict[str, ComponentS if not task_spec.conf: task_conf = copy.deepcopy(job_conf) else: - task_conf = copy.deepcopy(job_conf).update(task_spec.conf) + task_conf = copy.deepcopy(job_conf) + task_conf.update(task_spec.conf) if task_spec.stage: task_stage = task_spec.stage @@ -492,9 +493,9 @@ def _init_task_runtime_parameters_and_conf(self, task_name: str, dag_schema: DAG if task_name not in party_tasks_spec.tasks: continue - party_task_conf = copy.deepcopy(party_tasks_spec.conf) if party_tasks_spec.conf else dict() - party_task_conf.update(global_task_conf) - + party_task_conf = copy.deepcopy(global_task_conf) + if party_task_conf.conf: + party_task_conf.update(party_tasks_spec.conf) party_parties = party_tasks_spec.parties party_task_spec = party_tasks_spec.tasks[task_name] diff --git a/python/fate_flow/hub/scheduler/default/_scheduler.py b/python/fate_flow/hub/scheduler/default/_scheduler.py index 50263a51f..c9e5b4114 100644 --- a/python/fate_flow/hub/scheduler/default/_scheduler.py +++ b/python/fate_flow/hub/scheduler/default/_scheduler.py @@ -20,14 +20,16 @@ from fate_flow.entity.spec.dag import DAGSchema from fate_flow.db.base_models import DB from fate_flow.db.schedule_models import ScheduleJob, ScheduleTaskStatus +from fate_flow.entity.spec.dag._job import EngineRunSpec from fate_flow.entity.types import StatusSet, JobStatus, TaskStatus, EndStatus, InterruptStatus, ResourceOperation, \ - FederatedCommunicationType, AutoRerunStatus + FederatedCommunicationType, AutoRerunStatus, ComputingEngine, EngineType from fate_flow.entity.code import ReturnCode from fate_flow.errors.job import NoFoundJob from fate_flow.hub.flow_hub import FlowHub from fate_flow.hub.scheduler import JobSchedulerABC from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.runtime.job_default_config import JobDefaultConfig +from fate_flow.runtime.system_settings import ENGINES from fate_flow.scheduler.federated_scheduler import FederatedScheduler from fate_flow.utils import job_utils, schedule_utils, wraps_utils from fate_flow.utils.base_utils import current_timestamp, json_dumps @@ -100,6 +102,16 @@ def fill_default_job_parameters(cls, job_id: str, dag_schema: DAGSchema): if not dag_schema.dag.conf.auto_retries: dag_schema.dag.conf.auto_retries = JobDefaultConfig.auto_retries + @classmethod + def adapt_party_parameters(cls, dag_schema: DAGSchema): + task_cores = JobDefaultConfig.task_cores + if not dag_schema.dag.conf.engine: + engine_name = ENGINES.get(EngineType.COMPUTING).lower() + + if engine_name == ComputingEngine.STANDALONE: + if dag_schema.dag.conf.task_cores: + dag_schema.dag.conf.task_cores = task_cores + def run_do(self): # waiting schedule_logger().info("start schedule waiting jobs") diff --git a/python/fate_flow/manager/service/resource_manager.py b/python/fate_flow/manager/service/resource_manager.py index c2edbd577..9b219ee5f 100644 --- a/python/fate_flow/manager/service/resource_manager.py +++ b/python/fate_flow/manager/service/resource_manager.py @@ -39,8 +39,8 @@ def initialize(cls): @DB.connection_context() def register_engine(cls, engine_type, engine_name, engine_config): nodes = engine_config.get("nodes", 1) - cores = engine_config.get("cores_per_node", 0) * nodes * JobDefaultConfig.total_cores_overweight_percent - memory = engine_config.get("memory_per_node", 0) * nodes * JobDefaultConfig.total_memory_overweight_percent + cores = engine_config.get("cores_per_node", 0) * nodes + memory = engine_config.get("memory_per_node", 0) * nodes filters = [EngineRegistry.f_engine_type == engine_type, EngineRegistry.f_engine_name == engine_name] resources = EngineRegistry.select().where(*filters) if resources: diff --git a/python/fate_flow/runtime/job_default_config.py b/python/fate_flow/runtime/job_default_config.py index 93b83fa60..c5ba490b9 100644 --- a/python/fate_flow/runtime/job_default_config.py +++ b/python/fate_flow/runtime/job_default_config.py @@ -22,16 +22,8 @@ class JobDefaultConfig(ReloadConfigBase): - # component provider - default_component_provider_path = None - - # Resource - total_cores_overweight_percent = None - total_memory_overweight_percent = None task_parallelism = None task_cores = None - task_memory = None - max_cores_percent_per_job = None # scheduling remote_request_timeout = None diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index 103704fec..fbcd64081 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -57,7 +57,7 @@ def run_subprocess(job_id, config_dir, process_cmd, added_env: dict = None, log_ if added_env: for name, value in added_env.items(): if name.endswith("PATH") and subprocess_env.get(name) is not None: - value += ':' + subprocess_env[name] + value = subprocess_env[name] + ":" + value subprocess_env[name] = value logger.info(f"RUN ENV: {subprocess_env}") p = subprocess.Popen(process_cmd, From 63ebc0d9520d00ae7eff87078e9c5ef6cf7847fd Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 6 Jul 2023 19:01:09 +0800 Subject: [PATCH 152/482] fix parser bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/parser/default/_parser.py | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 7f7a56fff..445b5ce98 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -368,7 +368,7 @@ def _init_upstream_inputs(self, name, dag: DAGSpec): return for site_name, party_tasks_spec in party_tasks.items(): - if name not in party_tasks_spec.tasks: + if not party_tasks_spec.tasks or name not in party_tasks_spec.tasks: continue party_task_spec = party_tasks_spec.tasks[name] if not party_task_spec.inputs: @@ -490,22 +490,22 @@ def _init_task_runtime_parameters_and_conf(self, task_name: str, dag_schema: DAG if dag.party_tasks: party_tasks = dag.party_tasks for site_name, party_tasks_spec in party_tasks.items(): - if task_name not in party_tasks_spec.tasks: + if party_tasks_spec.conf: + for party in party_tasks_spec.parties: + if party.role in task_parameters: + for party_id in party.party_id: + task_conf[party.role][party_id].update(party_tasks_spec.conf) + + if not party_tasks_spec.tasks or task_name not in party_tasks_spec.tasks: continue - party_task_conf = copy.deepcopy(global_task_conf) - if party_task_conf.conf: - party_task_conf.update(party_tasks_spec.conf) party_parties = party_tasks_spec.parties party_task_spec = party_tasks_spec.tasks[task_name] - if party_task_spec.conf: - _conf = copy.deepcopy(party_task_spec.conf) - party_task_conf = _conf.update(party_task_conf) for party in party_parties: if party.role in task_parameters: for party_id in party.party_id: - task_conf[party.role][party_id].update(party_task_conf) + task_conf[party.role][party_id].update(party_task_spec.conf) parameters = party_task_spec.parameters From e5467909d128f46214a6b667e11701ac8ab7ab13 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 6 Jul 2023 19:01:23 +0800 Subject: [PATCH 153/482] fix component wraps bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/components_wraps/default/_wraps.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 56dafddaf..2915d8df7 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -479,6 +479,8 @@ def _intput_model_artifacts(self, key, channel): os.makedirs(input_model_base, exist_ok=True) _io = io.BytesIO() resp = self.mlmd.download_model(**query_field) + if resp.headers.get('content-type') == 'application/json': + raise RuntimeError(f"Download model failed, {resp.text}") try: for chunk in resp.iter_content(1024): if chunk: From 8a2d7342fbafc57f37e5bcb1d4d2eaf41716121d Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 10 Jul 2023 11:26:31 +0800 Subject: [PATCH 154/482] Upload supports sample id not in the 0th column Signed-off-by: zhihuiwan <15779896112@163.com> --- .../fate_flow/components/components/upload.py | 55 ++++++++++++++----- .../fate_flow/controller/task_controller.py | 4 ++ 2 files changed, 46 insertions(+), 13 deletions(-) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index e6c9a66f8..759e7a6f3 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -197,24 +197,25 @@ def save_data_table(self, job_id): return table_count def update_schema(self, fp): + id_index = 0 read_status = False if self.parameters.head is True: data_head = fp.readline() - self.update_table_meta(data_head) + id_index = self.update_table_meta(data_head) read_status = True else: - # self.update_table_schema() pass - return read_status + return id_index, read_status def upload_file(self, input_file, job_id, input_feature_count=None, table=None): if not table: table = self.table part_of_data = [] with open(input_file, "r") as fp: - if self.update_schema(fp): + id_index, read_status = self.update_schema(fp) + if read_status: input_feature_count -= 1 - self.table.put_all(self.kv_generator(input_feature_count, fp, job_id, part_of_data)) + self.table.put_all(self.kv_generator(input_feature_count, fp, job_id, part_of_data, id_index=id_index)) table.meta.update_metas(part_of_data=part_of_data) def get_line(self): @@ -225,14 +226,23 @@ def get_line(self): return line @staticmethod - def get_data_line(values, delimiter, **kwargs): - return values[0], delimiter.join(list(map(str, values[1:]))) + def get_data_line(values, delimiter, id_index, **kwargs): + if id_index: + k = values[id_index] + v = delimiter.join([ + delimiter.join(values[:id_index]), + delimiter.join(values[id_index + 1:]) + ]).strip(delimiter) + else: + k = values[0] + v = delimiter.join(list(map(str, values[1:]))) + return k, v @staticmethod - def get_sid_data_line(values, delimiter, fate_uuid, line_index): + def get_sid_data_line(values, delimiter, fate_uuid, line_index, **kwargs): return fate_uuid + str(line_index), delimiter.join(list(map(str, values[:]))) - def kv_generator(self, input_feature_count, fp, job_id, part_of_data): + def kv_generator(self, input_feature_count, fp, job_id, part_of_data, id_index): fate_uuid = uuid.uuid1().hex get_line = self.get_line() line_index = 0 @@ -247,6 +257,7 @@ def kv_generator(self, input_feature_count, fp, job_id, part_of_data): line_index=line_index, delimiter=self.parameters.meta.delimiter, fate_uuid=fate_uuid, + id_index=id_index ) yield k, v line_index += 1 @@ -272,21 +283,39 @@ def get_count(self, input_file): def update_table_meta(self, data_head): logging.info(f"data head: {data_head}") - schema = self.get_header_schema( + update_schema, id_index = self.get_header_schema( header_line=data_head ) self.data_meta.update(self.parameters.meta.to_dict()) - self.data_meta.update(schema) + self.data_meta.update(update_schema) self.table.meta.update_metas(data_meta=self.data_meta) + return id_index def get_header_schema(self, header_line): delimiter = self.parameters.meta.delimiter sample_id_name = self.parameters.meta.sample_id_name + sample_id_index = 0 if self.parameters.extend_sid: sample_id_name = "extend_sid" header = delimiter.join([sample_id_name, header_line]).strip() else: + header_list = header_line.split(delimiter) if not sample_id_name: - sample_id_name = header_line.split(delimiter)[0] + # default set sample_id_index = 0 + sample_id_name = header_list[0] + else: + if sample_id_name not in header_line: + raise RuntimeError(f"No found sample id {sample_id_name} in header") + sample_id_index = header_list.index(sample_id_name) + if sample_id_index > 0: + header_line = self.join_in_index_line(delimiter, header_list, sample_id_index) header = header_line.strip() - return {'header': header, "sample_id_name": sample_id_name} + return {'header': header, "sample_id_name": sample_id_name}, sample_id_index + + @staticmethod + def join_in_index_line(delimiter, values, id_index): + return delimiter.join([ + values[id_index], + delimiter.join(values[:id_index]), + delimiter.join(values[id_index + 1:]) + ]).strip(delimiter) diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index b374c2cc7..ac2cb116b 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -24,6 +24,7 @@ from fate_flow.hub.flow_hub import FlowHub from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.manager.service.worker_manager import WorkerManager +from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.scheduler.federated_scheduler import FederatedScheduler from fate_flow.entity.types import EndStatus, TaskStatus, FederatedCommunicationType from fate_flow.entity.code import FederatedSchedulingStatusCode @@ -91,6 +92,9 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task.f_execution_id = execution_id task.f_provider_name = task_parser.provider task.f_sync_type = dag_schema.dag.conf.sync_type + if role == "local": + task.f_run_ip = RuntimeConfig.JOB_SERVER_HOST + task.f_run_port = RuntimeConfig.HTTP_PORT JobSaver.create_task(task.to_human_model_dict()) @staticmethod From 8ce60cb432545974c2e74720f5512ac2f6ebb70a Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 10 Jul 2023 11:31:44 +0800 Subject: [PATCH 155/482] fix dag parser Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/parser/default/_parser.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 445b5ce98..5b0bb80d0 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -501,11 +501,11 @@ def _init_task_runtime_parameters_and_conf(self, task_name: str, dag_schema: DAG party_parties = party_tasks_spec.parties party_task_spec = party_tasks_spec.tasks[task_name] - - for party in party_parties: - if party.role in task_parameters: - for party_id in party.party_id: - task_conf[party.role][party_id].update(party_task_spec.conf) + if party_task_spec.conf: + for party in party_parties: + if party.role in task_parameters: + for party_id in party.party_id: + task_conf[party.role][party_id].update(party_task_spec.conf) parameters = party_task_spec.parameters From f0852a4ab31b0304c43fc8731f9bd5c9d0c7cb94 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 10 Jul 2023 16:28:02 +0800 Subject: [PATCH 156/482] update federated exception ret Signed-off-by: zhihuiwan <15779896112@163.com> --- python/ofx/api/models/resource.py | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/python/ofx/api/models/resource.py b/python/ofx/api/models/resource.py index 9d0e348f5..09b090f1e 100644 --- a/python/ofx/api/models/resource.py +++ b/python/ofx/api/models/resource.py @@ -176,8 +176,10 @@ def remote_on_grpc_proxy(job_id, method, host, port, endpoint, src_party_id, des if t >= try_times - 1: raise e else: - return json.loads(bytes.decode(_return.body.value)) - # return json.loads(bytes.decode(_return.payload)) + try: + return json.loads(bytes.decode(_return.body.value)) + except Exception: + raise RuntimeError(bytes.decode(_return.body.value)) finally: channel.close() @@ -204,7 +206,10 @@ def remote_on_grpc_osx(job_id, method, host, port, endpoint, src_party_id, dest_ if t >= try_times - 1: raise Exception(str(e)) else: - return json.loads(bytes.decode(_return.payload)) + try: + return json.loads(bytes.decode(_return.payload)) + except Exception: + raise RuntimeError(bytes.decode(_return.payload)) finally: channel.close() From cfe464c31250e8926b4663b5241af38f9378b8b8 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 10 Jul 2023 16:40:25 +0800 Subject: [PATCH 157/482] Handle scenario where input artifact is empty Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/components_wraps/default/_wraps.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 2915d8df7..fc68c2af6 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -293,7 +293,6 @@ def _preprocess_input_artifacts(self): input_artifacts = {} if self.config.input_artifacts.data: for _k, _channels in self.config.input_artifacts.data.items(): - input_artifacts[_k] = None if isinstance(_channels, list): input_artifacts[_k] = [] for _channel in _channels: @@ -302,10 +301,11 @@ def _preprocess_input_artifacts(self): input_artifacts[_k].append(_artifacts) else: input_artifacts[_k] = self._intput_data_artifacts(_k, _channels) + if not input_artifacts[_k]: + input_artifacts.pop(_k) if self.config.input_artifacts.model: for _k, _channels in self.config.input_artifacts.model.items(): - input_artifacts[_k] = None if isinstance(_channels, list): input_artifacts[_k] = [] for _channel in _channels: From d532421f274a3808aaaca429ca8a15a890857e70 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 10 Jul 2023 17:25:59 +0800 Subject: [PATCH 158/482] adjust log dir Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/db/base_models.py | 2 -- python/fate_flow/engine/backend/_base.py | 1 - .../manager/service/worker_manager.py | 10 ++++---- python/fate_flow/utils/process_utils.py | 23 +++++++------------ 4 files changed, 13 insertions(+), 23 deletions(-) diff --git a/python/fate_flow/db/base_models.py b/python/fate_flow/db/base_models.py index 77a320e7a..e60cd74aa 100644 --- a/python/fate_flow/db/base_models.py +++ b/python/fate_flow/db/base_models.py @@ -189,10 +189,8 @@ def __init__(self): from playhouse.apsw_ext import APSWDatabase self.database_connection = APSWDatabase(SQLITE_PATH) RuntimeConfig.init_config(USE_LOCAL_DATABASE=True) - LOGGER.info('init sqlite database on standalone mode successfully') else: self.database_connection = PooledMySQLDatabase(db_name, **database_config) - LOGGER.info('init mysql database on cluster mode successfully') class DatabaseLock: diff --git a/python/fate_flow/engine/backend/_base.py b/python/fate_flow/engine/backend/_base.py index be7ec5742..2a912a9bc 100644 --- a/python/fate_flow/engine/backend/_base.py +++ b/python/fate_flow/engine/backend/_base.py @@ -81,7 +81,6 @@ def cleanup(cls, provider_name, task_info, config): ) p.wait() logging.info(f"clean success") - logging.debug(f"clean stderr: {p.stderr}") @staticmethod def generate_component_run_cmd(provider_name, output_path=""): diff --git a/python/fate_flow/manager/service/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py index 01beed73d..850613600 100644 --- a/python/fate_flow/manager/service/worker_manager.py +++ b/python/fate_flow/manager/service/worker_manager.py @@ -35,7 +35,7 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa if not extra_env: extra_env = {} worker_id = uuid1().hex - config_dir, log_dir = cls.get_process_dirs( + config_dir, std_dir = cls.get_process_dirs( job_id=task_info.get("job_id"), role=task_info.get("role"), party_id=task_info.get("party_id"), @@ -52,8 +52,8 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa process_cmd = [os.getenv("EXECUTOR_ENV") or sys.executable or "python3"] process_cmd.extend(common_cmd) p = process_utils.run_subprocess(job_id=task_info.get("job_id"), config_dir=config_dir, process_cmd=process_cmd, - added_env=extra_env, log_dir=log_dir, cwd_dir=config_dir, - process_name=worker_name.value, process_id=worker_id) + added_env=extra_env, std_dir=std_dir, cwd_dir=config_dir, + process_name=worker_name.value) if record: cls.save_worker_info(task_info=task_info, worker_name=worker_name, worker_id=worker_id, run_ip=RuntimeConfig.JOB_SERVER_HOST, run_pid=p.pid, config=task_parameters, @@ -71,9 +71,9 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa @classmethod def get_process_dirs(cls, job_id, role, party_id, task_name, task_version): config_dir = job_utils.get_job_directory(job_id, role, party_id, task_name, str(task_version)) - log_dir = job_utils.get_job_log_directory(job_id, role, party_id, task_name, "process") + std_dir = job_utils.get_job_log_directory(job_id, role, party_id, task_name, "stdout") os.makedirs(config_dir, exist_ok=True) - return config_dir, log_dir + return config_dir, std_dir @classmethod def get_config(cls, config_dir, config): diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index fbcd64081..14e31c7d5 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -30,17 +30,17 @@ stat_logger = getLogger() -def run_subprocess(job_id, config_dir, process_cmd, added_env: dict = None, log_dir=None, cwd_dir=None, process_name="", process_id=""): +def run_subprocess(job_id, config_dir, process_cmd, process_name, added_env: dict = None, std_dir=None, cwd_dir=None): logger = schedule_logger(job_id) if job_id else stat_logger process_cmd = [str(cmd) for cmd in process_cmd] logger.info("start process command: \n{}".format(" ".join(process_cmd))) os.makedirs(config_dir, exist_ok=True) - if not log_dir: - log_dir = config_dir - if log_dir: - os.makedirs(log_dir, exist_ok=True) - std_path = get_std_path(log_dir=log_dir, process_name=process_name, process_id=process_id) + os.makedirs(std_dir, exist_ok=True) + if not std_dir: + std_dir = config_dir + std_path = get_std_path(std_dir=std_dir, process_name=process_name) + std = open(std_path, 'w') pid_path = os.path.join(config_dir, "pid", f"{process_name}") os.makedirs(os.path.dirname(pid_path), exist_ok=True) @@ -130,15 +130,8 @@ def check_process_by_cmdline(actual: list, expected: list): return True -def get_std_path(log_dir, process_name="", process_id=""): - std_log_path = f"{process_name}_{process_id}_{SUBPROCESS_STD_LOG_NAME}" if process_name else SUBPROCESS_STD_LOG_NAME - return os.path.join(log_dir, std_log_path) - - -def get_subprocess_std(log_dir, process_name="", process_id=""): - with open(get_std_path(log_dir, process_name, process_id), "r") as fr: - text = fr.read() - return text +def get_std_path(std_dir, process_name): + return os.path.join(std_dir, process_name) def wait_child_process(signum, frame): From 7b8c04e0a4bc84af144e029e6096942c4a6e661d Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 11 Jul 2023 14:11:22 +0800 Subject: [PATCH 159/482] update resource manager and task run params Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/job_default_config.yaml | 53 +++----- python/fate_flow/controller/job_controller.py | 9 +- .../fate_flow/controller/task_controller.py | 27 ++-- python/fate_flow/db/db_models.py | 5 +- python/fate_flow/engine/backend/_eggroll.py | 12 +- python/fate_flow/engine/backend/_spark.py | 11 +- python/fate_flow/entity/spec/dag/_job.py | 13 +- python/fate_flow/entity/spec/dag/_task.py | 1 + .../hub/components_wraps/default/_wraps.py | 17 ++- .../fate_flow/hub/parser/default/_parser.py | 4 +- python/fate_flow/hub/scheduler/__init__.py | 5 + .../hub/scheduler/default/_scheduler.py | 122 ++++++++++-------- .../manager/service/resource_manager.py | 42 ++---- .../fate_flow/runtime/job_default_config.py | 20 +-- python/fate_flow/runtime/system_settings.py | 2 + python/fate_flow/utils/job_utils.py | 24 +++- 16 files changed, 182 insertions(+), 185 deletions(-) diff --git a/conf/job_default_config.yaml b/conf/job_default_config.yaml index 1f1faad76..8b81623ae 100644 --- a/conf/job_default_config.yaml +++ b/conf/job_default_config.yaml @@ -1,41 +1,22 @@ # resource -task_parallelism: 1 -task_cores: 4 - -# scheduling +job_cores: 4 +task_run: + spark: + num-executors: 2 + executor-cores: 2 + eggroll: + eggroll.session.processors.per.node: 4 + standalone: + cores: 4 job_timeout: 259200 # s remote_request_timeout: 30000 # ms federated_command_trys: 3 -end_status_job_scheduling_time_limit: 300000 # ms -end_status_job_scheduling_updates: 1 -auto_retries: 1 -auto_retry_delay: 1 #seconds -# It can also be specified in the job configuration using the sync_type parameter +auto_retries: 0 sync_type: callback # poll or callback -detect_connect_max_retry_count: 3 -detect_connect_long_retry_count: 2 - -# upload -upload_block_max_bytes: 104857600 # bytes - -#component output -output_data_summary_count_limit: 100 - -task_default_conf: - logger: - type: flow - metadata: - level: DEBUG - debug_mode: true - device: - type: CPU - output: - data: - type: directory - format: dataframe - model: - type: directory - format: json - metric: - type: directory - format: json +task_logger: + type: flow + metadata: + level: DEBUG + debug_mode: true +task_device: + type: CPU diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 681dae70d..25a87eb6f 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -28,6 +28,7 @@ from fate_flow.manager.service.output_manager import OutputDataTracking from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver +from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.scheduler.federated_scheduler import FederatedScheduler from fate_flow.runtime.system_settings import PARTY_ID, LOG_DIR, LOCAL_PARTY_ID from fate_flow.utils.base_utils import current_timestamp @@ -102,10 +103,12 @@ def create_job(cls, dag_schema: dict, job_id: str, role: str, party_id: str): "model_id": dag_schema.dag.conf.model_id, "model_version": dag_schema.dag.conf.model_version } - if dag_schema.dag.conf.inheritance: - job_info.update({"inheritance": dag_schema.dag.conf.inheritance.dict()}) + party_parameters, task_run, task_cores = RuntimeConfig.SCHEDULER.adapt_party_parameters(dag_schema, role) + schedule_logger(job_id).info(f"party_job_parameters: {party_parameters}") + schedule_logger(job_id).info(f"role {role} party_id {party_id} task run: {task_run}, task cores {task_cores}") + job_info.update(party_parameters) JobSaver.create_job(job_info=job_info) - TaskController.create_tasks(job_id, role, party_id, dag_schema) + TaskController.create_tasks(job_id, role, party_id, dag_schema, task_run=task_run, task_cores=task_cores) @classmethod def start_job(cls, job_id, role, party_id, extra_info=None): diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index ac2cb116b..513f21544 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -38,16 +38,19 @@ class TaskController(object): INITIATOR_COLLECT_FIELDS = ["status", "party_status", "start_time", "update_time", "end_time", "elapsed"] @classmethod - def create_tasks(cls, job_id: str, role: str, party_id: str, dag_schema: DAGSchema, is_scheduler=False): + def create_tasks(cls, job_id: str, role: str, party_id: str, dag_schema: DAGSchema, task_run=None, task_cores=None, + is_scheduler=False): schedule_logger(job_id).info(f"start create {'scheduler' if is_scheduler else 'partner'} tasks ...") job_parser = FlowHub.load_job_parser(dag_schema) task_list = job_parser.topological_sort() for task_name in task_list: - cls.create_task(job_id, role, party_id, task_name, dag_schema, job_parser, is_scheduler) + cls.create_task(job_id, role, party_id, task_name, dag_schema, job_parser, task_run=task_run, + is_scheduler=is_scheduler, task_cores=task_cores) schedule_logger(job_id).info("create tasks success") @classmethod - def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, is_scheduler, task_version=0): + def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, is_scheduler, task_run=None, + task_cores=None, task_version=0): task_id = job_utils.generate_task_id(job_id=job_id, component_name=task_name) execution_id = job_utils.generate_session_id(task_id, task_version, role, party_id) task_node = job_parser.get_task_node(task_name=task_name) @@ -59,6 +62,7 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, need_run = task_parser.need_run schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} need run status {need_run}") task_parameters = task_parser.task_parameters + task_parameters.engine_run = task_run schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} task_parameters" f" {task_parameters.dict()}, provider: {task_parser.provider}") if is_scheduler: @@ -92,6 +96,8 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task.f_execution_id = execution_id task.f_provider_name = task_parser.provider task.f_sync_type = dag_schema.dag.conf.sync_type + task.f_task_run = task_run + task.f_task_cores = task_cores if role == "local": task.f_run_ip = RuntimeConfig.JOB_SERVER_HOST task.f_run_port = RuntimeConfig.HTTP_PORT @@ -143,17 +149,6 @@ def start_task(cls, job_id, role, party_id, task_id, task_version): try: task = JobSaver.query_task(task_id=task_id, task_version=task_version, role=role, party_id=party_id)[0] run_parameters = task.f_component_parameters - # update runtime parameters - job = JobSaver.query_job(job_id=job_id, role=role, party_id=party_id)[0] - dag_schema = DAGSchema(**job.f_dag) - job_parser = FlowHub.load_job_parser(dag_schema) - task_node = job_parser.get_task_node(task_name=task.f_task_name) - task_parser = job_parser.task_parser( - task_node=task_node, job_id=job_id, task_name=task.f_task_name, role=role, - party_id=party_id, parties=dag_schema.dag.parties, model_id=dag_schema.dag.conf.model_id, - model_version=dag_schema.dag.conf.model_version - ) - # task_parser.update_runtime_artifacts(run_parameters) schedule_logger(job_id).info(f"task run parameters: {run_parameters}") task_executor_process_start_status = False @@ -201,8 +196,8 @@ def create_new_version_task(cls, task: Task, new_version): dag_schema = DAGSchema(**jobs[0].f_dag) job_parser = FlowHub.load_job_parser(dag_schema) cls.create_task( - task.f_job_id, task.f_role, task.f_party_id, task.f_task_name, dag_schema, job_parser, is_scheduler=False, - task_version=new_version + task.f_job_id, task.f_role, task.f_party_id, task.f_task_name, dag_schema, job_parser, + task_run=task.f_task_run, task_cores=task.f_task_cores, is_scheduler=False, task_version=new_version ) @classmethod diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index 24fe81716..a692064a9 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -42,7 +42,6 @@ class Job(DataBaseModel): f_model_version = IntegerField(null=True, default=0) f_engine_name = CharField(max_length=50, null=True) - f_engine_type = CharField(max_length=10, null=True) f_cores = IntegerField(default=0) f_memory = IntegerField(default=0) # MB f_remaining_cores = IntegerField(default=0) @@ -75,6 +74,9 @@ class Task(DataBaseModel): f_status = CharField(max_length=50, index=True) f_status_code = IntegerField(null=True) f_component_parameters = JSONField(null=True) + f_task_run = JSONField(null=True) + f_memory = IntegerField(default=0) + f_task_cores = IntegerField(default=0) f_worker_id = CharField(null=True, max_length=100) f_cmd = JSONField(null=True) @@ -127,7 +129,6 @@ class EngineRegistry(DataBaseModel): f_memory = IntegerField() # MB f_remaining_cores = IntegerField() f_remaining_memory = IntegerField() # MB - f_nodes = IntegerField() class Meta: db_table = "t_engine_registry" diff --git a/python/fate_flow/engine/backend/_eggroll.py b/python/fate_flow/engine/backend/_eggroll.py index c9e57cea4..0c419db78 100644 --- a/python/fate_flow/engine/backend/_eggroll.py +++ b/python/fate_flow/engine/backend/_eggroll.py @@ -14,16 +14,20 @@ # limitations under the License. # from fate_flow.engine.backend._base import LocalEngine -from fate_flow.entity.types import WorkerName +from fate_flow.entity.spec.dag import TaskConfigSpec +from fate_flow.entity.types import WorkerName, ComputingEngine from fate_flow.manager.service.worker_manager import WorkerManager class EggrollEngine(LocalEngine): - def run(self, task_info, run_parameters, provider_name, output_path): + def run(self, task_info, run_parameters, engine_run, provider_name, output_path): + parameters = TaskConfigSpec.parse_obj(run_parameters) + if parameters.conf.computing.type == ComputingEngine.EGGROLL: + # update eggroll options + parameters.conf.computing.metadata.options.update(engine_run) return WorkerManager.start_task_worker( worker_name=WorkerName.TASK_EXECUTE, - task_info=task_info, + task_info=parameters.dict(), common_cmd=self.generate_component_run_cmd(provider_name, output_path), task_parameters=run_parameters ) - diff --git a/python/fate_flow/engine/backend/_spark.py b/python/fate_flow/engine/backend/_spark.py index 4dfd9771d..1d438a1c3 100644 --- a/python/fate_flow/engine/backend/_spark.py +++ b/python/fate_flow/engine/backend/_spark.py @@ -24,7 +24,7 @@ class SparkEngine(LocalEngine): - def run(self, task_info, run_parameters, output_path, run_parameters_path, config_dir, log_dir, cwd_dir, provider_name, **kwargs): + def run(self, task_info, run_parameters, output_path, engine_run, run_parameters_path, config_dir, log_dir, cwd_dir, provider_name, **kwargs): # todo: get spark home from server registry spark_home = None if not spark_home: @@ -35,19 +35,18 @@ def run(self, task_info, run_parameters, output_path, run_parameters_path, confi raise RuntimeError("can not import pyspark") except Exception as e: raise RuntimeError("can not import pyspark") - spark_submit_config = run_parameters.get("conf", {}).get("computing", {}).get("metadata", {}).get("spark_run", {}) - deploy_mode = spark_submit_config.get("deploy-mode", "client") + deploy_mode = engine_run.get("deploy-mode", "client") if deploy_mode not in ["client"]: raise ValueError(f"deploy mode {deploy_mode} not supported") spark_submit_cmd = os.path.join(spark_home, "bin/spark-submit") process_cmd = [spark_submit_cmd, f"--name={task_info.get('task_id')}#{task_info.get('role')}"] - for k, v in spark_submit_config.items(): + for k, v in engine_run.items(): if k != "conf": process_cmd.append(f"--{k}={v}") - if "conf" in spark_submit_config: - for ck, cv in spark_submit_config["conf"].items(): + if "conf" in engine_run: + for ck, cv in engine_run["conf"].items(): process_cmd.append(f"--conf") process_cmd.append(f"{ck}={cv}") extra_env = {"SPARK_HOME": spark_home} diff --git a/python/fate_flow/entity/spec/dag/_job.py b/python/fate_flow/entity/spec/dag/_job.py index 69a01f734..725f1f016 100644 --- a/python/fate_flow/entity/spec/dag/_job.py +++ b/python/fate_flow/entity/spec/dag/_job.py @@ -39,13 +39,17 @@ class PartyTaskRefSpec(BaseModel): class PartyTaskSpec(BaseModel): parties: Optional[List[PartySpec]] - tasks: Dict[str, PartyTaskRefSpec] + tasks: Optional[Dict[str, PartyTaskRefSpec]] = {} conf: Optional[dict] +class EngineRunSpec(BaseModel): + name: str + conf: Optional[Dict] + + class TaskConfSpec(BaseModel): - task_cores: Optional[int] - engine: Optional[Dict[str, Any]] + run: Optional[Dict] provider: Optional[str] @@ -62,7 +66,7 @@ class PipelineModel(BaseModel): scheduler_party_id: Optional[str] initiator_party_id: Optional[str] inheritance: Optional[InheritConfSpec] - task_parallelism: Optional[int] + cores: Optional[int] task_cores: Optional[int] sync_type: Optional[Union[Literal["poll", "callback"]]] auto_retries: Optional[int] @@ -70,6 +74,7 @@ class PipelineModel(BaseModel): model_version: Optional[Union[str, int]] model_warehouse: Optional[PipelineModel] task: Optional[TaskConfSpec] + engine: Optional[EngineRunSpec] class DAGSpec(BaseModel): diff --git a/python/fate_flow/entity/spec/dag/_task.py b/python/fate_flow/entity/spec/dag/_task.py index f5f386bf0..0a2327405 100644 --- a/python/fate_flow/entity/spec/dag/_task.py +++ b/python/fate_flow/entity/spec/dag/_task.py @@ -41,6 +41,7 @@ class PreTaskConfigSpec(pydantic.BaseModel): input_artifacts: FlowRuntimeInputArtifacts = {} conf: TaskRuntimeConfSpec mlmd: MLMDSpec + engine_run: Optional[Dict[str, Any]] = {} class TaskConfigSpec(pydantic.BaseModel): diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index fc68c2af6..e9cee0d0a 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -141,6 +141,7 @@ def run_component(self, config): p = self.backend.run( provider_name=self.config.provider_name, task_info=self.task_info, + engine_run=self.config.engine_run, run_parameters=task_parameters, output_path=task_result ) @@ -189,7 +190,6 @@ def push_output(self, output_meta: ComponentOutputMeta): else: output_metric = ArtifactOutputSpec(**metrics) self._push_metric(key, output_metric) - # self.report_status(output_meta.status.code, output_meta.status.exceptions) def _push_data(self, output_key, output_datas: List[ArtifactOutputSpec]): logging.info("save data") @@ -215,7 +215,7 @@ def _push_data(self, output_key, output_datas: List[ArtifactOutputSpec]): index=index, partitions=DEFAULT_OUTPUT_DATA_PARTITIONS ) - logging.info(resp.text) + self.log_response(resp, req_info="save data tracking") def _push_model(self, output_key, output_models: List[ArtifactOutputSpec]): logging.info("save model") @@ -253,7 +253,7 @@ def _push_model(self, output_key, output_models: List[ArtifactOutputSpec]): fp=tar_io, type_name=type_name ) - logging.info(resp.text) + self.log_response(resp, req_info="save model") @staticmethod def _tar_model(tar_io, path): @@ -280,12 +280,19 @@ def _push_metric(self, output_key, output_metric: ArtifactOutputSpec): execution_id=self.config.party_task_id, data=data ) - logging.info(resp.text) + self.log_response(resp, req_info="save metric") else: logging.warning(f"Metric path no found: {_path}") else: raise ValueError(f"Engine {engine} is not supported") + @staticmethod + def log_response(resp, req_info): + try: + logging.info(resp.json()) + except Exception: + logging.exception(f"{req_info}: {resp.text}") + def _default_output_info(self): return f"output_data_{self.config.task_id}_{self.config.task_version}", uuid.uuid1().hex @@ -540,7 +547,7 @@ def report_status(self, code, error=""): status=TaskStatus.FAILED, error=error ) - logging.info(resp.text) + self.log_response(resp, req_info="report status") @staticmethod def task_end_with_success(code): diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 5b0bb80d0..e4d93b8d6 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -197,7 +197,7 @@ def generate_mlmd(): }) def generate_logger_conf(self): - logger_conf = JobDefaultConfig.task_default_conf.get("logger") + logger_conf = JobDefaultConfig.task_logger log_dir = job_utils.get_job_log_directory(self.job_id, self.role, self.party_id, self.task_name) if logger_conf.get("metadata"): logger_conf.get("metadata").update({"basepath": log_dir}) @@ -205,7 +205,7 @@ def generate_logger_conf(self): @staticmethod def generate_device(): - return JobDefaultConfig.task_default_conf.get("device") + return JobDefaultConfig.task_device def generate_computing_conf(self): if ENGINES.get(EngineType.COMPUTING).lower() == ComputingEngine.STANDALONE: diff --git a/python/fate_flow/hub/scheduler/__init__.py b/python/fate_flow/hub/scheduler/__init__.py index 07a29fa01..5837285fc 100644 --- a/python/fate_flow/hub/scheduler/__init__.py +++ b/python/fate_flow/hub/scheduler/__init__.py @@ -54,3 +54,8 @@ def rerun_job(cls, job_id: str, auto: bool, tasks=None): """ + @classmethod + def adapt_party_parameters(cls, dag_schema, role): + """ + """ + diff --git a/python/fate_flow/hub/scheduler/default/_scheduler.py b/python/fate_flow/hub/scheduler/default/_scheduler.py index c9e5b4114..54173e368 100644 --- a/python/fate_flow/hub/scheduler/default/_scheduler.py +++ b/python/fate_flow/hub/scheduler/default/_scheduler.py @@ -13,14 +13,14 @@ # See the License for the specific language governing permissions and # limitations under the License. # +from copy import deepcopy + from pydantic import typing from fate_flow.controller.task_controller import TaskController from fate_flow.entity.code import SchedulingStatusCode, FederatedSchedulingStatusCode from fate_flow.entity.spec.dag import DAGSchema -from fate_flow.db.base_models import DB from fate_flow.db.schedule_models import ScheduleJob, ScheduleTaskStatus -from fate_flow.entity.spec.dag._job import EngineRunSpec from fate_flow.entity.types import StatusSet, JobStatus, TaskStatus, EndStatus, InterruptStatus, ResourceOperation, \ FederatedCommunicationType, AutoRerunStatus, ComputingEngine, EngineType from fate_flow.entity.code import ReturnCode @@ -29,10 +29,10 @@ from fate_flow.hub.scheduler import JobSchedulerABC from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.runtime.job_default_config import JobDefaultConfig -from fate_flow.runtime.system_settings import ENGINES +from fate_flow.runtime.system_settings import ENGINES, COMPUTING_CONF, IGNORE_RESOURCE_ROLES from fate_flow.scheduler.federated_scheduler import FederatedScheduler from fate_flow.utils import job_utils, schedule_utils, wraps_utils -from fate_flow.utils.base_utils import current_timestamp, json_dumps +from fate_flow.utils.base_utils import json_dumps from fate_flow.utils.log_utils import schedule_logger, exception_to_trace_string @@ -41,7 +41,8 @@ class DAGScheduler(JobSchedulerABC): def submit(cls, dag_schema): dag_schema = DAGSchema(**dag_schema) job_id = job_utils.generate_job_id() - schedule_logger(job_id).info(f"submit job, dag {dag_schema.dag.dict()}, schema version {dag_schema.schema_version}") + schedule_logger(job_id).info( + f"submit job, dag {dag_schema.dag.dict()}, schema version {dag_schema.schema_version}") submit_result = { "job_id": job_id, "data": {} @@ -103,14 +104,47 @@ def fill_default_job_parameters(cls, job_id: str, dag_schema: DAGSchema): dag_schema.dag.conf.auto_retries = JobDefaultConfig.auto_retries @classmethod - def adapt_party_parameters(cls, dag_schema: DAGSchema): - task_cores = JobDefaultConfig.task_cores - if not dag_schema.dag.conf.engine: - engine_name = ENGINES.get(EngineType.COMPUTING).lower() + def adapt_party_parameters(cls, dag_schema: DAGSchema, role): + cores, task_run, task_cores = cls.calculate_resource(dag_schema, role) + job_info = {"cores": cores, "remaining_cores": cores} + if dag_schema.dag.conf.inheritance: + job_info.update({"inheritance": dag_schema.dag.conf.inheritance.dict()}) + return job_info, task_run, task_cores - if engine_name == ComputingEngine.STANDALONE: - if dag_schema.dag.conf.task_cores: - dag_schema.dag.conf.task_cores = task_cores + @classmethod + def calculate_resource(cls, dag_schema: DAGSchema, role): + cores = dag_schema.dag.conf.cores if dag_schema.dag.conf.cores else JobDefaultConfig.job_cores + task_run = dag_schema.dag.conf.task.run + if not task_run: + task_run = {} + task_cores = cores + default_task_run = deepcopy(JobDefaultConfig.task_run.get(ENGINES.get(EngineType.COMPUTING), {})) + if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.SPARK: + if "num-executors" not in task_run: + task_run["num-executors"] = default_task_run.get("num-executors") + if "executor-cores" not in task_run: + task_run["executor-cores"] = default_task_run.get("executor-cores") + task_cores = int(task_run.get("num-executors")) * (task_run.get("executor-cores")) + if task_cores > cores: + cores = task_cores + if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.EGGROLL: + if "eggroll.session.processors.per.node" not in task_run: + task_run["eggroll.session.processors.per.node"] = \ + default_task_run.get("eggroll.session.processors.per.node") + task_cores = int(task_run.get("eggroll.session.processors.per.node")) * COMPUTING_CONF.get( + ComputingEngine.EGGROLL).get("nodes") + if task_cores > cores: + cores = task_cores + if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.STANDALONE: + if "cores" not in task_run: + task_run["cores"] = default_task_run.get("cores") + task_cores = int(task_run.get("cores")) + if task_cores > cores: + cores = task_cores + if role == IGNORE_RESOURCE_ROLES: + cores = 0 + task_cores = 0 + return cores, task_run, task_cores def run_do(self): # waiting @@ -171,27 +205,6 @@ def run_do(self): schedule_logger(job.f_job_id).error("schedule job failed") schedule_logger().info("schedule rerun jobs finished") - # end - schedule_logger().info("start schedule end status jobs to update status") - jobs = ScheduleJobSaver.query_job(status=set(EndStatus.status_list()), - end_time=[current_timestamp() - JobDefaultConfig.end_status_job_scheduling_time_limit, - current_timestamp()]) - schedule_logger().info(f"have {len(jobs)} end status jobs") - for job in jobs: - schedule_logger().info(f"schedule end status job {job.f_job_id}") - try: - update_status = self.end_scheduling_updates(job_id=job.f_job_id) - if update_status: - schedule_logger(job.f_job_id).info("try update status by scheduling like running job") - else: - schedule_logger(job.f_job_id).info("the number of updates has been exceeded") - continue - self.schedule_running_job(job=job, force_sync_status=True, lock=True) - except Exception as e: - schedule_logger(job.f_job_id).exception(e) - schedule_logger(job.f_job_id).error("schedule job failed") - schedule_logger().info("schedule end status jobs finished") - @classmethod def apply_job_resource(cls, job): apply_status_code, federated_response = FederatedScheduler.resource_for_job( @@ -217,7 +230,7 @@ def rollback_job_resource(cls, job, federated_response): else: failed_party.append({"role": dest_role, "party_id": [dest_party_id]}) schedule_logger(job.f_job_id).info("job apply resource failed on {}, rollback {}".format(failed_party, - rollback_party)) + rollback_party)) if rollback_party: return_status_code, federated_response = FederatedScheduler.resource_for_job( job_id=job.f_job_id, @@ -249,12 +262,14 @@ def schedule_running_job(self, job: ScheduleJob, force_sync_status=False): tasks_status = dict([(task.f_task_name, task.f_status) for task in tasks]) schedule_logger(job_id=job.f_job_id).info(f"task_scheduling_status_code: {task_scheduling_status_code}, " f"tasks_status: {tasks_status.values()}") - new_job_status = self.calculate_job_status(task_scheduling_status_code=task_scheduling_status_code, tasks_status=tasks_status.values()) + new_job_status = self.calculate_job_status(task_scheduling_status_code=task_scheduling_status_code, + tasks_status=tasks_status.values()) if new_job_status == JobStatus.WAITING and job.f_cancel_signal: new_job_status = JobStatus.CANCELED total, finished_count = self.calculate_job_progress(tasks_status=tasks_status) new_progress = float(finished_count) / total * 100 - schedule_logger(job.f_job_id).info(f"job status is {new_job_status}, calculate by task status list: {tasks_status}") + schedule_logger(job.f_job_id).info( + f"job status is {new_job_status}, calculate by task status list: {tasks_status}") if new_job_status != job.f_status or new_progress != job.f_progress: # Make sure to update separately, because these two fields update with anti-weight logic if int(new_progress) - job.f_progress > 0: @@ -315,10 +330,12 @@ def calculate_job_status(cls, task_scheduling_status_code, tasks_status): return JobStatus.RUNNING else: pass - for status in sorted(InterruptStatus.status_list(), key=lambda s: StatusSet.get_level(status=s), reverse=True): + for status in sorted(InterruptStatus.status_list(), key=lambda s: StatusSet.get_level(status=s), + reverse=True): if status in tmp_status_set: return status - if tmp_status_set == {TaskStatus.WAITING, TaskStatus.SUCCESS} and task_scheduling_status_code == SchedulingStatusCode.NO_NEXT: + if tmp_status_set == {TaskStatus.WAITING, + TaskStatus.SUCCESS} and task_scheduling_status_code == SchedulingStatusCode.NO_NEXT: return JobStatus.CANCELED raise Exception("calculate job status failed, all task status: {}".format(tasks_status)) @@ -365,18 +382,6 @@ def stop_job(cls, job_id, stop_status): else: raise NoFoundJob(job_id=job_id) - @classmethod - @DB.connection_context() - def end_scheduling_updates(cls, job_id): - operate = ScheduleJob.update({ - ScheduleJob.f_end_scheduling_updates: ScheduleJob.f_end_scheduling_updates + 1} - ).where( - ScheduleJob.f_job_id == job_id, - ScheduleJob.f_end_scheduling_updates < JobDefaultConfig.end_status_job_scheduling_updates - ) - update_status = operate.execute() > 0 - return update_status - @classmethod def update_job_on_scheduler(cls, schedule_job: ScheduleJob, update_fields: list): schedule_logger(schedule_job.f_job_id).info(f"try to update job {update_fields} on scheduler") @@ -444,7 +449,7 @@ def schedule(cls, job): schedule_logger(job.f_job_id).info(f"sync task status {task.f_status} to {new_task_status}") task.f_status = new_task_status FederatedScheduler.sync_task_status(task_id=task.f_task_id, command_body={"status": task.f_status}) - ScheduleJobSaver.update_task_status(task.to_human_model_dict(), scheduler_status=True) + ScheduleJobSaver.update_task_status(task.to_human_model_dict(), scheduler_status=True) if InterruptStatus.contains(new_task_status): task_interrupt = True job_interrupt = True @@ -452,7 +457,7 @@ def schedule(cls, job): waiting_tasks[task.f_task_name] = task elif task_status_have_update and EndStatus.contains(task.f_status) or task_interrupt: schedule_logger(task.f_job_id).info(f"stop task with status: {task.f_status}") - FederatedScheduler.stop_task(task_id=task.f_task_id, command_body={"status": task.f_status}) + FederatedScheduler.stop_task(task_id=task.f_task_id, command_body={"status": task.f_status}) if not canceled and AutoRerunStatus.contains(task.f_status): if task.f_auto_retries > 0: auto_rerun_tasks.append(task) @@ -476,7 +481,8 @@ def schedule(cls, job): scheduling_status_code = SchedulingStatusCode.HAVE_NEXT status_code = cls.start_task(job=job, task=waiting_task) if status_code == SchedulingStatusCode.NO_RESOURCE: - schedule_logger(job.f_job_id).info(f"task {waiting_task.f_task_id} can not apply resource, wait for the next round of scheduling") + schedule_logger(job.f_job_id).info( + f"task {waiting_task.f_task_id} can not apply resource, wait for the next round of scheduling") break elif status_code == SchedulingStatusCode.FAILED: schedule_logger(job.f_job_id).info(f"task status code: {status_code}") @@ -555,7 +561,8 @@ def collect_task_of_all_party(cls, job, task, set_status=None): for _role in federated_response.keys(): for _party_id, party_response in federated_response[_role].items(): if party_response["code"] == ReturnCode.Base.SUCCESS: - schedule_logger(job.f_job_id).info(f"collect party id {_party_id} task info: {party_response['data']}") + schedule_logger(job.f_job_id).info( + f"collect party id {_party_id} task info: {party_response['data']}") ScheduleJobSaver.update_task_status(task_info=party_response["data"]) elif set_status: tmp_task_info = { @@ -573,7 +580,9 @@ def get_federated_task_status(cls, job_id, task_id, task_version): tasks_on_all_party = ScheduleJobSaver.query_task(task_id=task_id, task_version=task_version) tasks_party_status = [task.f_status for task in tasks_on_all_party] status = cls.calculate_multi_party_task_status(tasks_party_status) - schedule_logger(job_id=job_id).info("task {} {} status is {}, calculate by task party status list: {}".format(task_id, task_version, status, tasks_party_status)) + schedule_logger(job_id=job_id).info( + "task {} {} status is {}, calculate by task party status list: {}".format(task_id, task_version, status, + tasks_party_status)) return status @classmethod @@ -585,7 +594,8 @@ def calculate_multi_party_task_status(cls, tasks_party_status): if len(tmp_status_set) == 1: return tmp_status_set.pop() else: - for status in sorted(InterruptStatus.status_list(), key=lambda s: StatusSet.get_level(status=s), reverse=True): + for status in sorted(InterruptStatus.status_list(), key=lambda s: StatusSet.get_level(status=s), + reverse=True): if status in tmp_status_set: return status if TaskStatus.RUNNING in tmp_status_set: diff --git a/python/fate_flow/manager/service/resource_manager.py b/python/fate_flow/manager/service/resource_manager.py index 9b219ee5f..814387839 100644 --- a/python/fate_flow/manager/service/resource_manager.py +++ b/python/fate_flow/manager/service/resource_manager.py @@ -38,9 +38,8 @@ def initialize(cls): @classmethod @DB.connection_context() def register_engine(cls, engine_type, engine_name, engine_config): - nodes = engine_config.get("nodes", 1) - cores = engine_config.get("cores_per_node", 0) * nodes - memory = engine_config.get("memory_per_node", 0) * nodes + cores = engine_config.get("cores", 0) + memory = engine_config.get("memory", 0) filters = [EngineRegistry.f_engine_type == engine_type, EngineRegistry.f_engine_name == engine_name] resources = EngineRegistry.select().where(*filters) if resources: @@ -53,7 +52,6 @@ def register_engine(cls, engine_type, engine_name, engine_config): cores - resource.f_cores) update_fields[EngineRegistry.f_remaining_memory] = EngineRegistry.f_remaining_memory + ( memory - resource.f_memory) - update_fields[EngineRegistry.f_nodes] = nodes operate = EngineRegistry.update(update_fields).where(*filters) update_status = operate.execute() > 0 if update_status: @@ -71,14 +69,12 @@ def register_engine(cls, engine_type, engine_name, engine_config): resource.f_memory = memory resource.f_remaining_cores = cores resource.f_remaining_memory = memory - resource.f_nodes = nodes try: resource.save(force_insert=True) except Exception as e: stat_logger.warning(e) stat_logger.info(f"create {engine_type} engine {engine_name} registration information") - @classmethod def apply_for_job_resource(cls, job_id, role, party_id): return cls.resource_for_job(job_id=job_id, role=role, party_id=party_id, operation_type=ResourceOperation.APPLY) @@ -92,12 +88,11 @@ def return_job_resource(cls, job_id, role, party_id): @DB.connection_context() def resource_for_job(cls, job_id, role, party_id, operation_type: ResourceOperation): operate_status = False - cores, memory = cls.calculate_job_resource(job_id=job_id, role=role, party_id=party_id) + cores, memory = cls.query_job_resource(job_id=job_id, role=role, party_id=party_id) engine_name = ENGINES.get(EngineType.COMPUTING) try: with DB.atomic(): updates = { - Job.f_engine_type: EngineType.COMPUTING, Job.f_engine_name: engine_name, Job.f_cores: cores, Job.f_memory: memory, @@ -108,8 +103,6 @@ def resource_for_job(cls, job_id, role, party_id, operation_type: ResourceOperat Job.f_party_id == party_id, ] if operation_type is ResourceOperation.APPLY: - updates[Job.f_remaining_cores] = cores - updates[Job.f_remaining_memory] = memory updates[Job.f_resource_in_use] = True updates[Job.f_apply_resource_time] = base_utils.current_timestamp() filters.append(Job.f_resource_in_use == False) @@ -128,7 +121,6 @@ def resource_for_job(cls, job_id, role, party_id, operation_type: ResourceOperat memory=memory, operation_type=operation_type, ) - filters.append(EngineRegistry.f_engine_type == EngineType.COMPUTING) filters.append(EngineRegistry.f_engine_name == engine_name) operate = EngineRegistry.update(updates).where(*filters) apply_status = operate.execute() > 0 @@ -164,7 +156,7 @@ def return_task_resource(cls, **task_info): @classmethod @DB.connection_context() def resource_for_task(cls, task_info, operation_type): - cores_per_task, memory_per_task = cls.calculate_task_resource(task_info=task_info) + cores_per_task, memory_per_task = cls.query_task_resource(task_info=task_info) schedule_logger(task_info["job_id"]).info(f"cores_per_task:{cores_per_task}, memory_per_task:{memory_per_task}") if cores_per_task or memory_per_task: filters, updates = cls.update_resource_sql(resource_model=Job, @@ -196,30 +188,20 @@ def resource_for_task(cls, task_info, operation_type): return operate_status @classmethod - def calculate_job_resource(cls, job_id, role, party_id): - cores = 0 - memory = 0 - if role in IGNORE_RESOURCE_ROLES: - return cores, memory - task_cores, task_parallelism = job_utils.get_job_resource_info(job_id, role, party_id) - if not task_cores: - task_cores = JobDefaultConfig.task_cores - if not task_parallelism: - task_parallelism = JobDefaultConfig.task_parallelism - - cores = int(task_cores) * int(task_parallelism) - return cores, memory + def query_job_resource(cls, job_id, role, party_id): + cores, memory = job_utils.get_job_resource_info(job_id, role, party_id) + return int(cores), memory @classmethod - def calculate_task_resource(cls, task_info: dict = None): + def query_task_resource(cls, task_info: dict = None): cores_per_task = 0 memory_per_task = 0 if task_info["role"] in IGNORE_RESOURCE_ROLES: return cores_per_task, memory_per_task - cores_per_task, task_parallelism = job_utils.get_job_resource_info(task_info["job_id"], task_info["role"], task_info["party_id"]) - if not cores_per_task: - cores_per_task = JobDefaultConfig.task_cores - return cores_per_task, memory_per_task + task_cores, memory = job_utils.get_task_resource_info( + task_info["job_id"], task_info["role"], task_info["party_id"], task_info["task_id"], task_info["task_version"] + ) + return task_cores, memory @classmethod def update_resource_sql(cls, resource_model: typing.Union[EngineRegistry, Job], cores, memory, operation_type: ResourceOperation): diff --git a/python/fate_flow/runtime/job_default_config.py b/python/fate_flow/runtime/job_default_config.py index c5ba490b9..f7b02cace 100644 --- a/python/fate_flow/runtime/job_default_config.py +++ b/python/fate_flow/runtime/job_default_config.py @@ -22,28 +22,16 @@ class JobDefaultConfig(ReloadConfigBase): - task_parallelism = None - task_cores = None - - # scheduling + job_cores = None + task_run = None remote_request_timeout = None federated_command_trys = None job_timeout = None - end_status_job_scheduling_time_limit = None - end_status_job_scheduling_updates = None auto_retries = None - auto_retry_delay = None sync_type = None - detect_connect_max_retry_count = None - detect_connect_long_retry_count = None - - # upload - upload_block_max_bytes = None # bytes - - # component output - output_data_summary_count_limit = None - task_default_conf = None + task_logger = None + task_device = None @classmethod def load(cls): diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index 19bf91b55..843caf770 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -83,6 +83,8 @@ BASE_URI = f"{PROTOCOL}://{HOST}:{HTTP_PORT}/{API_VERSION}" HOOK_MODULE = get_base_config("hook_module") +# computing +COMPUTING_CONF = get_base_config("computing", {}) # authentication AUTHENTICATION_CONF = get_base_config("authentication", {}) diff --git a/python/fate_flow/utils/job_utils.py b/python/fate_flow/utils/job_utils.py index 23fdd827f..cc1b623fb 100644 --- a/python/fate_flow/utils/job_utils.py +++ b/python/fate_flow/utils/job_utils.py @@ -19,7 +19,7 @@ import yaml from fate_flow.db.base_models import DB -from fate_flow.db.db_models import Job +from fate_flow.db.db_models import Job, Task from fate_flow.entity.spec.dag import DAGSchema from fate_flow.runtime.system_settings import LOG_DIR, JOB_DIR, WORKERS_DIR from fate_flow.utils.base_utils import fate_uuid @@ -113,15 +113,29 @@ def generate_model_info(job_id): @DB.connection_context() def get_job_resource_info(job_id, role, party_id): - jobs = Job.select(Job.f_dag).where( + jobs = Job.select(Job.f_cores, Job.f_memory).where( Job.f_job_id == job_id, Job.f_role == role, Job.f_party_id == party_id) - if jobs: job = jobs[0] - dag_schema = DAGSchema(**job.f_dag) - return dag_schema.dag.conf.task_cores, dag_schema.dag.conf.task_parallelism + return job.f_cores, job.f_memory + else: + return None, None + + +@DB.connection_context() +def get_task_resource_info(job_id, role, party_id, task_id, task_version): + tasks = Task.select(Task.f_task_cores, Task.f_memory).where( + Task.f_job_id == job_id, + Task.f_role == role, + Task.f_party_id == party_id, + Task.f_task_id == task_id, + Task.f_task_version == task_version + ) + if tasks: + task = tasks[0] + return task.f_task_cores, task.f_memory else: return None, None From ec249ff5755ff4ab90ff82121b2f63941d24790a Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 11 Jul 2023 14:12:22 +0800 Subject: [PATCH 160/482] update service conf Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/service_conf.yaml | 10 ++++------ 1 file changed, 4 insertions(+), 6 deletions(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index 44831082d..e39338b78 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -67,16 +67,14 @@ federation: port: 9370 computing: standalone: - cores_per_node: 20 - nodes: 1 + cores: 32 eggroll: - cores_per_node: 16 - nodes: 1 + cores: 32 + nodes: 2 spark: # default use SPARK_HOME environment variable home: - cores_per_node: 20 - nodes: 2 + cores: 32 hook_module: client_authentication: fate_flow.hook.flow.client_authentication site_authentication: fate_flow.hook.flow.site_authentication From d9a7dc66cb7439e9643f1d0f405946639b0ccb82 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 11 Jul 2023 16:03:24 +0800 Subject: [PATCH 161/482] fix scheduler bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/backend/_eggroll.py | 4 ++-- python/fate_flow/hub/scheduler/default/_scheduler.py | 5 +++-- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/python/fate_flow/engine/backend/_eggroll.py b/python/fate_flow/engine/backend/_eggroll.py index 0c419db78..f427d530f 100644 --- a/python/fate_flow/engine/backend/_eggroll.py +++ b/python/fate_flow/engine/backend/_eggroll.py @@ -27,7 +27,7 @@ def run(self, task_info, run_parameters, engine_run, provider_name, output_path) parameters.conf.computing.metadata.options.update(engine_run) return WorkerManager.start_task_worker( worker_name=WorkerName.TASK_EXECUTE, - task_info=parameters.dict(), + task_info=task_info, common_cmd=self.generate_component_run_cmd(provider_name, output_path), - task_parameters=run_parameters + task_parameters=parameters.dict() ) diff --git a/python/fate_flow/hub/scheduler/default/_scheduler.py b/python/fate_flow/hub/scheduler/default/_scheduler.py index 54173e368..a4a8a22e1 100644 --- a/python/fate_flow/hub/scheduler/default/_scheduler.py +++ b/python/fate_flow/hub/scheduler/default/_scheduler.py @@ -114,8 +114,9 @@ def adapt_party_parameters(cls, dag_schema: DAGSchema, role): @classmethod def calculate_resource(cls, dag_schema: DAGSchema, role): cores = dag_schema.dag.conf.cores if dag_schema.dag.conf.cores else JobDefaultConfig.job_cores - task_run = dag_schema.dag.conf.task.run - if not task_run: + if dag_schema.dag.conf.task and dag_schema.dag.conf.task.run: + task_run = dag_schema.dag.conf.task.run + else: task_run = {} task_cores = cores default_task_run = deepcopy(JobDefaultConfig.task_run.get(ENGINES.get(EngineType.COMPUTING), {})) From a46134b7d874f95eb2bbea107c4d7d6560e62a67 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 11 Jul 2023 20:02:47 +0800 Subject: [PATCH 162/482] metric manager Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/worker/worker_app.py | 10 ++++++++ python/fate_flow/db/db_models.py | 11 ++++----- python/fate_flow/engine/storage/_types.py | 2 ++ python/fate_flow/entity/spec/dag/_artifact.py | 11 ++++++++- python/fate_flow/entity/spec/dag/_output.py | 10 ++++---- python/fate_flow/entity/types/_address.py | 5 ++++ .../hub/components_wraps/default/_wraps.py | 23 ++++++++++++------- python/fate_flow/manager/data/data_manager.py | 6 ++--- .../manager/metric/metric_manager.py | 17 ++++++-------- python/fate_flow/utils/io_utils.py | 19 +++++++++++++++ python/fate_flow/utils/job_utils.py | 6 +---- python/ofx/api/models/resource.py | 4 ++++ python/ofx/api/models/worker.py | 4 ++++ 13 files changed, 91 insertions(+), 37 deletions(-) diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 805f8ab36..633c8afb2 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -175,3 +175,13 @@ def save_metric(execution_id, data): OutputMetric(job_id=task.f_job_id, role=task.f_role, party_id=task.f_party_id, task_name=task.f_task_name, task_id=task.f_task_id, task_version=task.f_task_version).save_output_metrics(data) return API.Output.json() + + +@manager.route('/metric/save/', methods=["POST"]) +@API.Input.json(data=fields.List(fields.Dict())) +@API.Output.runtime_exception(code=ReturnCode.API.COMPONENT_OUTPUT_EXCEPTION) +def save_metrics(execution_id, data): + task = JobSaver.query_task_by_execution_id(execution_id=execution_id) + OutputMetric(job_id=task.f_job_id, role=task.f_role, party_id=task.f_party_id, task_name=task.f_task_name, + task_id=task.f_task_id, task_version=task.f_task_version).save_output_metrics(data) + return API.Output.json() diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index a692064a9..14dd7b608 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -39,7 +39,7 @@ class Job(DataBaseModel): f_party_id = CharField(max_length=50, index=True) f_progress = IntegerField(null=True, default=0) f_model_id = CharField(max_length=100, null=True) - f_model_version = IntegerField(null=True, default=0) + f_model_version = CharField(max_length=10) f_engine_name = CharField(max_length=50, null=True) f_cores = IntegerField(default=0) @@ -187,11 +187,10 @@ class Meta: f_task_name = CharField(max_length=50, index=True) f_task_id = CharField(max_length=100) f_task_version = BigIntegerField(null=True) - f_namespace = CharField(max_length=30, index=True, null=True) f_name = CharField(max_length=30, index=True) - f_type = CharField(max_length=30, index=True) - f_groups = CharField(max_length=30, index=True) - f_metadata = JSONField() + f_type = CharField(max_length=30, index=True, null=True) + f_groups = JSONField(index=True) + f_step_axis = CharField(max_length=30, index=True, null=True) f_data = JSONField() @@ -222,7 +221,7 @@ class Meta: class PipelineModelMeta(DataBaseModel): f_model_id = CharField(max_length=100) - f_model_version = IntegerField() + f_model_version = CharField(max_length=10) f_job_id = CharField(max_length=25, index=True) f_role = CharField(max_length=50, index=True) f_party_id = CharField(max_length=50, index=True) diff --git a/python/fate_flow/engine/storage/_types.py b/python/fate_flow/engine/storage/_types.py index c3a6a955b..5b459c930 100644 --- a/python/fate_flow/engine/storage/_types.py +++ b/python/fate_flow/engine/storage/_types.py @@ -40,6 +40,8 @@ class StorageEngine(object): HIVE = 'hive' LOCALFS = 'localfs' API = 'api' + HTTP = 'http' + HTTPS = 'https' class StandaloneStoreType(object): diff --git a/python/fate_flow/entity/spec/dag/_artifact.py b/python/fate_flow/entity/spec/dag/_artifact.py index 0bbde208c..acf5e1669 100644 --- a/python/fate_flow/entity/spec/dag/_artifact.py +++ b/python/fate_flow/entity/spec/dag/_artifact.py @@ -128,6 +128,9 @@ class RuntimeTaskOutputChannelSpec(pydantic.BaseModel): output_artifact_key: str roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] + class Config: + extra = "forbid" + class DataWarehouseChannelSpec(pydantic.BaseModel): job_id: Optional[str] @@ -137,14 +140,20 @@ class DataWarehouseChannelSpec(pydantic.BaseModel): namespace: Optional[str] name: Optional[str] + class Config: + extra = "forbid" + class ModelWarehouseChannelSpec(pydantic.BaseModel): model_id: Optional[str] - model_version: Optional[int] + model_version: Optional[str] producer_task: str output_artifact_key: str roles: Optional[List[Literal["guest", "host", "arbiter", "local"]]] + class Config: + extra = "forbid" + InputArtifactSpec = TypeVar("InputArtifactSpec", RuntimeTaskOutputChannelSpec, diff --git a/python/fate_flow/entity/spec/dag/_output.py b/python/fate_flow/entity/spec/dag/_output.py index 95bdc69ad..ce182e751 100644 --- a/python/fate_flow/entity/spec/dag/_output.py +++ b/python/fate_flow/entity/spec/dag/_output.py @@ -19,11 +19,13 @@ class MetricData(pydantic.BaseModel): - namespace: Optional[str] = None + class Group(pydantic.BaseModel): + name: str + index: Optional[int] name: str - type: str - groups: str - metadata: Dict[str, str] = {} + type: Optional[str] + groups: List[Group] + step_axis: Optional[str] data: Union[List, Dict] diff --git a/python/fate_flow/entity/types/_address.py b/python/fate_flow/entity/types/_address.py index a8359df43..295e914e7 100644 --- a/python/fate_flow/entity/types/_address.py +++ b/python/fate_flow/entity/types/_address.py @@ -135,6 +135,7 @@ def __repr__(self): def engine_path(self): return f"file:///{self.path}" + class ApiAddress(AddressBase): def __init__(self, method="POST", url=None, header=None, body=None, connector_name=None): self.method = method @@ -152,6 +153,10 @@ def __str__(self): def __repr__(self): return self.__str__() + @property + def engine_path(self): + return self.url + class MysqlAddress(AddressBase): def __init__(self, user=None, passwd=None, host=None, port=None, db=None, name=None, connector_name=None): diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index e9cee0d0a..040f716d5 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -284,7 +284,7 @@ def _push_metric(self, output_key, output_metric: ArtifactOutputSpec): else: logging.warning(f"Metric path no found: {_path}") else: - raise ValueError(f"Engine {engine} is not supported") + pass @staticmethod def log_response(resp, req_info): @@ -334,13 +334,15 @@ def _preprocess_output_artifacts(self): else: # data for key in define.outputs.dict().keys(): + if key == "metric": + pass datas = getattr(define.outputs, key, None) if datas: for data in datas: _output_artifacts = [] for data_type in data.types: - _output_artifacts.append(self._output_artifacts(data_type.type_name, data.is_multi, data.name)) - # todo: multi-type strategy + _output_artifacts.append(self._output_artifacts(data_type.type_name, data.is_multi, + data.name, key)) output_artifacts[data.name] = _output_artifacts[0] return output_artifacts @@ -349,7 +351,7 @@ def _set_env(self): self.config.conf.federation.type == ComputingEngine.STANDALONE: os.environ["STANDALONE_DATA_PATH"] = STANDALONE_DATA_HOME - def _output_artifacts(self, type_name, is_multi, name): + def _output_artifacts(self, type_name, is_multi, name, output_type=None): output_artifacts = ArtifactOutputApplySpec(uri="", type_name=type_name) if type_name in [DataframeArtifactType.type_name, TableArtifactType.type_name]: if self.config.conf.computing.type == ComputingEngine.STANDALONE: @@ -360,10 +362,15 @@ def _output_artifacts(self, type_name, is_multi, name): # replace "{index}" uri += "_{index}" else: - path = os.path.join(self.task_output_dir, name) - uri = os.path.join(f"file://{path}", type_name) - if is_multi: - uri += "_{index}" + if output_type == "metric": + # http path + uri = self.mlmd.get_metric_save_url(execution_id=self.config.party_task_id) + else: + # local file path + path = os.path.join(self.task_output_dir, name) + uri = os.path.join(f"file://{path}", type_name) + if is_multi: + uri += "_{index}" output_artifacts.uri = uri return output_artifacts diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 1b7860c2f..20ea9d6ea 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -21,7 +21,7 @@ from fate_flow.engine import storage from fate_flow.engine.storage import Session, StorageEngine, DataType -from fate_flow.entity.types import EggRollAddress, StandaloneAddress, HDFSAddress, PathAddress +from fate_flow.entity.types import EggRollAddress, StandaloneAddress, HDFSAddress, PathAddress, ApiAddress from fate_flow.manager.service.output_manager import OutputDataTracking from fate_flow.utils.io_utils import URI @@ -62,8 +62,6 @@ def send_table( if download_dir: return # tar - from fate_flow.utils.schedule_utils import schedule_logger - schedule_logger("wzh").info(output_data_file_path) output_data_tarfile = "{}/{}".format(output_tmp_dir, tar_file_name) tar = tarfile.open(output_data_tarfile, mode='w:gz') for index in range(0, len(output_data_file_list)): @@ -193,6 +191,8 @@ def uri_to_address(uri): address = HDFSAddress(path=uri_schema.path) elif uri_schema.schema() in [StorageEngine.PATH, StorageEngine.FILE]: address = PathAddress(path=uri_schema.path) + elif uri_schema.schema() in [StorageEngine.HTTP]: + address = ApiAddress(url=uri_schema.path) else: raise ValueError(f"uri {uri} engine could not be converted to an address") return engine, address diff --git a/python/fate_flow/manager/metric/metric_manager.py b/python/fate_flow/manager/metric/metric_manager.py index ad6d83b8e..c17de2715 100644 --- a/python/fate_flow/manager/metric/metric_manager.py +++ b/python/fate_flow/manager/metric/metric_manager.py @@ -43,8 +43,7 @@ def save_as(self, job_id, role, party_id, task_name, task_id, task_version): metrics = self.read_metrics() for metric in metrics: self._insert_metrics_into_db( - job_id, role, party_id, task_id, task_version, task_name, MetricData(**metric), - incomplete=metric.get("incomplete") + job_id, role, party_id, task_id, task_version, task_name, MetricData(**metric) ) @DB.connection_context() @@ -59,11 +58,10 @@ def _insert_metrics_into_db(self, job_id, role, party_id, task_id, task_version, "f_role": role, "f_party_id": party_id, "f_task_name": task_name, - "f_namespace": data.get("namespace", ""), "f_name": data.get("name"), "f_type": data.get("type"), "f_groups": data.get("groups"), - "f_metadata": data.get("metadata"), + "f_step_axis": data.get("step_axis"), "f_data": data.get("data") } for data in data_list] @@ -78,7 +76,7 @@ def read_metrics(self, filters_args: dict = None): if not filters_args: filters_args = {} tracking_metric_model = self.get_model_class(self.job_id) - key_list = ["namespace", "name", "type", "groups", "incomplete"] + key_list = ["name", "type", "groups", "step_axis"] filters = [ tracking_metric_model.f_job_id == self.job_id, tracking_metric_model.f_role == self.role, @@ -91,12 +89,11 @@ def read_metrics(self, filters_args: dict = None): if v is not None: filters.append(operator.attrgetter(f"f_{k}")(tracking_metric_model) == v) metrics = tracking_metric_model.select( - tracking_metric_model.f_namespace, tracking_metric_model.f_name, tracking_metric_model.f_type, tracking_metric_model.f_groups, - tracking_metric_model.f_data, - tracking_metric_model.f_metadata + tracking_metric_model.f_step_axis, + tracking_metric_model.f_data ).where(*filters) return [metric.to_human_model_dict() for metric in metrics] except Exception as e: @@ -108,10 +105,10 @@ def query_metric_keys(self): try: tracking_metric_model = self.get_model_class(self.job_id) metrics = tracking_metric_model.select( - tracking_metric_model.f_namespace, tracking_metric_model.f_name, tracking_metric_model.f_type, - tracking_metric_model.f_groups + tracking_metric_model.f_groups, + tracking_metric_model.f_step_axis ).where( tracking_metric_model.f_job_id == self.job_id, tracking_metric_model.f_role == self.role, diff --git a/python/fate_flow/utils/io_utils.py b/python/fate_flow/utils/io_utils.py index fd0721f75..86505a043 100644 --- a/python/fate_flow/utils/io_utils.py +++ b/python/fate_flow/utils/io_utils.py @@ -90,6 +90,25 @@ def to_string(self): return f"file://{self.path}" +@dataclass +class HttpURI(ConcrateURI): + path: str + + @classmethod + def schema(cls): + return "http" + + @classmethod + def from_uri(cls, uri: URI): + return HttpURI(uri.path) + + def create_file(self, name): + return HttpURI(path=f"{self.path}/{name}") + + def to_string(self): + return f"{self.path}" + + @dataclass class EggrollURI(ConcrateURI): namespace: str diff --git a/python/fate_flow/utils/job_utils.py b/python/fate_flow/utils/job_utils.py index cc1b623fb..692239ea3 100644 --- a/python/fate_flow/utils/job_utils.py +++ b/python/fate_flow/utils/job_utils.py @@ -92,10 +92,6 @@ def get_task_directory(job_id, role, party_id, task_name, task_version, input=Fa else: return get_job_directory(job_id, role, party_id, task_name, str(task_version)) -def start_session_stop(task): - # todo: session stop - pass - def get_general_worker_directory(worker_name, worker_id, *args): return os.path.join(WORKERS_DIR, worker_name, worker_id, *args) @@ -107,7 +103,7 @@ def get_general_worker_log_directory(worker_name, worker_id, *args): def generate_model_info(job_id): model_id = job_id - model_version = 0 + model_version = "0" return model_id, model_version diff --git a/python/ofx/api/models/resource.py b/python/ofx/api/models/resource.py index 09b090f1e..b6e70306a 100644 --- a/python/ofx/api/models/resource.py +++ b/python/ofx/api/models/resource.py @@ -65,6 +65,10 @@ def put(self, endpoint, data=None, **kwargs): def delete(self, endpoint, **kwargs): return self.request('DELETE', url=self._set_url(endpoint), **self._set_request_timeout(kwargs)) + @property + def url(self): + return self._url + @property def _url(self): if self.version: diff --git a/python/ofx/api/models/worker.py b/python/ofx/api/models/worker.py index af2e04611..fbd380686 100644 --- a/python/ofx/api/models/worker.py +++ b/python/ofx/api/models/worker.py @@ -104,3 +104,7 @@ def save_metric(self, execution_id, data): "execution_id": execution_id, "data": data }) + + def get_metric_save_url(self, execution_id): + endpoint = f"/worker/metric/save/{execution_id}" + return f"{self.client.url}{endpoint}" From 89d14bfc08c04e45fd7e1882dd2a0fa8077be3d6 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 11 Jul 2023 20:03:17 +0800 Subject: [PATCH 163/482] update default config Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/pulsar_route_table.yaml | 4 ++-- python/fate_flow/components/components/upload.py | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/conf/pulsar_route_table.yaml b/conf/pulsar_route_table.yaml index 3783a8805..730b5001a 100644 --- a/conf/pulsar_route_table.yaml +++ b/conf/pulsar_route_table.yaml @@ -1,6 +1,6 @@ 9999: # host can be a domain like 9999.fate.org - host: 172.16.153.37 + host: 127.0.0.1 port: 6650 sslPort: 6651 # set proxy address for this pulsar cluster @@ -8,7 +8,7 @@ 10000: # host can be a domain like 10000.fate.org - host: 172.16.153.37 + host: 127.0.0.1 port: 6650 sslPort: 6651 proxy: "" diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 759e7a6f3..bac868259 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -32,7 +32,7 @@ def upload( def upload_data(config): - job_id = config.pop("job_id", "wzh") + job_id = config.pop("job_id") upload_object = Upload() data = upload_object.run( parameters=UploadParam( From 0bf5568ba7576784186dab5ab389fbde630b7932 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 11 Jul 2023 20:47:52 +0800 Subject: [PATCH 164/482] add component download Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/data_app.py | 15 ++++- .../components/components/__init__.py | 3 +- .../components/components/download.py | 58 ++++++++++++++----- .../manager/components/component_manager.py | 13 +++++ 4 files changed, 70 insertions(+), 19 deletions(-) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index e7ce51282..3b0b60475 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -23,7 +23,7 @@ page_name = "data" -@manager.route('/upload', methods=['POST']) +@manager.route('/component/upload', methods=['POST']) @API.Input.json(file=fields.String(required=True)) @API.Input.json(head=fields.Bool(required=True)) @API.Input.json(partitions=fields.Integer(required=True)) @@ -38,7 +38,18 @@ def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_ return API.Output.json(**result) -@manager.route('/dataframe/transformer', methods=['POST']) +@manager.route('/component/download', methods=['POST']) +@API.Input.json(name=fields.String(required=True)) +@API.Input.json(namespace=fields.String(required=True)) +@API.Input.json(path=fields.String(required=False)) +def download_data(namespace, name, path): + result = ComponentManager.download( + path=path, namespace=namespace, name=name + ) + return API.Output.json(**result) + + +@manager.route('/component/dataframe/transformer', methods=['POST']) @API.Input.json(data_warehouse=fields.Dict(required=True)) @API.Input.json(namespace=fields.String(required=True)) @API.Input.json(name=fields.String(required=True)) diff --git a/python/fate_flow/components/components/__init__.py b/python/fate_flow/components/components/__init__.py index 68c4d135f..64524f308 100644 --- a/python/fate_flow/components/components/__init__.py +++ b/python/fate_flow/components/components/__init__.py @@ -13,5 +13,6 @@ # See the License for the specific language governing permissions and # limitations under the License. from .upload import upload +from .download import download -BUILDIN_COMPONENTS = [upload] +BUILDIN_COMPONENTS = [upload, download] diff --git a/python/fate_flow/components/components/download.py b/python/fate_flow/components/components/download.py index 8350a00e4..a2912b988 100644 --- a/python/fate_flow/components/components/download.py +++ b/python/fate_flow/components/components/download.py @@ -12,28 +12,54 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.components import LOCAL, Output, DatasetArtifact, cpn -from fate_flow.manager.components.download import Download, DownloadParam +import logging +from fate_flow.components import cpn +from fate_flow.engine import storage +from fate_flow.manager.data.data_manager import DataManager -@cpn.component(roles=[LOCAL]) -@cpn.parameter("dir_name", type=str, default=None, optional=False) -@cpn.parameter("namespace", type=str, default=None, optional=False) -@cpn.parameter("name", type=str, default=None, optional=False) -@cpn.artifact("output_data", type=Output[DatasetArtifact], roles=[LOCAL]) + +@cpn.component() def download( - job_id, dir_name, namespace, name, output_data + config ): - download_data(job_id, dir_name, namespace, name, output_data) + download_data(config) -def download_data(job_id, dir_name, namespace, name, output_data): +def download_data(config): + job_id = config.pop("job_id") download_object = Download() - data = download_object.run( + download_object.run( parameters=DownloadParam( - namespace=namespace, - name=name, - dir_name=dir_name - ), - job_id=job_id + **config + ) ) + + +class DownloadParam(object): + def __init__( + self, + namespace, + name, + path, + ): + self.name = name + self.namespace = namespace + self.path = path + + +class Download: + def __init__(self): + self.parameters = None + self.table = None + self.data_meta = {} + + def run(self, parameters: DownloadParam): + data_table_meta = storage.StorageTableMeta(name=parameters.name, namespace=parameters.namespace) + download_dir = parameters.path + logging.info("start download data") + DataManager.send_table( + output_tables_meta={"data": data_table_meta}, + download_dir=download_dir + ) + logging.info(f"download data success, download path: {parameters.path}") diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index 4fcea634e..bb60120c3 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -66,3 +66,16 @@ def dataframe_transformer(cls, data_warehouse, namespace, name): if result.get("code") == ReturnCode.Base.SUCCESS: result["data"] = {"name": name, "namespace": namespace} return result + + @classmethod + def download(cls, namespace, name, path): + dag_schema = cls.local_dag_schema( + task_name="download_0", + component_ref="download", + parameters=dict(namespace=namespace, name=name, path=path) + ) + result = JobController.request_create_job(dag_schema.dict(), is_local=True) + if result.get("code") == ReturnCode.Base.SUCCESS: + result["data"] = {"name": name, "namespace": namespace, "path": path} + return result + From 70d4fdcf29e4a22e746ec94a5425ef2d18ef1555 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 11 Jul 2023 20:48:18 +0800 Subject: [PATCH 165/482] add a new stage Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/entity/spec/dag/_job.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/entity/spec/dag/_job.py b/python/fate_flow/entity/spec/dag/_job.py index 725f1f016..f83188075 100644 --- a/python/fate_flow/entity/spec/dag/_job.py +++ b/python/fate_flow/entity/spec/dag/_job.py @@ -28,7 +28,7 @@ class TaskSpec(BaseModel): inputs: Optional[RuntimeInputArtifacts] parties: Optional[List[PartySpec]] conf: Optional[Dict[Any, Any]] - stage: Optional[Union[Literal["train", "predict", "default"]]] + stage: Optional[Union[Literal["train", "predict", "default", "cross_validation"]]] class PartyTaskRefSpec(BaseModel): @@ -80,7 +80,7 @@ class PipelineModel(BaseModel): class DAGSpec(BaseModel): parties: List[PartySpec] conf: Optional[JobConfSpec] - stage: Optional[Union[Literal["train", "predict", "default"]]] + stage: Optional[Union[Literal["train", "predict", "default", "cross_validation"]]] tasks: Dict[str, TaskSpec] party_tasks: Optional[Dict[str, PartyTaskSpec]] From 78ca3ff52012bba9b3ec6f3170faf3f4325d4b75 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 11 Jul 2023 21:14:19 +0800 Subject: [PATCH 166/482] add component output model download api Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/output_app.py | 15 +++++++++++++++ python/fate_flow/apps/worker/worker_app.py | 9 ++++++++- python/fate_flow/manager/model/handel/_base.py | 5 +++-- python/fate_flow/manager/model/model_manager.py | 4 ++-- 4 files changed, 28 insertions(+), 5 deletions(-) diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 0eefaead5..03f4d698e 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -87,6 +87,21 @@ def query_model(job_id, role, party_id, task_name): return API.Output.json(data=model_data) +@manager.route('/model/download', methods=['GET']) +@API.Input.params(job_id=fields.String(required=True)) +@API.Input.params(role=fields.String(required=True)) +@API.Input.params(party_id=fields.String(required=True)) +@API.Input.params(task_name=fields.String(required=True)) +def download(job_id, role, party_id, task_name): + tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) + if not tasks: + return API.Output.fate_flow_exception(e=NoFoundTask(job_id=job_id, role=role, party_id=party_id, + task_name=task_name)) + task = tasks[0] + return PipelinedModel.download_model(job_id=task.f_job_id, role=task.f_role, party_id=task.f_party_id, + task_name=task.f_task_name) + + @manager.route('/model/delete', methods=['POST']) @API.Input.json(job_id=fields.String(required=True)) @API.Input.json(role=fields.String(required=True)) diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 633c8afb2..394e13428 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -85,7 +85,14 @@ def upload_model(model_id, model_version, execution_id, output_key, type_name): @API.Input.params(output_key=fields.String(required=True)) @API.Output.runtime_exception(code=ReturnCode.API.COMPONENT_OUTPUT_EXCEPTION) def download_model(model_id, model_version, role, party_id, task_name, output_key): - return PipelinedModel.download_model(model_id, model_version, role, party_id, task_name, output_key) + return PipelinedModel.download_model( + model_id=model_id, + model_version=model_version, + role=role, + party_id=party_id, + task_name=task_name, + output_key=output_key + ) @manager.route('/data/tracking/query', methods=['GET']) diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/model/handel/_base.py index ea31b2146..55fd620eb 100644 --- a/python/fate_flow/manager/model/handel/_base.py +++ b/python/fate_flow/manager/model/handel/_base.py @@ -41,9 +41,10 @@ def storage_key(model_id, model_version, role, party_id, task_name, output_key): def parse_storage_key(storage_key): return storage_key.split(os.sep) - def download(self, model_id, model_version, role, party_id, task_name, output_key): + def download(self, job_id=None, model_id=None, model_version=None, role=None, party_id=None, task_name=None, + output_key=None): model_metas = ModelMeta.query(model_id=model_id, model_version=model_version, task_name=task_name, - output_key=output_key, role=role, party_id=party_id) + output_key=output_key, role=role, party_id=party_id, job_id=job_id) if not model_metas: raise ValueError("No found model") return self._download(storage_key=model_metas[0].f_storage_key) diff --git a/python/fate_flow/manager/model/model_manager.py b/python/fate_flow/manager/model/model_manager.py index c356e94f2..f872cca2b 100644 --- a/python/fate_flow/manager/model/model_manager.py +++ b/python/fate_flow/manager/model/model_manager.py @@ -43,8 +43,8 @@ def upload_model(cls, model_file: FileStorage, job_id: str, task_name, output_ke party_id, type_name) @classmethod - def download_model(cls, model_id, model_version, role, party_id, task_name, output_key): - return cls.handle.download(model_id, model_version, role, party_id, task_name, output_key) + def download_model(cls, **kwargs): + return cls.handle.download(**kwargs) @classmethod def read_model(cls, job_id, role, party_id, task_name): From 083ca51d5c6b6169edcf1e55556c30d59e76f640 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 12 Jul 2023 10:27:39 +0800 Subject: [PATCH 167/482] update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-flow.txt | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt index b1d564f06..ebb69dbf5 100644 --- a/python/requirements-flow.txt +++ b/python/requirements-flow.txt @@ -18,4 +18,7 @@ networkx psutil>=5.7.0 casbin_peewee_adapter casbin -pymysql \ No newline at end of file +pymysql +kazoo +shortuuid +cos-python-sdk-v5==1.9.10 \ No newline at end of file From f235aabd40ab91b73d210e41153f6d01f29d3fb3 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 12 Jul 2023 19:21:36 +0800 Subject: [PATCH 168/482] retrofit password Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/db/base_models.py | 32 ++++---------- python/fate_flow/db/db_models.py | 10 +---- python/fate_flow/db/schedule_models.py | 6 +-- python/fate_flow/db/storage_models.py | 2 - python/fate_flow/hub/database/__init__.py | 0 python/fate_flow/hub/database/mysql.py | 25 +++++++++++ python/fate_flow/hub/database/sqlite.py | 27 ++++++++++++ python/fate_flow/hub/encrypt/__init__.py | 0 .../fate_flow/hub/encrypt/password_encrypt.py | 41 ++++++++++++++++++ python/fate_flow/hub/flow_hub.py | 15 +++++++ .../fate_flow/manager/model/engine/_mysql.py | 10 ++--- .../manager/model/engine/_tencent_cos.py | 2 +- .../fate_flow/manager/model/handel/_mysql.py | 4 +- .../manager/model/handel/_tencent_cos.py | 4 +- .../fate_flow/manager/model/model_manager.py | 6 ++- python/fate_flow/runtime/system_settings.py | 7 +-- python/fate_flow/utils/password_utils.py | 43 +++++++++++++++++++ 17 files changed, 181 insertions(+), 53 deletions(-) create mode 100644 python/fate_flow/hub/database/__init__.py create mode 100644 python/fate_flow/hub/database/mysql.py create mode 100644 python/fate_flow/hub/database/sqlite.py create mode 100644 python/fate_flow/hub/encrypt/__init__.py create mode 100644 python/fate_flow/hub/encrypt/password_encrypt.py create mode 100644 python/fate_flow/utils/password_utils.py diff --git a/python/fate_flow/db/base_models.py b/python/fate_flow/db/base_models.py index e60cd74aa..e796fabc5 100644 --- a/python/fate_flow/db/base_models.py +++ b/python/fate_flow/db/base_models.py @@ -29,24 +29,19 @@ IntegerField, Metadata, Model, - TextField, - Insert + TextField ) from playhouse.pool import PooledMySQLDatabase -from fate_flow.runtime.runtime_config import RuntimeConfig -from fate_flow.runtime.system_settings import DATABASE, IS_STANDALONE, FORCE_USE_SQLITE, SQLITE_PATH +from fate_flow.hub.flow_hub import FlowHub + +from fate_flow.runtime.system_settings import DATABASE from fate_flow.utils.base_utils import json_dumps, json_loads, date_string_to_timestamp, \ current_timestamp, timestamp_to_date from fate_flow.utils.log_utils import getLogger, sql_logger from fate_flow.utils.object_utils import from_dict_hook -if IS_STANDALONE or FORCE_USE_SQLITE: - from playhouse.apsw_ext import DateTimeField -else: - from peewee import DateTimeField - -CONTINUOUS_FIELD_TYPE = {IntegerField, FloatField, DateTimeField} +CONTINUOUS_FIELD_TYPE = {IntegerField, FloatField} AUTO_DATE_TIMESTAMP_FIELD_PREFIX = { "create", "start", @@ -180,17 +175,10 @@ def remove_field_name_prefix(field_name): @singleton class BaseDataBase: def __init__(self): - database_config = DATABASE.copy() - db_name = database_config.pop("name") - if IS_STANDALONE or FORCE_USE_SQLITE: - # sqlite does not support other options - Insert.on_conflict = lambda self, *args, **kwargs: self.on_conflict_replace() - - from playhouse.apsw_ext import APSWDatabase - self.database_connection = APSWDatabase(SQLITE_PATH) - RuntimeConfig.init_config(USE_LOCAL_DATABASE=True) - else: - self.database_connection = PooledMySQLDatabase(db_name, **database_config) + engine_name = DATABASE.get("engine") + config = DATABASE.get(engine_name) + decrypt_key = DATABASE.get("decrypt_key") + self.database_connection = FlowHub.load_database(engine_name, config, decrypt_key) class DatabaseLock: @@ -251,9 +239,7 @@ def close_connection(): class BaseModel(Model): f_create_time = BigIntegerField(null=True) - f_create_date = DateTimeField(null=True) f_update_time = BigIntegerField(null=True) - f_update_date = DateTimeField(null=True) def to_json(self): # This function is obsolete diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index 14dd7b608..d94a9f781 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -16,7 +16,7 @@ import datetime from peewee import CharField, TextField, BigIntegerField, IntegerField, BooleanField, CompositeKey, BigAutoField -from fate_flow.db.base_models import DataBaseModel, JSONField, DateTimeField +from fate_flow.db.base_models import DataBaseModel, JSONField class Job(DataBaseModel): @@ -51,9 +51,7 @@ class Job(DataBaseModel): f_return_resource_time = BigIntegerField(null=True) f_start_time = BigIntegerField(null=True) - f_start_date = DateTimeField(null=True) f_end_time = BigIntegerField(null=True) - f_end_date = DateTimeField(null=True) f_elapsed = BigIntegerField(null=True) class Meta: @@ -93,9 +91,7 @@ class Task(DataBaseModel): f_sync_type = CharField(max_length=20) f_start_time = BigIntegerField(null=True) - f_start_date = DateTimeField(null=True) f_end_time = BigIntegerField(null=True) - f_end_date = DateTimeField(null=True) f_elapsed = BigIntegerField(null=True) class Meta: @@ -150,9 +146,7 @@ class WorkerInfo(DataBaseModel): f_config = JSONField(null=True) f_cmd = JSONField(null=True) f_start_time = BigIntegerField(null=True) - f_start_date = DateTimeField(null=True) f_end_time = BigIntegerField(null=True) - f_end_date = DateTimeField(null=True) class Meta: db_table = "t_worker" @@ -189,7 +183,7 @@ class Meta: f_task_version = BigIntegerField(null=True) f_name = CharField(max_length=30, index=True) f_type = CharField(max_length=30, index=True, null=True) - f_groups = JSONField(index=True) + f_groups = JSONField() f_step_axis = CharField(max_length=30, index=True, null=True) f_data = JSONField() diff --git a/python/fate_flow/db/schedule_models.py b/python/fate_flow/db/schedule_models.py index 7b86305ce..14d974746 100644 --- a/python/fate_flow/db/schedule_models.py +++ b/python/fate_flow/db/schedule_models.py @@ -15,7 +15,7 @@ # from peewee import CharField, TextField, IntegerField, BooleanField, BigIntegerField, CompositeKey -from fate_flow.db.base_models import DataBaseModel, JSONField, DateTimeField +from fate_flow.db.base_models import DataBaseModel, JSONField class ScheduleJob(DataBaseModel): @@ -38,9 +38,7 @@ class ScheduleJob(DataBaseModel): f_end_scheduling_updates = IntegerField(null=True, default=0) f_start_time = BigIntegerField(null=True) - f_start_date = DateTimeField(null=True) f_end_time = BigIntegerField(null=True) - f_end_date = DateTimeField(null=True) f_elapsed = BigIntegerField(null=True) class Meta: @@ -61,9 +59,7 @@ class ScheduleTask(DataBaseModel): f_status = CharField(max_length=50) f_start_time = BigIntegerField(null=True) - f_start_date = DateTimeField(null=True) f_end_time = BigIntegerField(null=True) - f_end_date = DateTimeField(null=True) f_elapsed = BigIntegerField(null=True) class Meta: diff --git a/python/fate_flow/db/storage_models.py b/python/fate_flow/db/storage_models.py index f79711598..f291ad686 100644 --- a/python/fate_flow/db/storage_models.py +++ b/python/fate_flow/db/storage_models.py @@ -46,9 +46,7 @@ class StorageTableMetaModel(DataBaseModel): f_description = TextField(default='') f_read_access_time = BigIntegerField(null=True) - f_read_access_date = DateTimeField(null=True) f_write_access_time = BigIntegerField(null=True) - f_write_access_date = DateTimeField(null=True) class Meta: db_table = "t_storage_table_meta" diff --git a/python/fate_flow/hub/database/__init__.py b/python/fate_flow/hub/database/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/fate_flow/hub/database/mysql.py b/python/fate_flow/hub/database/mysql.py new file mode 100644 index 000000000..72bcc83cc --- /dev/null +++ b/python/fate_flow/hub/database/mysql.py @@ -0,0 +1,25 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from playhouse.pool import PooledMySQLDatabase + +from fate_flow.utils.password_utils import decrypt_database_config + + +def get_database_connection(config, decrypt_key): + database_config = config.copy() + db_name = database_config.pop("name") + decrypt_database_config(database_config, decrypt_key=decrypt_key) + return PooledMySQLDatabase(db_name, **database_config) diff --git a/python/fate_flow/hub/database/sqlite.py b/python/fate_flow/hub/database/sqlite.py new file mode 100644 index 000000000..45e152106 --- /dev/null +++ b/python/fate_flow/hub/database/sqlite.py @@ -0,0 +1,27 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from peewee import Insert + +from fate_flow.runtime.system_settings import SQLITE_PATH + + +def get_database_connection(config): + Insert.on_conflict = lambda self, *args, **kwargs: self.on_conflict_replace() + from playhouse.apsw_ext import APSWDatabase + path = config.get("path") + if not path: + path = SQLITE_PATH + return APSWDatabase(path) diff --git a/python/fate_flow/hub/encrypt/__init__.py b/python/fate_flow/hub/encrypt/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/fate_flow/hub/encrypt/password_encrypt.py b/python/fate_flow/hub/encrypt/password_encrypt.py new file mode 100644 index 000000000..e1da3d687 --- /dev/null +++ b/python/fate_flow/hub/encrypt/password_encrypt.py @@ -0,0 +1,41 @@ +import base64 + +from Crypto import Random +from Crypto.PublicKey import RSA +from Crypto.Cipher import PKCS1_v1_5 as PKCS1_cipher + + +def rsa_key_generate(): + random_generator = Random.new().read + rsa = RSA.generate(2048, random_generator) + private_pem = rsa.exportKey().decode() + public_pem = rsa.publickey().exportKey().decode() + with open('private_key.pem', "w") as f: + f.write(private_pem) + with open('public_key.pem', "w") as f: + f.write(public_pem) + return private_pem, public_pem + + +def encrypt_data(public_key, msg): + cipher = PKCS1_cipher.new(RSA.importKey(public_key)) + encrypt_text = base64.b64encode(cipher.encrypt(bytes(msg.encode("utf8")))) + return encrypt_text.decode('utf-8') + + +def pwdecrypt(private_key, encrypt_msg): + try: + cipher = PKCS1_cipher.new(RSA.importKey(private_key)) + back_text = cipher.decrypt(base64.b64decode(encrypt_msg), 0) + return back_text.decode('utf-8') + except Exception as e: + raise RuntimeError(f"passwd decrypt failed: {e}") + + +def test_encrypt_decrypt(): + msg = "root@123." + private_key, public_key = rsa_key_generate() + encrypt_text = encrypt_data(public_key, msg) + print(encrypt_text) + decrypt_text = pwdecrypt(private_key, encrypt_text) + print(msg == decrypt_text) diff --git a/python/fate_flow/hub/flow_hub.py b/python/fate_flow/hub/flow_hub.py index f00352216..4649f79f8 100644 --- a/python/fate_flow/hub/flow_hub.py +++ b/python/fate_flow/hub/flow_hub.py @@ -12,6 +12,8 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +from importlib import import_module + from fate_flow.entity.spec.dag import DAGSchema from fate_flow.entity.types import ProviderName, ProviderDevice from fate_flow.runtime.component_provider import ComponentProvider @@ -42,3 +44,16 @@ def load_components_wraps(config, name="default"): if name == "default": from fate_flow.hub.components_wraps.default import FlowWraps return FlowWraps(config) + + @staticmethod + def load_database(engine_name, config, decrypt_key): + try: + return getattr(import_module(f"fate_flow.hub.database.{engine_name}"), "get_database_connection")( + config, decrypt_key) + except Exception as e: + try: + import_module(f"fate_flow.hub.database.{engine_name}") + except: + raise SystemError(f"Not support database engine {engine_name}") + raise SystemError(f"load engine {engine_name} function " + f"fate_flow.hub.database.{engine_name}.get_database_connection failed: {e}") diff --git a/python/fate_flow/manager/model/engine/_mysql.py b/python/fate_flow/manager/model/engine/_mysql.py index 3f7a71240..a7539c2fe 100644 --- a/python/fate_flow/manager/model/engine/_mysql.py +++ b/python/fate_flow/manager/model/engine/_mysql.py @@ -21,7 +21,7 @@ from playhouse.pool import PooledMySQLDatabase from fate_flow.db.base_models import LOGGER, BaseModel, LongTextField -from fate_flow.utils.conf_utils import decrypt_database_config +from fate_flow.utils.password_utils import decrypt_database_config DB = PooledMySQLDatabase(None) SLICE_MAX_SIZE = 1024 * 1024 * 8 @@ -39,8 +39,8 @@ class Meta: class MysqlModelStorage(object): - def __init__(self, storage_address): - self.init_db(storage_address) + def __init__(self, storage_address, decrypt_key=None): + self.init_db(storage_address, decrypt_key) def exists(self, storage_key: str): try: @@ -126,10 +126,10 @@ def read(self, storage_key): return _io @staticmethod - def init_db(storage_address): + def init_db(storage_address, decrypt_key): _storage_address = deepcopy(storage_address) database = _storage_address.pop('name') - _storage_address = decrypt_database_config(_storage_address, 'passwd') + decrypt_database_config(_storage_address, decrypt_key=decrypt_key) DB.init(database, **_storage_address) @staticmethod diff --git a/python/fate_flow/manager/model/engine/_tencent_cos.py b/python/fate_flow/manager/model/engine/_tencent_cos.py index 5dfa2c5b8..e0a2bb0ab 100644 --- a/python/fate_flow/manager/model/engine/_tencent_cos.py +++ b/python/fate_flow/manager/model/engine/_tencent_cos.py @@ -20,7 +20,7 @@ class TencentCosStorage(object): - def __init__(self, storage_address): + def __init__(self, storage_address, decrypt_key=None): self.Bucket = storage_address.get("Bucket") self.client = self.init_client(storage_address) diff --git a/python/fate_flow/manager/model/handel/_mysql.py b/python/fate_flow/manager/model/handel/_mysql.py index 2fdffb809..983dea88d 100644 --- a/python/fate_flow/manager/model/handel/_mysql.py +++ b/python/fate_flow/manager/model/handel/_mysql.py @@ -26,8 +26,8 @@ class MysqlHandel(IOHandle): - def __init__(self, engine_address: MysqlStorageSpec): - self.engine = MysqlModelStorage(engine_address.dict()) + def __init__(self, engine_address: MysqlStorageSpec, decrypt_key=None): + self.engine = MysqlModelStorage(engine_address.dict(), decrypt_key=decrypt_key) @property def _name(self): diff --git a/python/fate_flow/manager/model/handel/_tencent_cos.py b/python/fate_flow/manager/model/handel/_tencent_cos.py index bac4f296d..31ff77a03 100644 --- a/python/fate_flow/manager/model/handel/_tencent_cos.py +++ b/python/fate_flow/manager/model/handel/_tencent_cos.py @@ -25,8 +25,8 @@ class TencentCosHandel(IOHandle): - def __init__(self, engine_address: TencentCosStorageSpec): - self.engine = TencentCosStorage(engine_address.dict()) + def __init__(self, engine_address: TencentCosStorageSpec, decrypt_key: str = None): + self.engine = TencentCosStorage(engine_address.dict(), decrypt_key) @property def _name(self): diff --git a/python/fate_flow/manager/model/model_manager.py b/python/fate_flow/manager/model/model_manager.py index f872cca2b..d90a1eda2 100644 --- a/python/fate_flow/manager/model/model_manager.py +++ b/python/fate_flow/manager/model/model_manager.py @@ -27,12 +27,14 @@ class PipelinedModel(object): engine = MODEL_STORE.get("engine") + decrypt_key = MODEL_STORE.get("decrypt_key") if engine == ModelStorageEngine.FILE: handle = FileHandle(engine_address=FileStorageSpec(**MODEL_STORE.get(engine))) elif engine == ModelStorageEngine.MYSQL: - handle = MysqlHandel(engine_address=MysqlStorageSpec(**MODEL_STORE.get(engine))) + handle = MysqlHandel(engine_address=MysqlStorageSpec(**MODEL_STORE.get(engine)), decrypt_key=decrypt_key) elif engine == ModelStorageEngine.TENCENT_COS: - handle = TencentCosHandel(engine_address=TencentCosStorageSpec(**MODEL_STORE.get(engine))) + handle = TencentCosHandel(engine_address=TencentCosStorageSpec(**MODEL_STORE.get(engine)), + decrypt_key=decrypt_key) else: raise ValueError(f"Model storage engine {engine} is not supported.") diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index 843caf770..ff96dfd1d 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -19,7 +19,7 @@ from fate_flow.entity.types import ComputingEngine from fate_flow.utils import engine_utils, file_utils -from fate_flow.utils.conf_utils import get_base_config, decrypt_database_config +from fate_flow.utils.conf_utils import get_base_config from fate_flow.utils.file_utils import get_project_base_directory, get_fate_flow_directory from fate_flow.settings import * @@ -55,7 +55,6 @@ PROXY_NAME = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("proxy_name") PROXY_PROTOCOL = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("protocol", "http") PROXY = get_base_config("federation") -FORCE_USE_SQLITE = get_base_config("force_use_sqlite") ENGINES = engine_utils.get_engines() IS_STANDALONE = engine_utils.is_standalone() WORKER = get_base_config("worker", {}) @@ -64,7 +63,7 @@ PERMISSION_CASBIN_MODEL_CONF = os.path.join(FATE_FLOW_CONF_PATH, "permission_casbin_model.conf") SERVICE_CONF_NAME = "service_conf.yaml" -DATABASE = decrypt_database_config() +DATABASE = get_base_config("database", {}) IGNORE_RESOURCE_ROLES = {"arbiter"} @@ -95,6 +94,8 @@ # permission PERMISSION_SWITCH = AUTHENTICATION_CONF.get("permission", False) +ENCRYPT_CONF = get_base_config("encrypt") + PARTY_ID = get_base_config("party_id", "") LOCAL_PARTY_ID = "0" diff --git a/python/fate_flow/utils/password_utils.py b/python/fate_flow/utils/password_utils.py new file mode 100644 index 000000000..6db4ff75e --- /dev/null +++ b/python/fate_flow/utils/password_utils.py @@ -0,0 +1,43 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import os.path +from importlib import import_module + +from fate_flow.runtime.system_settings import ENCRYPT_CONF +from fate_flow.utils.conf_utils import conf_realpath + + +def decrypt_database_config(database, passwd_key="passwd", decrypt_key=""): + database[passwd_key] = decrypt_password(database[passwd_key], key=decrypt_key) + return database + + +def decrypt_password(password, key=""): + if not ENCRYPT_CONF or not key or key not in ENCRYPT_CONF: + return password + encrypt_module = ENCRYPT_CONF.get(key).get("module", "") + private_path = ENCRYPT_CONF.get(key).get("private_path", "") + if not encrypt_module: + raise ValueError(f"module is {encrypt_module}") + if not private_path: + raise ValueError(f"private_path is {private_path}") + if not os.path.isabs(private_path): + private_path = conf_realpath(private_path) + with open(private_path) as f: + private_key = f.read() + module_func = encrypt_module.split("#") + encrypt_func = getattr(import_module(module_func[0]), module_func[1]) + return encrypt_func(private_key, password) From 1f7cca70beb6bf2b51b2adf8f8330221aba16370 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 12 Jul 2023 19:23:46 +0800 Subject: [PATCH 169/482] update demo message Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/encrypt/password_encrypt.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/hub/encrypt/password_encrypt.py b/python/fate_flow/hub/encrypt/password_encrypt.py index e1da3d687..664ee43b2 100644 --- a/python/fate_flow/hub/encrypt/password_encrypt.py +++ b/python/fate_flow/hub/encrypt/password_encrypt.py @@ -33,7 +33,7 @@ def pwdecrypt(private_key, encrypt_msg): def test_encrypt_decrypt(): - msg = "root@123." + msg = "fate" private_key, public_key = rsa_key_generate() encrypt_text = encrypt_data(public_key, msg) print(encrypt_text) From e6183c166ea0dde09b0ca2a030356c08e8f320e1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 12 Jul 2023 19:24:01 +0800 Subject: [PATCH 170/482] update response Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/components_wraps/default/_wraps.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 040f716d5..77f89ed9b 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -289,7 +289,9 @@ def _push_metric(self, output_key, output_metric: ArtifactOutputSpec): @staticmethod def log_response(resp, req_info): try: - logging.info(resp.json()) + resp_json = resp.json() + if resp_json.get("code") != ReturnCode.Base.SUCCESS: + logging.exception(f"{req_info}: {resp.text}") except Exception: logging.exception(f"{req_info}: {resp.text}") From 19878f0d4dbd056f1125431c71e3d8a8f862a935 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 12 Jul 2023 19:34:08 +0800 Subject: [PATCH 171/482] update service conf Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/service_conf.yaml | 36 ++++++++++++++++++++++++------------ 1 file changed, 24 insertions(+), 12 deletions(-) diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index e39338b78..694e5b7c0 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -1,25 +1,35 @@ -force_use_sqlite: true -use_registry: false party_id: "9999" +use_registry: false +encrypt: + key_0: + module: fate_flow.hub.encrypt.password_encrypt#pwdecrypt + # base on: fate_flow/conf/ + private_path: private_key.pem fateflow: host: 127.0.0.1 http_port: 9380 grpc_port: 9360 proxy_name: rollsite - # Nginx load balancing nginx: host: http_port: grpc_port: database: - name: fate_flow - user: fate - passwd: fate - host: 127.0.0.1 - port: 3306 - max_connections: 100 - stale_timeout: 30 -# engine services + engine: sqlite + # encrypt passwd key + decrypt_key: + mysql: + name: fate_flow + user: fate + passwd: fate + host: 127.0.0.1 + port: 3306 + max_connections: 100 + stale_timeout: 30 + sqlite: + # default fate_flow/runtime/system_settings: SQLITE_PATH + # /xxx/xxx.sqlite + path: default_engines: computing: standalone federation: standalone @@ -85,6 +95,8 @@ authentication: permission: false model_store: engine: file + # encrypt passwd key + decrypt_key: file: # default fate_flow/runtime/system_settings: MODEL_STORE_PATH path: @@ -103,7 +115,7 @@ model_store: Bucket: zookeeper: hosts: - - 127.0.0.1:2181 + - 127.0.0.1:2181 use_acl: true user: fate password: fate From 97c3551ba784af9c64b6ca0e4a7715d7477c4c4b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 12 Jul 2023 19:34:23 +0800 Subject: [PATCH 172/482] fix sqlite bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/database/sqlite.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/hub/database/sqlite.py b/python/fate_flow/hub/database/sqlite.py index 45e152106..024c67eca 100644 --- a/python/fate_flow/hub/database/sqlite.py +++ b/python/fate_flow/hub/database/sqlite.py @@ -18,7 +18,7 @@ from fate_flow.runtime.system_settings import SQLITE_PATH -def get_database_connection(config): +def get_database_connection(config, decrypt_key): Insert.on_conflict = lambda self, *args, **kwargs: self.on_conflict_replace() from playhouse.apsw_ext import APSWDatabase path = config.get("path") From 76fd0c777fdb4d915fd4056dfb3f440e21104044 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 12 Jul 2023 20:04:43 +0800 Subject: [PATCH 173/482] update model export Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/model_app.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/python/fate_flow/apps/client/model_app.py b/python/fate_flow/apps/client/model_app.py index a098266fe..5ad7ce287 100644 --- a/python/fate_flow/apps/client/model_app.py +++ b/python/fate_flow/apps/client/model_app.py @@ -36,19 +36,19 @@ def migrate(): return API.Output.json() -@manager.route('/local/export', methods=['POST']) +@manager.route('/export', methods=['POST']) @API.Input.json(model_id=fields.String(required=True)) @API.Input.json(model_version=fields.String(required=True)) @API.Input.json(party_id=fields.String(required=True)) @API.Input.json(role=fields.String(required=True)) -@API.Input.json(dir_path=fields.String(required=True)) -def export(model_id, model_version, party_id, role, dir_path): +@API.Input.json(path=fields.String(required=True)) +def export(model_id, model_version, party_id, role, path): file_list = PipelinedModel.export_model( model_id=model_id, model_version=model_version, party_id=party_id, role=role, - dir_path=dir_path + dir_path=path ) return API.Output.json(data=file_list) From e56fed8789c5fdef81c566e7bda4c857de5c2b0e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 13 Jul 2023 16:14:02 +0800 Subject: [PATCH 174/482] permission manager Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/parser/__init__.py | 3 +- .../fate_flow/hub/parser/default/_parser.py | 32 ++++++++++++------- python/fate_flow/utils/permission_utils.py | 2 +- 3 files changed, 23 insertions(+), 14 deletions(-) diff --git a/python/fate_flow/hub/parser/__init__.py b/python/fate_flow/hub/parser/__init__.py index 1c0363394..7431348bb 100644 --- a/python/fate_flow/hub/parser/__init__.py +++ b/python/fate_flow/hub/parser/__init__.py @@ -52,9 +52,8 @@ def get_task_node(self, task_name): def task_parser(self): return TaskParserABC - @property @abc.abstractmethod - def component_ref_list(self): + def component_ref_list(self, role, party_id): ... @abc.abstractmethod diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index e4d93b8d6..0f268fba1 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -552,27 +552,37 @@ def infer_dependent_tasks(cls, input_artifacts): def task_parser(self): return TaskParser - @property - def component_ref_list(self): + def component_ref_list(self, role, party_id): _list = [] for name in self.topological_sort(): node = self.get_task_node(name) if node: - _list.append(node.component_ref) + if self.task_parser( + task_node=self.get_task_node(task_name=name), + job_id="", task_name=name, role=role, party_id=party_id + ).need_run: + _list.append(node.component_ref) return _list def dataset_list(self, role, party_id) -> List[DataSet]: + def append_dataset(datasets, channel): + if isinstance(channel, DataWarehouseChannelSpec): + if channel.name and channel.namespace: + datasets.append(DataSet(**{ + "name": channel.name, + "namespace": channel.namespace + })) _list = [] for task_name in self.topological_sort(): task_node = self.get_task_node(task_name) - if task_node.component_ref == "reader": - name = task_node.runtime_parameters.get(role, {}).get(party_id, {}).get("name", "") - namespace = task_node.runtime_parameters.get(role, {}).get(party_id, {}).get("name", "namespace") - if name and namespace: - _list.append(DataSet(**{ - "name": name, - "namespace": namespace - })) + input_artifacts = FlowRuntimeInputArtifacts(**task_node.upstream_inputs.get(role, {}).get(party_id, {})) + if input_artifacts.data: + for _k, _channels in input_artifacts.data.items(): + if isinstance(_channels, list): + for _channel in _channels: + append_dataset(_list, _channel) + else: + append_dataset(_list, _channels) return _list def role_parameters(self, role, party_id): diff --git a/python/fate_flow/utils/permission_utils.py b/python/fate_flow/utils/permission_utils.py index 1988b4832..92ebc557d 100644 --- a/python/fate_flow/utils/permission_utils.py +++ b/python/fate_flow/utils/permission_utils.py @@ -21,7 +21,7 @@ def get_permission_parameters(role, party_id, initiator_party_id, job_info) -> PermissionCheckParameters: dag_schema = DAGSchema(**job_info['dag_schema']) job_parser = FlowHub.load_job_parser(dag_schema) - component_list = job_parser.component_ref_list + component_list = job_parser.component_ref_list(role, party_id) dataset_list = job_parser.dataset_list(role, party_id) component_parameters = job_parser.role_parameters(role, party_id) return PermissionCheckParameters( From 20f0c1d30ee9fadbc9a293cd92abe48354bdaabd Mon Sep 17 00:00:00 2001 From: sagewe Date: Thu, 13 Jul 2023 18:49:37 +0800 Subject: [PATCH 175/482] refactor loggers Signed-off-by: sagewe --- python/fate_flow/entity/spec/dag/_logger.py | 205 ++++++++++++------ .../fate_flow/hub/parser/default/_parser.py | 40 ++-- 2 files changed, 164 insertions(+), 81 deletions(-) diff --git a/python/fate_flow/entity/spec/dag/_logger.py b/python/fate_flow/entity/spec/dag/_logger.py index 0e629f95e..d5c7edd23 100644 --- a/python/fate_flow/entity/spec/dag/_logger.py +++ b/python/fate_flow/entity/spec/dag/_logger.py @@ -1,83 +1,156 @@ import logging +import logging.config import os -from typing import Literal import pydantic -import logging.config +from typing import Optional +_LOGGER_LEVELS = ["DEBUG", "INFO", "WARNING", "ERROR"] -class FlowLogger(pydantic.BaseModel): - class FlowLoggerMetadata(pydantic.BaseModel): - basepath: str - level: Literal["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"] - type: Literal["flow"] - metadata: FlowLoggerMetadata +class FlowLogger(pydantic.BaseModel): + config: dict def install(self): - os.makedirs(self.metadata.basepath, exist_ok=True) - levels = ["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"] - formatters = {"brief": {"format": "'%(asctime)s %(levelname)-8s %(name)s:%(lineno)s %(message)s'"}} - handlers = {} - filters = {} - - def add_file_handler( - name, - filename, - level, - formater="brief", - filters=[] - ): - handlers[name] = { - "class": "logging.FileHandler", - "level": level, - "formatter": formater, - "filters": filters, - "filename": filename + logging.config.dictConfig(self.config) + + @classmethod + def create( + cls, + task_log_dir: str, + job_party_log_dir: Optional[str], + level: str, + delay: bool, + formatters: Optional[dict] = None, + ): + os.makedirs(task_log_dir, exist_ok=True) + return FlowLogger( + config=LoggerConfigBuilder( + level, formatters, delay, task_log_dir, job_party_log_dir + ).build() + ) + + +class LoggerConfigBuilder: + def __init__(self, level, formatters, delay, log_base_dir, aggregate_log_base_dir): + self.version = 1 + self.formatters = formatters + if self.formatters is None: + default_format = ( + "'%(asctime)s %(levelname)-8s %(name)s:%(lineno)s %(message)s'" + ) + self.formatters = { + "root": {"format": default_format}, + "component": {"format": default_format}, } + self.handlers = {} + self.filters = {} + self.loggers = {} + self.root = { + "handlers": [], + "level": level, + } + self.disable_existing_loggers = False + + # add loggers + root_logger_dir = os.path.join(log_base_dir, "root") + os.makedirs(root_logger_dir, exist_ok=True) + self._add_root_loggers( + log_base_dir=root_logger_dir, formatter_name="root", delay=delay + ) + + component_logger_dir = os.path.join(log_base_dir, "component") + os.makedirs(component_logger_dir, exist_ok=True) + self._add_component_loggers( + log_base_dir=component_logger_dir, + formatter_name="component", + delay=delay, + loglevel=level, + ) - # add root logger - root_handlers = [] - root_base_path = os.path.join(self.metadata.basepath, "root") - os.makedirs(root_base_path, exist_ok=True) - for level in levels: + if aggregate_log_base_dir is not None: + self._add_aggregate_error_logger( + aggregate_log_base_dir, formatter_name="root", delay=delay + ) + + def build(self): + return dict( + version=self.version, + formatters=self.formatters, + handlers=self.handlers, + filters=self.filters, + loggers=self.loggers, + root=self.root, + disable_existing_loggers=self.disable_existing_loggers, + ) + + def _add_root_loggers(self, log_base_dir, formatter_name, delay): + for level in _LOGGER_LEVELS: handler_name = f"root_{level.lower()}" - add_file_handler( - name=handler_name, - filename=os.path.join(root_base_path, level), - level=level, + self.handlers[handler_name] = self._create_file_handler( + level, formatter_name, delay, os.path.join(log_base_dir, level) ) - root_handlers.append(handler_name) - - # add component logger - component_handlers = [] - component_base_path = os.path.join(self.metadata.basepath, "component") - os.makedirs(component_base_path, exist_ok=True) - filters["components"] = {"name": "fate_flow.components"} - for level in levels: + self.root["handlers"].append(handler_name) + + def _add_aggregate_error_logger(self, log_base_dir, formatter_name, delay): + # error from all component + handler_name = "global_error" + self.handlers[handler_name] = self._create_file_handler( + "ERROR", formatter_name, delay, os.path.join(log_base_dir, "ERROR") + ) + self.root["handlers"].append(handler_name) + + def _add_component_loggers( + self, log_base_dir, formatter_name: str, loglevel: str, delay: bool + ): + # basic component logger handlers + # logger structure: + # component/ + # DEBUG + # INFO + # WARNING + # ERROR + component_handlers_names = [] + for level in _LOGGER_LEVELS: handler_name = f"component_{level.lower()}" - add_file_handler( - name=handler_name, - filename=os.path.join(component_base_path, level), - level=level, - ) - component_handlers.append(handler_name) - component_loggers = { - "fate_flow.components": dict( - handlers=component_handlers, - filters=["components"], - level=self.metadata.level, + self.handlers[handler_name] = self._create_file_handler( + level, formatter_name, delay, os.path.join(log_base_dir, level) ) + component_handlers_names.append(handler_name) + + # add profile logger handler + # logger structure: + # component/ + # PROFILE + handler_name = "component_profile" + filter_name = "component_profile_filter" + self.filters[filter_name] = { + "name": "fate.arch.computing._profile", + "()": "logging.Filter", } + self.handlers[handler_name] = self._create_file_handler( + "DEBUG", + formatter_name, + delay, + os.path.join(log_base_dir, "PROFILE"), + [filter_name], + ) + component_handlers_names.append(handler_name) - logging.config.dictConfig( - dict( - version=1, - formatters=formatters, - handlers=handlers, - filters=filters, - loggers=component_loggers, - root=dict(handlers=root_handlers, level=self.metadata.level), - disable_existing_loggers=False, - ) - ) \ No newline at end of file + # the "fate" name means the logger only log the logs from fate package + # so, don't change the name or the logger will not work + self.loggers["fate"] = dict( + handlers=component_handlers_names, + level=loglevel, + ) + + @staticmethod + def _create_file_handler(level, formatter, delay, filename, filters=None): + return { + "class": "logging.FileHandler", + "level": level, + "formatter": formatter, + "delay": delay, + "filename": filename, + "filters": [] if filters is None else filters, + } diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index e4d93b8d6..0a236cd21 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -12,27 +12,26 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import copy import os +from typing import Dict, Union, List import networkx as nx -import copy - from pydantic import BaseModel -from typing import Dict, Union, List from fate_flow.entity.spec.dag import DataWarehouseChannelSpec, ModelWarehouseChannelSpec, \ RuntimeTaskOutputChannelSpec, ComponentSpec, EggrollComputingSpec, SparkComputingSpec, StandaloneComputingSpec, \ StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, \ PulsarFederationSpec, RabbitMQFederationSpec, FlowLogger, MLMDSpec, TaskRuntimeConfSpec, \ - DAGSchema, DAGSpec, PreTaskConfigSpec, FlowRuntimeInputArtifacts + DAGSchema, DAGSpec, PreTaskConfigSpec +from fate_flow.entity.spec.flow import SchedulerInfoSpec +from fate_flow.entity.types import EngineType, FederationEngine, DataSet, InputArtifactType, ArtifactSourceType, \ + ComputingEngine from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.runtime.system_settings import ENGINES, PROXY, FATE_FLOW_CONF_PATH, HOST, HTTP_PORT, PROTOCOL, \ API_VERSION from fate_flow.utils import job_utils, file_utils -from fate_flow.entity.types import EngineType, FederationEngine, DataSet, InputArtifactType, ArtifactSourceType, \ - ComputingEngine -from fate_flow.entity.spec.flow import SchedulerInfoSpec from .. import TaskParserABC, JobParserABC @@ -198,10 +197,18 @@ def generate_mlmd(): def generate_logger_conf(self): logger_conf = JobDefaultConfig.task_logger - log_dir = job_utils.get_job_log_directory(self.job_id, self.role, self.party_id, self.task_name) - if logger_conf.get("metadata"): - logger_conf.get("metadata").update({"basepath": log_dir}) - return FlowLogger(**logger_conf) + task_log_dir = job_utils.get_job_log_directory(self.job_id, self.role, self.party_id, self.task_name) + job_party_log_dir = job_utils.get_job_log_directory(self.job_id, self.role, self.party_id) + + # TODO: fix? + level = logger_conf.get("metadata", {}).get("level", "DEBUG") + delay = True + formatters = None + return FlowLogger.create(task_log_dir=task_log_dir, + job_party_log_dir=job_party_log_dir, + level=level, + delay=delay, + formatters=formatters) @staticmethod def generate_device(): @@ -260,8 +267,10 @@ def generate_federation_conf(self): federation_id=self.federation_id, parties=parties, route_table=PulsarFederationSpec.MetadataSpec.RouteTable( - route={k: PulsarFederationSpec.MetadataSpec.RouteTable.Route(**v) for k, v in route_table.items() if k!= "default"}, - default=PulsarFederationSpec.MetadataSpec.RouteTable.Default(**route_table.get("default", {})) if route_table.get("default") else None + route={k: PulsarFederationSpec.MetadataSpec.RouteTable.Route(**v) for k, v in route_table.items() if + k != "default"}, + default=PulsarFederationSpec.MetadataSpec.RouteTable.Default( + **route_table.get("default", {})) if route_table.get("default") else None ), pulsar_config=PulsarFederationSpec.MetadataSpec.PulsarConfig(**proxy_conf) )) @@ -399,7 +408,8 @@ def _get_upstream_inputs(self, name, task_spec): if isinstance(channel_spec_list, list): inputs = [] for channel in channel_spec_list: - model_warehouse_channel = ModelWarehouseChannelSpec(**channel.dict(exclude_defaults=True)) + model_warehouse_channel = ModelWarehouseChannelSpec( + **channel.dict(exclude_defaults=True)) if model_warehouse_channel.model_id is None: model_warehouse_channel.model_id = \ self._conf.get("model_warehouse", {}).get("model_id", None) @@ -527,7 +537,7 @@ def topological_sort(self): @classmethod def infer_dependent_tasks(cls, input_artifacts): - print (input_artifacts) + print(input_artifacts) if not input_artifacts: return [] From d8599088a7bb4454f14423d801241839a435c7ec Mon Sep 17 00:00:00 2001 From: sagewe Date: Thu, 13 Jul 2023 19:14:40 +0800 Subject: [PATCH 176/482] refactor loggers Signed-off-by: sagewe --- python/fate_flow/entity/spec/dag/_logger.py | 2 +- .../hub/components_wraps/default/_wraps.py | 79 ++++++++++--------- 2 files changed, 41 insertions(+), 40 deletions(-) diff --git a/python/fate_flow/entity/spec/dag/_logger.py b/python/fate_flow/entity/spec/dag/_logger.py index d5c7edd23..1d84042c4 100644 --- a/python/fate_flow/entity/spec/dag/_logger.py +++ b/python/fate_flow/entity/spec/dag/_logger.py @@ -37,7 +37,7 @@ def __init__(self, level, formatters, delay, log_base_dir, aggregate_log_base_di self.formatters = formatters if self.formatters is None: default_format = ( - "'%(asctime)s %(levelname)-8s %(name)s:%(lineno)s %(message)s'" + "'%(asctime)s - %(levelname)-8s - %(name)s - %(funcName)s:%(lineno)d - %(message)s'" ) self.formatters = { "root": {"format": default_format}, diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 040f716d5..c576236e3 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -38,6 +38,7 @@ from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME, DEFAULT_OUTPUT_DATA_PARTITIONS from fate_flow.utils import job_utils +logger = logging.getLogger(__name__) class FlowWraps(WrapsABC): def __init__(self, config: PreTaskConfigSpec): @@ -78,12 +79,12 @@ def run(self): if output_meta.status.code != ReturnCode.Base.SUCCESS: code = ReturnCode.Task.COMPONENT_RUN_FAILED exceptions = output_meta.status.exceptions - logging.exception(exceptions) + logger.exception(exceptions) except Exception as e: traceback.format_exc() code = ReturnCode.Task.TASK_RUN_FAILED exceptions = str(e) - logging.exception(e) + logger.exception(e) finally: self.report_status(code, exceptions) @@ -100,17 +101,17 @@ def cleanup(self): def preprocess(self): # input - logging.info("start generating input artifacts") - logging.info(self.config.input_artifacts) + logger.info("start generating input artifacts") + logger.info(self.config.input_artifacts) input_artifacts = self._preprocess_input_artifacts() - logging.info("success") - logging.debug(input_artifacts) - logging.info(f"PYTHON PATH: {os.environ.get('PYTHONPATH')}") + logger.info("success") + logger.debug(input_artifacts) + logger.info(f"PYTHON PATH: {os.environ.get('PYTHONPATH')}") # output - logging.info("start generating output artifacts") + logger.info("start generating output artifacts") output_artifacts = self._preprocess_output_artifacts() - logging.info(f"output_artifacts: {output_artifacts}") + logger.info(f"output_artifacts: {output_artifacts}") config = TaskConfigSpec( job_id=self.config.job_id, task_id=self.config.task_id, @@ -125,13 +126,13 @@ def preprocess(self): conf=self.config.conf, task_name=self.config.task_name ) - logging.debug(config) + logger.debug(config) return config def run_component(self, config): self._set_env() task_parameters = config.dict() - logging.info("start run task") + logger.info("start run task") os.makedirs(self.task_input_dir, exist_ok=True) os.makedirs(self.task_output_dir, exist_ok=True) task_parameters_file = os.path.join(self.task_input_dir, "task_parameters.yaml") @@ -146,15 +147,15 @@ def run_component(self, config): output_path=task_result ) p.wait() - logging.info("finish task") + logger.info("finish task") if os.path.exists(task_result): with open(task_result, "r") as f: try: result = json.load(f) output_meta = ComponentOutputMeta.parse_obj(result) - logging.debug(output_meta) + logger.debug(output_meta) except: - logging.exception(f"Task run failed, you can see the task result file for details: {task_result}") + logger.exception(f"Task run failed, you can see the task result file for details: {task_result}") else: output_meta = ComponentOutputMeta(status=ComponentOutputMeta.Status( code=ReturnCode.Task.NO_FOUND_RUN_RESULT, @@ -166,7 +167,7 @@ def push_output(self, output_meta: ComponentOutputMeta): if self.task_end_with_success(output_meta.status.code): # push output data to server if not output_meta.io_meta: - logging.info("No found io meta, pass push") + logger.info("No found io meta, pass push") return for key, datas in output_meta.io_meta.outputs.data.items(): if isinstance(datas, list): @@ -192,14 +193,14 @@ def push_output(self, output_meta: ComponentOutputMeta): self._push_metric(key, output_metric) def _push_data(self, output_key, output_datas: List[ArtifactOutputSpec]): - logging.info("save data") - logging.info(f"key[{output_key}] output_datas[{output_datas}]") + logger.info("save data") + logger.info(f"key[{output_key}] output_datas[{output_datas}]") for index, output_data in enumerate(output_datas): namespace = output_data.metadata.namespace name = output_data.metadata.name if not namespace and not name: namespace, name = self._default_output_info() - logging.info(f"save data tracking to {namespace}, {name}") + logger.info(f"save data tracking to {namespace}, {name}") overview = output_data.metadata.data_overview source = output_data.metadata.source resp = self.mlmd.save_data_tracking( @@ -218,8 +219,8 @@ def _push_data(self, output_key, output_datas: List[ArtifactOutputSpec]): self.log_response(resp, req_info="save data tracking") def _push_model(self, output_key, output_models: List[ArtifactOutputSpec]): - logging.info("save model") - logging.info(f"key[{output_key}] output_models[{output_models}]") + logger.info("save model") + logger.info(f"key[{output_key}] output_models[{output_models}]") tar_io = io.BytesIO() for output_model in output_models: engine, address = DataManager.uri_to_address(output_model.uri) @@ -241,7 +242,7 @@ def _push_model(self, output_key, output_models: List[ArtifactOutputSpec]): tar_io = self._tar_model(tar_io=tar_io, path=path) type_name = output_model.type_name else: - logging.warning(f"Model path no found: {_path}") + logger.warning(f"Model path no found: {_path}") else: raise ValueError(f"Engine {engine} is not supported") @@ -267,8 +268,8 @@ def _tar_model(tar_io, path): return tar_io def _push_metric(self, output_key, output_metric: ArtifactOutputSpec): - logging.info(f"output metric: {output_metric}") - logging.info("save metric") + logger.info(f"output metric: {output_metric}") + logger.info("save metric") engine, address = DataManager.uri_to_address(output_metric.uri) if engine == StorageEngine.FILE: _path = address.path @@ -282,16 +283,16 @@ def _push_metric(self, output_key, output_metric: ArtifactOutputSpec): ) self.log_response(resp, req_info="save metric") else: - logging.warning(f"Metric path no found: {_path}") + logger.warning(f"Metric path no found: {_path}") else: pass @staticmethod def log_response(resp, req_info): try: - logging.info(resp.json()) + logger.info(resp.json()) except Exception: - logging.exception(f"{req_info}: {resp.text}") + logger.exception(f"{req_info}: {resp.text}") def _default_output_info(self): return f"output_data_{self.config.task_id}_{self.config.task_version}", uuid.uuid1().hex @@ -325,9 +326,9 @@ def _preprocess_input_artifacts(self): def _preprocess_output_artifacts(self): # get component define - logging.debug("get component define") + logger.debug("get component define") define = self.component_define - logging.info(f"component define: {define}") + logger.info(f"component define: {define}") output_artifacts = {} if not define: return output_artifacts @@ -391,12 +392,12 @@ def set_component_define(self): def _intput_data_artifacts(self, key, channel): if self.config.role not in channel.roles: - logging.info(f"role {self.config.role} does not require intput data artifacts") + logger.info(f"role {self.config.role} does not require intput data artifacts") return # data reference conversion meta = ArtifactInputApplySpec(metadata=Metadata(metadata={}), uri="") query_field = {} - logging.info(f"get key[{key}] channel[{channel}]") + logger.info(f"get key[{key}] channel[{channel}]") if isinstance(channel, DataWarehouseChannelSpec): # external data reference -> data meta if channel.name and channel.namespace: @@ -422,19 +423,19 @@ def _intput_data_artifacts(self, key, channel): "task_name": channel.producer_task, "output_key": channel.output_artifact_key } - logging.info(f"query data: [{query_field}]") + logger.info(f"query data: [{query_field}]") resp = self.mlmd.query_data_meta(**query_field) - logging.debug(resp.text) + logger.debug(resp.text) resp_json = resp.json() if resp_json.get("code") != 0: # Judging whether to optional for input_data_define in self.component_define.inputs.data: if input_data_define.name == key and input_data_define.optional: - logging.info(f"component define input data name {key} optional {input_data_define.optional}") + logger.info(f"component define input data name {key} optional {input_data_define.optional}") return raise ValueError(f"Get data artifacts failed: {query_field}, response: {resp.text}") resp_data = resp_json.get("data", []) - logging.info(f"success") + logger.info(f"success") if len(resp_data) == 1: data = resp_data[0] schema = data.get("meta", {}) @@ -457,7 +458,7 @@ def _intput_data_artifacts(self, key, channel): def _intput_model_artifacts(self, key, channel): if self.config.role not in channel.roles: - logging.info(f"role {self.config.role} does not require intput model artifacts") + logger.info(f"role {self.config.role} does not require intput model artifacts") return # model reference conversion meta = ArtifactInputApplySpec(metadata=Metadata(metadata={}), uri="") @@ -467,7 +468,7 @@ def _intput_model_artifacts(self, key, channel): "role": self.config.role, "party_id": self.config.party_id } - logging.info(f"get key[{key}] channel[{channel}]") + logger.info(f"get key[{key}] channel[{channel}]") if isinstance(channel, ModelWarehouseChannelSpec): # external model reference -> download to local if channel.model_id and channel.model_version: @@ -486,7 +487,7 @@ def _intput_model_artifacts(self, key, channel): "model_version": self.config.model_version }) - logging.info(f"query model: [{query_field}]") + logger.info(f"query model: [{query_field}]") # this job output data reference -> data meta input_model_base = os.path.join(self.task_input_dir, "model") @@ -504,10 +505,10 @@ def _intput_model_artifacts(self, key, channel): except Exception as e: for input_data_define in self.component_define.inputs.model: if input_data_define.name == key and input_data_define.optional: - logging.info(f"component define input model name {key} optional {input_data_define.optional}") + logger.info(f"component define input model name {key} optional {input_data_define.optional}") return raise RuntimeError(f"Download model failed: {query_field}") - logging.info(f"get model channel success, model names: {model.getnames()}") + logger.info(f"get model channel success, model names: {model.getnames()}") metas = [] file_names = model.getnames() for name in file_names: From b1730428443173bda80609fd5ce9c792236f65a1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 14 Jul 2023 15:21:12 +0800 Subject: [PATCH 177/482] fix bugs Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/job_controller.py | 13 +++++++++---- python/fate_flow/entity/code/_api.py | 13 +++++++------ python/fate_flow/errors/__init__.py | 2 +- python/fate_flow/errors/job/__init__.py | 5 +++++ .../hub/components_wraps/default/_wraps.py | 4 ++-- python/fate_flow/hub/scheduler/__init__.py | 4 ++++ .../hub/scheduler/default/_scheduler.py | 19 ++++++++++++++++++- python/fate_flow/utils/process_utils.py | 4 ++-- 8 files changed, 48 insertions(+), 16 deletions(-) diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 25a87eb6f..40ede3b57 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -30,7 +30,7 @@ from fate_flow.operation.job_saver import JobSaver from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.scheduler.federated_scheduler import FederatedScheduler -from fate_flow.runtime.system_settings import PARTY_ID, LOG_DIR, LOCAL_PARTY_ID +from fate_flow.runtime.system_settings import PARTY_ID, LOCAL_PARTY_ID from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.job_utils import get_job_log_directory, save_job_dag from fate_flow.utils.log_utils import schedule_logger @@ -48,18 +48,18 @@ def request_create_job(cls, dag_schema: dict, user_name: str = None, is_local=Fa dag_schema.dag.conf.scheduler_party_id = PARTY_ID else: dag_schema.dag.conf.scheduler_party_id = LOCAL_PARTY_ID - JobInheritance.check(dag_schema.dag.conf.inheritance) + RuntimeConfig.SCHEDULER.check_job_parameters(dag_schema) response = FederatedScheduler.request_create_job( party_id=dag_schema.dag.conf.scheduler_party_id, initiator_party_id=dag_schema.dag.conf.initiator_party_id, command_body={ - "dag_schema": dag_schema.dict() + "dag_schema": dag_schema.dict(exclude_defaults=True) }) if user_name and response.get("code") == ReturnCode.Base.SUCCESS: JobSaver.update_job_user(job_id=response.get("job_id"), user_name=user_name) if response and isinstance(response, dict) and response.get("code") == ReturnCode.Base.SUCCESS: - save_job_dag(job_id=response.get("job_id"), dag=dag_schema.dict()) + save_job_dag(job_id=response.get("job_id"), dag=dag_schema.dict(exclude_defaults=True)) return response @classmethod @@ -308,6 +308,11 @@ class JobInheritance: def check(cls, inheritance: InheritConfSpec = None): if not inheritance: return + if not inheritance.task_list: + raise InheritanceFailed( + task_list=inheritance.task_list, + position="dag_schema.dag.conf.inheritance.task_list" + ) inheritance_jobs = JobSaver.query_job(job_id=inheritance.job_id) inheritance_tasks = JobSaver.query_task(job_id=inheritance.job_id) if not inheritance_jobs: diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index b0da81255..ae5a22a02 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -19,12 +19,13 @@ class Base: SUCCESS = 0 class Job: - NOT_FOUND = 1000 - CREATE_JOB_FAILED = 1001 - UPDATE_FAILED = 1002 - KILL_FAILED = 1003 - RESOURCE_EXCEPTION = 1004 - INHERITANCE_FAILED = 1005 + PARAMS_ERROR = 1000 + NOT_FOUND = 1001 + CREATE_JOB_FAILED = 1002 + UPDATE_FAILED = 1003 + KILL_FAILED = 1004 + RESOURCE_EXCEPTION = 1005 + INHERITANCE_FAILED = 1006 class Task: NOT_FOUND = 2000 diff --git a/python/fate_flow/errors/__init__.py b/python/fate_flow/errors/__init__.py index 3c186bdae..e78b39576 100644 --- a/python/fate_flow/errors/__init__.py +++ b/python/fate_flow/errors/__init__.py @@ -8,7 +8,7 @@ def __init__(self, message=None, **kwargs): suffix = "" if kwargs: for k, v in kwargs.items(): - if v and not callable(v): + if v is not None and not callable(v): if suffix: suffix += "," suffix += f"{k}[{v}]" diff --git a/python/fate_flow/errors/job/__init__.py b/python/fate_flow/errors/job/__init__.py index d3593ee14..a05dcf2d3 100644 --- a/python/fate_flow/errors/job/__init__.py +++ b/python/fate_flow/errors/job/__init__.py @@ -17,6 +17,11 @@ from fate_flow.errors import FateFlowError +class JobParamsError(FateFlowError): + code = ReturnCode.Job.PARAMS_ERROR + message = 'Job params error' + + class NoFoundJob(FateFlowError): code = ReturnCode.Job.NOT_FOUND message = 'No found job' diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 77f89ed9b..c24c148b7 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -145,7 +145,7 @@ def run_component(self, config): run_parameters=task_parameters, output_path=task_result ) - p.wait() + exit_code = p.wait() logging.info("finish task") if os.path.exists(task_result): with open(task_result, "r") as f: @@ -158,7 +158,7 @@ def run_component(self, config): else: output_meta = ComponentOutputMeta(status=ComponentOutputMeta.Status( code=ReturnCode.Task.NO_FOUND_RUN_RESULT, - exceptions=f"Task output no found, process output stderr: {p.stderr}" + exceptions=f"Task output no found. Process exit code {exit_code}" )) return output_meta diff --git a/python/fate_flow/hub/scheduler/__init__.py b/python/fate_flow/hub/scheduler/__init__.py index 5837285fc..0579f6253 100644 --- a/python/fate_flow/hub/scheduler/__init__.py +++ b/python/fate_flow/hub/scheduler/__init__.py @@ -59,3 +59,7 @@ def adapt_party_parameters(cls, dag_schema, role): """ """ + @classmethod + def check_job_parameters(cls, dag_schema): + """ + """ diff --git a/python/fate_flow/hub/scheduler/default/_scheduler.py b/python/fate_flow/hub/scheduler/default/_scheduler.py index a4a8a22e1..c6da66336 100644 --- a/python/fate_flow/hub/scheduler/default/_scheduler.py +++ b/python/fate_flow/hub/scheduler/default/_scheduler.py @@ -17,6 +17,7 @@ from pydantic import typing +from fate_flow.controller.job_controller import JobInheritance from fate_flow.controller.task_controller import TaskController from fate_flow.entity.code import SchedulingStatusCode, FederatedSchedulingStatusCode from fate_flow.entity.spec.dag import DAGSchema @@ -24,9 +25,10 @@ from fate_flow.entity.types import StatusSet, JobStatus, TaskStatus, EndStatus, InterruptStatus, ResourceOperation, \ FederatedCommunicationType, AutoRerunStatus, ComputingEngine, EngineType from fate_flow.entity.code import ReturnCode -from fate_flow.errors.job import NoFoundJob +from fate_flow.errors.job import NoFoundJob, JobParamsError from fate_flow.hub.flow_hub import FlowHub from fate_flow.hub.scheduler import JobSchedulerABC +from fate_flow.manager.model.model_meta import ModelMeta from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.runtime.system_settings import ENGINES, COMPUTING_CONF, IGNORE_RESOURCE_ROLES @@ -37,6 +39,21 @@ class DAGScheduler(JobSchedulerABC): + @classmethod + def check_job_parameters(cls, dag_schema: DAGSchema): + # check inheritance + JobInheritance.check(dag_schema.dag.conf.inheritance) + + # check model warehouse + model_warehouse = dag_schema.dag.conf.model_warehouse + if model_warehouse: + if not ModelMeta.query(model_id=model_warehouse.model_id, model_version=model_warehouse.model_version): + raise JobParamsError( + model_id=model_warehouse.model_id, + model_version=model_warehouse.model_version, + position="dag_schema.dag.conf.model_warehouse" + ) + @classmethod def submit(cls, dag_schema): dag_schema = DAGSchema(**dag_schema) diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index 14e31c7d5..3aefdaa39 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -201,10 +201,10 @@ def kill_task_executor_process(task: Task, only_child=False): return KillProcessRetCode.ERROR_PID for child in p.children(recursive=True): if check_process(pid=child.pid, task=task): - kill(p) + child.kill() if not only_child: if check_process(pid, task=task): - kill(p) + p.kill() schedule_logger(task.f_job_id).info("successfully stop task {} {} {} process pid:{}".format( task.f_task_id, task.f_role, task.f_party_id, pid)) return KillProcessRetCode.KILLED From fd8934d2856bb1826e68dd69725016157f94ade1 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Fri, 14 Jul 2023 16:37:23 +0800 Subject: [PATCH 178/482] fix api bug Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/apps/client/job_app.py | 10 +++++----- python/fate_flow/apps/client/output_app.py | 8 ++++---- python/fate_flow/db/base_models.py | 2 +- python/fate_flow/entity/code/_api.py | 1 + python/fate_flow/errors/job/__init__.py | 5 +++++ python/fate_flow/manager/service/app_manager.py | 7 +++++-- 6 files changed, 21 insertions(+), 12 deletions(-) diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index 2f65b29c6..bc9dd2fa8 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -71,8 +71,8 @@ def request_rerun_job(job_id=None): @API.Input.params(description=fields.String(required=False)) @API.Input.params(partner=fields.String(required=False)) @API.Input.params(party_id=fields.String(required=False)) -@API.Input.params(role=fields.Dict(required=False)) -@API.Input.params(status=fields.Dict(required=False)) +@API.Input.params(role=fields.List(fields.Str(), required=False)) +@API.Input.params(status=fields.List(fields.Str(), required=False)) @API.Input.params(order_by=fields.String(required=False)) @API.Input.params(order=fields.String(required=False)) @API.Input.headers(user_name=fields.String(required=False)) @@ -152,9 +152,9 @@ def clean_job(job_id): @manager.route('/dag/dependency', methods=['GET']) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(role=fields.String(required=True)) -@API.Input.json(party_id=fields.String(required=True)) +@API.Input.params(job_id=fields.String(required=True)) +@API.Input.params(role=fields.String(required=True)) +@API.Input.params(party_id=fields.String(required=True)) def dag_dependency(job_id, role, party_id): jobs = JobController.query_job(job_id=job_id, role=role, party_id=party_id) if not jobs: diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 03f4d698e..7262afa49 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -56,10 +56,10 @@ def query_metric(job_id, role, party_id, task_name, filters=None): @manager.route('/metric/delete', methods=['POST']) -@API.Input.params(job_id=fields.String(required=True)) -@API.Input.params(role=fields.String(required=True)) -@API.Input.params(party_id=fields.String(required=True)) -@API.Input.params(task_name=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(task_name=fields.String(required=True)) def delete_metric(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: diff --git a/python/fate_flow/db/base_models.py b/python/fate_flow/db/base_models.py index e796fabc5..71592555e 100644 --- a/python/fate_flow/db/base_models.py +++ b/python/fate_flow/db/base_models.py @@ -443,7 +443,7 @@ def _delete(cls, entity_model, **kwargs): for f_k, f_v in kwargs.items(): attr_name = "f_%s" % f_k filters.append(operator.attrgetter(attr_name)(entity_model) == f_v) - return entity_model.delete().where(*filters).execute() + return entity_model.delete().where(*filters).execute() > 0 @classmethod def safe_save(cls, model, defaults, **kwargs): diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index b0da81255..7470ed408 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -54,6 +54,7 @@ class API: PERMISSION_OPERATE_ERROR = 5006 NO_FOUND_FILE = 5007 COMPONENT_OUTPUT_EXCEPTION = 5008 + IS_EXISTS_ROLE = 5009 class Server: EXCEPTION = 6000 diff --git a/python/fate_flow/errors/job/__init__.py b/python/fate_flow/errors/job/__init__.py index d3593ee14..1e07997b8 100644 --- a/python/fate_flow/errors/job/__init__.py +++ b/python/fate_flow/errors/job/__init__.py @@ -140,3 +140,8 @@ class PermissionOperateError(FateFlowError): class NoFoundFile(FateFlowError): code = ReturnCode.API.NO_FOUND_FILE message = "No Found File" + + +class IsExistsRole(FateFlowError): + code = ReturnCode.API.IS_EXISTS_ROLE + message = "Role Is Exists" diff --git a/python/fate_flow/manager/service/app_manager.py b/python/fate_flow/manager/service/app_manager.py index b2b7de15b..44e08d982 100644 --- a/python/fate_flow/manager/service/app_manager.py +++ b/python/fate_flow/manager/service/app_manager.py @@ -17,7 +17,7 @@ from fate_flow.db.base_models import BaseModelOperate from fate_flow.db.permission_models import AppInfo, PartnerAppInfo from fate_flow.entity.types import AppType -from fate_flow.errors.job import NoFoundAppid +from fate_flow.errors.job import NoFoundAppid, IsExistsRole from fate_flow.runtime.system_settings import ADMIN_KEY, CLIENT_AUTHENTICATION, APP_TOKEN_LENGTH, SITE_AUTHENTICATION, \ PARTY_ID from fate_flow.utils.base_utils import generate_random_id @@ -112,7 +112,10 @@ def check_app_id(func): @wraps(func) def _wrapper(*args, **kwargs): if kwargs.get("app_id"): - if not AppManager.query_app(app_id=kwargs.get("app_id")): + app_info = AppManager.query_app(app_id=kwargs.get("app_id")) + if not app_info: raise NoFoundAppid(app_id=kwargs.get("app_id")) + if kwargs.get("role") and app_info[0].f_app_type != kwargs.get("role"): + raise IsExistsRole(role=app_info[0].f_app_type) return func(*args, **kwargs) return _wrapper From aec93d8bf8a234ada18e7f1e2701c7adebe7f0e7 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 17 Jul 2023 15:38:05 +0800 Subject: [PATCH 179/482] update logger Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/entity/spec/dag/_logger.py | 8 ++++---- python/fate_flow/hub/components_wraps/default/_wraps.py | 6 +++--- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/python/fate_flow/entity/spec/dag/_logger.py b/python/fate_flow/entity/spec/dag/_logger.py index 1d84042c4..420e8f6b0 100644 --- a/python/fate_flow/entity/spec/dag/_logger.py +++ b/python/fate_flow/entity/spec/dag/_logger.py @@ -12,6 +12,9 @@ class FlowLogger(pydantic.BaseModel): config: dict def install(self): + for _name, _conf in self.config.get("handlers", {}).items(): + if _conf.get("filename"): + os.makedirs(os.path.dirname(_conf.get("filename")), exist_ok=True) logging.config.dictConfig(self.config) @classmethod @@ -23,7 +26,6 @@ def create( delay: bool, formatters: Optional[dict] = None, ): - os.makedirs(task_log_dir, exist_ok=True) return FlowLogger( config=LoggerConfigBuilder( level, formatters, delay, task_log_dir, job_party_log_dir @@ -37,7 +39,7 @@ def __init__(self, level, formatters, delay, log_base_dir, aggregate_log_base_di self.formatters = formatters if self.formatters is None: default_format = ( - "'%(asctime)s - %(levelname)-8s - %(name)s - %(funcName)s:%(lineno)d - %(message)s'" + "[%(levelname)s][%(asctime)-8s][%(process)s][%(module)s.%(funcName)s][line:%(lineno)d]: %(message)s" ) self.formatters = { "root": {"format": default_format}, @@ -54,13 +56,11 @@ def __init__(self, level, formatters, delay, log_base_dir, aggregate_log_base_di # add loggers root_logger_dir = os.path.join(log_base_dir, "root") - os.makedirs(root_logger_dir, exist_ok=True) self._add_root_loggers( log_base_dir=root_logger_dir, formatter_name="root", delay=delay ) component_logger_dir = os.path.join(log_base_dir, "component") - os.makedirs(component_logger_dir, exist_ok=True) self._add_component_loggers( log_base_dir=component_logger_dir, formatter_name="component", diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index ff281b356..9743b73b1 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -104,7 +104,7 @@ def preprocess(self): logger.info("start generating input artifacts") logger.info(self.config.input_artifacts) input_artifacts = self._preprocess_input_artifacts() - logger.info("success") + logger.info("input artifacts are ready") logger.debug(input_artifacts) logger.info(f"PYTHON PATH: {os.environ.get('PYTHONPATH')}") @@ -438,7 +438,7 @@ def _intput_data_artifacts(self, key, channel): return raise ValueError(f"Get data artifacts failed: {query_field}, response: {resp.text}") resp_data = resp_json.get("data", []) - logger.info(f"success") + logger.info(f"intput data artifacts are ready") if len(resp_data) == 1: data = resp_data[0] schema = data.get("meta", {}) @@ -511,7 +511,7 @@ def _intput_model_artifacts(self, key, channel): logger.info(f"component define input model name {key} optional {input_data_define.optional}") return raise RuntimeError(f"Download model failed: {query_field}") - logger.info(f"get model channel success, model names: {model.getnames()}") + logger.info(f"intput model artifacts are ready: {model.getnames()}") metas = [] file_names = model.getnames() for name in file_names: From 597ab1da2b23a45cd43623d311ebba9d2d5bab6e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 18 Jul 2023 20:11:35 +0800 Subject: [PATCH 180/482] add file storage engine Signed-off-by: zhihuiwan <15779896112@163.com> --- .../{hdfs/_hdfs_utils.py => file/__init__.py} | 16 +-- .../fate_flow/engine/storage/file/_session.py | 38 +++++ .../fate_flow/engine/storage/file/_table.py | 132 ++++++++++++++++++ 3 files changed, 173 insertions(+), 13 deletions(-) rename python/fate_flow/engine/storage/{hdfs/_hdfs_utils.py => file/__init__.py} (71%) create mode 100644 python/fate_flow/engine/storage/file/_session.py create mode 100644 python/fate_flow/engine/storage/file/_table.py diff --git a/python/fate_flow/engine/storage/hdfs/_hdfs_utils.py b/python/fate_flow/engine/storage/file/__init__.py similarity index 71% rename from python/fate_flow/engine/storage/hdfs/_hdfs_utils.py rename to python/fate_flow/engine/storage/file/__init__.py index 065646cad..786c7bcca 100644 --- a/python/fate_flow/engine/storage/hdfs/_hdfs_utils.py +++ b/python/fate_flow/engine/storage/file/__init__.py @@ -13,17 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # +from fate_flow.engine.storage.file._session import StorageSession +from fate_flow.engine.storage.file._table import StorageTable -import pickle - -DELIMITER = '\t' -NEWLINE = '\n' - - -def deserialize(m): - fields = m.partition(DELIMITER) - return fields[0], pickle.loads(bytes.fromhex(fields[2])) - - -def serialize(k, v): - return f"{k}{DELIMITER}{pickle.dumps(v).hex()}" +__all__ = ["StorageTable", "StorageSession"] diff --git a/python/fate_flow/engine/storage/file/_session.py b/python/fate_flow/engine/storage/file/_session.py new file mode 100644 index 000000000..8adb53a4a --- /dev/null +++ b/python/fate_flow/engine/storage/file/_session.py @@ -0,0 +1,38 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from fate_flow.engine.storage import StorageSessionBase, StorageEngine +from fate_flow.engine.storage.file._table import StorageTable +from fate_flow.entity.types import AddressABC, FileAddress + + +class StorageSession(StorageSessionBase): + def __init__(self, session_id, options=None): + super(StorageSession, self).__init__(session_id=session_id, engine=StorageEngine.FILE) + + def table(self, address: AddressABC, name, namespace, partitions, storage_type=None, options=None, **kwargs): + if isinstance(address, FileAddress): + return StorageTable(address=address, name=name, namespace=namespace, + partitions=partitions) + raise NotImplementedError(f"address type {type(address)} not supported with hdfs storage") + + def cleanup(self, name, namespace): + pass + + def stop(self): + pass + + def kill(self): + pass diff --git a/python/fate_flow/engine/storage/file/_table.py b/python/fate_flow/engine/storage/file/_table.py new file mode 100644 index 000000000..d88da3ce6 --- /dev/null +++ b/python/fate_flow/engine/storage/file/_table.py @@ -0,0 +1,132 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +import io +import os +from typing import Iterable + +from pyarrow import fs + +from fate_flow.engine.storage import StorageTableBase, StorageEngine +from fate_flow.manager.data.data_manager import DataManager +from fate_flow.utils.log import getLogger + +LOGGER = getLogger() + + +class StorageTable(StorageTableBase): + def __init__( + self, + address=None, + name: str = None, + namespace: str = None, + partitions: int = 1, + options=None, + ): + super(StorageTable, self).__init__( + name=name, + namespace=namespace, + address=address, + partitions=partitions, + options=options, + engine=StorageEngine.FILE + ) + self._local_fs_client = fs.LocalFileSystem() + + @property + def path(self): + return self._address.path + + def _put_all( + self, kv_list: Iterable, append=True, assume_file_exist=False, **kwargs + ): + LOGGER.info(f"put in file: {self.path}") + + self._local_fs_client.create_dir(os.path.dirname(self.path)) + + if append and (assume_file_exist or self._exist()): + stream = self._local_fs_client.open_append_stream( + path=self.path, compression=None + ) + else: + stream = self._local_fs_client.open_output_stream( + path=self.path, compression=None + ) + + counter = self._meta.get_count() if self._meta.get_count() else 0 + with io.TextIOWrapper(stream) as writer: + for k, v in kv_list: + writer.write(DataManager.serialize_data(k, v)) + writer.write("\n") + counter = counter + 1 + self._meta.update_metas(count=counter) + + def _collect(self, **kwargs) -> list: + for line in self._as_generator(): + yield DataManager.deserialize_data(line.rstrip()) + + def _read(self) -> list: + for line in self._as_generator(): + yield line + + def _destroy(self): + # use try/catch to avoid stop while deleting an non-exist file + try: + self._local_fs_client.delete_file(self.path) + except Exception as e: + LOGGER.debug(e) + + def _count(self): + count = 0 + for _ in self._as_generator(): + count += 1 + return count + + def close(self): + pass + + def _exist(self): + info = self._local_fs_client.get_file_info([self.path])[0] + return info.type != fs.FileType.NotFound + + def _as_generator(self): + info = self._local_fs_client.get_file_info([self.path])[0] + if info.type == fs.FileType.NotFound: + raise FileNotFoundError(f"file {self.path} not found") + + elif info.type == fs.FileType.File: + with io.TextIOWrapper( + buffer=self._local_fs_client.open_input_stream(self.path), encoding="utf-8" + ) as reader: + for line in reader: + yield line + else: + selector = fs.FileSelector(self.path) + file_infos = self._local_fs_client.get_file_info(selector) + for file_info in file_infos: + if file_info.base_name.startswith(".") or file_info.base_name.startswith("_"): + continue + assert ( + file_info.is_file + ), f"{self.path} is directory contains a subdirectory: {file_info.path}" + with io.TextIOWrapper( + buffer=self._local_fs_client.open_input_stream( + f"{self._address.file_path:}/{file_info.path}" + ), + encoding="utf-8", + ) as reader: + for line in reader: + yield line From 46ed24dac7212ae739a0a7336e51f520ceda0249 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 18 Jul 2023 20:11:50 +0800 Subject: [PATCH 181/482] update gitignore Signed-off-by: zhihuiwan <15779896112@163.com> --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index 6f4d52212..94b3e762b 100644 --- a/.gitignore +++ b/.gitignore @@ -17,6 +17,7 @@ venv /logs/ /jobs/ /audit/ +/localfs/ .vscode/* /temp/ /tmp From f77d0dd29a499d2c5251a77bad764a6eebcefa9b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 18 Jul 2023 20:12:27 +0800 Subject: [PATCH 182/482] update storage manager Signed-off-by: zhihuiwan <15779896112@163.com> --- .../fate_flow/components/components/upload.py | 9 +++ python/fate_flow/engine/relation_ship.py | 8 +- python/fate_flow/engine/storage/_session.py | 10 ++- python/fate_flow/engine/storage/_table.py | 13 --- python/fate_flow/engine/storage/_types.py | 1 - .../fate_flow/engine/storage/hdfs/_session.py | 11 ++- .../fate_flow/engine/storage/hdfs/_table.py | 81 +++---------------- python/fate_flow/entity/spec/dag/_task.py | 1 + python/fate_flow/entity/types/_address.py | 12 ++- python/fate_flow/entity/types/_api.py | 18 ----- python/fate_flow/entity/types/_engine.py | 2 +- .../hub/components_wraps/default/_wraps.py | 19 ++--- .../fate_flow/hub/parser/default/_parser.py | 7 +- python/fate_flow/manager/data/data_manager.py | 76 +++++++++++++++++ python/fate_flow/runtime/system_settings.py | 3 +- python/fate_flow/utils/io_utils.py | 19 +++++ 16 files changed, 158 insertions(+), 132 deletions(-) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index bac868259..a215e3e2f 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -20,6 +20,7 @@ from fate_flow.components import cpn from fate_flow.engine.storage import Session, StorageEngine, DataType, StorageTableMeta, StorageOrigin from fate_flow.entity.spec.dag import ArtifactSource +from fate_flow.manager.data.data_manager import DatasetManager from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME from fate_flow.utils.file_utils import get_fate_flow_directory @@ -157,6 +158,14 @@ def run(self, parameters: UploadParam, job_id=""): } if storage_engine == StorageEngine.STANDALONE: upload_address.update({"home": STANDALONE_DATA_HOME}) + elif storage_engine in {StorageEngine.HDFS, StorageEngine.FILE}: + upload_address = { + "path": DatasetManager.upload_data_path( + name=name, + namespace=namespace, + storage_engine=storage_engine + ) + } else: raise RuntimeError(f"can not support this storage engine: {storage_engine}") address_dict.update(upload_address) diff --git a/python/fate_flow/engine/relation_ship.py b/python/fate_flow/engine/relation_ship.py index 0bce1cd64..3693f0548 100644 --- a/python/fate_flow/engine/relation_ship.py +++ b/python/fate_flow/engine/relation_ship.py @@ -13,8 +13,8 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.entity.types import StandaloneAddress, EggRollAddress, HDFSAddress, MysqlAddress, HiveAddress, LocalFSAddress, PathAddress, \ - ApiAddress, ComputingEngine, StorageEngine, FederationEngine, EngineType +from fate_flow.entity.types import StandaloneAddress, EggRollAddress, HDFSAddress, MysqlAddress, HiveAddress, \ + PathAddress, ApiAddress, ComputingEngine, StorageEngine, FederationEngine, EngineType, FileAddress class Relationship(object): @@ -56,7 +56,7 @@ class Relationship(object): "support": [ StorageEngine.HDFS, StorageEngine.HIVE, - StorageEngine.LOCALFS, + StorageEngine.FILE, StorageEngine.STANDALONE ], }, @@ -73,7 +73,7 @@ class Relationship(object): StorageEngine.HDFS: HDFSAddress, StorageEngine.MYSQL: MysqlAddress, StorageEngine.HIVE: HiveAddress, - StorageEngine.LOCALFS: LocalFSAddress, + StorageEngine.FILE: FileAddress, StorageEngine.PATH: PathAddress, StorageEngine.API: ApiAddress } diff --git a/python/fate_flow/engine/storage/_session.py b/python/fate_flow/engine/storage/_session.py index a293399d4..d3873f443 100644 --- a/python/fate_flow/engine/storage/_session.py +++ b/python/fate_flow/engine/storage/_session.py @@ -166,13 +166,19 @@ def _get_or_create_storage(self, if storage_engine == StorageEngine.EGGROLL: from fate_flow.engine.storage.eggroll import StorageSession - storage_session = StorageSession(session_id=storage_session_id, options=kwargs.get("options", {})) elif storage_engine == StorageEngine.STANDALONE: from fate_flow.engine.storage.standalone import StorageSession - storage_session = StorageSession(session_id=storage_session_id, options=kwargs.get("options", {})) + + elif storage_engine == StorageEngine.FILE: + from fate_flow.engine.storage.file import StorageSession + + elif storage_engine == StorageEngine.HDFS: + from fate_flow.engine.storage.hdfs import StorageSession + else: raise NotImplementedError(f"can not be initialized with storage engine: {storage_engine}") + storage_session = StorageSession(session_id=storage_session_id, options=kwargs.get("options", {})) self._storage_session[storage_session_id] = storage_session diff --git a/python/fate_flow/engine/storage/_table.py b/python/fate_flow/engine/storage/_table.py index 705a31c81..05532bdb2 100644 --- a/python/fate_flow/engine/storage/_table.py +++ b/python/fate_flow/engine/storage/_table.py @@ -148,19 +148,6 @@ def destroy(self): self.meta.destroy_metas() self._destroy() - def save_as(self, address, name, namespace, partitions=None, **kwargs): - table = self._save_as(address, name, namespace, partitions, **kwargs) - table.create_meta(**kwargs) - return table - - def _update_read_access_time(self, read_access_time=None): - read_access_time = current_timestamp() if not read_access_time else read_access_time - self._meta.update_metas(read_access_time=read_access_time) - - def _update_write_access_time(self, write_access_time=None): - write_access_time = current_timestamp() if not write_access_time else write_access_time - self._meta.update_metas(write_access_time=write_access_time) - # to be implemented def _put_all(self, kv_list: Iterable, **kwargs): raise NotImplementedError() diff --git a/python/fate_flow/engine/storage/_types.py b/python/fate_flow/engine/storage/_types.py index 5b459c930..366f0d33f 100644 --- a/python/fate_flow/engine/storage/_types.py +++ b/python/fate_flow/engine/storage/_types.py @@ -38,7 +38,6 @@ class StorageEngine(object): PATH = 'path' FILE = 'file' HIVE = 'hive' - LOCALFS = 'localfs' API = 'api' HTTP = 'http' HTTPS = 'https' diff --git a/python/fate_flow/engine/storage/hdfs/_session.py b/python/fate_flow/engine/storage/hdfs/_session.py index 00b7ad608..199798e55 100644 --- a/python/fate_flow/engine/storage/hdfs/_session.py +++ b/python/fate_flow/engine/storage/hdfs/_session.py @@ -14,7 +14,7 @@ # limitations under the License. # from fate_flow.engine.storage import StorageSessionBase, StorageEngine -from fate_flow.engine.storage.hdfs import StorageTable +from fate_flow.engine.storage.hdfs._table import StorageTable from fate_flow.entity.types import AddressABC, HDFSAddress @@ -24,8 +24,13 @@ def __init__(self, session_id, options=None): def table(self, address: AddressABC, name, namespace, partitions, store_type=None, options=None, **kwargs): if isinstance(address, HDFSAddress): - return StorageTable(address=address, name=name, namespace=namespace, - partitions=partitions, store_type=store_type, options=options) + return StorageTable( + address=address, + name=name, + namespace=namespace, + partitions=partitions, + options=options + ) raise NotImplementedError(f"address type {type(address)} not supported with hdfs storage") def cleanup(self, name, namespace): diff --git a/python/fate_flow/engine/storage/hdfs/_table.py b/python/fate_flow/engine/storage/hdfs/_table.py index 286d35f45..a39263499 100644 --- a/python/fate_flow/engine/storage/hdfs/_table.py +++ b/python/fate_flow/engine/storage/hdfs/_table.py @@ -14,14 +14,13 @@ # limitations under the License. # import io -import os from typing import Iterable from pyarrow import fs from fate_flow.engine.storage import StorageTableBase -from fate_flow.engine.storage._types import HDFSStoreType, StorageEngine -from fate_flow.engine.storage.hdfs import _hdfs_utils as hdfs_utils +from fate_flow.engine.storage._types import StorageEngine +from fate_flow.manager.data.data_manager import DataManager from fate_flow.utils.log import getLogger @@ -35,7 +34,6 @@ def __init__( name: str = None, namespace: str = None, partitions: int = 1, - store_type: HDFSStoreType = HDFSStoreType.DISK, options=None, ): super(StorageTable, self).__init__( @@ -44,16 +42,8 @@ def __init__( address=address, partitions=partitions, options=options, - engine=StorageEngine.HDFS, - store_type=store_type, + engine=StorageEngine.HDFS ) - # tricky way to load libhdfs - try: - from pyarrow import HadoopFileSystem - - HadoopFileSystem(self.path) - except Exception as e: - LOGGER.warning(f"load libhdfs failed: {e}") self._hdfs_client = fs.HadoopFileSystem.from_uri(self.path) def check_address(self): @@ -78,14 +68,14 @@ def _put_all( counter = self._meta.get_count() if self._meta.get_count() else 0 with io.TextIOWrapper(stream) as writer: for k, v in kv_list: - writer.write(hdfs_utils.serialize(k, v)) - writer.write(hdfs_utils.NEWLINE) + writer.write(DataManager.serialize_data(k, v)) + writer.write("\n") counter = counter + 1 self._meta.update_metas(count=counter) def _collect(self, **kwargs) -> list: for line in self._as_generator(): - yield hdfs_utils.deserialize(line.rstrip()) + yield DataManager.deserialize_data(line.rstrip()) def _read(self) -> list: for line in self._as_generator(): @@ -102,19 +92,6 @@ def _count(self): count += 1 return count - def _save_as( - self, address, partitions=None, name=None, namespace=None, **kwargs - ): - self._hdfs_client.copy_file(src=self.file_path, dst=address.path) - table = StorageTable( - address=address, - partitions=partitions, - name=name, - namespace=namespace, - **kwargs, - ) - return table - def close(self): pass @@ -140,8 +117,11 @@ def _as_generator(self): raise FileNotFoundError(f"file {file} not found") elif info.type == fs.FileType.File: - for line in self._read_buffer_lines(): - yield line + with io.TextIOWrapper( + buffer=self._hdfs_client.open_input_stream(self.path), encoding="utf-8" + ) as reader: + for line in reader: + yield line else: selector = fs.FileSelector(file) file_infos = self._hdfs_client.get_file_info(selector) @@ -157,42 +137,3 @@ def _as_generator(self): ) as reader: for line in reader: yield line - - def _read_buffer_lines(self): - path = self.file_path - buffer = self._hdfs_client.open_input_file(path) - offset = 0 - block_size = 1024 * 1024 * 10 - size = buffer.size() - - while offset < size: - block_index = 1 - buffer_block = buffer.read_at(block_size, offset) - if offset + block_size >= size: - for line in self._read_lines(buffer_block): - yield line - break - if buffer_block.endswith(b"\n"): - for line in self._read_lines(buffer_block): - yield line - offset += block_size - continue - end_index = -1 - buffer_len = len(buffer_block) - while not buffer_block[:end_index].endswith(b"\n"): - if offset + block_index * block_size >= size: - break - end_index -= 1 - if abs(end_index) == buffer_len: - block_index += 1 - buffer_block = buffer.read_at(block_index * block_size, offset) - end_index = block_index * block_size - for line in self._read_lines(buffer_block[:end_index]): - yield line - offset += len(buffer_block[:end_index]) - - @staticmethod - def _read_lines(buffer_block): - with io.TextIOWrapper(buffer=io.BytesIO(buffer_block), encoding="utf-8") as reader: - for line in reader: - yield line diff --git a/python/fate_flow/entity/spec/dag/_task.py b/python/fate_flow/entity/spec/dag/_task.py index 0a2327405..28a36e580 100644 --- a/python/fate_flow/entity/spec/dag/_task.py +++ b/python/fate_flow/entity/spec/dag/_task.py @@ -14,6 +14,7 @@ class TaskRuntimeConfSpec(pydantic.BaseModel): device: Union[CPUSpec, GPUSpec] computing: Union[StandaloneComputingSpec, EggrollComputingSpec, SparkComputingSpec] + storage: Optional[str] federation: Union[ StandaloneFederationSpec, RollSiteFederationSpec, diff --git a/python/fate_flow/entity/types/_address.py b/python/fate_flow/entity/types/_address.py index 295e914e7..b6103f278 100644 --- a/python/fate_flow/entity/types/_address.py +++ b/python/fate_flow/entity/types/_address.py @@ -215,16 +215,20 @@ def connector(self): "database": self.database} -class LocalFSAddress(AddressBase): +class FileAddress(AddressBase): def __init__(self, path=None, connector_name=None): self.path = path - super(LocalFSAddress, self).__init__(connector_name=connector_name) + super(FileAddress, self).__init__(connector_name=connector_name) def __hash__(self): - return (self.path).__hash__() + return self.path.__hash__() def __str__(self): - return f"LocalFSAddress(path={self.path})" + return f"FileAddress(path={self.path})" def __repr__(self): return self.__str__() + + @property + def engine_path(self): + return f"file:///{self.path}" diff --git a/python/fate_flow/entity/types/_api.py b/python/fate_flow/entity/types/_api.py index c8cfec29e..14775030d 100644 --- a/python/fate_flow/entity/types/_api.py +++ b/python/fate_flow/entity/types/_api.py @@ -13,24 +13,6 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.entity import BaseModel - - -class Role(BaseModel): - CLIENT = "client" - PARTNER = "partner" - SCHEDULER = "scheduler" - WORKER = "worker" - - -class ClientRole(BaseModel): - DATA = "data" - JOB = "job" - OUTPUT = "output" - PROVIDER = "provider" - SITE = "site" - - class AppType: SITE = "site" CLIENT = "client" diff --git a/python/fate_flow/entity/types/_engine.py b/python/fate_flow/entity/types/_engine.py index 27153797a..dc3c8866e 100644 --- a/python/fate_flow/entity/types/_engine.py +++ b/python/fate_flow/entity/types/_engine.py @@ -40,7 +40,7 @@ class StorageEngine(object): SIMPLE = "simple" PATH = "path" HIVE = "hive" - LOCALFS = "localfs" + FILE = "file" API = "api" diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 9743b73b1..e6f0755ee 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -34,7 +34,7 @@ JsonModelArtifactType from fate_flow.hub.components_wraps import WrapsABC -from fate_flow.manager.data.data_manager import DataManager +from fate_flow.manager.data.data_manager import DataManager, DatasetManager from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME, DEFAULT_OUTPUT_DATA_PARTITIONS from fate_flow.utils import job_utils @@ -199,7 +199,7 @@ def _push_data(self, output_key, output_datas: List[ArtifactOutputSpec]): namespace = output_data.metadata.namespace name = output_data.metadata.name if not namespace and not name: - namespace, name = self._default_output_info() + namespace, name = DatasetManager.get_output_name(output_data.uri) logger.info(f"save data tracking to {namespace}, {name}") overview = output_data.metadata.data_overview source = output_data.metadata.source @@ -358,23 +358,14 @@ def _set_env(self): def _output_artifacts(self, type_name, is_multi, name, output_type=None): output_artifacts = ArtifactOutputApplySpec(uri="", type_name=type_name) if type_name in [DataframeArtifactType.type_name, TableArtifactType.type_name]: - if self.config.conf.computing.type == ComputingEngine.STANDALONE: - uri = f"{self.config.conf.computing.type}://{STANDALONE_DATA_HOME}/{self.config.task_id}/{uuid.uuid1().hex}" - else: - uri = f"{self.config.conf.computing.type}:///{self.config.task_id}/{uuid.uuid1().hex}" - if is_multi: - # replace "{index}" - uri += "_{index}" + uri = DatasetManager.output_data_uri(self.config.conf.storage, self.config.task_id, is_multi=is_multi) else: if output_type == "metric": - # http path + # api path uri = self.mlmd.get_metric_save_url(execution_id=self.config.party_task_id) else: # local file path - path = os.path.join(self.task_output_dir, name) - uri = os.path.join(f"file://{path}", type_name) - if is_multi: - uri += "_{index}" + uri = DatasetManager.output_local_uri(task_info=self.task_info, name=name, type_name=type_name, is_multi=is_multi) output_artifacts.uri = uri return output_artifacts diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index c39001bee..e41120448 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -233,6 +233,10 @@ def generate_computing_conf(self): metadata={"computing_id": self.computing_id} ) + @staticmethod + def generate_storage_conf(): + return ENGINES.get(EngineType.STORAGE).lower() + def generate_federation_conf(self): parties_info = [] for party in self.parties: @@ -293,7 +297,8 @@ def task_conf(self): logger=self.generate_logger_conf(), device=self.generate_device(), computing=self.generate_computing_conf(), - federation=self.generate_federation_conf() + federation=self.generate_federation_conf(), + storage=self.generate_storage_conf() ) @property diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 20ea9d6ea..64d5260c4 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -14,7 +14,9 @@ # limitations under the License. import json import os +import pickle import tarfile +import uuid from tempfile import TemporaryDirectory from flask import send_file @@ -23,8 +25,12 @@ from fate_flow.engine.storage import Session, StorageEngine, DataType from fate_flow.entity.types import EggRollAddress, StandaloneAddress, HDFSAddress, PathAddress, ApiAddress from fate_flow.manager.service.output_manager import OutputDataTracking +from fate_flow.runtime.system_settings import LOCALFS_DATA_HOME, STANDALONE_DATA_HOME +from fate_flow.utils import job_utils from fate_flow.utils.io_utils import URI +DELIMITER = '\t' + class DataManager: @classmethod @@ -226,3 +232,73 @@ def get_data_header(delimiter, data_meta): for field in data_meta.get("fields", []): header.append(field.get("name")) return header + + @staticmethod + def deserialize_data(m): + fields = m.partition(DELIMITER) + return fields[0], pickle.loads(bytes.fromhex(fields[2])) + + @staticmethod + def serialize_data(k, v): + return f"{k}{DELIMITER}{pickle.dumps(v).hex()}" + + +class DatasetManager: + @staticmethod + def task_output_name(task_id, task_version): + return f"output_data_{task_id}_{task_version}", uuid.uuid1().hex + + @staticmethod + def get_output_name(uri): + namespace, name = uri.split("/")[-2], uri.split("/")[-1] + return namespace, name + + @classmethod + def upload_data_path(cls, name, namespace, prefix=None, storage_engine=StorageEngine.HDFS): + if storage_engine == StorageEngine.HDFS: + return cls.default_hdfs_path(data_type="input", name=name, namespace=namespace, prefix=prefix) + elif storage_engine == StorageEngine.FILE: + return cls.default_localfs_path(data_type="input", name=name, namespace=namespace) + + @classmethod + def output_data_uri(cls, storage_engine, task_id, is_multi=False): + if storage_engine == StorageEngine.STANDALONE: + uri = f"{storage_engine}://{STANDALONE_DATA_HOME}/{task_id}/{uuid.uuid1().hex}" + elif storage_engine == StorageEngine.HDFS: + uri = f"{storage_engine}://{cls.default_output_fs_path(uuid.uuid1().hex, task_id)}" + elif storage_engine == StorageEngine.FILE: + uri = f"file://{cls.default_output_fs_path(uuid.uuid1().hex, task_id, storage_engine=storage_engine)}" + else: + # egg: eggroll + uri = f"{storage_engine}:///{task_id}/{uuid.uuid1().hex}" + + if is_multi: + # replace "{index}" + uri += "_{index}" + return uri + + @classmethod + def output_local_uri(cls, name, type_name, task_info, is_multi=False): + path = job_utils.get_task_directory(**task_info, output=True) + uri = os.path.join(f"file://{path}", name, type_name) + if is_multi: + # replace "{index}" + uri += "_{index}" + + @classmethod + def default_output_fs_path(cls, name, namespace, prefix=None, storage_engine=StorageEngine.HDFS): + if storage_engine == StorageEngine.HDFS: + return cls.default_hdfs_path(data_type="output", name=name, namespace=namespace, prefix=prefix) + elif storage_engine == StorageEngine.FILE: + return cls.default_localfs_path(data_type="output", name=name, namespace=namespace) + + @staticmethod + def default_localfs_path(name, namespace, data_type): + return os.path.join(LOCALFS_DATA_HOME, namespace, name) + + @staticmethod + def default_hdfs_path(data_type, name, namespace, prefix=None): + p = f"/fate/{data_type}/{namespace}/{name}" + if prefix: + p = f"{prefix}/{p}" + return p diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index ff96dfd1d..9ea9b392b 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -142,4 +142,5 @@ DEFAULT_OUTPUT_DATA_PARTITIONS = 16 -STANDALONE_DATA_HOME = os.path.join(file_utils.get_project_base_directory(), "data") +STANDALONE_DATA_HOME = os.path.join(file_utils.get_fate_flow_directory(), "data") +LOCALFS_DATA_HOME = os.path.join(file_utils.get_fate_flow_directory(), "localfs") diff --git a/python/fate_flow/utils/io_utils.py b/python/fate_flow/utils/io_utils.py index 86505a043..9f0f3bf2e 100644 --- a/python/fate_flow/utils/io_utils.py +++ b/python/fate_flow/utils/io_utils.py @@ -187,3 +187,22 @@ def to_string(self): return f"hdfs://{self.authority}{self.path}" else: return f"hdfs://{self.path}" + + +@dataclass +class LocalfsURI(ConcrateURI): + path: str + + @classmethod + def schema(cls): + return "path" + + @classmethod + def from_uri(cls, uri: URI): + return LocalfsURI(uri.path) + + def create_file(self, name): + return LocalfsURI(path=f"{self.path}/{name}") + + def to_string(self): + return f"{self.path}" From f438a626f5ceef1c4ad8e135ecd7a9e0687d688d Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 18 Jul 2023 20:12:40 +0800 Subject: [PATCH 183/482] update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-flow.txt | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt index ebb69dbf5..3e2b99bb0 100644 --- a/python/requirements-flow.txt +++ b/python/requirements-flow.txt @@ -1,6 +1,6 @@ pip>=21 apsw<=3.10 -Flask==2.0.3 +Flask==2.2.5 grpcio==1.46.3 grpcio-tools==1.46.3 requests<2.26.0 @@ -8,7 +8,7 @@ urllib3==1.26.5 ruamel-yaml==0.16.10 cachetools==3.0.0 filelock==3.3.1 -pydantic +pydantic==1.10.7 webargs peewee==3.9.3 python-dotenv==0.13.0 From af4fae38f53150cc5c740190b25749e53a7cc039 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 19 Jul 2023 11:32:31 +0800 Subject: [PATCH 184/482] remove dead code Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/partner/partner_app.py | 9 --------- python/fate_flow/scheduler/federated_scheduler.py | 5 ----- 2 files changed, 14 deletions(-) diff --git a/python/fate_flow/apps/partner/partner_app.py b/python/fate_flow/apps/partner/partner_app.py index f36eb2be5..92ef1d217 100644 --- a/python/fate_flow/apps/partner/partner_app.py +++ b/python/fate_flow/apps/partner/partner_app.py @@ -93,15 +93,6 @@ def partner_job_update(job_id, role, party_id, progress): return API.Output.fate_flow_exception(UpdateJobFailed(**job_info)) -@manager.route('/job/pipeline/save', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(role=fields.String(required=True)) -@API.Input.json(party_id=fields.String(required=True)) -def save_pipeline(job_id, role, party_id): - # todo: - return API.Output.json(code=ReturnCode.Base.SUCCESS, message='success') - - @manager.route('/job/resource/apply', methods=['POST']) @API.Input.json(job_id=fields.String(required=True)) @API.Input.json(role=fields.String(required=True)) diff --git a/python/fate_flow/scheduler/federated_scheduler.py b/python/fate_flow/scheduler/federated_scheduler.py index e747de68d..3a76c5c1e 100644 --- a/python/fate_flow/scheduler/federated_scheduler.py +++ b/python/fate_flow/scheduler/federated_scheduler.py @@ -120,11 +120,6 @@ def stop_job(cls, job_id, roles): def update_job(cls, job_id, roles, command_body=None): return RuntimeConfig.SCHEDULE_CLIENT.federated.update_job(job_id, roles, command_body) - @classmethod - @federated - def save_pipelined_model(cls, job_id, roles): - return RuntimeConfig.SCHEDULE_CLIENT.federated.save_pipelined_model(job_id, roles) - # task @classmethod @federated_task From 36e3b09a793969670bb19ddf28e10fd8d1f35946 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 19 Jul 2023 11:32:58 +0800 Subject: [PATCH 185/482] update job status Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/entity/types/_status.py | 2 +- python/fate_flow/hub/scheduler/default/_scheduler.py | 11 +++++------ 2 files changed, 6 insertions(+), 7 deletions(-) diff --git a/python/fate_flow/entity/types/_status.py b/python/fate_flow/entity/types/_status.py index 062b5b809..7880dac63 100644 --- a/python/fate_flow/entity/types/_status.py +++ b/python/fate_flow/entity/types/_status.py @@ -67,7 +67,7 @@ class StateTransitionRule(BaseStateTransitionRule): StatusSet.RUNNING: [StatusSet.CANCELED, StatusSet.TIMEOUT, StatusSet.FAILED, StatusSet.SUCCESS], StatusSet.CANCELED: [StatusSet.WAITING], StatusSet.TIMEOUT: [StatusSet.FAILED, StatusSet.SUCCESS, StatusSet.WAITING], - StatusSet.FAILED: [StatusSet.WAITING], + StatusSet.FAILED: [StatusSet.WAITING, StatusSet.CANCELED], StatusSet.SUCCESS: [StatusSet.WAITING], } diff --git a/python/fate_flow/hub/scheduler/default/_scheduler.py b/python/fate_flow/hub/scheduler/default/_scheduler.py index c6da66336..d771a04d1 100644 --- a/python/fate_flow/hub/scheduler/default/_scheduler.py +++ b/python/fate_flow/hub/scheduler/default/_scheduler.py @@ -298,11 +298,10 @@ def schedule_running_job(self, job: ScheduleJob, force_sync_status=False): self.update_job_on_scheduler(schedule_job=job, update_fields=["progress"]) if new_job_status != job.f_status: job.f_status = new_job_status - if EndStatus.contains(job.f_status): - FederatedScheduler.save_pipelined_model(job_id=job.f_job_id, roles=job.f_parties) - FederatedScheduler.sync_job_status(job_id=job.f_job_id, roles=job.f_parties, - job_info={"job_id": job.f_job_id, - "status": job.f_status}) + FederatedScheduler.sync_job_status( + job_id=job.f_job_id, roles=job.f_parties, + job_info={"job_id": job.f_job_id, "status": new_job_status} + ) self.update_job_on_scheduler(schedule_job=job, update_fields=["status"]) if EndStatus.contains(job.f_status): self.finish(job=job, end_status=job.f_status) @@ -613,7 +612,7 @@ def calculate_multi_party_task_status(cls, tasks_party_status): return tmp_status_set.pop() else: for status in sorted(InterruptStatus.status_list(), key=lambda s: StatusSet.get_level(status=s), - reverse=True): + reverse=False): if status in tmp_status_set: return status if TaskStatus.RUNNING in tmp_status_set: From 5d339f35d33928a0139603d5ecc4dc7d0d2a18e2 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 19 Jul 2023 15:46:39 +0800 Subject: [PATCH 186/482] fix table info query Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/data/data_manager.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 64d5260c4..405f5f856 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -24,6 +24,7 @@ from fate_flow.engine import storage from fate_flow.engine.storage import Session, StorageEngine, DataType from fate_flow.entity.types import EggRollAddress, StandaloneAddress, HDFSAddress, PathAddress, ApiAddress +from fate_flow.errors.job import NoFoundTable from fate_flow.manager.service.output_manager import OutputDataTracking from fate_flow.runtime.system_settings import LOCALFS_DATA_HOME, STANDALONE_DATA_HOME from fate_flow.utils import job_utils @@ -219,7 +220,7 @@ def get_data_info(namespace, name): } display_data = data_table_meta.part_of_data return data, display_data - return {} + raise NoFoundTable(name=name, namespace=namespace) @staticmethod def get_data_header(delimiter, data_meta): From 193abfd287a27ab7b9bfc0e29ddeddf05f8d330c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 19 Jul 2023 15:47:01 +0800 Subject: [PATCH 187/482] fix file path Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/entity/types/_address.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/entity/types/_address.py b/python/fate_flow/entity/types/_address.py index b6103f278..6145fee64 100644 --- a/python/fate_flow/entity/types/_address.py +++ b/python/fate_flow/entity/types/_address.py @@ -133,7 +133,7 @@ def __repr__(self): @property def engine_path(self): - return f"file:///{self.path}" + return f"file://{self.path}" class ApiAddress(AddressBase): @@ -231,4 +231,4 @@ def __repr__(self): @property def engine_path(self): - return f"file:///{self.path}" + return f"file://{self.path}" From 33d982c69d24d52ab3867f9c965825858828e6d4 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 20 Jul 2023 11:05:51 +0800 Subject: [PATCH 188/482] support hdfs storage Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/components/components/upload.py | 5 +++-- python/fate_flow/engine/backend/_spark.py | 3 +-- python/fate_flow/engine/storage/hdfs/_table.py | 6 ++++++ python/fate_flow/hub/components_wraps/default/_wraps.py | 3 --- python/fate_flow/manager/components/component_manager.py | 6 ++++-- python/fate_flow/manager/data/data_manager.py | 1 + python/fate_flow/runtime/system_settings.py | 1 + python/fate_flow/utils/process_utils.py | 1 - 8 files changed, 16 insertions(+), 10 deletions(-) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index a215e3e2f..438a04cbd 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -103,6 +103,7 @@ def __init__( head=1, partitions=10, extend_sid=False, + address: dict = {}, meta: dict = {} ): self.name = name @@ -113,6 +114,7 @@ def __init__( self.partitions = partitions self.extend_sid = extend_sid self.meta = MetaParam(**meta) + self.storage_address = address class Upload: @@ -124,8 +126,7 @@ def __init__(self): def run(self, parameters: UploadParam, job_id=""): self.parameters = parameters logging.info(self.parameters.to_dict()) - - storage_address = {} + storage_address = self.parameters.storage_address if not os.path.isabs(parameters.file): parameters.file = os.path.join( get_fate_flow_directory(), parameters.file diff --git a/python/fate_flow/engine/backend/_spark.py b/python/fate_flow/engine/backend/_spark.py index 1d438a1c3..7235ca32e 100644 --- a/python/fate_flow/engine/backend/_spark.py +++ b/python/fate_flow/engine/backend/_spark.py @@ -24,8 +24,7 @@ class SparkEngine(LocalEngine): - def run(self, task_info, run_parameters, output_path, engine_run, run_parameters_path, config_dir, log_dir, cwd_dir, provider_name, **kwargs): - # todo: get spark home from server registry + def run(self, task_info, run_parameters, output_path, engine_run, provider_name): spark_home = None if not spark_home: try: diff --git a/python/fate_flow/engine/storage/hdfs/_table.py b/python/fate_flow/engine/storage/hdfs/_table.py index a39263499..257ceccd9 100644 --- a/python/fate_flow/engine/storage/hdfs/_table.py +++ b/python/fate_flow/engine/storage/hdfs/_table.py @@ -44,6 +44,12 @@ def __init__( options=options, engine=StorageEngine.HDFS ) + try: + from pyarrow import HadoopFileSystem + HadoopFileSystem(self.path) + except Exception as e: + LOGGER.warning(f"load libhdfs failed: {e}") + self._hdfs_client = fs.HadoopFileSystem.from_uri(self.path) def check_address(self): diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index e6f0755ee..a6a8e23fc 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -297,9 +297,6 @@ def log_response(resp, req_info): except Exception: logger.exception(f"{req_info}: {resp.text}") - def _default_output_info(self): - return f"output_data_{self.config.task_id}_{self.config.task_version}", uuid.uuid1().hex - def _preprocess_input_artifacts(self): input_artifacts = {} if self.config.input_artifacts.data: diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index bb60120c3..8521c4553 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -20,7 +20,7 @@ from fate_flow.entity.types import EngineType from fate_flow.manager.components.base import Base from fate_flow.manager.service.provider_manager import ProviderManager -from fate_flow.runtime.system_settings import ENGINES +from fate_flow.runtime.system_settings import ENGINES, STORAGE class ComponentManager(Base): @@ -41,7 +41,9 @@ def upload(cls, file, head, partitions, meta, namespace, name, extend_sid): "name": name, "namespace": namespace }) - + address = STORAGE.get(ENGINES.get(EngineType.STORAGE)) + if address: + parameters.update({"address": address}) dag_schema = cls.local_dag_schema( task_name="upload_0", component_ref="upload", diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 405f5f856..66eb9ce16 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -285,6 +285,7 @@ def output_local_uri(cls, name, type_name, task_info, is_multi=False): if is_multi: # replace "{index}" uri += "_{index}" + return uri @classmethod def default_output_fs_path(cls, name, namespace, prefix=None, storage_engine=StorageEngine.HDFS): diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index 9ea9b392b..6177b8ece 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -55,6 +55,7 @@ PROXY_NAME = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("proxy_name") PROXY_PROTOCOL = get_base_config(FATE_FLOW_SERVICE_NAME, {}).get("protocol", "http") PROXY = get_base_config("federation") +STORAGE = get_base_config("storage") ENGINES = engine_utils.get_engines() IS_STANDALONE = engine_utils.is_standalone() WORKER = get_base_config("worker", {}) diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index 3aefdaa39..04fbd45ca 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -25,7 +25,6 @@ from fate_flow.utils.log_utils import schedule_logger from fate_flow.db.db_models import Task from fate_flow.entity.types import ProcessRole -from fate_flow.runtime.system_settings import SUBPROCESS_STD_LOG_NAME stat_logger = getLogger() From d26fad28fee665660ee4cce3e43ecda580908470 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 20 Jul 2023 14:41:40 +0800 Subject: [PATCH 189/482] update ofx exception return Signed-off-by: zhihuiwan <15779896112@163.com> --- python/ofx/api/models/resource.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/python/ofx/api/models/resource.py b/python/ofx/api/models/resource.py index b6e70306a..6deca2d4a 100644 --- a/python/ofx/api/models/resource.py +++ b/python/ofx/api/models/resource.py @@ -183,7 +183,7 @@ def remote_on_grpc_proxy(job_id, method, host, port, endpoint, src_party_id, des try: return json.loads(bytes.decode(_return.body.value)) except Exception: - raise RuntimeError(bytes.decode(_return.body.value)) + raise RuntimeError(f"{_return}, {_call}") finally: channel.close() @@ -213,7 +213,7 @@ def remote_on_grpc_osx(job_id, method, host, port, endpoint, src_party_id, dest_ try: return json.loads(bytes.decode(_return.payload)) except Exception: - raise RuntimeError(bytes.decode(_return.payload)) + raise RuntimeError(f"{_return}, {_call}") finally: channel.close() From 6aee50d66f350de63a7a903322ef93e29a5c7a43 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 20 Jul 2023 14:42:03 +0800 Subject: [PATCH 190/482] update hdfs address Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/storage/_address.py | 200 ------------------ python/fate_flow/entity/types/_address.py | 7 +- python/fate_flow/manager/data/data_manager.py | 9 +- 3 files changed, 10 insertions(+), 206 deletions(-) delete mode 100644 python/fate_flow/engine/storage/_address.py diff --git a/python/fate_flow/engine/storage/_address.py b/python/fate_flow/engine/storage/_address.py deleted file mode 100644 index cbc4d645f..000000000 --- a/python/fate_flow/engine/storage/_address.py +++ /dev/null @@ -1,200 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -import abc - - -class AddressABC(metaclass=abc.ABCMeta): - ... - - -class AddressBase(AddressABC): - def __init__(self, connector_name=None): - pass - - @property - def connector(self): - return {} - - @property - def storage_engine(self): - return - - -class StandaloneAddress(AddressBase): - def __init__(self, home=None, name=None, namespace=None, storage_type=None, connector_name=None): - self.home = home - self.name = name - self.namespace = namespace - self.storage_type = storage_type - super(StandaloneAddress, self).__init__(connector_name=connector_name) - - def __hash__(self): - return (self.home, self.name, self.namespace, self.storage_type).__hash__() - - def __str__(self): - return f"StandaloneAddress(name={self.name}, namespace={self.namespace})" - - def __repr__(self): - return self.__str__() - - @property - def connector(self): - return {"home": self.home} - - -class EggRollAddress(AddressBase): - def __init__(self, home=None, name=None, namespace=None, connector_name=None): - self.name = name - self.namespace = namespace - self.home = home - super(EggRollAddress, self).__init__(connector_name=connector_name) - - def __hash__(self): - return (self.home, self.name, self.namespace).__hash__() - - def __str__(self): - return f"EggRollAddress(name={self.name}, namespace={self.namespace})" - - def __repr__(self): - return self.__str__() - - @property - def connector(self): - return {"home": self.home} - - -class HDFSAddress(AddressBase): - def __init__(self, name_node=None, path=None, connector_name=None): - self.name_node = name_node - self.path = path - super(HDFSAddress, self).__init__(connector_name=connector_name) - - def __hash__(self): - return (self.name_node, self.path).__hash__() - - def __str__(self): - return f"HDFSAddress(name_node={self.name_node}, path={self.path})" - - def __repr__(self): - return self.__str__() - - @property - def connector(self): - return {"name_node": self.name_node} - - -class PathAddress(AddressBase): - def __init__(self, path=None, connector_name=None): - self.path = path - super(PathAddress, self).__init__(connector_name=connector_name) - - def __hash__(self): - return self.path.__hash__() - - def __str__(self): - return f"PathAddress(path={self.path})" - - def __repr__(self): - return self.__str__() - - -class ApiAddress(AddressBase): - def __init__(self, method="POST", url=None, header=None, body=None, connector_name=None): - self.method = method - self.url = url - self.header = header if header else {} - self.body = body if body else {} - super(ApiAddress, self).__init__(connector_name=connector_name) - - def __hash__(self): - return (self.method, self.url).__hash__() - - def __str__(self): - return f"ApiAddress(url={self.url})" - - def __repr__(self): - return self.__str__() - - -class MysqlAddress(AddressBase): - def __init__(self, user=None, passwd=None, host=None, port=None, db=None, name=None, connector_name=None): - self.user = user - self.passwd = passwd - self.host = host - self.port = port - self.db = db - self.name = name - self.connector_name = connector_name - super(MysqlAddress, self).__init__(connector_name=connector_name) - - def __hash__(self): - return (self.host, self.port, self.db, self.name).__hash__() - - def __str__(self): - return f"MysqlAddress(db={self.db}, name={self.name})" - - def __repr__(self): - return self.__str__() - - @property - def connector(self): - return {"user": self.user, "passwd": self.passwd, "host": self.host, "port": self.port, "db": self.db} - - -class HiveAddress(AddressBase): - def __init__(self, host=None, name=None, port=10000, username=None, database='default', auth_mechanism='PLAIN', - password=None, connector_name=None): - self.host = host - self.username = username - self.port = port - self.database = database - self.auth_mechanism = auth_mechanism - self.password = password - self.name = name - super(HiveAddress, self).__init__(connector_name=connector_name) - - def __hash__(self): - return (self.host, self.port, self.database, self.name).__hash__() - - def __str__(self): - return f"HiveAddress(database={self.database}, name={self.name})" - - def __repr__(self): - return self.__str__() - - @property - def connector(self): - return { - "host": self.host, - "port": self.port, - "username": self.username, - "password": self.password, - "auth_mechanism": self.auth_mechanism, - "database": self.database} - - -class LocalFSAddress(AddressBase): - def __init__(self, path=None, connector_name=None): - self.path = path - super(LocalFSAddress, self).__init__(connector_name=connector_name) - - def __hash__(self): - return (self.path).__hash__() - - def __str__(self): - return f"LocalFSAddress(path={self.path})" - - def __repr__(self): - return self.__str__() diff --git a/python/fate_flow/entity/types/_address.py b/python/fate_flow/entity/types/_address.py index 6145fee64..62d1768fa 100644 --- a/python/fate_flow/entity/types/_address.py +++ b/python/fate_flow/entity/types/_address.py @@ -108,9 +108,12 @@ def __repr__(self): @property def engine_path(self): if not self.name_node: - return f"hdfs:///{self.path}" + return f"hdfs://{self.path}" else: - return f"hdfs:///{self.name_node}{self.path}" + if "hdfs" not in self.name_node: + return f"hdfs://{self.name_node}{self.path}" + else: + return f"{self.name_node}{self.path}" @property def connector(self): diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 66eb9ce16..83737f766 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -26,7 +26,7 @@ from fate_flow.entity.types import EggRollAddress, StandaloneAddress, HDFSAddress, PathAddress, ApiAddress from fate_flow.errors.job import NoFoundTable from fate_flow.manager.service.output_manager import OutputDataTracking -from fate_flow.runtime.system_settings import LOCALFS_DATA_HOME, STANDALONE_DATA_HOME +from fate_flow.runtime.system_settings import LOCALFS_DATA_HOME, STANDALONE_DATA_HOME, STORAGE from fate_flow.utils import job_utils from fate_flow.utils.io_utils import URI @@ -195,7 +195,7 @@ def uri_to_address(uri): elif uri_schema.schema() == StorageEngine.STANDALONE: address = StandaloneAddress(namespace=uri_schema.namespace, name=uri_schema.name) elif uri_schema.schema() == StorageEngine.HDFS: - address = HDFSAddress(path=uri_schema.path) + address = HDFSAddress(path=uri_schema.path, name_node=uri_schema.authority) elif uri_schema.schema() in [StorageEngine.PATH, StorageEngine.FILE]: address = PathAddress(path=uri_schema.path) elif uri_schema.schema() in [StorageEngine.HTTP]: @@ -266,7 +266,7 @@ def output_data_uri(cls, storage_engine, task_id, is_multi=False): if storage_engine == StorageEngine.STANDALONE: uri = f"{storage_engine}://{STANDALONE_DATA_HOME}/{task_id}/{uuid.uuid1().hex}" elif storage_engine == StorageEngine.HDFS: - uri = f"{storage_engine}://{cls.default_output_fs_path(uuid.uuid1().hex, task_id)}" + uri = cls.default_output_fs_path(uuid.uuid1().hex, task_id, storage_engine=storage_engine) elif storage_engine == StorageEngine.FILE: uri = f"file://{cls.default_output_fs_path(uuid.uuid1().hex, task_id, storage_engine=storage_engine)}" else: @@ -290,7 +290,8 @@ def output_local_uri(cls, name, type_name, task_info, is_multi=False): @classmethod def default_output_fs_path(cls, name, namespace, prefix=None, storage_engine=StorageEngine.HDFS): if storage_engine == StorageEngine.HDFS: - return cls.default_hdfs_path(data_type="output", name=name, namespace=namespace, prefix=prefix) + return f'{STORAGE.get(storage_engine).get("name_node")}' \ + f'{cls.default_hdfs_path(data_type="output", name=name, namespace=namespace, prefix=prefix)}' elif storage_engine == StorageEngine.FILE: return cls.default_localfs_path(data_type="output", name=name, namespace=namespace) From 6ad25e18fcf14ab1ecc512dcb7a361b86931d926 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 20 Jul 2023 16:25:17 +0800 Subject: [PATCH 191/482] fix provider Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/utils/process_utils.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index 04fbd45ca..fc07f143c 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -56,7 +56,7 @@ def run_subprocess(job_id, config_dir, process_cmd, process_name, added_env: dic if added_env: for name, value in added_env.items(): if name.endswith("PATH") and subprocess_env.get(name) is not None: - value = subprocess_env[name] + ":" + value + value += ':' + subprocess_env[name] subprocess_env[name] = value logger.info(f"RUN ENV: {subprocess_env}") p = subprocess.Popen(process_cmd, From 481492a4262f1d374840b9f1ed7d76d36de23179 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 21 Jul 2023 18:29:42 +0800 Subject: [PATCH 192/482] update task config Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/job_default_config.yaml | 1 + conf/service_conf.yaml | 3 +++ python/fate_flow/controller/job_controller.py | 11 +------- .../fate_flow/controller/task_controller.py | 1 + python/fate_flow/entity/spec/dag/_job.py | 1 + python/fate_flow/entity/spec/dag/_task.py | 1 + .../hub/components_wraps/default/_wraps.py | 27 +++++++++++++------ python/fate_flow/hub/scheduler/__init__.py | 2 +- .../hub/scheduler/default/_scheduler.py | 17 +++++++++--- .../fate_flow/runtime/job_default_config.py | 1 + 10 files changed, 43 insertions(+), 22 deletions(-) diff --git a/conf/job_default_config.yaml b/conf/job_default_config.yaml index 8b81623ae..e21e4c828 100644 --- a/conf/job_default_config.yaml +++ b/conf/job_default_config.yaml @@ -1,5 +1,6 @@ # resource job_cores: 4 +computing_partitions: 8 task_run: spark: num-executors: 2 diff --git a/conf/service_conf.yaml b/conf/service_conf.yaml index 694e5b7c0..5c4fb4cb5 100644 --- a/conf/service_conf.yaml +++ b/conf/service_conf.yaml @@ -85,6 +85,9 @@ computing: # default use SPARK_HOME environment variable home: cores: 32 +storage: + hdfs: + name_node: hdfs://fate-cluster hook_module: client_authentication: fate_flow.hook.flow.client_authentication site_authentication: fate_flow.hook.flow.site_authentication diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 40ede3b57..a75d483df 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -40,16 +40,7 @@ class JobController(object): @classmethod def request_create_job(cls, dag_schema: dict, user_name: str = None, is_local=False): dag_schema = DAGSchema(**dag_schema) - if not dag_schema.dag.conf: - dag_schema.dag.conf = JobConfSpec() - dag_schema.dag.conf.initiator_party_id = PARTY_ID - if not dag_schema.dag.conf.scheduler_party_id: - if not is_local: - dag_schema.dag.conf.scheduler_party_id = PARTY_ID - else: - dag_schema.dag.conf.scheduler_party_id = LOCAL_PARTY_ID - RuntimeConfig.SCHEDULER.check_job_parameters(dag_schema) - + RuntimeConfig.SCHEDULER.check_job_parameters(dag_schema, is_local) response = FederatedScheduler.request_create_job( party_id=dag_schema.dag.conf.scheduler_party_id, initiator_party_id=dag_schema.dag.conf.initiator_party_id, diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index 513f21544..cc38181d6 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -63,6 +63,7 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} need run status {need_run}") task_parameters = task_parser.task_parameters task_parameters.engine_run = task_run + task_parameters.computing_partitions = dag_schema.dag.conf.computing_partitions schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} task_parameters" f" {task_parameters.dict()}, provider: {task_parser.provider}") if is_scheduler: diff --git a/python/fate_flow/entity/spec/dag/_job.py b/python/fate_flow/entity/spec/dag/_job.py index f83188075..2f522ac37 100644 --- a/python/fate_flow/entity/spec/dag/_job.py +++ b/python/fate_flow/entity/spec/dag/_job.py @@ -68,6 +68,7 @@ class PipelineModel(BaseModel): inheritance: Optional[InheritConfSpec] cores: Optional[int] task_cores: Optional[int] + computing_partitions: Optional[int] sync_type: Optional[Union[Literal["poll", "callback"]]] auto_retries: Optional[int] model_id: Optional[str] diff --git a/python/fate_flow/entity/spec/dag/_task.py b/python/fate_flow/entity/spec/dag/_task.py index 28a36e580..94241dee4 100644 --- a/python/fate_flow/entity/spec/dag/_task.py +++ b/python/fate_flow/entity/spec/dag/_task.py @@ -43,6 +43,7 @@ class PreTaskConfigSpec(pydantic.BaseModel): conf: TaskRuntimeConfSpec mlmd: MLMDSpec engine_run: Optional[Dict[str, Any]] = {} + computing_partitions: int = None class TaskConfigSpec(pydantic.BaseModel): diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index a6a8e23fc..051ef95f8 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -40,6 +40,7 @@ logger = logging.getLogger(__name__) + class FlowWraps(WrapsABC): def __init__(self, config: PreTaskConfigSpec): self.config = config @@ -257,13 +258,18 @@ def _push_model(self, output_key, output_models: List[ArtifactOutputSpec]): self.log_response(resp, req_info="save model") @staticmethod - def _tar_model(tar_io, path): + def no_metadata_filter(tarinfo): + tarinfo.pax_headers = {} + return tarinfo + + @classmethod + def _tar_model(cls, tar_io, path): with tarfile.open(fileobj=tar_io, mode="x:tar") as tar: for _root, _dir, _files in os.walk(path): for _f in _files: full_path = os.path.join(_root, _f) rel_path = os.path.relpath(full_path, path) - tar.add(full_path, rel_path) + tar.add(full_path, rel_path, filter=cls.no_metadata_filter) tar_io.seek(0) return tar_io @@ -386,7 +392,12 @@ def _intput_data_artifacts(self, key, channel): logger.info(f"role {self.config.role} does not require intput data artifacts") return # data reference conversion - meta = ArtifactInputApplySpec(metadata=Metadata(metadata={}), uri="") + meta = ArtifactInputApplySpec( + metadata=Metadata( + metadata=dict(options=dict(partitions=self.config.computing_partitions)) + ), + uri="" + ) query_field = {} logger.info(f"get key[{key}] channel[{channel}]") if isinstance(channel, DataWarehouseChannelSpec): @@ -430,7 +441,7 @@ def _intput_data_artifacts(self, key, channel): if len(resp_data) == 1: data = resp_data[0] schema = data.get("meta", {}) - meta.metadata.metadata = {"schema": schema} + meta.metadata.metadata.update({"schema": schema}) meta.metadata.source = data.get("source", {}) meta.uri = data.get("path") return meta @@ -438,7 +449,7 @@ def _intput_data_artifacts(self, key, channel): meta_list = [] for data in resp_data: schema = data.get("meta", {}) - meta.metadata.metadata = {"schema": schema} + meta.metadata.metadata.update({"schema": schema}) meta.uri = data.get("path") meta.metadata.source = data.get("source", {}) meta.type_name = data.get("data_type") @@ -507,12 +518,12 @@ def _intput_model_artifacts(self, key, channel): fp = model.extractfile(name).read() model_meta = yaml.safe_load(fp) model_meta = Metadata.parse_obj(model_meta) - model_key = model_meta.model_key - input_model_file = os.path.join(input_model_base, model_key) + model_task_id = model_meta.source.task_id if model_meta.source.task_id else "" + input_model_file = os.path.join(input_model_base, "_".join([model_task_id, model_meta.model_key])) if model_meta.type_name not in [JsonModelArtifactType.type_name]: self._write_model_dir(model, input_model_file) else: - model_fp = model.extractfile(model_key).read() + model_fp = model.extractfile(model_meta.model_key).read() with open(input_model_file, "wb") as fw: fw.write(model_fp) meta.uri = f"file://{input_model_file}" diff --git a/python/fate_flow/hub/scheduler/__init__.py b/python/fate_flow/hub/scheduler/__init__.py index 0579f6253..13e79cd27 100644 --- a/python/fate_flow/hub/scheduler/__init__.py +++ b/python/fate_flow/hub/scheduler/__init__.py @@ -60,6 +60,6 @@ def adapt_party_parameters(cls, dag_schema, role): """ @classmethod - def check_job_parameters(cls, dag_schema): + def check_job_parameters(cls, dag_schema, is_local): """ """ diff --git a/python/fate_flow/hub/scheduler/default/_scheduler.py b/python/fate_flow/hub/scheduler/default/_scheduler.py index d771a04d1..87ff4a214 100644 --- a/python/fate_flow/hub/scheduler/default/_scheduler.py +++ b/python/fate_flow/hub/scheduler/default/_scheduler.py @@ -20,7 +20,7 @@ from fate_flow.controller.job_controller import JobInheritance from fate_flow.controller.task_controller import TaskController from fate_flow.entity.code import SchedulingStatusCode, FederatedSchedulingStatusCode -from fate_flow.entity.spec.dag import DAGSchema +from fate_flow.entity.spec.dag import DAGSchema, JobConfSpec from fate_flow.db.schedule_models import ScheduleJob, ScheduleTaskStatus from fate_flow.entity.types import StatusSet, JobStatus, TaskStatus, EndStatus, InterruptStatus, ResourceOperation, \ FederatedCommunicationType, AutoRerunStatus, ComputingEngine, EngineType @@ -31,7 +31,7 @@ from fate_flow.manager.model.model_meta import ModelMeta from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.runtime.job_default_config import JobDefaultConfig -from fate_flow.runtime.system_settings import ENGINES, COMPUTING_CONF, IGNORE_RESOURCE_ROLES +from fate_flow.runtime.system_settings import ENGINES, COMPUTING_CONF, IGNORE_RESOURCE_ROLES, PARTY_ID, LOCAL_PARTY_ID from fate_flow.scheduler.federated_scheduler import FederatedScheduler from fate_flow.utils import job_utils, schedule_utils, wraps_utils from fate_flow.utils.base_utils import json_dumps @@ -40,7 +40,18 @@ class DAGScheduler(JobSchedulerABC): @classmethod - def check_job_parameters(cls, dag_schema: DAGSchema): + def check_job_parameters(cls, dag_schema: DAGSchema, is_local: bool = False): + if not dag_schema.dag.conf: + dag_schema.dag.conf = JobConfSpec() + dag_schema.dag.conf.initiator_party_id = PARTY_ID + if not dag_schema.dag.conf.scheduler_party_id: + if not is_local: + dag_schema.dag.conf.scheduler_party_id = PARTY_ID + else: + dag_schema.dag.conf.scheduler_party_id = LOCAL_PARTY_ID + if not dag_schema.dag.conf.computing_partitions: + dag_schema.dag.conf.computing_partitions = JobDefaultConfig.computing_partitions + # check inheritance JobInheritance.check(dag_schema.dag.conf.inheritance) diff --git a/python/fate_flow/runtime/job_default_config.py b/python/fate_flow/runtime/job_default_config.py index f7b02cace..dd8941bcf 100644 --- a/python/fate_flow/runtime/job_default_config.py +++ b/python/fate_flow/runtime/job_default_config.py @@ -23,6 +23,7 @@ class JobDefaultConfig(ReloadConfigBase): job_cores = None + computing_partitions = None task_run = None remote_request_timeout = None federated_command_trys = None From 94776ec3f8ee4cda1658c33d62d1a401d26f406b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 24 Jul 2023 12:29:55 +0800 Subject: [PATCH 193/482] update output data schema Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/data/data_manager.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 83737f766..756aa0ef9 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -230,7 +230,7 @@ def get_data_header(delimiter, data_meta): if isinstance(header, str): header = header.split(delimiter) else: - for field in data_meta.get("fields", []): + for field in data_meta.get("schema_meta", {}).get("fields", []): header.append(field.get("name")) return header From 68e3475f96281262e3c2845dff262b44f5c2803c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 24 Jul 2023 16:58:41 +0800 Subject: [PATCH 194/482] fix bug: model save Signed-off-by: zhihuiwan <15779896112@163.com> --- .../hub/components_wraps/default/_wraps.py | 20 +++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 051ef95f8..49e11a9ee 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -246,16 +246,16 @@ def _push_model(self, output_key, output_models: List[ArtifactOutputSpec]): logger.warning(f"Model path no found: {_path}") else: raise ValueError(f"Engine {engine} is not supported") - - resp = self.mlmd.save_model( - model_id=self.config.model_id, - model_version=self.config.model_version, - execution_id=self.config.party_task_id, - output_key=output_key, - fp=tar_io, - type_name=type_name - ) - self.log_response(resp, req_info="save model") + if output_models: + resp = self.mlmd.save_model( + model_id=self.config.model_id, + model_version=self.config.model_version, + execution_id=self.config.party_task_id, + output_key=output_key, + fp=tar_io, + type_name=type_name + ) + self.log_response(resp, req_info="save model") @staticmethod def no_metadata_filter(tarinfo): From 10a809883af53b7bac1ebaacd106b8b546d61cdf Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 24 Jul 2023 18:48:34 +0800 Subject: [PATCH 195/482] check local path when registering the provider Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/provider_app.py | 2 +- .../fate_flow/entity/spec/flow/_provider.py | 27 ++++++++++++++++--- .../manager/service/provider_manager.py | 8 +++--- 3 files changed, 28 insertions(+), 9 deletions(-) diff --git a/python/fate_flow/apps/client/provider_app.py b/python/fate_flow/apps/client/provider_app.py index 47c6909d3..fbc1c19cf 100644 --- a/python/fate_flow/apps/client/provider_app.py +++ b/python/fate_flow/apps/client/provider_app.py @@ -26,7 +26,7 @@ @API.Input.json(version=fields.String(required=True)) @API.Input.json(metadata=fields.Dict(required=True)) def register(name, device, version, metadata): - provider = ProviderManager.get_provider(name=name, device=device, version=version, metadata=metadata) + provider = ProviderManager.get_provider(name=name, device=device, version=version, metadata=metadata, check=True) if provider: operator_type = ProviderManager.register_provider(provider) return API.Output.json(message=f"{operator_type} success") diff --git a/python/fate_flow/entity/spec/flow/_provider.py b/python/fate_flow/entity/spec/flow/_provider.py index c412debce..8d9477672 100644 --- a/python/fate_flow/entity/spec/flow/_provider.py +++ b/python/fate_flow/entity/spec/flow/_provider.py @@ -12,28 +12,47 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +import os from typing import Optional, Union import pydantic +from fate_flow.errors.job import FileNoFound + + +class BaseProvider(pydantic.BaseModel): + def __init__(self, check=False, **kwargs): + super(BaseProvider, self).__init__(**kwargs) + if check: + self.check() + + def check(self): + pass + + +class LocalProviderSpec(BaseProvider): + def check(self): + if not os.path.exists(self.path): + raise FileNoFound(path=self.path) + if self.venv and not os.path.exists(self.venv): + raise FileNoFound(venv=self.venv) -class LocalProviderSpec(pydantic.BaseModel): path: str venv: Optional[str] -class DockerProviderSpec(pydantic.BaseModel): +class DockerProviderSpec(BaseProvider): base_url: str image: str -class K8sProviderSpec(pydantic.BaseModel): +class K8sProviderSpec(BaseProvider): image: str namespace: str config: Optional[dict] -class ProviderSpec(pydantic.BaseModel): +class ProviderSpec(BaseProvider): name: str version: str device: str diff --git a/python/fate_flow/manager/service/provider_manager.py b/python/fate_flow/manager/service/provider_manager.py index 2a74fda0a..043956a21 100644 --- a/python/fate_flow/manager/service/provider_manager.py +++ b/python/fate_flow/manager/service/provider_manager.py @@ -41,13 +41,13 @@ def get_provider_by_provider_name(cls, provider_name) -> ComponentProvider: provider_info.f_metadata) @classmethod - def get_provider(cls, name, device, version, metadata) -> Union[ComponentProvider, None]: + def get_provider(cls, name, device, version, metadata, check=False) -> Union[ComponentProvider, None]: if device == ProviderDevice.LOCAL: - metadata = LocalProviderSpec(**metadata) + metadata = LocalProviderSpec(check, **metadata) elif type == ProviderDevice.DOCKER: - metadata = DockerProviderSpec(**metadata) + metadata = DockerProviderSpec(check,**metadata) elif type == ProviderDevice.K8S: - metadata = K8sProviderSpec(**metadata) + metadata = K8sProviderSpec(check,**metadata) else: return None return ComponentProvider(ProviderSpec(name=name, device=device, version=version, metadata=metadata)) From b736e632a6369c8d8b97145be92cbfaa07c8c1b2 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 24 Jul 2023 19:23:49 +0800 Subject: [PATCH 196/482] filter invalid output data Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/entity/spec/dag/_artifact.py | 1 + python/fate_flow/hub/components_wraps/default/_wraps.py | 3 +++ 2 files changed, 4 insertions(+) diff --git a/python/fate_flow/entity/spec/dag/_artifact.py b/python/fate_flow/entity/spec/dag/_artifact.py index acf5e1669..2b862eb6f 100644 --- a/python/fate_flow/entity/spec/dag/_artifact.py +++ b/python/fate_flow/entity/spec/dag/_artifact.py @@ -93,6 +93,7 @@ class ArtifactOutputSpec(pydantic.BaseModel): uri: str metadata: Metadata type_name: str + consumed: Optional[bool] = None class URI: diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index 49e11a9ee..c0e47c836 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -197,6 +197,9 @@ def _push_data(self, output_key, output_datas: List[ArtifactOutputSpec]): logger.info("save data") logger.info(f"key[{output_key}] output_datas[{output_datas}]") for index, output_data in enumerate(output_datas): + if output_data.consumed is False: + # filter invalid output data + continue namespace = output_data.metadata.namespace name = output_data.metadata.name if not namespace and not name: From 6d1b42bd5aecb8ba3d27eb26a90756364709af5e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 24 Jul 2023 19:51:21 +0800 Subject: [PATCH 197/482] update log Signed-off-by: zhihuiwan <15779896112@163.com> --- .../hub/components_wraps/default/_wraps.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index c0e47c836..dba00550c 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -80,12 +80,12 @@ def run(self): if output_meta.status.code != ReturnCode.Base.SUCCESS: code = ReturnCode.Task.COMPONENT_RUN_FAILED exceptions = output_meta.status.exceptions - logger.exception(exceptions) + logger.error(exceptions) except Exception as e: traceback.format_exc() code = ReturnCode.Task.TASK_RUN_FAILED exceptions = str(e) - logger.exception(e) + logger.error(e) finally: self.report_status(code, exceptions) @@ -156,11 +156,11 @@ def run_component(self, config): output_meta = ComponentOutputMeta.parse_obj(result) logger.debug(output_meta) except: - logger.exception(f"Task run failed, you can see the task result file for details: {task_result}") + logger.error(f"Task run failed, you can see the task result file for details: {task_result}") else: output_meta = ComponentOutputMeta(status=ComponentOutputMeta.Status( code=ReturnCode.Task.NO_FOUND_RUN_RESULT, - exceptions=f"Task output no found. Process exit code {exit_code}" + exceptions=f"No found task output. Process exit code {exit_code}. " )) return output_meta @@ -195,7 +195,7 @@ def push_output(self, output_meta: ComponentOutputMeta): def _push_data(self, output_key, output_datas: List[ArtifactOutputSpec]): logger.info("save data") - logger.info(f"key[{output_key}] output_datas[{output_datas}]") + # logger.debug(f"key[{output_key}] output_datas[{output_datas}]") for index, output_data in enumerate(output_datas): if output_data.consumed is False: # filter invalid output data @@ -246,7 +246,7 @@ def _push_model(self, output_key, output_models: List[ArtifactOutputSpec]): tar_io = self._tar_model(tar_io=tar_io, path=path) type_name = output_model.type_name else: - logger.warning(f"Model path no found: {_path}") + logger.warning(f"No found model path: {_path}") else: raise ValueError(f"Engine {engine} is not supported") if output_models: @@ -292,7 +292,7 @@ def _push_metric(self, output_key, output_metric: ArtifactOutputSpec): ) self.log_response(resp, req_info="save metric") else: - logger.warning(f"Metric path no found: {_path}") + logger.warning(f"No found metric path: {_path}") else: pass @@ -304,7 +304,7 @@ def log_response(resp, req_info): if resp_json.get("code") != ReturnCode.Base.SUCCESS: logging.exception(f"{req_info}: {resp.text}") except Exception: - logger.exception(f"{req_info}: {resp.text}") + logger.error(f"{req_info}: {resp.text}") def _preprocess_input_artifacts(self): input_artifacts = {} From 1e8c20932ac45c87629aa9d3af8aef5727418cf5 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 24 Jul 2023 20:10:02 +0800 Subject: [PATCH 198/482] update log Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/log_app.py | 8 ++++---- python/fate_flow/manager/log/log_manager.py | 2 +- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/python/fate_flow/apps/client/log_app.py b/python/fate_flow/apps/client/log_app.py index 727423171..2d4ba05f7 100644 --- a/python/fate_flow/apps/client/log_app.py +++ b/python/fate_flow/apps/client/log_app.py @@ -36,13 +36,13 @@ def count(log_type, job_id, role=None, party_id=None, task_name=None): @manager.route('/query', methods=['GET']) @API.Input.params(log_type=fields.String(required=True)) @API.Input.params(job_id=fields.String(required=True)) -@API.Input.params(role=fields.String(required=False)) -@API.Input.params(party_id=fields.String(required=False)) -@API.Input.params(task_name=fields.String(required=False)) +@API.Input.params(role=fields.String(required=True)) +@API.Input.params(party_id=fields.String(required=True)) +@API.Input.params(task_name=fields.String(required=True)) @API.Input.params(begin=fields.Integer(required=False)) @API.Input.params(end=fields.Integer(required=False)) @API.Input.params(instance_id=fields.String(required=False)) @cluster_route -def get(log_type, job_id, begin, end, role=None, party_id=None, task_name=None): +def get(log_type, job_id, role, party_id, task_name=None, begin=None, end=None): data = LogManager(log_type, job_id, role=role, party_id=party_id, task_name=task_name).cat_log(begin=begin, end=end) return API.Output.json(data=data) diff --git a/python/fate_flow/manager/log/log_manager.py b/python/fate_flow/manager/log/log_manager.py index e0030ca6b..235437411 100644 --- a/python/fate_flow/manager/log/log_manager.py +++ b/python/fate_flow/manager/log/log_manager.py @@ -22,7 +22,7 @@ class LogManager: def __init__(self, log_type, job_id, party_id="", role="", task_name="", **kwargs): self.log_type = log_type self.job_id = job_id - self.party_id = str(party_id) + self.party_id = party_id self.role = role self.task_name = task_name From ab86c32312ac1a33e15118784a1ed47c24018912 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 24 Jul 2023 20:17:45 +0800 Subject: [PATCH 199/482] rename error file Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/job_app.py | 2 +- python/fate_flow/apps/client/model_app.py | 2 +- python/fate_flow/apps/client/output_app.py | 2 +- python/fate_flow/apps/client/provider_app.py | 2 +- python/fate_flow/apps/client/server_app.py | 2 +- python/fate_flow/apps/client/site_app.py | 2 +- python/fate_flow/apps/client/table_app.py | 2 +- python/fate_flow/apps/partner/partner_app.py | 4 ++-- python/fate_flow/apps/scheduler/scheduler_app.py | 2 +- python/fate_flow/apps/worker/worker_app.py | 2 +- python/fate_flow/controller/app_controller.py | 2 +- python/fate_flow/controller/job_controller.py | 2 +- python/fate_flow/controller/permission_controller.py | 2 +- python/fate_flow/entity/spec/flow/_provider.py | 2 +- python/fate_flow/errors/{job/__init__.py => server_error.py} | 0 .../errors/{error_services.py => zookeeper_error.py} | 0 python/fate_flow/hook/flow/client_authentication.py | 2 +- python/fate_flow/hook/flow/site_authentication.py | 2 +- python/fate_flow/hub/scheduler/default/_scheduler.py | 2 +- python/fate_flow/manager/data/data_manager.py | 2 +- python/fate_flow/manager/model/handel/_base.py | 3 +-- python/fate_flow/manager/service/app_manager.py | 2 +- python/fate_flow/manager/service/service_manager.py | 2 +- python/fate_flow/operation/job_saver.py | 2 +- python/fate_flow/utils/grpc_utils.py | 2 +- python/fate_flow/utils/wraps_utils.py | 2 +- 26 files changed, 25 insertions(+), 26 deletions(-) rename python/fate_flow/errors/{job/__init__.py => server_error.py} (100%) rename python/fate_flow/errors/{error_services.py => zookeeper_error.py} (100%) diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index bc9dd2fa8..97694856b 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -21,7 +21,7 @@ from fate_flow.controller.job_controller import JobController from fate_flow.entity.code import ReturnCode -from fate_flow.errors.job import NoFoundJob, NoFoundTask, FileNoFound +from fate_flow.errors.server_error import NoFoundJob, NoFoundTask, FileNoFound from fate_flow.utils import job_utils from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/apps/client/model_app.py b/python/fate_flow/apps/client/model_app.py index 5ad7ce287..284cb7e79 100644 --- a/python/fate_flow/apps/client/model_app.py +++ b/python/fate_flow/apps/client/model_app.py @@ -19,7 +19,7 @@ from flask import request from webargs import fields -from fate_flow.errors.job import NoFoundFile +from fate_flow.errors.server_error import NoFoundFile from fate_flow.manager.model.model_manager import PipelinedModel from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 7262afa49..54d320104 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -16,7 +16,7 @@ from webargs import fields from fate_flow.entity.code import ReturnCode -from fate_flow.errors.job import NoFoundTask +from fate_flow.errors.server_error import NoFoundTask from fate_flow.manager.data.data_manager import DataManager from fate_flow.manager.model.model_manager import PipelinedModel from fate_flow.manager.metric.metric_manager import OutputMetric diff --git a/python/fate_flow/apps/client/provider_app.py b/python/fate_flow/apps/client/provider_app.py index fbc1c19cf..db36b019c 100644 --- a/python/fate_flow/apps/client/provider_app.py +++ b/python/fate_flow/apps/client/provider_app.py @@ -15,7 +15,7 @@ # from webargs import fields -from fate_flow.errors.job import DeviceNotSupported +from fate_flow.errors.server_error import DeviceNotSupported from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/apps/client/server_app.py b/python/fate_flow/apps/client/server_app.py index 9199ada03..a9982cbc0 100644 --- a/python/fate_flow/apps/client/server_app.py +++ b/python/fate_flow/apps/client/server_app.py @@ -15,7 +15,7 @@ # from webargs import fields -from fate_flow.errors.job import NoFoundServer +from fate_flow.errors.server_error import NoFoundServer from fate_flow.manager.service.service_manager import ServiceRegistry, ServerRegistry from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/apps/client/site_app.py b/python/fate_flow/apps/client/site_app.py index 9f26a1e57..9a83bfcb2 100644 --- a/python/fate_flow/apps/client/site_app.py +++ b/python/fate_flow/apps/client/site_app.py @@ -14,7 +14,7 @@ # limitations under the License. # from fate_flow.entity.code import ReturnCode -from fate_flow.errors.job import IsStandalone +from fate_flow.errors.server_error import IsStandalone from fate_flow.runtime.system_settings import PARTY_ID, IS_STANDALONE from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/apps/client/table_app.py b/python/fate_flow/apps/client/table_app.py index ae02a61ea..1891e6ddd 100644 --- a/python/fate_flow/apps/client/table_app.py +++ b/python/fate_flow/apps/client/table_app.py @@ -18,7 +18,7 @@ from fate_flow.engine import storage from fate_flow.engine.storage import Session from fate_flow.entity.code import ReturnCode -from fate_flow.errors.job import NoFoundTable +from fate_flow.errors.server_error import NoFoundTable from fate_flow.manager.data.data_manager import DataManager from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/apps/partner/partner_app.py b/python/fate_flow/apps/partner/partner_app.py index 92ef1d217..f12e9dbad 100644 --- a/python/fate_flow/apps/partner/partner_app.py +++ b/python/fate_flow/apps/partner/partner_app.py @@ -19,8 +19,8 @@ from fate_flow.controller.task_controller import TaskController from fate_flow.entity.types import TaskStatus from fate_flow.entity.code import ReturnCode -from fate_flow.errors.job import CreateJobFailed, UpdateJobFailed, KillFailed, JobResourceException, NoFoundTask, \ - StartTaskFailed, UpdateTaskFailed, KillTaskFailed, TaskResourceException +from fate_flow.errors.server_error import CreateJobFailed, UpdateJobFailed, KillFailed, JobResourceException,\ + NoFoundTask, StartTaskFailed, UpdateTaskFailed, KillTaskFailed, TaskResourceException from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.operation.job_saver import JobSaver from fate_flow.utils.api_utils import API, stat_logger diff --git a/python/fate_flow/apps/scheduler/scheduler_app.py b/python/fate_flow/apps/scheduler/scheduler_app.py index d35f11528..6e0cf614c 100644 --- a/python/fate_flow/apps/scheduler/scheduler_app.py +++ b/python/fate_flow/apps/scheduler/scheduler_app.py @@ -14,7 +14,7 @@ # limitations under the License. from webargs import fields -from fate_flow.errors.job import UpdateTaskFailed +from fate_flow.errors.server_error import UpdateTaskFailed from fate_flow.operation.job_saver import ScheduleJobSaver from fate_flow.scheduler.job_scheduler import DAGScheduler from fate_flow.utils.api_utils import API diff --git a/python/fate_flow/apps/worker/worker_app.py b/python/fate_flow/apps/worker/worker_app.py index 394e13428..89a6c6282 100644 --- a/python/fate_flow/apps/worker/worker_app.py +++ b/python/fate_flow/apps/worker/worker_app.py @@ -19,7 +19,7 @@ from fate_flow.controller.task_controller import TaskController from fate_flow.entity.code import ReturnCode -from fate_flow.errors.job import NoFoundTask +from fate_flow.errors.server_error import NoFoundTask from fate_flow.manager.data.data_manager import DataManager from fate_flow.manager.model.model_manager import PipelinedModel from fate_flow.manager.metric.metric_manager import OutputMetric diff --git a/python/fate_flow/controller/app_controller.py b/python/fate_flow/controller/app_controller.py index 5911cc2f1..5de1ff9c5 100644 --- a/python/fate_flow/controller/app_controller.py +++ b/python/fate_flow/controller/app_controller.py @@ -17,7 +17,7 @@ import time from fate_flow.db.casbin_models import FATE_CASBIN -from fate_flow.errors.job import RequestExpired, NoFoundAppid, InvalidParameter +from fate_flow.errors.server_error import RequestExpired, NoFoundAppid, InvalidParameter from fate_flow.manager.service.app_manager import AppManager from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import CLIENT_AUTHENTICATION, SITE_AUTHENTICATION diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index a75d483df..b9b3b1d58 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -21,7 +21,7 @@ from fate_flow.entity.spec.dag import DAGSchema, JobConfSpec, InheritConfSpec from fate_flow.entity.types import EndStatus, JobStatus, TaskStatus from fate_flow.entity.code import ReturnCode -from fate_flow.errors.job import NoFoundJob, InheritanceFailed +from fate_flow.errors.server_error import NoFoundJob, InheritanceFailed from fate_flow.manager.metric.metric_manager import OutputMetric from fate_flow.manager.model.model_manager import PipelinedModel from fate_flow.manager.model.model_meta import ModelMeta diff --git a/python/fate_flow/controller/permission_controller.py b/python/fate_flow/controller/permission_controller.py index d0602ca27..d55b48a49 100644 --- a/python/fate_flow/controller/permission_controller.py +++ b/python/fate_flow/controller/permission_controller.py @@ -1,5 +1,5 @@ from fate_flow.db.casbin_models import PERMISSION_CASBIN as PC -from fate_flow.errors.job import NoPermission, PermissionOperateError +from fate_flow.errors.server_error import NoPermission, PermissionOperateError from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.utils.log_utils import getLogger from fate_flow.entity.types import PermissionParameters, DataSet, PermissionType diff --git a/python/fate_flow/entity/spec/flow/_provider.py b/python/fate_flow/entity/spec/flow/_provider.py index 8d9477672..a61758c83 100644 --- a/python/fate_flow/entity/spec/flow/_provider.py +++ b/python/fate_flow/entity/spec/flow/_provider.py @@ -17,7 +17,7 @@ import pydantic -from fate_flow.errors.job import FileNoFound +from fate_flow.errors.server_error import FileNoFound class BaseProvider(pydantic.BaseModel): diff --git a/python/fate_flow/errors/job/__init__.py b/python/fate_flow/errors/server_error.py similarity index 100% rename from python/fate_flow/errors/job/__init__.py rename to python/fate_flow/errors/server_error.py diff --git a/python/fate_flow/errors/error_services.py b/python/fate_flow/errors/zookeeper_error.py similarity index 100% rename from python/fate_flow/errors/error_services.py rename to python/fate_flow/errors/zookeeper_error.py diff --git a/python/fate_flow/hook/flow/client_authentication.py b/python/fate_flow/hook/flow/client_authentication.py index 4cfa6469b..18f97c16f 100644 --- a/python/fate_flow/hook/flow/client_authentication.py +++ b/python/fate_flow/hook/flow/client_authentication.py @@ -1,6 +1,6 @@ from fate_flow.controller.app_controller import Authentication, PermissionController from fate_flow.entity.code import ReturnCode -from fate_flow.errors.job import InvalidParameter +from fate_flow.errors.server_error import InvalidParameter from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import AuthenticationReturn, AuthenticationParameters diff --git a/python/fate_flow/hook/flow/site_authentication.py b/python/fate_flow/hook/flow/site_authentication.py index 1d25257c9..70706a253 100644 --- a/python/fate_flow/hook/flow/site_authentication.py +++ b/python/fate_flow/hook/flow/site_authentication.py @@ -2,7 +2,7 @@ from fate_flow.controller.app_controller import PermissionController, Authentication from fate_flow.entity.code import ReturnCode -from fate_flow.errors.job import NoFoundAppid +from fate_flow.errors.server_error import NoFoundAppid from fate_flow.hook import HookManager from fate_flow.hook.common.parameters import SignatureParameters, SignatureReturn, AuthenticationParameters, \ AuthenticationReturn diff --git a/python/fate_flow/hub/scheduler/default/_scheduler.py b/python/fate_flow/hub/scheduler/default/_scheduler.py index 87ff4a214..9ce868899 100644 --- a/python/fate_flow/hub/scheduler/default/_scheduler.py +++ b/python/fate_flow/hub/scheduler/default/_scheduler.py @@ -25,7 +25,7 @@ from fate_flow.entity.types import StatusSet, JobStatus, TaskStatus, EndStatus, InterruptStatus, ResourceOperation, \ FederatedCommunicationType, AutoRerunStatus, ComputingEngine, EngineType from fate_flow.entity.code import ReturnCode -from fate_flow.errors.job import NoFoundJob, JobParamsError +from fate_flow.errors.server_error import NoFoundJob, JobParamsError from fate_flow.hub.flow_hub import FlowHub from fate_flow.hub.scheduler import JobSchedulerABC from fate_flow.manager.model.model_meta import ModelMeta diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 756aa0ef9..87cf0b119 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -24,7 +24,7 @@ from fate_flow.engine import storage from fate_flow.engine.storage import Session, StorageEngine, DataType from fate_flow.entity.types import EggRollAddress, StandaloneAddress, HDFSAddress, PathAddress, ApiAddress -from fate_flow.errors.job import NoFoundTable +from fate_flow.errors.server_error import NoFoundTable from fate_flow.manager.service.output_manager import OutputDataTracking from fate_flow.runtime.system_settings import LOCALFS_DATA_HOME, STANDALONE_DATA_HOME, STORAGE from fate_flow.utils import job_utils diff --git a/python/fate_flow/manager/model/handel/_base.py b/python/fate_flow/manager/model/handel/_base.py index 55fd620eb..5bc6bbe16 100644 --- a/python/fate_flow/manager/model/handel/_base.py +++ b/python/fate_flow/manager/model/handel/_base.py @@ -22,8 +22,7 @@ from werkzeug.datastructures import FileStorage from fate_flow.entity.spec.flow import Metadata -from fate_flow.entity.types import ModelFileFormat -from fate_flow.errors.job import NoFoundModelOutput +from fate_flow.errors.server_error import NoFoundModelOutput from fate_flow.manager.model.model_meta import ModelMeta from fate_flow.operation.job_saver import JobSaver diff --git a/python/fate_flow/manager/service/app_manager.py b/python/fate_flow/manager/service/app_manager.py index 44e08d982..6e59a77bd 100644 --- a/python/fate_flow/manager/service/app_manager.py +++ b/python/fate_flow/manager/service/app_manager.py @@ -17,7 +17,7 @@ from fate_flow.db.base_models import BaseModelOperate from fate_flow.db.permission_models import AppInfo, PartnerAppInfo from fate_flow.entity.types import AppType -from fate_flow.errors.job import NoFoundAppid, IsExistsRole +from fate_flow.errors.server_error import NoFoundAppid, IsExistsRole from fate_flow.runtime.system_settings import ADMIN_KEY, CLIENT_AUTHENTICATION, APP_TOKEN_LENGTH, SITE_AUTHENTICATION, \ PARTY_ID from fate_flow.utils.base_utils import generate_random_id diff --git a/python/fate_flow/manager/service/service_manager.py b/python/fate_flow/manager/service/service_manager.py index 1ac13d831..5c5d627ed 100644 --- a/python/fate_flow/manager/service/service_manager.py +++ b/python/fate_flow/manager/service/service_manager.py @@ -32,7 +32,7 @@ from fate_flow.db import ServiceRegistryInfo, ServerRegistryInfo from fate_flow.db.base_models import DB from fate_flow.entity.types import FlowInstance -from fate_flow.errors.error_services import ServiceNotSupported, ServicesError, ZooKeeperNotConfigured, \ +from fate_flow.errors.zookeeper_error import ServiceNotSupported, ServicesError, ZooKeeperNotConfigured, \ MissingZooKeeperUsernameOrPassword, ZooKeeperBackendError from fate_flow.runtime.reload_config_base import ReloadConfigBase from fate_flow.runtime.system_settings import RANDOM_INSTANCE_ID, HOST, HTTP_PORT, GRPC_PORT, ZOOKEEPER_REGISTRY, \ diff --git a/python/fate_flow/operation/job_saver.py b/python/fate_flow/operation/job_saver.py index 957764472..fd52e4e09 100644 --- a/python/fate_flow/operation/job_saver.py +++ b/python/fate_flow/operation/job_saver.py @@ -18,7 +18,7 @@ from fate_flow.db.base_models import DB from fate_flow.db.db_models import Job, Task from fate_flow.entity.code import ReturnCode -from fate_flow.errors.job import NoFoundTask +from fate_flow.errors.server_error import NoFoundTask from fate_flow.operation.base_saver import BaseSaver from fate_flow.db.schedule_models import ScheduleJob, ScheduleTask, ScheduleTaskStatus diff --git a/python/fate_flow/utils/grpc_utils.py b/python/fate_flow/utils/grpc_utils.py index 72fc80222..9207e2ff2 100644 --- a/python/fate_flow/utils/grpc_utils.py +++ b/python/fate_flow/utils/grpc_utils.py @@ -13,7 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # -from fate_flow.errors.job import ResponseException +from fate_flow.errors.server_error import ResponseException from fate_flow.proto.osx import osx_pb2, osx_pb2_grpc from fate_flow.proto.rollsite import proxy_pb2_grpc, basic_meta_pb2, proxy_pb2 diff --git a/python/fate_flow/utils/wraps_utils.py b/python/fate_flow/utils/wraps_utils.py index 746d8cd30..88c4a1a7f 100644 --- a/python/fate_flow/utils/wraps_utils.py +++ b/python/fate_flow/utils/wraps_utils.py @@ -19,7 +19,7 @@ from fate_flow.entity.code import ReturnCode from flask import request as flask_request -from fate_flow.errors.job import NoFoundTask, ResponseException, NoFoundINSTANCE +from fate_flow.errors.server_error import NoFoundTask, ResponseException, NoFoundINSTANCE from fate_flow.hook import HookManager from fate_flow.operation.job_saver import JobSaver from fate_flow.runtime.runtime_config import RuntimeConfig From bc2fc6f99adef2c1acd6998a38a3a8c51f93c91c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 25 Jul 2023 14:13:01 +0800 Subject: [PATCH 200/482] fix job inheritance Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/job_controller.py | 6 +++--- python/fate_flow/manager/metric/metric_manager.py | 9 ++++----- python/fate_flow/manager/service/resource_manager.py | 4 +++- 3 files changed, 10 insertions(+), 9 deletions(-) diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index b9b3b1d58..a59957b01 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -410,7 +410,7 @@ def callback(target_task, source_task): task_id=source_task.f_task_id, task_version=source_task.f_task_version ).save_as( - job_id=target_task.f_task_id, + job_id=target_task.f_job_id, role=target_task.f_role, party_id=target_task.f_party_id, task_name=target_task.f_task_name, @@ -432,8 +432,8 @@ def callback(target_task, source_task): "party_id": target_task.f_party_id } update_info = {} - update_list = ["cmd", "elapsed", "end_date", "end_time", "engine_conf", "party_status", "run_ip", - "run_pid", "start_date", "start_time", "status", "worker_id"] + update_list = ["cmd", "elapsed", "end_time", "engine_conf", "party_status", "run_ip", + "run_pid", "start_time", "status", "worker_id"] for k in update_list: update_info[k] = getattr(source_task, f"f_{k}") task_info.update(update_info) diff --git a/python/fate_flow/manager/metric/metric_manager.py b/python/fate_flow/manager/metric/metric_manager.py index c17de2715..b2bc61d03 100644 --- a/python/fate_flow/manager/metric/metric_manager.py +++ b/python/fate_flow/manager/metric/metric_manager.py @@ -40,11 +40,10 @@ def save_output_metrics(self, data): ) def save_as(self, job_id, role, party_id, task_name, task_id, task_version): - metrics = self.read_metrics() - for metric in metrics: - self._insert_metrics_into_db( - job_id, role, party_id, task_id, task_version, task_name, MetricData(**metric) - ) + data_list = self.read_metrics() + self._insert_metrics_into_db( + job_id, role, party_id, task_id, task_version, task_name, data_list + ) @DB.connection_context() def _insert_metrics_into_db(self, job_id, role, party_id, task_id, task_version, task_name, data_list): diff --git a/python/fate_flow/manager/service/resource_manager.py b/python/fate_flow/manager/service/resource_manager.py index 814387839..e5e77235c 100644 --- a/python/fate_flow/manager/service/resource_manager.py +++ b/python/fate_flow/manager/service/resource_manager.py @@ -213,7 +213,9 @@ def update_resource_sql(cls, resource_model: typing.Union[EngineRegistry, Job], updates = {resource_model.f_remaining_cores: resource_model.f_remaining_cores - cores, resource_model.f_remaining_memory: resource_model.f_remaining_memory - memory} elif operation_type is ResourceOperation.RETURN: - filters = [] + filters = [ + resource_model.f_remaining_cores + cores <= resource_model.f_cores + ] updates = {resource_model.f_remaining_cores: resource_model.f_remaining_cores + cores, resource_model.f_remaining_memory: resource_model.f_remaining_memory + memory} else: From 5c8b867b126c92ba3029a3026a9ef4c2b5d7c34e Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 25 Jul 2023 14:13:14 +0800 Subject: [PATCH 201/482] fix model download Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/model/handel/_mysql.py | 2 +- python/fate_flow/manager/model/handel/_tencent_cos.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/manager/model/handel/_mysql.py b/python/fate_flow/manager/model/handel/_mysql.py index 983dea88d..56372f772 100644 --- a/python/fate_flow/manager/model/handel/_mysql.py +++ b/python/fate_flow/manager/model/handel/_mysql.py @@ -64,7 +64,7 @@ def _save_as(self, storage_key, path): memory = self.engine.read(storage_key) memory.seek(0) with open(path, "wb") as f: - f.write(memory) + f.write(memory.read()) return path @staticmethod diff --git a/python/fate_flow/manager/model/handel/_tencent_cos.py b/python/fate_flow/manager/model/handel/_tencent_cos.py index 31ff77a03..bf4f9db2e 100644 --- a/python/fate_flow/manager/model/handel/_tencent_cos.py +++ b/python/fate_flow/manager/model/handel/_tencent_cos.py @@ -62,7 +62,7 @@ def _save_as(self, storage_key, path): memory = self.engine.read(storage_key) memory.seek(0) with open(path, "wb") as f: - f.write(memory) + f.write(memory.read()) return path @staticmethod From 58284335d03d00b1918714528bcadfeb4f4a5d24 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 25 Jul 2023 18:37:14 +0800 Subject: [PATCH 202/482] init deepspeed launcher Signed-off-by: zhihuiwan <15779896112@163.com> --- .../fate_flow/controller/task_controller.py | 25 +++++++-- python/fate_flow/db/db_models.py | 4 +- .../engine/backend/launcher/__init__.py | 15 +++++ .../engine/backend/launcher/deepspeed.py | 55 +++++++++++++++++++ python/fate_flow/entity/spec/dag/__init__.py | 1 + python/fate_flow/entity/spec/dag/_device.py | 6 ++ python/fate_flow/entity/types/_engine.py | 5 ++ .../fate_flow/hub/parser/default/_parser.py | 4 ++ 8 files changed, 109 insertions(+), 6 deletions(-) create mode 100644 python/fate_flow/engine/backend/launcher/__init__.py create mode 100644 python/fate_flow/engine/backend/launcher/deepspeed.py diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index cc38181d6..8d7f6eb29 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -20,13 +20,13 @@ from fate_flow.db.db_models import Task from fate_flow.db.schedule_models import ScheduleTask, ScheduleJob, ScheduleTaskStatus from fate_flow.engine.devices import build_engine -from fate_flow.entity.spec.dag import DAGSchema +from fate_flow.entity.spec.dag import DAGSchema, LauncherSpec from fate_flow.hub.flow_hub import FlowHub from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.manager.service.worker_manager import WorkerManager from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.scheduler.federated_scheduler import FederatedScheduler -from fate_flow.entity.types import EndStatus, TaskStatus, FederatedCommunicationType +from fate_flow.entity.types import EndStatus, TaskStatus, FederatedCommunicationType, LauncherType from fate_flow.entity.code import FederatedSchedulingStatusCode from fate_flow.operation.job_saver import JobSaver, ScheduleJobSaver from fate_flow.utils import job_utils @@ -99,11 +99,26 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task.f_sync_type = dag_schema.dag.conf.sync_type task.f_task_run = task_run task.f_task_cores = task_cores - if role == "local": - task.f_run_ip = RuntimeConfig.JOB_SERVER_HOST - task.f_run_port = RuntimeConfig.HTTP_PORT + cls.update_local(task) + cls.update_launcher_config(task, task_parser.task_runtime_launcher) JobSaver.create_task(task.to_human_model_dict()) + @staticmethod + def update_local(task): + # HA need route to local + if task.f_role == "local": + task.f_run_ip = RuntimeConfig.JOB_SERVER_HOST + task.f_run_port = RuntimeConfig.HTTP_PORT + + @staticmethod + def update_launcher_config(task, task_runtime_launcher): + # support deepspeed and other launcher + schedule_logger(task.f_job_id).info(f"task runtime launcher: {task_runtime_launcher}") + launcher = LauncherSpec.parse_obj(task_runtime_launcher) + if launcher.name and launcher.name != LauncherType.DEFAULT: + task.f_launcher_name = launcher.name + task.f_launcher_conf = launcher.conf + @staticmethod def create_schedule_tasks(job: ScheduleJob, dag_schema): for party in job.f_parties: diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index d94a9f781..df2dc227b 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -82,7 +82,6 @@ class Task(DataBaseModel): f_run_port = IntegerField(null=True) f_run_pid = IntegerField(null=True) f_party_status = CharField(max_length=50) - f_provider_info = JSONField(null=True) f_provider_name = CharField(max_length=50) f_task_parameters = JSONField(null=True) f_engine_conf = JSONField(null=True) @@ -90,6 +89,9 @@ class Task(DataBaseModel): f_error_report = TextField(default="") f_sync_type = CharField(max_length=20) + f_launcher_name = CharField(max_length=20, null=True) + f_launcher_conf = JSONField(null=True) + f_start_time = BigIntegerField(null=True) f_end_time = BigIntegerField(null=True) f_elapsed = BigIntegerField(null=True) diff --git a/python/fate_flow/engine/backend/launcher/__init__.py b/python/fate_flow/engine/backend/launcher/__init__.py new file mode 100644 index 000000000..878d3a9c5 --- /dev/null +++ b/python/fate_flow/engine/backend/launcher/__init__.py @@ -0,0 +1,15 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# diff --git a/python/fate_flow/engine/backend/launcher/deepspeed.py b/python/fate_flow/engine/backend/launcher/deepspeed.py new file mode 100644 index 000000000..fa2d8a460 --- /dev/null +++ b/python/fate_flow/engine/backend/launcher/deepspeed.py @@ -0,0 +1,55 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import datetime +import os +import sys +from abc import ABC + +from fate_flow.engine.backend._base import EngineABC +from fate_flow.entity.types import BaseStatus + + +class StatusSet(BaseStatus): + NEW = "NEW" + NEW_TIMEOUT = "NEW_TIMEOUT" + ACTIVE = "ACTIVE" + CLOSED = "CLOSED" + KILLED = "KILLED" + ERROR = "ERROR" + FINISHED = "FINISHED" + + +class EndStatus(BaseStatus): + NEW_TIMEOUT = StatusSet.NEW_TIMEOUT + CLOSED = StatusSet.CLOSED + FAILED = StatusSet.KILLED + ERROR = StatusSet.ERROR + FINISHED = StatusSet.FINISHED + + +class EggrollDeepspeedEngine(EngineABC, ABC): + @staticmethod + def run(self, task_info, run_parameters, engine_run, provider_name, output_path): + parameters = TaskConfigSpec.parse_obj(run_parameters) + if parameters.conf.computing.type == ComputingEngine.EGGROLL: + # update eggroll options + parameters.conf.computing.metadata.options.update(engine_run) + return WorkerManager.start_task_worker( + worker_name=WorkerName.TASK_EXECUTE, + task_info=task_info, + common_cmd=self.generate_component_run_cmd(provider_name, output_path), + task_parameters=parameters.dict() + ) \ No newline at end of file diff --git a/python/fate_flow/entity/spec/dag/__init__.py b/python/fate_flow/entity/spec/dag/__init__.py index 5e28e3b2e..b8c5585c6 100644 --- a/python/fate_flow/entity/spec/dag/__init__.py +++ b/python/fate_flow/entity/spec/dag/__init__.py @@ -29,3 +29,4 @@ PulsarFederationSpec, RabbitMQFederationSpec from fate_flow.entity.spec.dag._logger import FlowLogger from fate_flow.entity.spec.dag._mlmd import MLMDSpec +from fate_flow.entity.spec.dag._device import LauncherSpec diff --git a/python/fate_flow/entity/spec/dag/_device.py b/python/fate_flow/entity/spec/dag/_device.py index efc2b4dc7..ec3677094 100644 --- a/python/fate_flow/entity/spec/dag/_device.py +++ b/python/fate_flow/entity/spec/dag/_device.py @@ -15,6 +15,7 @@ from typing import Literal import pydantic +from pydantic import typing class CPUSpec(pydantic.BaseModel): @@ -25,3 +26,8 @@ class CPUSpec(pydantic.BaseModel): class GPUSpec(pydantic.BaseModel): type: Literal["GPU"] metadata: dict = {} + + +class LauncherSpec(pydantic.BaseModel): + name: str = "default" + conf: dict = {} diff --git a/python/fate_flow/entity/types/_engine.py b/python/fate_flow/entity/types/_engine.py index dc3c8866e..ea68c6b81 100644 --- a/python/fate_flow/entity/types/_engine.py +++ b/python/fate_flow/entity/types/_engine.py @@ -55,3 +55,8 @@ class CoordinationProxyService(object): class FederatedCommunicationType(object): POLL = "poll" CALLBACK = "callback" + + +class LauncherType(object): + DEFAULT = "default" + DEEPSPEED = "deepspeed" diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index e41120448..2cb68a923 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -168,6 +168,10 @@ def task_runtime_conf(self): _rc = self.task_node.conf.get(self.role, {}).get(self.party_id, {}) return _rc if _rc else {} + @property + def task_runtime_launcher(self): + return self.task_runtime_conf.get("launcher", {}) + @property def provider(self): if not self._provider: From 5afc2a7678cdc0ab89eb7ed7932b991cac277e14 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 25 Jul 2023 19:14:05 +0800 Subject: [PATCH 203/482] fix provider bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/task_controller.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index cc38181d6..0fd6059c7 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -61,11 +61,6 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, ) need_run = task_parser.need_run schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} need run status {need_run}") - task_parameters = task_parser.task_parameters - task_parameters.engine_run = task_run - task_parameters.computing_partitions = dag_schema.dag.conf.computing_partitions - schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} task_parameters" - f" {task_parameters.dict()}, provider: {task_parser.provider}") if is_scheduler: if need_run: task = ScheduleTask() @@ -80,6 +75,11 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task.f_parties = [party.dict() for party in dag_schema.dag.parties] ScheduleJobSaver.create_task(task.to_human_model_dict()) else: + task_parameters = task_parser.task_parameters + task_parameters.engine_run = task_run + task_parameters.computing_partitions = dag_schema.dag.conf.computing_partitions + schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} task_parameters" + f" {task_parameters.dict()}, provider: {task_parser.provider}") schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} " f"provider: {task_parser.provider}") task = Task() From fd6e200c7dd48c581febb2aec9ae86ce2fa2a60b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 26 Jul 2023 13:23:51 +0800 Subject: [PATCH 204/482] fix service script Signed-off-by: zhihuiwan <15779896112@163.com> --- bin/service.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/bin/service.sh b/bin/service.sh index 3ec778c2c..5f213fd75 100644 --- a/bin/service.sh +++ b/bin/service.sh @@ -28,7 +28,7 @@ echo "PROJECT_BASE: "${PROJECT_BASE} INI_ENV_SCRIPT=${FATE_FLOW_BASE}/bin/init_env.sh echo $INI_ENV_SCRIPT if test -f "${INI_ENV_SCRIPT}"; then - source ${$INI_ENV_SCRIPT}/bin/init_env.sh + source $INI_ENV_SCRIPT echo "PYTHONPATH: "${PYTHONPATH} else echo "file not found: ${INI_ENV_SCRIPT}" From 8011501749a6d30f2b5cbc1abfed9b31d5570362 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 28 Jul 2023 10:34:16 +0800 Subject: [PATCH 205/482] init deepspeed scheduler Signed-off-by: zhihuiwan <15779896112@163.com> --- conf/job_default_config.yaml | 4 + .../fate_flow/controller/task_controller.py | 17 +- python/fate_flow/engine/backend/_base.py | 44 ++-- python/fate_flow/engine/backend/_eggroll.py | 2 +- python/fate_flow/engine/backend/_session.py | 12 +- python/fate_flow/engine/backend/_spark.py | 2 +- .../engine/backend/eggroll_deepspeed.py | 225 ++++++++++++++++++ .../engine/backend/launcher/__init__.py | 15 -- .../engine/backend/launcher/deepspeed.py | 55 ----- python/fate_flow/entity/spec/dag/_task.py | 2 + .../hub/components_wraps/default/_wraps.py | 19 +- .../fate_flow/hub/parser/default/_parser.py | 2 +- .../fate_flow/runtime/job_default_config.py | 1 + 13 files changed, 287 insertions(+), 113 deletions(-) create mode 100644 python/fate_flow/engine/backend/eggroll_deepspeed.py delete mode 100644 python/fate_flow/engine/backend/launcher/__init__.py delete mode 100644 python/fate_flow/engine/backend/launcher/deepspeed.py diff --git a/conf/job_default_config.yaml b/conf/job_default_config.yaml index e21e4c828..c79e8b831 100644 --- a/conf/job_default_config.yaml +++ b/conf/job_default_config.yaml @@ -21,3 +21,7 @@ task_logger: debug_mode: true task_device: type: CPU +launcher: + deepspeed: + timeout: 21600 # s + world_size: 2 diff --git a/python/fate_flow/controller/task_controller.py b/python/fate_flow/controller/task_controller.py index 25bc6b1e6..5f193f20f 100644 --- a/python/fate_flow/controller/task_controller.py +++ b/python/fate_flow/controller/task_controller.py @@ -13,6 +13,7 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import copy import os import yaml @@ -24,6 +25,7 @@ from fate_flow.hub.flow_hub import FlowHub from fate_flow.manager.service.resource_manager import ResourceManager from fate_flow.manager.service.worker_manager import WorkerManager +from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.scheduler.federated_scheduler import FederatedScheduler from fate_flow.entity.types import EndStatus, TaskStatus, FederatedCommunicationType, LauncherType @@ -80,8 +82,6 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task_parameters.computing_partitions = dag_schema.dag.conf.computing_partitions schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} task_parameters" f" {task_parameters.dict()}, provider: {task_parser.provider}") - schedule_logger(job_id).info(f"task {task_name} role {role} part id {party_id} " - f"provider: {task_parser.provider}") task = Task() task.f_job_id = job_id task.f_role = role @@ -93,14 +93,14 @@ def create_task(cls, job_id, role, party_id, task_name, dag_schema, job_parser, task.f_scheduler_party_id = dag_schema.dag.conf.scheduler_party_id task.f_status = TaskStatus.WAITING if need_run else TaskStatus.PASS task.f_party_status = TaskStatus.WAITING - task.f_component_parameters = task_parameters.dict() task.f_execution_id = execution_id task.f_provider_name = task_parser.provider task.f_sync_type = dag_schema.dag.conf.sync_type task.f_task_run = task_run task.f_task_cores = task_cores cls.update_local(task) - cls.update_launcher_config(task, task_parser.task_runtime_launcher) + cls.update_launcher_config(task, task_parser.task_runtime_launcher, task_parameters) + task.f_component_parameters = task_parameters.dict() JobSaver.create_task(task.to_human_model_dict()) @staticmethod @@ -111,13 +111,16 @@ def update_local(task): task.f_run_port = RuntimeConfig.HTTP_PORT @staticmethod - def update_launcher_config(task, task_runtime_launcher): + def update_launcher_config(task, task_runtime_launcher, task_parameters): # support deepspeed and other launcher schedule_logger(task.f_job_id).info(f"task runtime launcher: {task_runtime_launcher}") launcher = LauncherSpec.parse_obj(task_runtime_launcher) if launcher.name and launcher.name != LauncherType.DEFAULT: - task.f_launcher_name = launcher.name - task.f_launcher_conf = launcher.conf + task_parameters.launcher_name = task.f_launcher_name = launcher.name + launcher_conf = copy.deepcopy(JobDefaultConfig.launcher.get(task_parameters.launcher_name)) + if launcher.conf: + launcher_conf.update(launcher.conf) + task_parameters.launcher_conf = task.f_launcher_conf = launcher_conf @staticmethod def create_schedule_tasks(job: ScheduleJob, dag_schema): diff --git a/python/fate_flow/engine/backend/_base.py b/python/fate_flow/engine/backend/_base.py index 2a912a9bc..ec42755bc 100644 --- a/python/fate_flow/engine/backend/_base.py +++ b/python/fate_flow/engine/backend/_base.py @@ -67,9 +67,13 @@ def get_component_define(cls, provider_name, task_info, stage): return yaml.safe_load(fr) return {} - @classmethod - def cleanup(cls, provider_name, task_info, config): - cmd = cls.generate_cleanup_cmd(provider_name) + def _cleanup1(self, **kwargs): + # backend cleanup + pass + + def _cleanup2(self, provider_name, task_info, config, **kwargs): + # engine cleanup: computing、federation .. + cmd = self.generate_cleanup_cmd(provider_name) if cmd: logging.info(f"start clean task, config: {config}") @@ -82,35 +86,33 @@ def cleanup(cls, provider_name, task_info, config): p.wait() logging.info(f"clean success") + def cleanup(self, provider_name, task_info, config, party_task_id, **kwargs): + self._cleanup1(session_id=party_task_id, task_info=task_info) + self._cleanup2(provider_name, task_info, config, **kwargs) + @staticmethod def generate_component_run_cmd(provider_name, output_path=""): if provider_name == ProviderName.FATE: from fate_flow.worker.fate_executor import FateSubmit module_file_path = sys.modules[FateSubmit.__module__].__file__ - common_cmd = [ - module_file_path, - "component", - "execute", - "--env-name", - "FATE_TASK_CONFIG", - "--execution-final-meta-path", - output_path - ] elif provider_name == ProviderName.FATE_FLOW: from fate_flow.worker.fate_flow_executor import FateFlowSubmit module_file_path = sys.modules[FateFlowSubmit.__module__].__file__ - common_cmd = [ - module_file_path, - "component", - "execute", - "--env-name", - "FATE_TASK_CONFIG", - "--execution-final-meta-path", - output_path - ] + else: raise ValueError(f"load provider {provider_name} failed") + + common_cmd = [ + module_file_path, + "component", + "execute", + "--env-name", + "FATE_TASK_CONFIG", + "--execution-final-meta-path", + output_path + ] + return common_cmd @staticmethod diff --git a/python/fate_flow/engine/backend/_eggroll.py b/python/fate_flow/engine/backend/_eggroll.py index f427d530f..b98624564 100644 --- a/python/fate_flow/engine/backend/_eggroll.py +++ b/python/fate_flow/engine/backend/_eggroll.py @@ -20,7 +20,7 @@ class EggrollEngine(LocalEngine): - def run(self, task_info, run_parameters, engine_run, provider_name, output_path): + def run(self, task_info, run_parameters, engine_run, provider_name, output_path, **kwargs): parameters = TaskConfigSpec.parse_obj(run_parameters) if parameters.conf.computing.type == ComputingEngine.EGGROLL: # update eggroll options diff --git a/python/fate_flow/engine/backend/_session.py b/python/fate_flow/engine/backend/_session.py index af5381a37..41e0da08e 100644 --- a/python/fate_flow/engine/backend/_session.py +++ b/python/fate_flow/engine/backend/_session.py @@ -15,12 +15,18 @@ # from fate_flow.engine.backend._eggroll import EggrollEngine from fate_flow.engine.backend._spark import SparkEngine -from fate_flow.entity.types import ComputingEngine +from fate_flow.engine.backend.eggroll_deepspeed import EggrollDeepspeedEngine +from fate_flow.entity.types import ComputingEngine, LauncherType -def build_backend(backend_name: str): +def build_backend(backend_name: str, launcher_name: str = LauncherType.DEFAULT): if backend_name in {ComputingEngine.EGGROLL, ComputingEngine.STANDALONE}: - backend = EggrollEngine() + if launcher_name == LauncherType.DEEPSPEED: + backend = EggrollDeepspeedEngine() + elif not launcher_name or launcher_name == LauncherType.DEFAULT: + backend = EggrollEngine() + else: + raise ValueError(f'backend "{backend_name}" launcher {launcher_name} is not supported') elif backend_name == ComputingEngine.SPARK: backend = SparkEngine() else: diff --git a/python/fate_flow/engine/backend/_spark.py b/python/fate_flow/engine/backend/_spark.py index 7235ca32e..d5dcbe912 100644 --- a/python/fate_flow/engine/backend/_spark.py +++ b/python/fate_flow/engine/backend/_spark.py @@ -24,7 +24,7 @@ class SparkEngine(LocalEngine): - def run(self, task_info, run_parameters, output_path, engine_run, provider_name): + def run(self, task_info, run_parameters, output_path, engine_run, provider_name, **kwargs): spark_home = None if not spark_home: try: diff --git a/python/fate_flow/engine/backend/eggroll_deepspeed.py b/python/fate_flow/engine/backend/eggroll_deepspeed.py new file mode 100644 index 000000000..dd8f2c395 --- /dev/null +++ b/python/fate_flow/engine/backend/eggroll_deepspeed.py @@ -0,0 +1,225 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import datetime +import logging +import os +import sys +import time +import traceback + +from fate_flow.engine.backend._base import LocalEngine +from fate_flow.entity.types import BaseStatus, TaskStatus +from fate_flow.utils import job_utils +from fate_flow.worker.fate_executor import FateSubmit + +logger = logging.getLogger(__name__) + + +class StatusSet(BaseStatus): + NEW = "NEW" + NEW_TIMEOUT = "NEW_TIMEOUT" + ACTIVE = "ACTIVE" + CLOSED = "CLOSED" + KILLED = "KILLED" + ERROR = "ERROR" + FINISHED = "FINISHED" + + +class EndStatus(BaseStatus): + NEW_TIMEOUT = StatusSet.NEW_TIMEOUT + CLOSED = StatusSet.CLOSED + FAILED = StatusSet.KILLED + ERROR = StatusSet.ERROR + FINISHED = StatusSet.FINISHED + + +class EggrollDeepspeedEngine(LocalEngine): + @staticmethod + def generate_session_id(): + return f"deepspeed_session_{datetime.datetime.now().strftime('%Y%m%d-%H%M%S-%f')}" + + def run(self, output_path, conf_path, session_id, task_info, launcher_conf, **kwargs): + logger.info("deepspeed task start") + command_arguments = self.generate_command_arguments(conf_path, output_path) + + resource_options = {"timeout_seconds": launcher_conf.get("timeout"), "resource_exhausted_strategy": "waiting"} + options = {"eggroll.container.deepspeed.script.path": sys.modules[FateSubmit.__module__].__file__} + world_size = launcher_conf.get("world_size") + logger.info(f"command_arguments: {command_arguments}\n resource_options: {resource_options}\n " + f"options: {options}\n world_size: {world_size}") + + from eggroll.deepspeed.submit import client + # set session id == party task id + client = client.DeepspeedJob(session_id) + + resp = client.submit( + world_size=world_size, + command_arguments=command_arguments, + environment_variables={}, + files={}, + resource_options=resource_options, + options=options + ) + logger.info(f"submit deepspeed {resp.session_id} task success") + + status = self.wait_deepspeed_job(session_id=session_id, timeout=launcher_conf.get("timeout")) + logger.info(f"deepspeed task end with status {status}") + if status not in EndStatus.status_list(): + logger.info(f"start to kill deepspeed task {session_id}") + self.kill(session_id=session_id) + + # download logs and models + self.download_to(session_id, task_info) + + def wait_deepspeed_job(self, session_id, timeout): + while True: + status = self.query_status(session_id=session_id) + if timeout % 10 == 0: + logger.info(f"deepspeed task status {status}") + timeout -= 1 + if timeout == 0: + return status + elif status in EndStatus.status_list(): + return status + time.sleep(2) + + @staticmethod + def generate_command_arguments(conf_path, output_path=""): + command_arguments = [ + "component", + "execute", + "---config", + conf_path, + "FATE_TASK_CONFIG", + "--execution-final-meta-path", + output_path + ] + return command_arguments + + def _cleanup1(self, session_id, task_info, **kwargs): + self.kill(session_id) + self.download_to(session_id, task_info) + + @staticmethod + def kill(session_id): + if session_id: + logger.info(f"start kill deepspeed task {session_id}") + from eggroll.deepspeed.submit import client + client = client.DeepspeedJob(session_id) + try: + client.kill() + except Exception as e: + traceback.format_exc() + logger.error(e) + + @staticmethod + def _query_status(session_id): + if session_id: + from eggroll.deepspeed.submit import client + client = client.DeepspeedJob(session_id) + _s = client.query_status().status + return _s if _s else StatusSet.NEW + return StatusSet.NEW + + @staticmethod + def _download_job(session_id, base_dir, content_type=None, ranks: list = None): + from eggroll.deepspeed.submit import client + if not content_type: + content_type = client.ContentType.ALL + if session_id: + client = client.DeepspeedJob(session_id) + os.makedirs(base_dir, exist_ok=True) + path = lambda rank: f"{base_dir}/{rank}.zip" + client.download_job_to(rank_to_path=path, content_type=content_type, ranks=ranks) + return base_dir + + def query_status(self, session_id): + status = self._query_status(session_id) + if status in EndStatus.status_list(): + if status in [EndStatus.FINISHED]: + return TaskStatus.SUCCESS + else: + return TaskStatus.FAILED + + def is_alive(self, task): + status = self._query_status(task) + if status in StatusSet.status_list(): + if status in EndStatus.status_list(): + return False + else: + return True + else: + raise RuntimeError(f"task run status: {status}") + + def download(self, session_id, base_dir, content_type=None, ranks=None): + from eggroll.deepspeed.submit.client import ContentType + if not content_type: + content_type = ContentType.ALL + dir_name = self._download_job(session_id, base_dir, content_type, ranks) + if dir_name: + for file in os.listdir(dir_name): + if file.endswith(".zip"): + rank_dir = os.path.join(dir_name, file.split(".zip")[0]) + os.makedirs(rank_dir, exist_ok=True) + self.unzip(os.path.join(dir_name, file), extra_dir=rank_dir) + os.remove(os.path.join(dir_name, file)) + + def download_to(self, session_id, task_info): + try: + logger.info(f"end task") + path = self.download_model(session_id=session_id, task_info=task_info) + logger.info(f"download model to {path}") + path = self.download_log(session_id=session_id, task_info=task_info) + logger.info(f"download logs to {path}") + except Exception as e: + traceback.format_exc() + logger.error(e) + + def download_log(self, session_id, task_info, path=None): + from eggroll.deepspeed.submit.client import ContentType + if not path: + path = self.log_path(task_info) + self.download(session_id, base_dir=path, content_type=ContentType.LOGS) + return path + + def download_model(self, session_id, task_info, path=None): + from eggroll.deepspeed.submit.client import ContentType + if not path: + path = self.model_path(task_info) + self.download(session_id, base_dir=path, content_type=ContentType.MODELS, ranks=[0]) + return path + + @staticmethod + def unzip(zip_path, extra_dir): + import zipfile + zfile = zipfile.ZipFile(zip_path, "r") + for name in zfile.namelist(): + dir_name = os.path.dirname(zip_path) + file_path = os.path.join(dir_name, extra_dir, name) + os.makedirs(os.path.dirname(file_path), exist_ok=True) + data = zfile.read(name) + with open(file_path, "w+b") as file: + file.write(data) + + @staticmethod + def model_path(task_info,): + return os.path.join(job_utils.get_task_directory(**task_info, output=True), "model") + + @staticmethod + def log_path(task_info): + return job_utils.get_job_log_directory( + task_info.get("job_id"), task_info.get("role"), task_info.get("party_id"), task_info.get("task_name") + ) diff --git a/python/fate_flow/engine/backend/launcher/__init__.py b/python/fate_flow/engine/backend/launcher/__init__.py deleted file mode 100644 index 878d3a9c5..000000000 --- a/python/fate_flow/engine/backend/launcher/__init__.py +++ /dev/null @@ -1,15 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# diff --git a/python/fate_flow/engine/backend/launcher/deepspeed.py b/python/fate_flow/engine/backend/launcher/deepspeed.py deleted file mode 100644 index fa2d8a460..000000000 --- a/python/fate_flow/engine/backend/launcher/deepspeed.py +++ /dev/null @@ -1,55 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -import datetime -import os -import sys -from abc import ABC - -from fate_flow.engine.backend._base import EngineABC -from fate_flow.entity.types import BaseStatus - - -class StatusSet(BaseStatus): - NEW = "NEW" - NEW_TIMEOUT = "NEW_TIMEOUT" - ACTIVE = "ACTIVE" - CLOSED = "CLOSED" - KILLED = "KILLED" - ERROR = "ERROR" - FINISHED = "FINISHED" - - -class EndStatus(BaseStatus): - NEW_TIMEOUT = StatusSet.NEW_TIMEOUT - CLOSED = StatusSet.CLOSED - FAILED = StatusSet.KILLED - ERROR = StatusSet.ERROR - FINISHED = StatusSet.FINISHED - - -class EggrollDeepspeedEngine(EngineABC, ABC): - @staticmethod - def run(self, task_info, run_parameters, engine_run, provider_name, output_path): - parameters = TaskConfigSpec.parse_obj(run_parameters) - if parameters.conf.computing.type == ComputingEngine.EGGROLL: - # update eggroll options - parameters.conf.computing.metadata.options.update(engine_run) - return WorkerManager.start_task_worker( - worker_name=WorkerName.TASK_EXECUTE, - task_info=task_info, - common_cmd=self.generate_component_run_cmd(provider_name, output_path), - task_parameters=parameters.dict() - ) \ No newline at end of file diff --git a/python/fate_flow/entity/spec/dag/_task.py b/python/fate_flow/entity/spec/dag/_task.py index 94241dee4..7b6a78072 100644 --- a/python/fate_flow/entity/spec/dag/_task.py +++ b/python/fate_flow/entity/spec/dag/_task.py @@ -44,6 +44,8 @@ class PreTaskConfigSpec(pydantic.BaseModel): mlmd: MLMDSpec engine_run: Optional[Dict[str, Any]] = {} computing_partitions: int = None + launcher_name: Optional[str] = "default" + launcher_conf: Optional[Dict] = {} class TaskConfigSpec(pydantic.BaseModel): diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/default/_wraps.py index dba00550c..4d8b5eece 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/default/_wraps.py @@ -18,8 +18,7 @@ import os.path import tarfile import traceback -import uuid -from typing import Union, List +from typing import List import yaml @@ -45,7 +44,7 @@ class FlowWraps(WrapsABC): def __init__(self, config: PreTaskConfigSpec): self.config = config self.mlmd = self.load_mlmd(config.mlmd) - self.backend = build_backend(backend_name=self.config.conf.computing.type) + self.backend = build_backend(backend_name=self.config.conf.computing.type, launcher_name=self.config.launcher_name) self._component_define = None @property @@ -97,7 +96,8 @@ def cleanup(self): return self.backend.cleanup( provider_name=self.config.provider_name, config=config.dict(), - task_info=self.task_info + task_info=self.task_info, + party_task_id=self.config.party_task_id ) def preprocess(self): @@ -136,16 +136,19 @@ def run_component(self, config): logger.info("start run task") os.makedirs(self.task_input_dir, exist_ok=True) os.makedirs(self.task_output_dir, exist_ok=True) - task_parameters_file = os.path.join(self.task_input_dir, "task_parameters.yaml") + conf_path = os.path.join(self.task_input_dir, "task_parameters.yaml") task_result = os.path.join(self.task_output_dir, "task_result.yaml") - with open(task_parameters_file, "w") as f: + with open(conf_path, "w") as f: yaml.dump(task_parameters, f) p = self.backend.run( provider_name=self.config.provider_name, task_info=self.task_info, engine_run=self.config.engine_run, + launcher_conf=self.config.launcher_conf, run_parameters=task_parameters, - output_path=task_result + output_path=task_result, + conf_path=conf_path, + session_id=self.config.party_task_id ) exit_code = p.wait() logger.info("finish task") @@ -344,8 +347,6 @@ def _preprocess_output_artifacts(self): else: # data for key in define.outputs.dict().keys(): - if key == "metric": - pass datas = getattr(define.outputs, key, None) if datas: for data in datas: diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/default/_parser.py index 2cb68a923..9d08972af 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/default/_parser.py @@ -23,7 +23,7 @@ RuntimeTaskOutputChannelSpec, ComponentSpec, EggrollComputingSpec, SparkComputingSpec, StandaloneComputingSpec, \ StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, \ PulsarFederationSpec, RabbitMQFederationSpec, FlowLogger, MLMDSpec, TaskRuntimeConfSpec, \ - DAGSchema, DAGSpec, PreTaskConfigSpec + DAGSchema, DAGSpec, PreTaskConfigSpec, FlowRuntimeInputArtifacts from fate_flow.entity.spec.flow import SchedulerInfoSpec from fate_flow.entity.types import EngineType, FederationEngine, DataSet, InputArtifactType, ArtifactSourceType, \ ComputingEngine diff --git a/python/fate_flow/runtime/job_default_config.py b/python/fate_flow/runtime/job_default_config.py index dd8941bcf..95e7fc929 100644 --- a/python/fate_flow/runtime/job_default_config.py +++ b/python/fate_flow/runtime/job_default_config.py @@ -33,6 +33,7 @@ class JobDefaultConfig(ReloadConfigBase): task_logger = None task_device = None + launcher = None @classmethod def load(cls): From bfff768bbf447a87abedfe9c49d6117354040bfd Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 28 Jul 2023 10:34:41 +0800 Subject: [PATCH 206/482] update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-fate.txt | 2 +- python/requirements-flow.txt | 3 ++- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/python/requirements-fate.txt b/python/requirements-fate.txt index 6b9d67900..8f72e9957 100644 --- a/python/requirements-fate.txt +++ b/python/requirements-fate.txt @@ -1,4 +1,4 @@ -click>=7.1.2,<8.0.0 +click scikit-learn==1.0.1 pandas==1.1.5 protobuf==3.19.6 diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt index 3e2b99bb0..95655da35 100644 --- a/python/requirements-flow.txt +++ b/python/requirements-flow.txt @@ -21,4 +21,5 @@ casbin pymysql kazoo shortuuid -cos-python-sdk-v5==1.9.10 \ No newline at end of file +cos-python-sdk-v5==1.9.10 +typing-extensions==4.5.0 \ No newline at end of file From 4d760381982c3068ae359487ed686476baf2704b Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 28 Jul 2023 14:18:33 +0800 Subject: [PATCH 207/482] enhance the security of extend_sid Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/components/components/upload.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index 438a04cbd..f3c440a38 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -14,7 +14,7 @@ # limitations under the License. import logging import os -import uuid +import secrets from typing import Union from fate_flow.components import cpn @@ -253,7 +253,7 @@ def get_sid_data_line(values, delimiter, fate_uuid, line_index, **kwargs): return fate_uuid + str(line_index), delimiter.join(list(map(str, values[:]))) def kv_generator(self, input_feature_count, fp, job_id, part_of_data, id_index): - fate_uuid = uuid.uuid1().hex + fate_uuid = secrets.token_bytes(16).hex() get_line = self.get_line() line_index = 0 logging.info(input_feature_count) From 673bf76050dfc318826c2e1c8aee58e52fe877fd Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 28 Jul 2023 14:19:26 +0800 Subject: [PATCH 208/482] add abnormal data download error Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/data/data_manager.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 87cf0b119..31411ac78 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -148,6 +148,9 @@ def download_output_data(cls, tar_file_name, **kwargs): namespace=table.get("namespace") )) + if not outputs: + raise NoFoundTable() + return cls.send_table(outputs, tar_file_name=tar_file_name) @classmethod From d165565bed4a7599bca2779baed8855c68da1d67 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 28 Jul 2023 15:21:07 +0800 Subject: [PATCH 209/482] update download component Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/components/components/download.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/python/fate_flow/components/components/download.py b/python/fate_flow/components/components/download.py index a2912b988..4be33737f 100644 --- a/python/fate_flow/components/components/download.py +++ b/python/fate_flow/components/components/download.py @@ -16,6 +16,7 @@ from fate_flow.components import cpn from fate_flow.engine import storage +from fate_flow.errors.server_error import NoFoundTable from fate_flow.manager.data.data_manager import DataManager @@ -56,6 +57,8 @@ def __init__(self): def run(self, parameters: DownloadParam): data_table_meta = storage.StorageTableMeta(name=parameters.name, namespace=parameters.namespace) + if not data_table_meta: + raise NoFoundTable(name=parameters.name, namespace=parameters.namespace) download_dir = parameters.path logging.info("start download data") DataManager.send_table( From d0dcc809101a5c01a9ab0e3947642a18d948e33c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 31 Jul 2023 19:39:37 +0800 Subject: [PATCH 210/482] code adjustment Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/job_controller.py | 1 - python/fate_flow/manager/service/provider_manager.py | 6 +++--- python/fate_flow/utils/version.py | 4 ++++ 3 files changed, 7 insertions(+), 4 deletions(-) diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index a59957b01..9bcf8e2aa 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -30,7 +30,6 @@ from fate_flow.operation.job_saver import JobSaver from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.scheduler.federated_scheduler import FederatedScheduler -from fate_flow.runtime.system_settings import PARTY_ID, LOCAL_PARTY_ID from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.job_utils import get_job_log_directory, save_job_dag from fate_flow.utils.log_utils import schedule_logger diff --git a/python/fate_flow/manager/service/provider_manager.py b/python/fate_flow/manager/service/provider_manager.py index 043956a21..27f163eb0 100644 --- a/python/fate_flow/manager/service/provider_manager.py +++ b/python/fate_flow/manager/service/provider_manager.py @@ -25,7 +25,7 @@ from fate_flow.hub.provider import EntrypointABC from fate_flow.runtime.system_settings import DEFAULT_FATE_PROVIDER_PATH, DEFAULT_PROVIDER, FATE_FLOW_PROVIDER_PATH from fate_flow.runtime.component_provider import ComponentProvider -from fate_flow.utils.version import get_versions +from fate_flow.utils.version import get_versions, get_default_fate_version, get_flow_version from fate_flow.utils.wraps_utils import filter_parameters @@ -118,7 +118,7 @@ def get_all_components(cls): def get_fate_flow_provider(cls): return cls.get_provider( name="fate_flow", - version=get_versions()["FATEFlow"], + version=get_flow_version(), device=ProviderDevice.LOCAL, metadata={ "path": FATE_FLOW_PROVIDER_PATH, @@ -131,7 +131,7 @@ def get_default_fate_provider(cls): raise Exception(f"default fate provider not exists: {DEFAULT_FATE_PROVIDER_PATH}") return cls.get_provider( name="fate", - version=get_versions()["FATE"], + version=get_default_fate_version(), device=ProviderDevice.LOCAL, metadata={ "path": DEFAULT_FATE_PROVIDER_PATH, diff --git a/python/fate_flow/utils/version.py b/python/fate_flow/utils/version.py index 5e33fac4e..9812830a9 100644 --- a/python/fate_flow/utils/version.py +++ b/python/fate_flow/utils/version.py @@ -29,3 +29,7 @@ def get_versions() -> typing.Mapping[str, typing.Any]: def get_flow_version() -> typing.Optional[str]: return get_versions().get("FATEFlow") + + +def get_default_fate_version() -> typing.Optional[str]: + return get_versions().get("FATE") From fc57179a6262e237360f18af6e243d7a62244d66 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 2 Aug 2023 16:02:54 +0800 Subject: [PATCH 211/482] init interop Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/__init__.py | 11 ++- python/fate_flow/apps/client/table_app.py | 16 +++- python/fate_flow/apps/interop/__init__.py | 15 +++ .../fate_flow/apps/interop/interconn_app.py | 96 +++++++++++++++++++ python/fate_flow/apps/interop/platform_app.py | 79 +++++++++++++++ python/fate_flow/engine/storage/_table.py | 1 + python/fate_flow/entrypoint/cli.py | 10 +- .../{default => fate}/__init__.py | 2 +- .../{default => fate}/_wraps.py | 9 +- python/fate_flow/hub/flow_hub.py | 33 ++++--- .../hub/parser/{default => fate}/__init__.py | 4 +- .../hub/parser/{default => fate}/_parser.py | 18 ---- .../scheduler/{default => fate}/__init__.py | 2 +- .../scheduler/{default => fate}/_scheduler.py | 0 python/fate_flow/runtime/system_settings.py | 7 ++ python/fate_flow/utils/api_utils.py | 5 +- 16 files changed, 260 insertions(+), 48 deletions(-) create mode 100644 python/fate_flow/apps/interop/__init__.py create mode 100644 python/fate_flow/apps/interop/interconn_app.py create mode 100644 python/fate_flow/apps/interop/platform_app.py rename python/fate_flow/hub/components_wraps/{default => fate}/__init__.py (90%) rename python/fate_flow/hub/components_wraps/{default => fate}/_wraps.py (99%) rename python/fate_flow/hub/parser/{default => fate}/__init__.py (79%) rename python/fate_flow/hub/parser/{default => fate}/_parser.py (97%) rename python/fate_flow/hub/scheduler/{default => fate}/__init__.py (90%) rename python/fate_flow/hub/scheduler/{default => fate}/_scheduler.py (100%) diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index 6f1bdd2f3..3b27eac3d 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -30,7 +30,7 @@ from fate_flow.hook.common.parameters import AuthenticationParameters from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import API_VERSION, CLIENT_AUTHENTICATION, SITE_AUTHENTICATION, \ - ADMIN_PAGE, PARTY_ID + ADMIN_PAGE, PARTY_ID, INTERCONN_API_VERSION from fate_flow.utils.api_utils import API from fate_flow.utils.base_utils import CustomJSONEncoder @@ -38,6 +38,7 @@ __all__ = ['app'] app_list = ["client", "partner", "scheduler", "worker"] +interop_app_list = ["interop"] Request.json = property(lambda self: self.get_json(force=True, silent=True)) @@ -45,14 +46,14 @@ app.url_map.strict_slashes = False app.errorhandler(422)(API.Output.args_error_response) app.errorhandler(Exception)(API.Output.server_error_response) -app.json_encoder = CustomJSONEncoder +app.json_provider_class = CustomJSONEncoder def search_pages_path(pages_dir): return [path for path in pages_dir.glob('*_app.py') if not path.name.startswith('.')] -def register_page(page_path, func=None): +def register_page(page_path, func=None, prefix=API_VERSION): page_name = page_path.stem.rstrip('app').rstrip("_") module_name = '.'.join(page_path.parts[page_path.parts.index('apps')-1:-1] + (page_name, )) @@ -78,7 +79,7 @@ def decorator(f: t.Callable) -> t.Callable: sys.modules[module_name] = page spec.loader.exec_module(page) page_name = getattr(page, 'page_name', page_name) - url_prefix = f'/{API_VERSION}/{page_name}' + url_prefix = f'/{prefix}/{page_name}' app.register_blueprint(page.manager, url_prefix=url_prefix) return page_name, [(os.path.join(url_prefix, rule_methods[0].lstrip("/")), rule_methods[1]) for rule_methods in rule_methods_list] @@ -114,6 +115,8 @@ def init_apps(): } for key in app_list: urls_dict[key] = [register_page(path, before_request_func.get(key)) for path in search_pages_path(Path(__file__).parent / key)] + for key in interop_app_list: + urls_dict[key] = [register_page(path, prefix=INTERCONN_API_VERSION) for path in search_pages_path(Path(__file__).parent / key)] if CLIENT_AUTHENTICATION or SITE_AUTHENTICATION: _init_permission_group(urls=urls_dict) diff --git a/python/fate_flow/apps/client/table_app.py b/python/fate_flow/apps/client/table_app.py index 1891e6ddd..3c2289839 100644 --- a/python/fate_flow/apps/client/table_app.py +++ b/python/fate_flow/apps/client/table_app.py @@ -16,7 +16,7 @@ from webargs import fields from fate_flow.engine import storage -from fate_flow.engine.storage import Session +from fate_flow.engine.storage import Session, StorageEngine from fate_flow.entity.code import ReturnCode from fate_flow.errors.server_error import NoFoundTable from fate_flow.manager.data.data_manager import DataManager @@ -47,3 +47,17 @@ def delete_table(namespace, name): return API.Output.json() else: return API.Output.fate_flow_exception(NoFoundTable(name=name, namespace=namespace)) + + +@manager.route('/bind/path', methods=['POST']) +@API.Input.json(namespace=fields.String(required=True)) +@API.Input.json(name=fields.String(required=True)) +@API.Input.json(path=fields.String(required=True)) +def bind_path(namespace, name, path): + address = storage.StorageTableMeta.create_address(storage_engine=StorageEngine.PATH, address_dict={"path": path}) + storage_meta = storage.StorageTableBase( + namespace=namespace, name=name, address=address, + engine=StorageEngine.PATH, options=None, partitions=None + ) + storage_meta.create_meta() + return API.Output.json() diff --git a/python/fate_flow/apps/interop/__init__.py b/python/fate_flow/apps/interop/__init__.py new file mode 100644 index 000000000..878d3a9c5 --- /dev/null +++ b/python/fate_flow/apps/interop/__init__.py @@ -0,0 +1,15 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# diff --git a/python/fate_flow/apps/interop/interconn_app.py b/python/fate_flow/apps/interop/interconn_app.py new file mode 100644 index 000000000..b094657a3 --- /dev/null +++ b/python/fate_flow/apps/interop/interconn_app.py @@ -0,0 +1,96 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from webargs import fields + +from fate_flow.utils.api_utils import API + +page_name = 'interconn' + + +@manager.route('/schedule/job/create_all', methods=['POST']) +@API.Input.json(flow_id=fields.String(required=False)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(dag=fields.Dict(required=True)) +@API.Input.json(config=fields.Dict(required=True)) +@API.Input.json(old_job_id=fields.String(required=False)) +def create_job_all(job_id, dag, config, flow_id=None, old_job_id=None): + return API.Output.json() + + +@manager.route('/schedule/job/create', methods=['POST']) +@API.Input.json(flow_id=fields.String(required=False)) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(dag=fields.Dict(required=True)) +@API.Input.json(config=fields.Dict(required=True)) +@API.Input.json(old_job_id=fields.String(required=False)) +def create_job(job_id, dag, config, flow_id=None, old_job_id=None): + return API.Output.json() + + +@manager.route('/schedule/job/start', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +def start_job(): + return API.Output.json() + + +@manager.route('/schedule/task/start', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(task_name=fields.String(required=True)) +def start_task(job_id, task_id, task_name): + return API.Output.json() + + +@manager.route('/schedule/job/stop_all', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(task_name=fields.String(required=False)) +def stop_job_all(job_id, task_name=None): + return API.Output.json() + + +@manager.route('/schedule/job/stop', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(task_name=fields.String(required=False)) +def stop_job(job_id, task_name=None): + return API.Output.json() + + +@manager.route('/schedule/job/status_all', methods=['GET']) +@API.Input.params(job_id=fields.String(required=True)) +def get_job_status_all(job_id): + return API.Output.json(job_status="", status=[]) + + +@manager.route('/schedule/job/audit_confirm', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(status=fields.String(required=True)) +def audit_confirm(job_id, status): + return API.Output.json() + + +@manager.route('/schedule/task/poll', methods=['POST']) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +def poll_task(task_id, role): + return API.Output.json(status="") + + +@manager.route('/schedule/task/callback', methods=['POST']) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(status=fields.String(required=True)) +def callback_task(task_id, role, status): + return API.Output.json() diff --git a/python/fate_flow/apps/interop/platform_app.py b/python/fate_flow/apps/interop/platform_app.py new file mode 100644 index 000000000..f8ab4b236 --- /dev/null +++ b/python/fate_flow/apps/interop/platform_app.py @@ -0,0 +1,79 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +from webargs import fields + +from fate_flow.utils.api_utils import API + +page_name = 'platform' + + +@manager.route('/schedule/job/create_all', methods=['POST']) +@API.Input.json(flow_id=fields.String(required=False)) +@API.Input.json(dag=fields.Dict(required=True)) +@API.Input.json(config=fields.Dict(required=True)) +@API.Input.json(old_job_id=fields.String(required=False)) +def create_job(dag, config, flow_id=None, old_job_id=None): + return API.Output.json(job_id="") + + +@manager.route('/schedule/job/stop_all', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +def stop_job(job_id): + return API.Output.json() + + +@manager.route('/schedule/job/stop_task', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(task_name=fields.String(required=True)) +def stop_task(job_id, task_name): + return API.Output.json() + + +# options +@manager.route('/schedule/job/query_job_list', methods=['POST']) +@API.Input.json(flow_id=fields.String(required=True)) +def query_job_list(flow_id): + return API.Output.json(job_list=[{}]) + + +@manager.route('/schedule/job/status_all', methods=['GET']) +@API.Input.params(job_id=fields.String(required=True)) +def get_job_status(job_id): + return API.Output.json(status=[{}]) + + +@manager.route('/schedule/task/get_log_line', methods=['GET']) +@API.Input.params(task_id=fields.String(required=True)) +@API.Input.params(log_level=fields.String(required=True)) +def get_log_line(task_id, log_level): + return API.Output.json(num=0) + + +@manager.route('/schedule/task/get_log', methods=['GET']) +@API.Input.params(task_id=fields.String(required=True)) +@API.Input.params(log_level=fields.String(required=True)) +@API.Input.params(start=fields.Int(required=True)) +@API.Input.params(length=fields.Int(required=False)) +def get_log(task_id, log_level, start, length=None): + return API.Output.json(data=[]) + + +@manager.route('/schedule/task/callback', methods=['POST']) +@API.Input.json(task_id=fields.String(required=True)) +@API.Input.json(status=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +def task_callback(task_id, status, role): + return API.Output.json() diff --git a/python/fate_flow/engine/storage/_table.py b/python/fate_flow/engine/storage/_table.py index 05532bdb2..83ba74758 100644 --- a/python/fate_flow/engine/storage/_table.py +++ b/python/fate_flow/engine/storage/_table.py @@ -233,6 +233,7 @@ def create(self): table_meta.f_create_time = current_timestamp() table_meta.f_data_meta = {} table_meta.f_part_of_data = [] + table_meta.f_source = {} for k, v in self.to_dict().items(): attr_name = 'f_%s' % k if hasattr(StorageTableMetaModel, attr_name): diff --git a/python/fate_flow/entrypoint/cli.py b/python/fate_flow/entrypoint/cli.py index 8028af2ba..f7fd047ec 100644 --- a/python/fate_flow/entrypoint/cli.py +++ b/python/fate_flow/entrypoint/cli.py @@ -34,7 +34,8 @@ def component(): @component.command() @click.option("--config", required=False, type=click.File(), help="config path") @click.option("--env-name", required=False, type=str, help="env name for config") -def entrypoint(config, env_name): +@click.option("--wraps-module", required=False, type=str, help="component run wraps module") +def entrypoint(config, env_name, wraps_module): # parse config configs = {} load_config_from_env(configs, env_name) @@ -44,13 +45,14 @@ def entrypoint(config, env_name): logger = logging.getLogger(__name__) logger.debug("logger installed") logger.debug(f"task config: {task_config}") - FlowHub.load_components_wraps(config=task_config).run() + FlowHub.load_components_wraps(config=task_config, module_name=wraps_module).run() @component.command() @click.option("--config", required=False, type=click.File(), help="config path") @click.option("--env-name", required=False, type=str, help="env name for config") -def cleanup(config, env_name): +@click.option("--wraps-module", required=False, type=str, help="component run wraps module") +def cleanup(config, env_name, wraps_module=None): configs = {} load_config_from_env(configs, env_name) load_config_from_file(configs, config) @@ -59,7 +61,7 @@ def cleanup(config, env_name): logger = logging.getLogger(__name__) logger.debug("logger installed") logger.debug(f"task config: {task_config}") - FlowHub.load_components_wraps(config=task_config).cleanup() + FlowHub.load_components_wraps(config=task_config, module_name=wraps_module).cleanup() @component.command() diff --git a/python/fate_flow/hub/components_wraps/default/__init__.py b/python/fate_flow/hub/components_wraps/fate/__init__.py similarity index 90% rename from python/fate_flow/hub/components_wraps/default/__init__.py rename to python/fate_flow/hub/components_wraps/fate/__init__.py index 3cc1a3768..8d9cac80f 100644 --- a/python/fate_flow/hub/components_wraps/default/__init__.py +++ b/python/fate_flow/hub/components_wraps/fate/__init__.py @@ -12,6 +12,6 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.hub.components_wraps.default._wraps import FlowWraps +from fate_flow.hub.components_wraps.fate._wraps import FlowWraps __all__ = ["FlowWraps"] diff --git a/python/fate_flow/hub/components_wraps/default/_wraps.py b/python/fate_flow/hub/components_wraps/fate/_wraps.py similarity index 99% rename from python/fate_flow/hub/components_wraps/default/_wraps.py rename to python/fate_flow/hub/components_wraps/fate/_wraps.py index 4d8b5eece..d1e5a9da9 100644 --- a/python/fate_flow/hub/components_wraps/default/_wraps.py +++ b/python/fate_flow/hub/components_wraps/fate/_wraps.py @@ -446,8 +446,11 @@ def _intput_data_artifacts(self, key, channel): data = resp_data[0] schema = data.get("meta", {}) meta.metadata.metadata.update({"schema": schema}) - meta.metadata.source = data.get("source", {}) + meta.uri = data.get("path") + source = data.get("source", {}) + if source: + meta.metadata.source = source return meta elif len(resp_data) > 1: meta_list = [] @@ -455,8 +458,10 @@ def _intput_data_artifacts(self, key, channel): schema = data.get("meta", {}) meta.metadata.metadata.update({"schema": schema}) meta.uri = data.get("path") - meta.metadata.source = data.get("source", {}) meta.type_name = data.get("data_type") + source = data.get("source", {}) + if source: + meta.metadata.source = source meta_list.append(meta) return meta_list else: diff --git a/python/fate_flow/hub/flow_hub.py b/python/fate_flow/hub/flow_hub.py index 4649f79f8..f66561d94 100644 --- a/python/fate_flow/hub/flow_hub.py +++ b/python/fate_flow/hub/flow_hub.py @@ -12,24 +12,35 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +# from importlib import import_module -from fate_flow.entity.spec.dag import DAGSchema from fate_flow.entity.types import ProviderName, ProviderDevice from fate_flow.runtime.component_provider import ComponentProvider +from fate_flow.runtime.system_settings import DEFAULT_JOB_PARSER_MODULE, DEFAULT_JOB_SCHEDULER_MODULE, \ + DEFAULT_COMPONENTS_WRAPS_MODULE class FlowHub: @staticmethod - def load_job_parser(dag): - if isinstance(dag, DAGSchema): - from fate_flow.hub.parser.default import JobParser - return JobParser(dag) + def load_job_parser(dag, module_name=DEFAULT_JOB_PARSER_MODULE): + class_name = module_name.split(".")[-1] + module = ".".join(module_name.split(".")[:-1]) + return getattr(import_module(module), class_name)(dag) + + @staticmethod + def load_job_scheduler(module_name=DEFAULT_JOB_SCHEDULER_MODULE): + class_name = module_name.split(".")[-1] + module = ".".join(module_name.split(".")[:-1]) + return getattr(import_module(module), class_name)() @staticmethod - def load_job_scheduler(): - from fate_flow.hub.scheduler.default import DAGScheduler - return DAGScheduler() + def load_components_wraps(config, module_name=None): + if not module_name: + module_name = DEFAULT_COMPONENTS_WRAPS_MODULE + class_name = module_name.split(".")[-1] + module = ".".join(module_name.split(".")[:-1]) + return getattr(import_module(module), class_name)(config) @staticmethod def load_provider_entrypoint(provider: ComponentProvider): @@ -39,12 +50,6 @@ def load_provider_entrypoint(provider: ComponentProvider): entrypoint = LocalFateEntrypoint(provider) return entrypoint - @staticmethod - def load_components_wraps(config, name="default"): - if name == "default": - from fate_flow.hub.components_wraps.default import FlowWraps - return FlowWraps(config) - @staticmethod def load_database(engine_name, config, decrypt_key): try: diff --git a/python/fate_flow/hub/parser/default/__init__.py b/python/fate_flow/hub/parser/fate/__init__.py similarity index 79% rename from python/fate_flow/hub/parser/default/__init__.py rename to python/fate_flow/hub/parser/fate/__init__.py index 891be154f..ec9bae71f 100644 --- a/python/fate_flow/hub/parser/default/__init__.py +++ b/python/fate_flow/hub/parser/fate/__init__.py @@ -12,10 +12,10 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.hub.parser.default._parser import TaskNodeInfo, JobParser, TaskParser, DagSchemaParser +from fate_flow.hub.parser.fate._parser import TaskNodeInfo, JobParser, TaskParser __all__ = [ - "TaskNodeInfo", "JobParser", "TaskParser", "DagSchemaParser" + "TaskNodeInfo", "JobParser", "TaskParser" ] diff --git a/python/fate_flow/hub/parser/default/_parser.py b/python/fate_flow/hub/parser/fate/_parser.py similarity index 97% rename from python/fate_flow/hub/parser/default/_parser.py rename to python/fate_flow/hub/parser/fate/_parser.py index 9d08972af..fd4b84bb4 100644 --- a/python/fate_flow/hub/parser/default/_parser.py +++ b/python/fate_flow/hub/parser/fate/_parser.py @@ -24,7 +24,6 @@ StandaloneFederationSpec, RollSiteFederationSpec, OSXFederationSpec, \ PulsarFederationSpec, RabbitMQFederationSpec, FlowLogger, MLMDSpec, TaskRuntimeConfSpec, \ DAGSchema, DAGSpec, PreTaskConfigSpec, FlowRuntimeInputArtifacts -from fate_flow.entity.spec.flow import SchedulerInfoSpec from fate_flow.entity.types import EngineType, FederationEngine, DataSet, InputArtifactType, ArtifactSourceType, \ ComputingEngine from fate_flow.manager.service.provider_manager import ProviderManager @@ -615,20 +614,3 @@ def role_parameters(self, role, party_id): class Party(BaseModel): role: str party_id: Union[str, int] - - -class DagSchemaParser(object): - def __init__(self, dag_schema): - self.dag_schema = DAGSchema(**dag_schema) - - @property - def job_schedule_info(self) -> SchedulerInfoSpec: - return SchedulerInfoSpec( - dag=self.dag_schema.dict(), - parties=[party.dict() for party in self.dag_schema.dag.parties], - initiator_party_id=self.dag_schema.dag.conf.initiator_party_id, - scheduler_party_id=self.dag_schema.dag.conf.scheduler_party_id, - federated_status_collect_type=self.dag_schema.dag.conf.sync_type, - model_id=self.dag_schema.dag.conf.model_id, - model_version=self.dag_schema.dag.conf.model_version - ) diff --git a/python/fate_flow/hub/scheduler/default/__init__.py b/python/fate_flow/hub/scheduler/fate/__init__.py similarity index 90% rename from python/fate_flow/hub/scheduler/default/__init__.py rename to python/fate_flow/hub/scheduler/fate/__init__.py index 172bf2d4b..8ac1db19b 100644 --- a/python/fate_flow/hub/scheduler/default/__init__.py +++ b/python/fate_flow/hub/scheduler/fate/__init__.py @@ -12,7 +12,7 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. -from fate_flow.hub.scheduler.default._scheduler import DAGScheduler +from fate_flow.hub.scheduler.fate._scheduler import DAGScheduler __all__ = [ "DAGScheduler" diff --git a/python/fate_flow/hub/scheduler/default/_scheduler.py b/python/fate_flow/hub/scheduler/fate/_scheduler.py similarity index 100% rename from python/fate_flow/hub/scheduler/default/_scheduler.py rename to python/fate_flow/hub/scheduler/fate/_scheduler.py diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index 6177b8ece..6c419f6cc 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -26,6 +26,7 @@ # Server API_VERSION = "v2" +INTERCONN_API_VERSION = "v1" FATE_FLOW_SERVICE_NAME = "fateflow" SERVER_MODULE = "fate_flow_server.py" CASBIN_TABLE_NAME = "fate_casbin" @@ -145,3 +146,9 @@ STANDALONE_DATA_HOME = os.path.join(file_utils.get_fate_flow_directory(), "data") LOCALFS_DATA_HOME = os.path.join(file_utils.get_fate_flow_directory(), "localfs") + +# hub module settings +# define： xxx.class_name +DEFAULT_JOB_PARSER_MODULE = "fate_flow.hub.parser.fate.JobParser" +DEFAULT_JOB_SCHEDULER_MODULE = "fate_flow.hub.scheduler.fate.DAGScheduler" +DEFAULT_COMPONENTS_WRAPS_MODULE = "fate_flow.hub.components_wraps.fate.FlowWraps" diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index 5d82388fa..50589feda 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -63,7 +63,7 @@ def headers(**kwargs): class Output: @staticmethod - def json(code=ReturnCode.Base.SUCCESS, message='success', data=None, job_id=None): + def json(code=ReturnCode.Base.SUCCESS, message='success', data=None, job_id=None, **kwargs): result_dict = { "code": code, "message": message, @@ -75,6 +75,9 @@ def json(code=ReturnCode.Base.SUCCESS, message='success', data=None, job_id=None for key, value in result_dict.items(): if value is not None: response[key] = value + # extra resp + for key, value in kwargs.items(): + response[key] = value return jsonify(response) @staticmethod From de72c6028e419ccbfb7dfc2bda072339b56f0983 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 7 Aug 2023 11:18:31 +0800 Subject: [PATCH 212/482] fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/db/base_models.py | 9 +++++---- python/fate_flow/engine/storage/_table.py | 15 ++++++++------- python/fate_flow/operation/base_saver.py | 4 ++++ 3 files changed, 17 insertions(+), 11 deletions(-) diff --git a/python/fate_flow/db/base_models.py b/python/fate_flow/db/base_models.py index 71592555e..9a9f23161 100644 --- a/python/fate_flow/db/base_models.py +++ b/python/fate_flow/db/base_models.py @@ -423,10 +423,11 @@ def _create_entity(cls, entity_model, entity_info: dict) -> object: raise Exception("Create {} failed".format(entity_model)) return obj except peewee.IntegrityError as e: - if e.args[0] == 1062 or (isinstance(e.args[0], str) and "UNIQUE constraint failed" in e.args[0]): - sql_logger(job_id=entity_info.get("job_id", "fate_flow")).warning(e) - else: - raise Exception("Create {} failed:\n{}".format(entity_model, e)) + # if e.args[0] == 1062 or (isinstance(e.args[0], str) and "UNIQUE constraint failed" in e.args[0]): + # sql_logger(job_id=entity_info.get("job_id", "fate_flow")).warning(e) + # else: + # raise Exception("Create {} failed:\n{}".format(entity_model, e)) + pass except Exception as e: raise Exception("Create {} failed:\n{}".format(entity_model, e)) diff --git a/python/fate_flow/engine/storage/_table.py b/python/fate_flow/engine/storage/_table.py index 83ba74758..8d095a694 100644 --- a/python/fate_flow/engine/storage/_table.py +++ b/python/fate_flow/engine/storage/_table.py @@ -243,13 +243,14 @@ def create(self): if rows != 1: raise Exception("create table meta failed") except peewee.IntegrityError as e: - if e.args[0] == 1062: - # warning - pass - elif isinstance(e.args[0], str) and "UNIQUE constraint failed" in e.args[0]: - pass - else: - raise e + # if e.args[0] == 1062: + # # warning + # pass + # elif isinstance(e.args[0], str) and "UNIQUE constraint failed" in e.args[0]: + # pass + # else: + # raise e + pass except Exception as e: raise e diff --git a/python/fate_flow/operation/base_saver.py b/python/fate_flow/operation/base_saver.py index 3080d9203..cffd7052f 100644 --- a/python/fate_flow/operation/base_saver.py +++ b/python/fate_flow/operation/base_saver.py @@ -134,6 +134,10 @@ def _update_status(cls, entity_model, entity_info: dict): for status_field in cls.STATUS_FIELDS: if entity_info.get(status_field) and hasattr(entity_model, f"f_{status_field}"): if status_field in ["status", "party_status"]: + # update end time + if hasattr(obj, "f_start_time") and obj.f_start_time: + update_info["end_time"] = current_timestamp() + update_info['elapsed'] = update_info['end_time'] - obj.f_start_time update_info[status_field] = entity_info[status_field] old_status = getattr(obj, f"f_{status_field}") new_status = update_info[status_field] From 01c381c2f6e589edaf5fbbdcaff3d98e38aa31c1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 8 Aug 2023 11:19:29 +0800 Subject: [PATCH 213/482] HA support auto rerun job Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/detection/detector.py | 38 +++++++++++++++++++++++++- 1 file changed, 37 insertions(+), 1 deletion(-) diff --git a/python/fate_flow/detection/detector.py b/python/fate_flow/detection/detector.py index 8c502b168..410f8f753 100644 --- a/python/fate_flow/detection/detector.py +++ b/python/fate_flow/detection/detector.py @@ -107,7 +107,43 @@ def request_stop_jobs(cls, jobs, stop_msg, stop_status): @classmethod def detect_cluster_instance_status(cls, task, stop_job_ids): - pass + detect_logger(job_id=task.f_job_id).info('start detect running task instance status') + try: + latest_tasks = JobSaver.query_task(task_id=task.f_task_id, role=task.f_role, party_id=task.f_party_id) + + if len(latest_tasks) != 1: + detect_logger(job_id=task.f_job_id).error( + f'query latest tasks of {task.f_task_id} failed, ' + f'have {len(latest_tasks)} tasks' + ) + return + + if task.f_task_version != latest_tasks[0].f_task_version: + detect_logger(job_id=task.f_job_id).info( + f'{task.f_task_id} {task.f_task_version} is not the latest task, ' + 'update task status to failed' + ) + JobSaver.update_task_status({ + 'task_id': task.f_task_id, + 'role': task.f_role, + 'party_id': task.f_party_id, + 'task_version': task.f_task_version, + 'status': JobStatus.FAILED, + 'party_status': JobStatus.FAILED, + }) + return + + instance_list = RuntimeConfig.SERVICE_DB.get_servers() + instance_list = {instance.http_address for instance_id, instance in instance_list.items()} + + if f'{task.f_run_ip}:{task.f_run_port}' not in instance_list: + detect_logger(job_id=task.f_job_id).error( + 'detect cluster instance status failed, ' + 'add task {task.f_task_id} {task.f_task_version} to stop list' + ) + stop_job_ids.add(task.f_job_id) + except Exception as e: + detect_logger(job_id=task.f_job_id).exception(e) class FederatedDetector(Detector): From e46682de5f78c4ec140b2ec1bdced11987b694a9 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 8 Aug 2023 18:53:59 +0800 Subject: [PATCH 214/482] Optimize component run error log Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/backend/_base.py | 20 +++++++++---------- python/fate_flow/engine/backend/_eggroll.py | 5 +++-- python/fate_flow/engine/backend/_spark.py | 3 ++- python/fate_flow/engine/devices/_base.py | 4 ++++ python/fate_flow/engine/devices/_container.py | 3 +++ .../hub/components_wraps/fate/_wraps.py | 6 +++--- .../manager/service/worker_manager.py | 13 ++++++++++-- python/fate_flow/utils/process_utils.py | 8 ++++++-- 8 files changed, 41 insertions(+), 21 deletions(-) diff --git a/python/fate_flow/engine/backend/_base.py b/python/fate_flow/engine/backend/_base.py index ec42755bc..42da89357 100644 --- a/python/fate_flow/engine/backend/_base.py +++ b/python/fate_flow/engine/backend/_base.py @@ -54,17 +54,15 @@ def get_component_define(cls, provider_name, task_info, stage): cmd = cls.generate_component_define_cmd(provider_name, component_ref, role, stage, define_file) logging.debug(f"load define cmd: {cmd}") if cmd: - p = WorkerManager.start_task_worker( + WorkerManager.start_task_worker( worker_name=WorkerName.COMPONENT_DEFINE, task_info=task_info, - common_cmd=cmd + common_cmd=cmd, + sync=True ) - p.wait() - if p.stderr: - logging.exception(f"Get component define failed: {p.stderr}") - if os.path.exists(define_file): - with open(define_file, "r") as fr: - return yaml.safe_load(fr) + if os.path.exists(define_file): + with open(define_file, "r") as fr: + return yaml.safe_load(fr) return {} def _cleanup1(self, **kwargs): @@ -77,13 +75,13 @@ def _cleanup2(self, provider_name, task_info, config, **kwargs): if cmd: logging.info(f"start clean task, config: {config}") - p = WorkerManager.start_task_worker( + WorkerManager.start_task_worker( worker_name=WorkerName.TASK_EXECUTE_CLEAN, task_info=task_info, common_cmd=cmd, - task_parameters=config + task_parameters=config, + sync=True ) - p.wait() logging.info(f"clean success") def cleanup(self, provider_name, task_info, config, party_task_id, **kwargs): diff --git a/python/fate_flow/engine/backend/_eggroll.py b/python/fate_flow/engine/backend/_eggroll.py index b98624564..0801983fc 100644 --- a/python/fate_flow/engine/backend/_eggroll.py +++ b/python/fate_flow/engine/backend/_eggroll.py @@ -20,7 +20,7 @@ class EggrollEngine(LocalEngine): - def run(self, task_info, run_parameters, engine_run, provider_name, output_path, **kwargs): + def run(self, task_info, run_parameters, engine_run, provider_name, output_path, sync=False, **kwargs): parameters = TaskConfigSpec.parse_obj(run_parameters) if parameters.conf.computing.type == ComputingEngine.EGGROLL: # update eggroll options @@ -29,5 +29,6 @@ def run(self, task_info, run_parameters, engine_run, provider_name, output_path, worker_name=WorkerName.TASK_EXECUTE, task_info=task_info, common_cmd=self.generate_component_run_cmd(provider_name, output_path), - task_parameters=parameters.dict() + task_parameters=parameters.dict(), + sync=sync ) diff --git a/python/fate_flow/engine/backend/_spark.py b/python/fate_flow/engine/backend/_spark.py index d5dcbe912..a59bebe3b 100644 --- a/python/fate_flow/engine/backend/_spark.py +++ b/python/fate_flow/engine/backend/_spark.py @@ -55,5 +55,6 @@ def run(self, task_info, run_parameters, output_path, engine_run, provider_name, task_parameters=run_parameters, common_cmd=self.generate_component_run_cmd(provider_name, output_path), extra_env=extra_env, - executable=process_cmd + executable=process_cmd, + sync=True ) diff --git a/python/fate_flow/engine/devices/_base.py b/python/fate_flow/engine/devices/_base.py index 80f2ea161..8b7a5c7ba 100644 --- a/python/fate_flow/engine/devices/_base.py +++ b/python/fate_flow/engine/devices/_base.py @@ -35,3 +35,7 @@ def kill(self, task: Task): @abc.abstractmethod def is_alive(self, task: Task): ... + + @abc.abstractmethod + def cleanup(self, task: Task): + ... diff --git a/python/fate_flow/engine/devices/_container.py b/python/fate_flow/engine/devices/_container.py index c17b0d08b..214660241 100644 --- a/python/fate_flow/engine/devices/_container.py +++ b/python/fate_flow/engine/devices/_container.py @@ -74,3 +74,6 @@ def kill(self, task: Task): def is_alive(self, task: Task): return self.manager.is_running(self._get_name(task)) + def cleanup(self, task: Task): + pass + diff --git a/python/fate_flow/hub/components_wraps/fate/_wraps.py b/python/fate_flow/hub/components_wraps/fate/_wraps.py index d1e5a9da9..8073b1aa1 100644 --- a/python/fate_flow/hub/components_wraps/fate/_wraps.py +++ b/python/fate_flow/hub/components_wraps/fate/_wraps.py @@ -140,7 +140,7 @@ def run_component(self, config): task_result = os.path.join(self.task_output_dir, "task_result.yaml") with open(conf_path, "w") as f: yaml.dump(task_parameters, f) - p = self.backend.run( + self.backend.run( provider_name=self.config.provider_name, task_info=self.task_info, engine_run=self.config.engine_run, @@ -148,9 +148,9 @@ def run_component(self, config): run_parameters=task_parameters, output_path=task_result, conf_path=conf_path, - session_id=self.config.party_task_id + session_id=self.config.party_task_id, + sync=True ) - exit_code = p.wait() logger.info("finish task") if os.path.exists(task_result): with open(task_result, "r") as f: diff --git a/python/fate_flow/manager/service/worker_manager.py b/python/fate_flow/manager/service/worker_manager.py index 850613600..fd808da2f 100644 --- a/python/fate_flow/manager/service/worker_manager.py +++ b/python/fate_flow/manager/service/worker_manager.py @@ -13,7 +13,9 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import logging import os +import subprocess import sys from uuid import uuid1 @@ -31,9 +33,11 @@ class WorkerManager: @classmethod def start_task_worker(cls, worker_name, task_info, task_parameters=None, executable=None, common_cmd=None, - extra_env: dict = None, record=False, **kwargs): + extra_env: dict = None, record=False, stderr=None, sync=False, **kwargs): if not extra_env: extra_env = {} + if sync: + stderr = subprocess.PIPE worker_id = uuid1().hex config_dir, std_dir = cls.get_process_dirs( job_id=task_info.get("job_id"), @@ -53,7 +57,7 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa process_cmd.extend(common_cmd) p = process_utils.run_subprocess(job_id=task_info.get("job_id"), config_dir=config_dir, process_cmd=process_cmd, added_env=extra_env, std_dir=std_dir, cwd_dir=config_dir, - process_name=worker_name.value) + process_name=worker_name.value, stderr=stderr) if record: cls.save_worker_info(task_info=task_info, worker_name=worker_name, worker_id=worker_id, run_ip=RuntimeConfig.JOB_SERVER_HOST, run_pid=p.pid, config=task_parameters, @@ -66,6 +70,11 @@ def start_task_worker(cls, worker_name, task_info, task_parameters=None, executa "run_port": RuntimeConfig.HTTP_PORT } else: + if sync: + _code = p.wait() + _e = p.stderr.read() + if _e and _code: + logging.error(f"process {worker_name.value} run error[code:{_code}]\n: {_e.decode()}") return p @classmethod diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index fc07f143c..80b5cd82f 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -29,7 +29,9 @@ stat_logger = getLogger() -def run_subprocess(job_id, config_dir, process_cmd, process_name, added_env: dict = None, std_dir=None, cwd_dir=None): +def run_subprocess( + job_id, config_dir, process_cmd, process_name, added_env: dict = None, std_dir=None, cwd_dir=None, stderr=None +): logger = schedule_logger(job_id) if job_id else stat_logger process_cmd = [str(cmd) for cmd in process_cmd] logger.info("start process command: \n{}".format(" ".join(process_cmd))) @@ -41,6 +43,8 @@ def run_subprocess(job_id, config_dir, process_cmd, process_name, added_env: dic std_path = get_std_path(std_dir=std_dir, process_name=process_name) std = open(std_path, 'w') + if not stderr: + stderr = std pid_path = os.path.join(config_dir, "pid", f"{process_name}") os.makedirs(os.path.dirname(pid_path), exist_ok=True) @@ -61,7 +65,7 @@ def run_subprocess(job_id, config_dir, process_cmd, process_name, added_env: dic logger.info(f"RUN ENV: {subprocess_env}") p = subprocess.Popen(process_cmd, stdout=std, - stderr=std, + stderr=stderr, startupinfo=startupinfo, cwd=cwd_dir, env=subprocess_env From e24981a02569ede162b19fa43672b4bfe8383d8b Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Thu, 10 Aug 2023 10:18:18 +0800 Subject: [PATCH 215/482] update api dag && fix api bug Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/apps/client/job_app.py | 5 +++-- python/fate_flow/apps/client/model_app.py | 4 ++-- python/fate_flow/apps/client/permission_app.py | 10 +++++----- .../manager/components/component_manager.py | 5 ++++- python/fate_flow/manager/model/model_manager.py | 2 ++ python/fate_flow/manager/pipeline/__init__.py | 0 python/fate_flow/manager/pipeline/pipeline.py | 15 +++++++++++++++ 7 files changed, 31 insertions(+), 10 deletions(-) create mode 100644 python/fate_flow/manager/pipeline/__init__.py create mode 100644 python/fate_flow/manager/pipeline/pipeline.py diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index 97694856b..ec4f2b363 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -24,6 +24,7 @@ from fate_flow.errors.server_error import NoFoundJob, NoFoundTask, FileNoFound from fate_flow.utils import job_utils from fate_flow.utils.api_utils import API +from fate_flow.manager import pipeline as pipeline_manager @manager.route('/submit', methods=['POST']) @@ -159,5 +160,5 @@ def dag_dependency(job_id, role, party_id): jobs = JobController.query_job(job_id=job_id, role=role, party_id=party_id) if not jobs: return API.Output.fate_flow_exception(NoFoundJob(job_id=job_id)) - # todo - return API.Output.json(data={}) + data = pipeline_manager.pipeline_dag_dependency(jobs[0]) + return API.Output.json(data=data) diff --git a/python/fate_flow/apps/client/model_app.py b/python/fate_flow/apps/client/model_app.py index 284cb7e79..bfcbe5e59 100644 --- a/python/fate_flow/apps/client/model_app.py +++ b/python/fate_flow/apps/client/model_app.py @@ -54,8 +54,8 @@ def export(model_id, model_version, party_id, role, path): @manager.route('/import', methods=['POST']) -@API.Input.params(model_id=fields.String(required=True)) -@API.Input.params(model_version=fields.String(required=True)) +@API.Input.form(model_id=fields.String(required=True)) +@API.Input.form(model_version=fields.String(required=True)) def import_model(model_id, model_version): file = request.files.get('file') if not file: diff --git a/python/fate_flow/apps/client/permission_app.py b/python/fate_flow/apps/client/permission_app.py index f1b3dda84..edb257f89 100644 --- a/python/fate_flow/apps/client/permission_app.py +++ b/python/fate_flow/apps/client/permission_app.py @@ -59,7 +59,7 @@ def query_roles(): @manager.route('/resource/grant', methods=['post']) @API.Input.json(party_id=fields.String(required=True)) @API.Input.json(component=fields.String(required=False)) -@API.Input.json(dataset=fields.Dict(required=False)) +@API.Input.json(dataset=fields.List(fields.Dict(), required=False)) def grant_resource_permission(party_id, component=None, dataset=None): parameters = PermissionParameters(party_id=party_id, component=component, dataset=dataset) ResourcePermissionController(party_id).grant_or_delete(parameters) @@ -69,7 +69,7 @@ def grant_resource_permission(party_id, component=None, dataset=None): @manager.route('/resource/delete', methods=['post']) @API.Input.json(party_id=fields.String(required=True)) @API.Input.json(component=fields.String(required=False)) -@API.Input.json(dataset=fields.Dict(required=False)) +@API.Input.json(dataset=fields.List(fields.Dict(), required=False)) def delete_resource_permission(party_id, component=None, dataset=None): parameters = PermissionParameters(party_id=party_id, component=component, dataset=dataset, is_delete=True) ResourcePermissionController(parameters.party_id).grant_or_delete(parameters) @@ -77,9 +77,9 @@ def delete_resource_permission(party_id, component=None, dataset=None): @manager.route('/resource/query', methods=['get']) -@API.Input.json(party_id=fields.String(required=True)) -@API.Input.json(component=fields.String(required=False)) -@API.Input.json(dataset=fields.Dict(required=False)) +@API.Input.params(party_id=fields.String(required=True)) +@API.Input.params(component=fields.String(required=False)) +@API.Input.params(dataset=fields.Dict(required=False)) def query_resource_privilege(party_id, component=None, dataset=None): parameters = PermissionParameters(party_id=party_id, component=component, dataset=dataset) data = ResourcePermissionController(parameters.party_id).query() diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index 8521c4553..545784056 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -21,7 +21,7 @@ from fate_flow.manager.components.base import Base from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.system_settings import ENGINES, STORAGE - +from fate_flow.engine import storage class ComponentManager(Base): @classmethod @@ -56,6 +56,9 @@ def upload(cls, file, head, partitions, meta, namespace, name, extend_sid): @classmethod def dataframe_transformer(cls, data_warehouse, namespace, name): + data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) + if data_table_meta: + return {'code': 100, 'message': 'The data table already exists.'} provider = ProviderManager.get_default_fate_provider() dag_schema = cls.local_dag_schema( task_name="transformer_0", diff --git a/python/fate_flow/manager/model/model_manager.py b/python/fate_flow/manager/model/model_manager.py index d90a1eda2..21ad7ec6f 100644 --- a/python/fate_flow/manager/model/model_manager.py +++ b/python/fate_flow/manager/model/model_manager.py @@ -59,6 +59,8 @@ def delete_model(cls, **kwargs): @classmethod def export_model(cls, model_id, model_version, role, party_id, dir_path): _key_list = cls.get_model_storage_key(model_id=model_id, model_version=model_version, role=role, party_id=party_id) + if not _key_list: + raise ValueError(f"Not found model,check params model_id,model_version, role, party_id is right.") with TemporaryDirectory() as temp_dir: for _k in _key_list: temp_path = os.path.join(temp_dir, _k) diff --git a/python/fate_flow/manager/pipeline/__init__.py b/python/fate_flow/manager/pipeline/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/fate_flow/manager/pipeline/pipeline.py b/python/fate_flow/manager/pipeline/pipeline.py new file mode 100644 index 000000000..9e31aaad9 --- /dev/null +++ b/python/fate_flow/manager/pipeline/pipeline.py @@ -0,0 +1,15 @@ + +from fate_flow.operation.job_saver import JobSaver + +def pipeline_dag_dependency(job): + try: + component_need_run, dependency = {}, {} + component_need_run = {} + tasks = JobSaver.query_task(job_id=job.f_job_id, party_id=job.f_party_id, role=job.f_role, only_latest=True) + for task in tasks: + need_run = task.f_component_parameters.get("ComponentParam", {}).get("need_run", True) + component_need_run[task.f_task_name] = need_run + dependency["component_need_run"] = component_need_run + return dependency + except Exception as e: + raise e \ No newline at end of file From 6933c9cacbecde0d6ab6ab92e15c47a49a00dd3b Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Mon, 14 Aug 2023 20:54:14 +0800 Subject: [PATCH 216/482] fix bug and add error code Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/apps/client/job_app.py | 2 +- python/fate_flow/entity/code/_api.py | 1 + python/fate_flow/errors/server_error.py | 5 +++++ python/fate_flow/manager/components/component_manager.py | 3 ++- python/fate_flow/manager/model/model_manager.py | 3 ++- python/fate_flow/manager/pipeline/pipeline.py | 2 +- 6 files changed, 12 insertions(+), 4 deletions(-) diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index ec4f2b363..19d969b50 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -24,7 +24,7 @@ from fate_flow.errors.server_error import NoFoundJob, NoFoundTask, FileNoFound from fate_flow.utils import job_utils from fate_flow.utils.api_utils import API -from fate_flow.manager import pipeline as pipeline_manager +from fate_flow.manager.pipeline import pipeline as pipeline_manager @manager.route('/submit', methods=['POST']) diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index 24ae03f95..f5d263617 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -66,6 +66,7 @@ class Server: class Table: NO_FOUND = 7001 + EXISTS = 7002 class File: FILE_NOT_FOUND = 8001 diff --git a/python/fate_flow/errors/server_error.py b/python/fate_flow/errors/server_error.py index 5074f6ace..721c88e46 100644 --- a/python/fate_flow/errors/server_error.py +++ b/python/fate_flow/errors/server_error.py @@ -132,6 +132,11 @@ class NoFoundTable(FateFlowError): message = "No found table" +class ExistsTable(FateFlowError): + code = ReturnCode.Table.EXISTS + message = "Exists table" + + class NoPermission(FateFlowError): code = ReturnCode.API.NO_PERMISSION message = "No Permission" diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index 545784056..ab149db12 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -22,6 +22,7 @@ from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.runtime.system_settings import ENGINES, STORAGE from fate_flow.engine import storage +from fate_flow.errors.server_error import ExistsTable class ComponentManager(Base): @classmethod @@ -58,7 +59,7 @@ def upload(cls, file, head, partitions, meta, namespace, name, extend_sid): def dataframe_transformer(cls, data_warehouse, namespace, name): data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) if data_table_meta: - return {'code': 100, 'message': 'The data table already exists.'} + raise ExistsTable(name=name, namespace=namespace) provider = ProviderManager.get_default_fate_provider() dag_schema = cls.local_dag_schema( task_name="transformer_0", diff --git a/python/fate_flow/manager/model/model_manager.py b/python/fate_flow/manager/model/model_manager.py index 21ad7ec6f..8ac3016c9 100644 --- a/python/fate_flow/manager/model/model_manager.py +++ b/python/fate_flow/manager/model/model_manager.py @@ -23,6 +23,7 @@ from fate_flow.manager.model.handel import FileHandle, MysqlHandel, TencentCosHandel from fate_flow.manager.model.model_meta import ModelMeta from fate_flow.runtime.system_settings import MODEL_STORE +from fate_flow.errors.server_error import NoFoundModelOutput class PipelinedModel(object): @@ -60,7 +61,7 @@ def delete_model(cls, **kwargs): def export_model(cls, model_id, model_version, role, party_id, dir_path): _key_list = cls.get_model_storage_key(model_id=model_id, model_version=model_version, role=role, party_id=party_id) if not _key_list: - raise ValueError(f"Not found model,check params model_id,model_version, role, party_id is right.") + raise NoFoundModelOutput(model_id=model_id, model_version=model_version, role=role, party_id=party_id) with TemporaryDirectory() as temp_dir: for _k in _key_list: temp_path = os.path.join(temp_dir, _k) diff --git a/python/fate_flow/manager/pipeline/pipeline.py b/python/fate_flow/manager/pipeline/pipeline.py index 9e31aaad9..c561b5c13 100644 --- a/python/fate_flow/manager/pipeline/pipeline.py +++ b/python/fate_flow/manager/pipeline/pipeline.py @@ -1,6 +1,6 @@ - from fate_flow.operation.job_saver import JobSaver + def pipeline_dag_dependency(job): try: component_need_run, dependency = {}, {} From 3f38ad060ac89e5f2e6d1e72af598abb5f12c34a Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 16 Aug 2023 15:39:51 +0800 Subject: [PATCH 217/482] add job nodes Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/job_app.py | 10 ++++++++++ python/fate_flow/controller/job_controller.py | 10 ++++++++++ python/fate_flow/operation/base_saver.py | 5 +++++ 3 files changed, 25 insertions(+) diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index 19d969b50..3b13f9a7f 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -152,6 +152,16 @@ def clean_job(job_id): return API.Output.json() +@manager.route('/nodes/add', methods=['POST']) +@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(role=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(nodes=fields.String(required=True)) +def add_nodes(job_id, role, party_id, nodes): + JobController.add_nodes(job_id=job_id, role=role, party_id=party_id, nodes=nodes) + return API.Output.json() + + @manager.route('/dag/dependency', methods=['GET']) @API.Input.params(job_id=fields.String(required=True)) @API.Input.params(role=fields.String(required=True)) diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 9bcf8e2aa..7fccc6a65 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -292,6 +292,16 @@ def clean_job(cls, job_id): pass JobSaver.delete_job(job_id=job_id) + @staticmethod + def add_nodes(job_id, role, party_id, nodes): + job_info = { + "job_id": job_id, + "role": role, + "party_id": party_id, + "description": nodes + } + return JobSaver.update_job(job_info) + class JobInheritance: @classmethod diff --git a/python/fate_flow/operation/base_saver.py b/python/fate_flow/operation/base_saver.py index cffd7052f..542782f80 100644 --- a/python/fate_flow/operation/base_saver.py +++ b/python/fate_flow/operation/base_saver.py @@ -22,6 +22,7 @@ from fate_flow.db.db_models import Task, Job from fate_flow.db.schedule_models import ScheduleTask, ScheduleTaskStatus, ScheduleJob from fate_flow.entity.types import JobStatus, TaskStatus, EndStatus +from fate_flow.errors.server_error import NoFoundJob, NoFoundTask from fate_flow.utils.base_utils import current_timestamp from fate_flow.utils.log_utils import schedule_logger, sql_logger @@ -175,6 +176,10 @@ def update_entity_table(cls, entity_model, entity_info, filters: list = None): if objs: obj = objs[0] else: + if entity_model.__name__ == Job.__name__: + raise NoFoundJob() + if entity_model.__name__ == Job.__name__: + raise NoFoundTask() raise Exception("can not found the {}".format(entity_model.__name__)) update_filters = query_filters[:] update_info = {} From 298cc82841244c2d7fb1ae00f78927f3420bda40 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 16 Aug 2023 15:40:02 +0800 Subject: [PATCH 218/482] fix Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/hub/components_wraps/fate/_wraps.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/hub/components_wraps/fate/_wraps.py b/python/fate_flow/hub/components_wraps/fate/_wraps.py index 8073b1aa1..c17b7819a 100644 --- a/python/fate_flow/hub/components_wraps/fate/_wraps.py +++ b/python/fate_flow/hub/components_wraps/fate/_wraps.py @@ -163,7 +163,7 @@ def run_component(self, config): else: output_meta = ComponentOutputMeta(status=ComponentOutputMeta.Status( code=ReturnCode.Task.NO_FOUND_RUN_RESULT, - exceptions=f"No found task output. Process exit code {exit_code}. " + exceptions=f"No found task output. Process exit code. " )) return output_meta From 1fe3511a34d8b8445592c2ccc6723a11dc19a140 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 16 Aug 2023 15:53:15 +0800 Subject: [PATCH 219/482] add job notes Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/job_app.py | 8 ++++---- python/fate_flow/controller/job_controller.py | 4 ++-- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index 3b13f9a7f..83113837c 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -152,13 +152,13 @@ def clean_job(job_id): return API.Output.json() -@manager.route('/nodes/add', methods=['POST']) +@manager.route('/notes/add', methods=['POST']) @API.Input.json(job_id=fields.String(required=True)) @API.Input.json(role=fields.String(required=True)) @API.Input.json(party_id=fields.String(required=True)) -@API.Input.json(nodes=fields.String(required=True)) -def add_nodes(job_id, role, party_id, nodes): - JobController.add_nodes(job_id=job_id, role=role, party_id=party_id, nodes=nodes) +@API.Input.json(notes=fields.String(required=True)) +def add_notes(job_id, role, party_id, notes): + JobController.add_notes(job_id=job_id, role=role, party_id=party_id, notes=notes) return API.Output.json() diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 7fccc6a65..1ea9e40d7 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -293,12 +293,12 @@ def clean_job(cls, job_id): JobSaver.delete_job(job_id=job_id) @staticmethod - def add_nodes(job_id, role, party_id, nodes): + def add_notes(job_id, role, party_id, notes): job_info = { "job_id": job_id, "role": role, "party_id": party_id, - "description": nodes + "description": notes } return JobSaver.update_job(job_info) From ad0735f1c4a42d611555ba7af547d91357f7ab86 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Wed, 16 Aug 2023 16:23:58 +0800 Subject: [PATCH 220/482] update dag api && permission control Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/apps/__init__.py | 4 +- python/fate_flow/controller/app_controller.py | 5 +- python/fate_flow/manager/pipeline/pipeline.py | 90 ++++++++++++++++--- .../fate_flow/manager/service/app_manager.py | 5 +- python/fate_flow/utils/wraps_utils.py | 17 +++- 5 files changed, 101 insertions(+), 20 deletions(-) diff --git a/python/fate_flow/apps/__init__.py b/python/fate_flow/apps/__init__.py index 3b27eac3d..c9dfac117 100644 --- a/python/fate_flow/apps/__init__.py +++ b/python/fate_flow/apps/__init__.py @@ -138,8 +138,8 @@ def _init_permission_group(urls: dict): else: PermissionController.add_policy(super_role, rule, method) PermissionController.add_policy(role, rule, method) - PermissionController.add_role_for_user("admin", super_role) - PermissionController.add_role_for_user(PARTY_ID, "site") + PermissionController.add_role_for_user("admin", super_role, init=True) + PermissionController.add_role_for_user(PARTY_ID, "site", init=True) init_apps() diff --git a/python/fate_flow/controller/app_controller.py b/python/fate_flow/controller/app_controller.py index 5de1ff9c5..32c28d678 100644 --- a/python/fate_flow/controller/app_controller.py +++ b/python/fate_flow/controller/app_controller.py @@ -22,7 +22,7 @@ from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import CLIENT_AUTHENTICATION, SITE_AUTHENTICATION from fate_flow.utils.base_utils import generate_random_id -from fate_flow.utils.wraps_utils import switch_function +from fate_flow.utils.wraps_utils import switch_function, check_permission class Authentication(object): @@ -76,7 +76,8 @@ def add_policy(role, resource, permission): @staticmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) @AppManager.check_app_id - def add_role_for_user(app_id, role): + @check_permission + def add_role_for_user(app_id, role, init=False): PermissionController.check_permission_role(role) return FATE_CASBIN.add_role_for_user(app_id, role) diff --git a/python/fate_flow/manager/pipeline/pipeline.py b/python/fate_flow/manager/pipeline/pipeline.py index c561b5c13..16c8289f6 100644 --- a/python/fate_flow/manager/pipeline/pipeline.py +++ b/python/fate_flow/manager/pipeline/pipeline.py @@ -1,15 +1,83 @@ from fate_flow.operation.job_saver import JobSaver +from fate_flow.utils.log_utils import schedule_logger + def pipeline_dag_dependency(job): - try: - component_need_run, dependency = {}, {} - component_need_run = {} - tasks = JobSaver.query_task(job_id=job.f_job_id, party_id=job.f_party_id, role=job.f_role, only_latest=True) - for task in tasks: - need_run = task.f_component_parameters.get("ComponentParam", {}).get("need_run", True) - component_need_run[task.f_task_name] = need_run - dependency["component_need_run"] = component_need_run - return dependency - except Exception as e: - raise e \ No newline at end of file + component_list = [] + component_module, dependence_dict, component_need_run = {}, {}, {} + + tasks = job.f_dag["dag"].get("tasks") + for name, components in tasks.items(): + component_list.append(name) + component_module[name] = components["component_ref"] + dependence_dict[name] = [] + + for name, components in tasks.items(): + dependence_tasks = components["dependent_tasks"] + inputs = components.get("inputs", None) + if 'data' in inputs: + data_input = inputs["data"] + for data_key, data_dct in data_input.items(): + for _k, dataset in data_dct.items(): + if isinstance(dataset, list): + dataset = dataset[0] + up_component_name = dataset.get("producer_task") + # up_pos = component_list.index(up_component_name) + # up_component = components[up_pos] + # data_name = dataset.split(".", -1)[1] + # if up_component.get_output().get("data"): + # data_pos = up_component.get_output().get("data").index(data_name) + # else: + # data_pos = 0 + + if data_key == "data" or data_key == "train_data": + data_type = data_key + else: + data_type = "validate_data" + + dependence_dict[name].append({"component_name": up_component_name, + "type": data_type, + "up_output_info": [data_type, 0]}) + + input_keyword_type_mapping = {"model": "model", + "isometric_model": "model", + "cache": "cache"} + for keyword, v_type in input_keyword_type_mapping.items(): + if keyword in inputs: + input_list = inputs[keyword] + if not input_list or not isinstance(input_list, dict): + continue + # if isinstance(input_list, list): + # input_list = input_list[0] + for _k, _input in input_list.items(): + if isinstance(_input, list): + _input = _input[0] + up_component_name = _input.get("producer_task") + if up_component_name == "pipeline": + continue + # link_alias = _input.split(".", -1)[1] + # up_pos = component_list.index(up_component_name) + # up_component = self.components[up_pos] + # if up_component.get_output().get(v_type): + # dep_pos = up_component.get_output().get(v_type).index(link_alias) + # else: + dep_pos = 0 + dependence_dict[name].append({"component_name": up_component_name, + "type": v_type, + "up_output_info": [v_type, dep_pos]}) + + if not dependence_dict[name]: + del dependence_dict[name] + + tasks = JobSaver.query_task(job_id=job.f_job_id, party_id=job.f_party_id, role=job.f_role, only_latest=True) + for task in tasks: + need_run = task.f_component_parameters.get("ComponentParam", {}).get("need_run", True) + component_need_run[task.f_task_name] = need_run + + base_dependency = {"component_list": component_list, + "dependencies": dependence_dict, + "component_module": component_module, + "component_need_run": component_need_run } + + return base_dependency diff --git a/python/fate_flow/manager/service/app_manager.py b/python/fate_flow/manager/service/app_manager.py index 6e59a77bd..44da4cfd4 100644 --- a/python/fate_flow/manager/service/app_manager.py +++ b/python/fate_flow/manager/service/app_manager.py @@ -112,10 +112,7 @@ def check_app_id(func): @wraps(func) def _wrapper(*args, **kwargs): if kwargs.get("app_id"): - app_info = AppManager.query_app(app_id=kwargs.get("app_id")) - if not app_info: + if not AppManager.query_app(app_id=kwargs.get("app_id")): raise NoFoundAppid(app_id=kwargs.get("app_id")) - if kwargs.get("role") and app_info[0].f_app_type != kwargs.get("role"): - raise IsExistsRole(role=app_info[0].f_app_type) return func(*args, **kwargs) return _wrapper diff --git a/python/fate_flow/utils/wraps_utils.py b/python/fate_flow/utils/wraps_utils.py index 88c4a1a7f..657ab25ab 100644 --- a/python/fate_flow/utils/wraps_utils.py +++ b/python/fate_flow/utils/wraps_utils.py @@ -19,7 +19,7 @@ from fate_flow.entity.code import ReturnCode from flask import request as flask_request -from fate_flow.errors.server_error import NoFoundTask, ResponseException, NoFoundINSTANCE +from fate_flow.errors.server_error import NoFoundTask, ResponseException, NoFoundINSTANCE, NoPermission from fate_flow.hook import HookManager from fate_flow.operation.job_saver import JobSaver from fate_flow.runtime.runtime_config import RuntimeConfig @@ -29,6 +29,7 @@ from fate_flow.utils.permission_utils import get_permission_parameters from fate_flow.utils.requests_utils import request from fate_flow.utils.schedule_utils import schedule_signal +from fate_flow.db.casbin_models import FATE_CASBIN def filter_parameters(filter_value=None): @@ -177,3 +178,17 @@ def _wrapper(*_args, **_kwargs): return API.Output.fate_flow_exception(permission_return) return func(*_args, **_kwargs) return _wrapper + + +def check_permission(func): + @wraps(func) + def _wrapper(*args, **kwargs): + _init = kwargs.get("init", False) + if not _init: + app_id = flask_request.headers.get("Appid") + if app_id != "admin": + ret = FATE_CASBIN.has_role_for_user(app_id, "super_client") + if not ret: + raise NoPermission + return func(*args, **kwargs) + return _wrapper From 31ec89d4b669678321da62df6d89f05191c80996 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Thu, 17 Aug 2023 15:18:35 +0800 Subject: [PATCH 221/482] update fateflow api data Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/manager/service/service_manager.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/manager/service/service_manager.py b/python/fate_flow/manager/service/service_manager.py index 5c5d627ed..951f7a0ba 100644 --- a/python/fate_flow/manager/service/service_manager.py +++ b/python/fate_flow/manager/service/service_manager.py @@ -196,7 +196,7 @@ def get_servers(self): servers = {} for znode, value in self.get_urls('flow-server', True): instance = FlowInstance(**json.loads(value)) - servers[instance.instance_id] = instance + servers[instance.instance_id] = instance.to_dict() return servers From e1cdcd416e5a0dbc6ba40a24fabaa277eb2f465c Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Fri, 18 Aug 2023 14:07:03 +0800 Subject: [PATCH 222/482] update service_manager Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/manager/service/service_manager.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/manager/service/service_manager.py b/python/fate_flow/manager/service/service_manager.py index 951f7a0ba..5c5d627ed 100644 --- a/python/fate_flow/manager/service/service_manager.py +++ b/python/fate_flow/manager/service/service_manager.py @@ -196,7 +196,7 @@ def get_servers(self): servers = {} for znode, value in self.get_urls('flow-server', True): instance = FlowInstance(**json.loads(value)) - servers[instance.instance_id] = instance.to_dict() + servers[instance.instance_id] = instance return servers From b00af708eda380a277f4236b9ddc2ace3592592c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 21 Aug 2023 13:28:52 +0800 Subject: [PATCH 223/482] add system_conf.md Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/system_conf.md | 221 +++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 221 insertions(+) create mode 100644 doc/system_conf.md diff --git a/doc/system_conf.md b/doc/system_conf.md new file mode 100644 index 000000000..5d83c58cd --- /dev/null +++ b/doc/system_conf.md @@ -0,0 +1,221 @@ +### 系统配置描述文档 +FATE Flow使用yaml定义系统配置，配置路径位于: conf/service_conf.yaml, 具体配置内容及其含义如下： + +| 配置项 | 说明 | 值 | +|----------------------|------|------------------------------| +| party_id | 本方站点id | 如: "9999", "10000 | +| use_registry | 是否使用注册中心，当前仅支持zookeeper模式，需要保证zookeeper的配置正确；
    注：若使用高可用模式，需保证该配置设置为true | true/false | +| encrypt | 加密模块 | 见[加密模块](#加密模块) | +| fateflow | FATE Flow服务的配置，主要包括端口、命令通道服务、代理等 | 见[FateFlow配置](#fateflow配置) | +| database | 数据库服务的配置信息 | 见[数据库配置](#数据库配置) | +| default_engines | 系统的引擎服务，主要包括计算、存储和通信引擎 | 见[引擎配置](#引擎配置) | +| default_provider | 组件的来源信息，主要包括提供方名称、组件版本和运行模式 | 见[默认注册算法配置](#默认注册算法配置) | +| federation | 通信服务池 | 见[通信引擎池](#通信引擎池) | +| computing | 计算服务池 | 见[计算引擎池](#计算引擎池) | +| storage | 存储服务池 | 见[存储引擎池](#存储配置) | +| hook_module | 钩子配置，当前支持客户端认证、站点端认证以及鉴权钩子 | 见[钩子模块配置](#钩子模块配置) | +| authentication | 认证&&鉴权开关 | 见[认证开关](#认证开关) | +| model_store | 模型存储配置 | 见[模型存储](#模型存储) | +| zookeeper | zookeeper服务的配置 | 见[zookeeper配置](#zookeeper配置) | + +#### 加密模块 +```yaml +key_0: + module: fate_flow.hub.encrypt.password_encrypt#pwdecrypt + private_path: private_key.pem +``` +该加密模块主要用于密码(如mysql密码)等内容加密： +- 其中"key_0"为加密模块的key(可以自定义名字)，便于其它配置中直接引用，多套加密模式共存。 + - module: 加密模块，拼接规则为：加密模块 + "#" + 加密函数。 + - private_path：密钥路径。如填相对路径，其根目录位于fate_flow/conf/ + +#### FateFlow配置 +```yaml +host: 127.0.0.1 +http_port: 9380 +grpc_port: 9360 +proxy_name: rollsite +nginx: + host: + http_port: + grpc_port: +``` +- host: 主机地址; +- http_port：http端口号; +- grpc_port: grpc端口号; +- proxy_name: 命令通道服务名，支持osx/rollsite/nginx。详细配置需要在[通信引擎池](#通信引擎池) 里面配置; +- nginx: 代理服务配置，用于负载均衡。 + +#### 数据库配置 +```yaml +engine: sqlite +decrypt_key: +mysql: + name: fate_flow + user: fate + passwd: fate + host: 127.0.0.1 + port: 3306 + max_connections: 100 + stale_timeout: 30 +sqlite: + path: +``` +- engine: 数据库引擎名字，如这里填"mysql"，则需要更新mysql的配置详细配置。 +- decrypt_key: 加密模块,需要从[加密模块](#加密模块)中选择。 若不配置，视为不使用密码加密；若使用，则需要将下面的passwd相应设置为密文。 +- mysql: mysql服务配置；若使用密码加密功能，需要将此配置中的"passwd"设置为密文，并在[加密模块](#加密模块)中配置密钥路径 +- sqlite: sqlite文件路径，默认路径为fate_flow/fate_flow_sqlite.db + +#### 引擎配置 +```yaml +default_engines: + computing: standalone + federation: standalone + storage: standalone +``` + +- computing: 计算引擎，支持"standalone"、"eggroll"、"spark" +- federation: 通信引擎，支持"standalone"、"rollsite"、"osx"、"rabbitmq"、"pulsar" +- storage: 存储引擎，支持"standalone"、"eggroll"、"hdfs" + +#### 默认注册算法配置 +- name: 算法名称 +- version: 算法版本，若不配置，则使用fateflow.env中的配置 +- device: 算法启动方式, local/docker/k8s等 + +#### 通信引擎池 +##### pulsar +```yaml +pulsar: + host: 192.168.0.5 + port: 6650 + mng_port: 8080 + cluster: standalone + tenant: fl-tenant + topic_ttl: 30 + # default conf/pulsar_route_table.yaml + route_table: + # mode: replication / client, default: replication + mode: replication + max_message_size: 1048576 +``` +##### nginx: +```yaml +nginx: + host: 127.0.0.1 + http_port: 9300 + grpc_port: 9310 + # http or grpc + protocol: http +``` + +##### rabbitmq +```yaml +nginx: + host: 127.0.0.1 + http_port: 9300 + grpc_port: 9310 + # http or grpc + protocol: http +``` + +##### rollsite +```yaml +rollsite: + host: 127.0.0.1 + port: 9370 +``` + +##### osx +```yaml + host: 127.0.0.1 + port: 9370 +``` + +#### 计算引擎池 +##### standalone +```yaml + cores: 32 +``` +- cores: 资源总数 + +##### eggroll +```yaml +eggroll: + cores: 32 + nodes: 2 +``` +- cores: 集群资源总数 +- nodes: 集群node-manager数量 + +##### spark +```yaml +eggroll: + home: + cores: 32 +``` +- home: spark home目录，如果不填，将使用"pyspark"作为计算引擎。 +- cores: 资源总数 + +#### 存储引擎池 +```yaml + hdfs: + name_node: hdfs://fate-cluster +``` + +## 钩子模块配置 +```yaml +hook_module: + client_authentication: fate_flow.hook.flow.client_authentication + site_authentication: fate_flow.hook.flow.site_authentication + permission: fate_flow.hook.flow.permission +``` +- client_authentication: 客户端认证钩子 +- site_authentication: 站点认证钩子 +- permission: 权限认证钩子 + +## 认证开关 +```yaml +authentication: + client: false + site: false + permission: false +``` + +## 模型存储 +```yaml +model_store: + engine: file + decrypt_key: + file: + path: + mysql: + name: fate_flow + user: fate + passwd: fate + host: 127.0.0.1 + port: 3306 + max_connections: 100 + stale_timeout: 30 + tencent_cos: + Region: + SecretId: + SecretKey: + Bucket: +``` +- engine: 模型存储引擎，支持"file"、"mysql"和"tencent_cos"。 +- decrypt_key: 加密模块,需要从[加密模块](#加密模块)中选择。 若不配置，视为不使用密码加密；若使用，则需要将下面的passwd相应设置为密文。 +- file: 模型存储目录，默认位于： fate_flow/model +- mysql: mysql服务配置；若使用密码加密功能，需要将此配置中的"passwd"设置为密文，并在[加密模块](#加密模块)中配置密钥路径 +- tencent_cos: 腾讯云密钥配置 + + +#### zookeeper配置 +```yaml +zookeeper: + hosts: + - 127.0.0.1:2181 + use_acl: true + user: fate + password: fate +``` \ No newline at end of file From 8084121bb632cbae20914202f809752e6635b811 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 21 Aug 2023 21:31:52 +0800 Subject: [PATCH 224/482] fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- examples/test/data.py | 12 ------------ python/fate_flow/apps/client/data_app.py | 5 +++-- python/fate_flow/apps/client/job_app.py | 4 +++- python/fate_flow/components/components/upload.py | 4 ++-- .../manager/components/component_manager.py | 11 +++++++++-- python/fate_flow/manager/data/data_manager.py | 4 +++- python/fate_flow/manager/model/handel/_file.py | 2 +- python/fate_flow/manager/model/handel/_mysql.py | 2 +- .../fate_flow/manager/model/handel/_tencent_cos.py | 2 +- python/fate_flow/settings.py | 2 +- python/fate_flow/utils/api_utils.py | 4 ++-- 11 files changed, 26 insertions(+), 26 deletions(-) delete mode 100644 examples/test/data.py diff --git a/examples/test/data.py b/examples/test/data.py deleted file mode 100644 index 7e7fca4f7..000000000 --- a/examples/test/data.py +++ /dev/null @@ -1,12 +0,0 @@ -import json - -import requests - -base = "http://127.0.0.1:9380/v2" - - -def upload_data(): - uri = "/data/upload" - conf = json.load(open("../upload/upload_guest.json", "r")) - response = requests.post(base+uri, json=conf) - print(response.text) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 3b0b60475..bd070df6e 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -53,8 +53,9 @@ def download_data(namespace, name, path): @API.Input.json(data_warehouse=fields.Dict(required=True)) @API.Input.json(namespace=fields.String(required=True)) @API.Input.json(name=fields.String(required=True)) -def transformer_data(data_warehouse, namespace, name): - result = ComponentManager.dataframe_transformer(data_warehouse, namespace, name) +@API.Input.json(drop=fields.Bool(required=False)) +def transformer_data(data_warehouse, namespace, name, drop=True): + result = ComponentManager.dataframe_transformer(data_warehouse, namespace, name, drop) return API.Output.json(**result) diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index 83113837c..2512fc63c 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -136,7 +136,9 @@ def download_job_logs(job_id): rel_path = os.path.relpath(full_path, job_log_dir) tar.add(full_path, rel_path) memory_file.seek(0) - return API.Output.file(memory_file, attachment_filename=f'job_{job_id}_log.tar.gz', as_attachment=True) + return API.Output.file( + memory_file, attachment_filename=f'job_{job_id}_log.tar.gz', as_attachment=True, mimetype="application/gzip" + ) @manager.route('/queue/clean', methods=['POST']) diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py index f3c440a38..a07fde9c1 100644 --- a/python/fate_flow/components/components/upload.py +++ b/python/fate_flow/components/components/upload.py @@ -61,7 +61,7 @@ def __init__( match_id_list: list = None, match_id_range: int = 0, label_name: Union[None, str] = None, - label_type: str = "int", + label_type: str = "int32", weight_name: Union[None, str] = None, weight_type: str = "float32", header: str = None, @@ -76,7 +76,7 @@ def __init__( ): self.sample_id_name = sample_id_name self.match_id_name = match_id_name - self.match_id_lis = match_id_list + self.match_id_list = match_id_list self.match_id_range = match_id_range self.label_name = label_name self.label_type = label_type diff --git a/python/fate_flow/manager/components/component_manager.py b/python/fate_flow/manager/components/component_manager.py index ab149db12..5cb33c89d 100644 --- a/python/fate_flow/manager/components/component_manager.py +++ b/python/fate_flow/manager/components/component_manager.py @@ -56,10 +56,17 @@ def upload(cls, file, head, partitions, meta, namespace, name, extend_sid): return result @classmethod - def dataframe_transformer(cls, data_warehouse, namespace, name): + def dataframe_transformer(cls, data_warehouse, namespace, name, drop): data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) if data_table_meta: - raise ExistsTable(name=name, namespace=namespace) + if not drop: + raise ExistsTable( + name=name, + namespace=namespace, + warning="If you want to ignore this error and continue transformer, " + "you can set the parameter of 'drop' to 'true' " + ) + data_table_meta.destroy_metas() provider = ProviderManager.get_default_fate_provider() dag_schema = cls.local_dag_schema( task_name="transformer_0", diff --git a/python/fate_flow/manager/data/data_manager.py b/python/fate_flow/manager/data/data_manager.py index 31411ac78..5e2cd2a99 100644 --- a/python/fate_flow/manager/data/data_manager.py +++ b/python/fate_flow/manager/data/data_manager.py @@ -62,6 +62,8 @@ def send_table( output_data_meta_file_list.append(output_data_meta_file_path) os.makedirs(os.path.dirname(output_data_file_path), exist_ok=True) with Session() as sess: + if not output_table_meta: + raise NoFoundTable() table = sess.get_table( name=output_table_meta.get_name(), namespace=output_table_meta.get_namespace()) @@ -76,7 +78,7 @@ def send_table( tar.add(output_data_meta_file_list[index], os.path.relpath(output_data_meta_file_list[index], output_tmp_dir)) tar.close() - return send_file(output_data_tarfile, download_name=tar_file_name, as_attachment=True) + return send_file(output_data_tarfile, download_name=tar_file_name, as_attachment=True, mimetype='application/gzip') @classmethod def write_data_to_file(cls, output_data_file_path, output_data_meta_file_path, table, need_head): diff --git a/python/fate_flow/manager/model/handel/_file.py b/python/fate_flow/manager/model/handel/_file.py index 0a9dc4e28..d60661e32 100644 --- a/python/fate_flow/manager/model/handel/_file.py +++ b/python/fate_flow/manager/model/handel/_file.py @@ -43,7 +43,7 @@ def _upload(self, model_file: FileStorage, storage_key): def _download(self, storage_key): _p = self._generate_model_storage_path(storage_key) - return send_file(_p, download_name=os.path.basename(_p), as_attachment=True) + return send_file(_p, download_name=os.path.basename(_p), as_attachment=True, mimetype='application/x-tar') def _save_as(self, storage_key, path): _p = self._generate_model_storage_path(storage_key) diff --git a/python/fate_flow/manager/model/handel/_mysql.py b/python/fate_flow/manager/model/handel/_mysql.py index 56372f772..4bc2865df 100644 --- a/python/fate_flow/manager/model/handel/_mysql.py +++ b/python/fate_flow/manager/model/handel/_mysql.py @@ -43,7 +43,7 @@ def _upload(self, model_file: FileStorage, storage_key): def _download(self, storage_key): memory = self.engine.read(storage_key) memory.seek(0) - return send_file(memory, download_name=storage_key, as_attachment=True) + return send_file(memory, download_name=storage_key, as_attachment=True, mimetype='application/x-tar') def _read(self, storage_key, metas): memory = self.engine.read(storage_key) diff --git a/python/fate_flow/manager/model/handel/_tencent_cos.py b/python/fate_flow/manager/model/handel/_tencent_cos.py index bf4f9db2e..02d88fe2b 100644 --- a/python/fate_flow/manager/model/handel/_tencent_cos.py +++ b/python/fate_flow/manager/model/handel/_tencent_cos.py @@ -42,7 +42,7 @@ def _upload(self, model_file: FileStorage, storage_key): def _download(self, storage_key): memory = self.engine.read(storage_key) memory.seek(0) - return send_file(memory, as_attachment=True, download_name=storage_key) + return send_file(memory, as_attachment=True, download_name=storage_key, mimetype='application/x-tar') def _read(self, storage_key, metas): memory = self.engine.read(storage_key) diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index 16fd6b56c..a02aaafa6 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -28,7 +28,7 @@ # sqlite SQLITE_FILE_DIR = "" -SQLITE_FILE_NAME = "fate_sqlite.db" +SQLITE_FILE_NAME = "fate_flow_sqlite.db" # Client Manager diff --git a/python/fate_flow/utils/api_utils.py b/python/fate_flow/utils/api_utils.py index 50589feda..025aed286 100644 --- a/python/fate_flow/utils/api_utils.py +++ b/python/fate_flow/utils/api_utils.py @@ -81,8 +81,8 @@ def json(code=ReturnCode.Base.SUCCESS, message='success', data=None, job_id=None return jsonify(response) @staticmethod - def file(path_or_file, attachment_filename, as_attachment): - return send_file(path_or_file, download_name=attachment_filename, as_attachment=as_attachment) + def file(path_or_file, attachment_filename, as_attachment, mimetype="application/octet-stream"): + return send_file(path_or_file, download_name=attachment_filename, as_attachment=as_attachment, mimetype=mimetype) @staticmethod def server_error_response(e): From d37261bf771bfc7f263798869394bfca2d0f9827 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 21 Aug 2023 21:32:35 +0800 Subject: [PATCH 225/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 739 ++++++++++++------ examples/lr/eggroll/lr_predict_dag.yaml | 98 --- examples/lr/eggroll/lr_train_dag.yaml | 135 ---- examples/lr/predict_lr.yaml | 138 ++++ examples/lr/standalone/lr_predict_dag.yaml | 108 --- examples/lr/standalone/lr_train_dag.yaml | 145 ---- examples/lr/train_lr.yaml | 182 +++++ examples/test/job.py | 35 - examples/test/output.py | 39 - examples/test/site.py | 9 - .../transformer/dataframe_transformer.json | 8 - examples/transformer/transformer_guest.json | 8 + examples/transformer/transformer_host.json | 8 + examples/upload/upload_guest.json | 13 +- examples/upload/upload_host.json | 12 +- 15 files changed, 861 insertions(+), 816 deletions(-) delete mode 100644 examples/lr/eggroll/lr_predict_dag.yaml delete mode 100644 examples/lr/eggroll/lr_train_dag.yaml create mode 100644 examples/lr/predict_lr.yaml delete mode 100644 examples/lr/standalone/lr_predict_dag.yaml delete mode 100644 examples/lr/standalone/lr_train_dag.yaml create mode 100644 examples/lr/train_lr.yaml delete mode 100644 examples/test/job.py delete mode 100644 examples/test/output.py delete mode 100644 examples/test/site.py delete mode 100644 examples/transformer/dataframe_transformer.json create mode 100644 examples/transformer/transformer_guest.json create mode 100644 examples/transformer/transformer_host.json diff --git a/doc/quick_start.md b/doc/quick_start.md index 736a1dc70..28b9de6a5 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -1,222 +1,523 @@ -### 1. FATE Flow 2.0.0-alpha 部署 - -#### 1.1 源码获取 -##### 1.1.1 从github拉取源码 - - [FATE](https://github.com/FederatedAI/FATE/tree/release-2.0-alpha) - - [FATE-Flow](https://github.com/FederatedAI/FATE-Flow/tree/release-2.0-alpha) -##### 1.1.2 新建部署目录: -```shell -mkdir -p /data/projects/fate2.0 -``` -##### 1.1.3 将源码放到部署目录 -```shell - # fate flow - mv ./FATE-Flow /data/projects/fate2.0/fate_flow - # fate算法包 - mv ./FATE/python /data/projects/fate2.0/python -``` -#### 1.2 依赖 -##### 1.2.1 miniconda安装 -```shell -wget https://webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com/resources/Miniconda3-py38_4.12.0-Linux-x86_64.sh -#创建python虚拟化安装目录 -mkdir -p /data/projects/fate2.0/common/python/venv - -#安装miniconda3 -bash Miniconda3-py38_4.12.0-Linux-x86_64.sh -b -p /data/projects/fate2.0/common/miniconda3 -#创建虚拟化环境 -/data/projects/fate2.0/common/miniconda3/bin/python3.8 -m venv /data/projects/fate2.0/common/python/venv -``` - -##### 1.2.2 依赖安装 -```shell -source /data/projects/fate2.0/common/python/venv/bin/activate -cd /data/projects/fate2.0/fate_flow/python -pip install -r requirements.txt -``` -详细依赖参考： [requirements.txt](../python/requirements.txt) - -#### 1.3 修改配置 -#### 1.3.1 配置说明 -- 系统配置文件[service_conf.yaml](../conf/service_conf.yaml)说明： -```yaml -force_use_sqlite: 是否强制使用sqlite作为数据库 -party_id: 站点id -fateflow: - host: 服务ip - http_port: http端口 - grpc_port: grpc端口 - proxy_name: 命令通道服务名，支持rollsite/nginx/osx, 需要在下面的federation中配置具体的地址 -database: 数据库连接信息，若未部署mysql，可将force_use_sqlite设置为true -default_engines: - computing: 计算引擎, 可填:standalone/eggroll/spark - federation: 通信引擎, 可填:standalone/rollsite/pulsar/rabbitmq/osx - storage: 存储引擎, 可填:standalone/eggroll -federation: 通信服务详细地址 -``` -##### 1.3.2 配置修改 -- 根据实际部署情况修改系统配置service_conf.yaml -- 修改fate_flow/bin/init_env.sh, 参考如下： -```yaml -export EGGROLL_HOME=/data/projects/fate/eggroll -export PYTHONPATH=/data/projects/fate2.0/python:/data/projects/fate2.0/fate_flow/python:/data/projects/fate/eggroll/python -venv=/data/projects/fate2.0/common/python/venv -export PATH=$PATH:$JAVA_HOME/bin -source ${venv}/bin/activate -``` - -#### 1.4 服务启停 -- init环境变量 - ```shell - source /data/projects/fate2.0/fate_flow/bin/init_env.sh - ``` -- 启动服务 - ```shell - sh /data/projects/fate2.0/fate_flow/bin/service.sh start - ``` -- 重启服务 - ```shell - sh /data/projects/fate2.0/fate_flow/bin/service.sh restart - ``` -- 停止服务 - ```shell - sh /data/projects/fate2.0/fate_flow/bin/service.sh stop - ``` -- 查询服务状态 - ```shell - sh /data/projects/fate2.0/fate_flow/bin/service.sh status - ``` +## 快速入门 + +### 1. 环境部署 +##### 1.1 源码部署 +##### 1.2 单机版部署 +##### 1.3 集群部署 ### 2. 使用指南 +fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以参考[FATE Client部署]()将其部署上。以下的使用操作均基于cli编写，你也可以通过SDK或者Pipeline中找到对应的操作接口。 #### 2.1 数据上传 -- 若计算引擎使用standalone，reader组件参数支持配置文件路径，数据无需上传。提交任务时reader参数如下： -```yaml -reader_0: - inputs: - parameters: - delimiter: ',' - dtype: float32 - format: csv - id_name: id - label_name: y - label_type: float32 - path: file:///data/projects/fate/fateflow/examples/data/breast_hetero_guest.csv -``` -- 若计算引擎使用eggroll，需要先将数据上传至eggroll中，可参考：[eggroll数据上传](../examples/test/data.py)、[上传参数](../examples/upload/upload_guest.json)。 提交任务时reader参数： -```yaml -reader_0: - inputs: - parameters: - path: eggroll:///experiment/guest - format: raw_table -``` -#### 2.2 任务操作 -##### 2.2.1 提交任务 -- 任务配置参考[dag配置](../examples/lr/standalone/lr_train_dag.yaml) -```python -import requests -from ruamel import yaml - -base = "http://127.0.0.1:9380/v2" - -def submit_job(): - uri = "/job/submit" - dag = yaml.safe_load(open("lr_train_dag.yaml", "r")) - response = requests.post(base+uri, json={"dag_schema": dag}) - print(response.text) - ``` -##### 2.2.2 查询job -```python -import requests - -base = "http://127.0.0.1:9380/v2" - -def query_job(job_id): - uri = "/job/query" - response = requests.post(base+uri, json={"job_id": job_id}) - print(response.text) -``` -##### 2.2.3 查询task -```python -import requests - -base = "http://127.0.0.1:9380/v2" - -def query_task(job_id, role, party_id, task_name): - uri = "/job/task/query" - response = requests.post(base+uri, json={"job_id": job_id, "role": role, "party_id": party_id, "task_name": task_name}) - print(response.text) -``` - -##### 2.2.4 停止任务 -```python -import requests - -base = "http://127.0.0.1:9380/v2" - -def stop_job(job_id): - uri = "/job/stop" - response = requests.post(base+uri, json={"job_id": job_id}) - print(response.text) -``` - -#### 2.3 输出查询 -##### 2.3.1 metric -```python -import requests - -base = "http://127.0.0.1:9380/v2" - -def metric_query(job_id, role, party_id, task_name): - uri = "/output/metric/query" - data = { - "job_id": job_id, - "role": role, - "party_id": party_id, - "task_name": task_name - } - response = requests.get(base+uri, params=data) - print(response.text) -``` -##### 2.3.2 model -```python -import requests - -base = "http://127.0.0.1:9380/v2" - -def model_query(job_id, role, party_id, task_name): - uri = "/output/model/query" - data = { - "job_id": job_id, - "role": role, - "party_id": party_id, - "task_name": task_name - } - response = requests.get(base+uri, params=data) - print(response.text) -``` - -#### 2.4 算法容器 -##### 2.4.1 方案 -算法容器化方案参考：[算法容器注册与加载方案](./container.md) - -##### 2.4.2 配置 -service_conf.yaml中默认配置如下： -```yaml -worker: - type: native - docker: - config: - base_url: unix:///var/run/docker.sock - image: ccr.ccs.tencentyun.com/federatedai/fate_algorithm:2.0.0-alpha - # 容器内路径，一般不需要更改 - fate_root_dir: /data/projects/fate - # 宿主机路径，根据实际情况填写 - eggroll_conf_dir: - k8s: - image: ccr.ccs.tencentyun.com/federatedai/fate_algorithm:2.0.0-alpha - namespace: fate-10000 -``` -- 在 2.0.0-alpha 版本中暂不支持算法容器注册功能，只支持固定模式的算法运行方案：`local`、`docker` 或 `k8s`, 由配置 `type` 决定运行模式。 -- `worker.type` 支持：`docker`、`k8s`，默认使用非容器模式，即 `native`。 -- 容器模式不支持通信组件使用 `standalone`，需更改 `default_engines.federation` 为其他组件。 +在2.0-beta版本中，数据上传分为两步： +- upload: 将数据上传到FATE支持存储服务中 +- transformer: 将数据转化成dataframe +##### 2.1.1 upload +##### 2.1.1.1 配置及数据 + - 上传配置位于[upload-examples](../examples/upload)，上传数据位于[upload-data](../examples/data) + - 你也可以使用自己的数据，并修改upload配置中的"meta"信息。 +##### 2.1.1.2 上传guest方数据 +```shell +flow data upload -c examples/upload/upload_guest.json +``` +- 需要记录返回的name和namespace +##### 2.1.1.3 上传host方数据 +```shell +flow data upload -c examples/upload/upload_host.json +``` +- 需要记录返回的name和namespace +##### 2.1.1.4 上传结果 +```json +{ + "code": 0, + "data": { + "name": "36491bc8-3fef-11ee-be05-16b977118319", + "namespace": "upload" + }, + "job_id": "202308211451535620150", + "message": "success" +} +``` +其中"namespace"和"name"是这份数据在fate中的标识，后续使用时可直接引用。 + +##### 2.1.1.5 数据查询 +因为upload为异步操作，需要确认是否上传成功才可进行后续操作。 +```shell +flow table query --namespace upload --name 36491bc8-3fef-11ee-be05-16b977118319 +``` +上传成功信息如下： +```json +{ + "code": 0, + "data": { + "count": 569, + "data_type": "table", + "engine": "standalone", + "meta": { + "delimiter": ",", + "dtype": "'float32", + "header": "extend_sid,id,x0,x1,x2,x3,x4,x5,x6,x7,x8,x9,x10,x11,x12,x13,x14,x15,x16,x17,x18,x19", + "input_format": "dense", + "label_type": "int", + "match_id_name": "id", + "match_id_range": 0, + "sample_id_name": "extend_sid", + "tag_value_delimiter": ":", + "tag_with_value": false, + "weight_type": "float32" + }, + "name": "36491bc8-3fef-11ee-be05-16b977118319", + "namespace": "upload", + "path": "xxx", + "source": { + "component": "upload", + "output_artifact_key": "data", + "output_index": null, + "party_task_id": "", + "task_id": "", + "task_name": "upload" + } + }, + "message": "success" +} + +``` +若返回的code为0即为上传成功。 + +##### 2.1.2 transformer +##### 2.1.2.1 配置 + - transformer配置位于[transformer-examples](../examples/transformer) +##### 2.1.2.2 transformer guest +- 配置路径位于： examples/transformer/transformer_guest.json +- 修改配置中"data_warehouse"的"namespace"和"name"：guest数据upload阶段的[输出表](#上传结果) +```shell +flow data transformer -c examples/transformer/transformer_guest.json +``` +##### 2.1.2.3 transformer host +- 配置路径位于： examples/transformer/transformer_host.json +- 修改配置中"data_warehouse"的"namespace"和"name"：host数据upload阶段的[输出表](#上传结果) +```shell +flow data transformer -c examples/transformer/transformer_host.json +``` +##### 2.1.2.4 transformer结果 +```json +{ + "code": 0, + "data": { + "name": "breast_hetero_guest", + "namespace": "experiment" + }, + "job_id": "202308211557455662860", + "message": "success" +} +``` +其中"namespace"和"name"是这份数据在fate中的标识，后续使用时可直接引用。 +##### 2.1.2.5 查看数据是否上传成功 + +因为transformer也是异步操作，需要确认是否上传成功才可进行后续操作。 +```shell +flow table query --namespace breast_hetero_guest --name experiment +``` +```shell +flow table query --namespace breast_hetero_host --name experiment +``` +若返回的code为0即为上传成功。 + +#### 2.2 开始FATE作业 +##### 2.2.1 提交作业 +当你的数据准备好后，你可以自定义作业[DAG](), 然后提交作业给FATE Flow +- 训练job配置example位于[lr-train](../examples/lr/train_lr.yaml); +- 预测job配置example位于[lr-predict](../examples/lr/predict_lr.yaml);预测任务需要修改"dag.conf.model_warehouse"成训练作业的输出模型。 +- 训练和预测job配置中站点id为"9998"和"9999"。如果你的部署环境为集群版，需要替换成真实的站点id；单机版可使用默认配置。 +- 如果想要使用自己的数据，可以更改配置中guest和host的data_warehouse的两份表名为[自定义数据上传的结果](#transformer结果) +- 提交作业的命令为: +```shell +flow job submit -c examples/lr/train_lr.yaml +``` +- 提交成功返回结果: +```json +{ + "code": 0, + "data": { + "model_id": "202308211911505128750", + "model_version": "0" + }, + "job_id": "202308211911505128750", + "message": "success" +} + +``` +这里的"data"内容即为该作业的输出模型。 + +##### 2.2.2 查询作业 +在作业的运行过程时，你可以通过查询命令获取作业的运行状态 +```shell +flow job query -j $job_id +``` +- 其中-j参数为job id, 来自[提交作业](#提交作业)的返回结果 + +##### 2.2.3 停止作业 +在作业的运行过程时，你可以通过停止作业命令来终止当前作业 +```shell +flow job stop -j $job_id +``` + +##### 2.2.4 重跑作业 +在作业的运行过程时，如果运行失败，你可以通过重跑命令来重跑当前作业 +```shell +flow job rerun -j $job_id +``` + +#### 2.3 获取作业输出结果 +作业的输出包括数据、模型和指标 +##### 2.3.1 输出指标 +查询输出指标命令： +```shell +flow output query-metric -j $job_id -r $role -p $party_id -tn $task_name +``` +如使用上面的训练dag提交任务，可以使用`flow output query-metric -j 202308211911505128750 -r arbiter -p 9998 -tn lr_0`查询。 +查询结果如下: +```json +{ + "code": 0, + "data": [ + { + "data": [ + { + "metric": [ + 0.0 + ], + "step": 0, + "timestamp": 1692616428.253495 + } + ], + "groups": [ + { + "index": null, + "name": "default" + }, + { + "index": null, + "name": "train" + } + ], + "name": "lr_loss", + "step_axis": "iterations", + "type": "loss" + }, + { + "data": [ + { + "metric": [ + -0.07785049080848694 + ], + "step": 1, + "timestamp": 1692616432.9727712 + } + ], + "groups": [ + { + "index": null, + "name": "default" + }, + { + "index": null, + "name": "train" + } + ], + "name": "lr_loss", + "step_axis": "iterations", + "type": "loss" + } + ], + "message": "success" +} + +``` + + +##### 2.3.2 输出模型 +###### 2.3.2.1 查询模型 +```shell +flow output query-model -j $job_id -r $role -p $party_id -tn $task_name +``` +如使用上面的训练dag提交任务，可以使用`flow output query-model -j 202308211911505128750 -r host -p 9998 -tn lr_0`查询。 +查询结果如下： +```json +{ + "code": 0, + "data": { + "output_model": { + "data": { + "estimator": { + "end_epoch": 10, + "is_converged": false, + "lr_scheduler": { + "lr_params": { + "start_factor": 0.7, + "total_iters": 100 + }, + "lr_scheduler": { + "_get_lr_called_within_step": false, + "_last_lr": [ + 0.07269999999999996 + ], + "_step_count": 10, + "base_lrs": [ + 0.1 + ], + "end_factor": 1.0, + "last_epoch": 9, + "start_factor": 0.7, + "total_iters": 100, + "verbose": false + }, + "method": "linear" + }, + "optimizer": { + "alpha": 0.001, + "l1_penalty": false, + "l2_penalty": true, + "method": "sgd", + "model_parameter": [ + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ], + [ + 0.0 + ] + ], + "model_parameter_dtype": "float32", + "optim_param": { + "lr": 0.1 + }, + "optimizer": { + "param_groups": [ + { + "dampening": 0, + "differentiable": false, + "foreach": null, + "initial_lr": 0.1, + "lr": 0.07269999999999996, + "maximize": false, + "momentum": 0, + "nesterov": false, + "params": [ + 0 + ], + "weight_decay": 0 + } + ], + "state": {} + } + }, + "param": { + "coef_": [ + [ + -0.10828543454408646 + ], + [ + -0.07341302931308746 + ], + [ + -0.10850320011377335 + ], + [ + -0.10066638141870499 + ], + [ + -0.04595951363444328 + ], + [ + -0.07001449167728424 + ], + [ + -0.08949052542448044 + ], + [ + -0.10958756506443024 + ], + [ + -0.04012322425842285 + ], + [ + 0.02270071767270565 + ], + [ + -0.07198350876569748 + ], + [ + 0.00548586156219244 + ], + [ + -0.06599288433790207 + ], + [ + -0.06410090625286102 + ], + [ + 0.016374297440052032 + ], + [ + -0.01607361063361168 + ], + [ + -0.011447405442595482 + ], + [ + -0.04352564364671707 + ], + [ + 0.013161249458789825 + ], + [ + 0.013506329618394375 + ] + ], + "dtype": "float32", + "intercept_": null + } + } + }, + "meta": { + "batch_size": null, + "epochs": 10, + "init_param": { + "fill_val": 0.0, + "fit_intercept": false, + "method": "zeros", + "random_state": null + }, + "label_count": false, + "learning_rate_param": { + "method": "linear", + "scheduler_params": { + "start_factor": 0.7, + "total_iters": 100 + } + }, + "optimizer_param": { + "alpha": 0.001, + "method": "sgd", + "optimizer_params": { + "lr": 0.1 + }, + "penalty": "l2" + }, + "ovr": false + } + } + }, + "message": "success" +} + +``` + +###### 2.3.2.2 下载模型 +```shell +flow output download-model -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir +``` +如使用上面的训练dag提交任务，可以使用`flow output download-model -j 202308211911505128750 -r host -p 9998 -tn lr_0 -o ./`下载。 +下载结果如下： +```json +{ + "code": 0, + "directory": "./output_model_202308211911505128750_host_9998_lr_0", + "message": "download success, please check the path: ./output_model_202308211911505128750_host_9998_lr_0" +} + + +``` + + +##### 2.3.3 输出数据 +###### 2.3.3.1 查询数据表 +```shell +flow output query-data-table -j $job_id -r $role -p $party_id -tn $task_name +``` +如使用上面的训练dag提交任务，可以使用`flow output query-data-table -j 202308211911505128750 -r host -p 9998 -tn binning_0`查询。 +查询结果如下： +```json +{ + "train_output_data": [ + { + "name": "9e28049c401311ee85c716b977118319", + "namespace": "202308211911505128750_binning_0" + } + ] +} +``` + +###### 2.3.3.2 预览数据 +```shell +flow output display-data -j $job_id -r $role -p $party_id -tn $task_name +``` +如使用上面的训练dag提交任务，可以使用`flow output display-data -j 202308211911505128750 -r host -p 9998 -tn binning_0`预览输出数据。 + +###### 2.3.3.3 下载数据 +```shell +flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $download_dir +``` +如使用上面的训练dag提交任务，可以使用`flow output download-data -j 202308211911505128750 -r guest -p 9999 -tn lr_0 -o ./`下载输出数据。 +下载结果如下： +```json +{ + "code": 0, + "directory": "./output_data_202308211911505128750_guest_9999_lr_0", + "message": "download success, please check the path: ./output_data_202308211911505128750_guest_9999_lr_0" +} + +``` diff --git a/examples/lr/eggroll/lr_predict_dag.yaml b/examples/lr/eggroll/lr_predict_dag.yaml deleted file mode 100644 index b0a1f3f2d..000000000 --- a/examples/lr/eggroll/lr_predict_dag.yaml +++ /dev/null @@ -1,98 +0,0 @@ -dag: - conf: - model_id: 'xxx' - model_version: '0' - task_parallelism: 1 - scheduler_party_id: '9999' - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '10000' - role: host - - party_id: - - '10000' - role: arbiter - party_tasks: - guest_9999: - parties: - - party_id: - - '9999' - role: guest - tasks: - reader_1: - inputs: - parameters: - path: eggroll:///experiment/guest - format: raw_table - host_10000: - parties: - - party_id: - - '10000' - role: host - tasks: - reader_1: - inputs: - parameters: - path: eggroll:///experiment/host - format: raw_table - stage: predict - tasks: - intersection_0: - component_ref: intersection - dependent_tasks: - - reader_1 - inputs: - artifacts: - input_data: - task_output_artifact: - output_artifact_key: output_data - producer_task: reader_1 - parameters: - method: raw - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '10000' - role: host - stage: default - lr_0: - component_ref: hetero_lr - conf: - backend: gpu - dependent_tasks: - - intersection_0 - inputs: - artifacts: - input_model: - model_warehouse: - output_artifact_key: output_model - producer_task: lr_0 - roles: - - guest - - host - test_data: - task_output_artifact: - output_artifact_key: output_data - producer_task: intersection_0 - roles: - - guest - - host - parameters: - batch_size: 100 - learning_rate: 0.01 - max_iter: 1 - reader_1: - component_ref: reader - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '10000' - role: host - stage: default -schema_version: 2.0.0.alpha diff --git a/examples/lr/eggroll/lr_train_dag.yaml b/examples/lr/eggroll/lr_train_dag.yaml deleted file mode 100644 index 94eda0476..000000000 --- a/examples/lr/eggroll/lr_train_dag.yaml +++ /dev/null @@ -1,135 +0,0 @@ -dag: - conf: - task_parallelism: 1 - scheduler_party_id: '9999' - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '10000' - role: host - - party_id: - - '10000' - role: arbiter - party_tasks: - guest_9999: - conf: - test_reader_guest: 2 - parties: - - party_id: - - '9999' - role: guest - tasks: - reader_0: - inputs: - parameters: - path: eggroll:///experiment/guest - format: raw_table - host_10000: - conf: - test_reader_guest: 2 - parties: - - party_id: - - '10000' - role: host - tasks: - reader_0: - inputs: - parameters: - path: eggroll:///experiment/host - format: raw_table - stage: train - tasks: - evaluation_0: - component_ref: evaluation - dependent_tasks: - - lr_0 - inputs: - artifacts: - input_data: - task_output_artifact: - output_artifact_key: train_output_data - producer_task: lr_0 - roles: - - guest - parties: - - party_id: - - '9999' - role: guest - stage: default - intersection_0: - component_ref: intersection - dependent_tasks: - - reader_0 - inputs: - artifacts: - input_data: - task_output_artifact: - output_artifact_key: output_data - producer_task: reader_0 - parameters: - method: raw - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '10000' - role: host - stage: default - intersection_1: - component_ref: intersection - dependent_tasks: - - reader_0 - inputs: - artifacts: - input_data: - task_output_artifact: - output_artifact_key: output_data - producer_task: reader_0 - parameters: - method: raw - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '10000' - role: host - stage: default - lr_0: - component_ref: hetero_lr - dependent_tasks: - - intersection_0 - inputs: - artifacts: - train_data: - task_output_artifact: - output_artifact_key: output_data - producer_task: intersection_0 - roles: - - guest - - host - validate_data: - task_output_artifact: - output_artifact_key: output_data - producer_task: intersection_0 - roles: - - guest - - host - parameters: - batch_size: 100 - learning_rate: 0.01 - max_iter: 1 - reader_0: - component_ref: reader - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '10000' - role: host - stage: default -schema_version: 2.0.0.alpha diff --git a/examples/lr/predict_lr.yaml b/examples/lr/predict_lr.yaml new file mode 100644 index 000000000..7afee652b --- /dev/null +++ b/examples/lr/predict_lr.yaml @@ -0,0 +1,138 @@ +dag: + conf: + model_warehouse: + model_id: '202308211824193580540' + model_version: '0' + parties: + - party_id: + - '9999' + role: guest + - party_id: + - '9998' + role: host + - party_id: + - '9998' + role: arbiter + party_tasks: + guest_9999: + parties: + - party_id: + - '9999' + role: guest + tasks: + psi_0: + inputs: + data: + input_data: + data_warehouse: + name: breast_hetero_guest + namespace: experiment + roles: + - guest + host_9998: + parties: + - party_id: + - '9998' + role: host + tasks: + psi_0: + inputs: + data: + input_data: + data_warehouse: + name: breast_hetero_host + namespace: experiment + roles: + - host + stage: predict + tasks: + lr_0: + component_ref: coordinated_lr + dependent_tasks: + - selection_0 + inputs: + data: + test_data: + task_output_artifact: + output_artifact_key: test_output_data + producer_task: selection_0 + roles: + - guest + - host + model: + input_model: + model_warehouse: + output_artifact_key: output_model + producer_task: lr_0 + roles: + - guest + - host + parameters: + batch_size: null + early_stop: diff + epochs: 10 + init_param: + fit_intercept: true + method: zeros + learning_rate_scheduler: + method: linear + scheduler_params: + start_factor: 0.7 + total_iters: 100 + optimizer: + alpha: 0.001 + method: SGD + optimizer_params: + lr: 0.1 + penalty: l2 + output_cv_data: true + threshold: 0.5 + tol: 0.0001 + psi_0: + component_ref: psi + inputs: + data: {} + parameters: {} + parties: + - party_id: + - '9999' + role: guest + - party_id: + - '9998' + role: host + stage: default + selection_0: + component_ref: hetero_feature_selection + dependent_tasks: + - psi_0 + inputs: + data: + test_data: + task_output_artifact: + output_artifact_key: output_data + producer_task: psi_0 + model: + input_model: + model_warehouse: + output_artifact_key: train_output_model + producer_task: selection_0 + parameters: + iv_param: + filter_type: threshold + metrics: iv + threshold: 0.1 + keep_one: true + manual_param: null + method: + - iv + select_col: null + statistic_param: null + use_anonymous: false + parties: + - party_id: + - '9999' + role: guest + - party_id: + - '9998' + role: host +schema_version: 2.0.0.alpha diff --git a/examples/lr/standalone/lr_predict_dag.yaml b/examples/lr/standalone/lr_predict_dag.yaml deleted file mode 100644 index 336444362..000000000 --- a/examples/lr/standalone/lr_predict_dag.yaml +++ /dev/null @@ -1,108 +0,0 @@ -dag: - conf: - model_id: 'xxx' - model_version: '0' - task_parallelism: 1 - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '10000' - role: host - - party_id: - - '10001' - role: arbiter - party_tasks: - guest_9999: - parties: - - party_id: - - '9999' - role: guest - tasks: - reader_1: - inputs: - parameters: - delimiter: ',' - dtype: float32 - format: csv - id_name: id - label_name: y - label_type: float32 - path: file:///data/projects/fate/fateflow/examples/data/breast_hetero_guest.csv - host_10000: - parties: - - party_id: - - '10000' - role: host - tasks: - reader_1: - inputs: - parameters: - delimiter: ',' - dtype: float32 - format: csv - id_name: id - label_name: null - path: file:///data/projects/fate/fateflow/examples/data/breast_hetero_host.csv - scheduler_party_id: '10001' - stage: predict - tasks: - intersection_0: - component_ref: intersection - dependent_tasks: - - reader_1 - inputs: - artifacts: - input_data: - task_output_artifact: - output_artifact_key: output_data - producer_task: reader_1 - parameters: - method: raw - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '10000' - role: host - stage: default - lr_0: - component_ref: hetero_lr - conf: - backend: gpu - dependent_tasks: - - intersection_0 - inputs: - artifacts: - input_model: - model_warehouse: - output_artifact_key: output_model - producer_task: lr_0 - roles: - - guest - - host - test_data: - task_output_artifact: - output_artifact_key: output_data - producer_task: intersection_0 - roles: - - guest - - host - parameters: - batch_size: 100 - learning_rate: 0.01 - max_iter: 1 - reader_1: - component_ref: reader - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '10000' - role: host - stage: default -schema_version: 2.0.0.alpha - diff --git a/examples/lr/standalone/lr_train_dag.yaml b/examples/lr/standalone/lr_train_dag.yaml deleted file mode 100644 index 18661eb18..000000000 --- a/examples/lr/standalone/lr_train_dag.yaml +++ /dev/null @@ -1,145 +0,0 @@ -dag: - conf: - task_parallelism: 1 - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '10000' - role: host - - party_id: - - '10001' - role: arbiter - party_tasks: - guest_9999: - conf: - test_reader_guest: 2 - parties: - - party_id: - - '9999' - role: guest - tasks: - reader_0: - inputs: - parameters: - delimiter: ',' - dtype: float32 - format: csv - id_name: id - label_name: y - label_type: float32 - path: file:///data/projects/fate/fateflow/examples/data/breast_hetero_guest.csv - host_10000: - conf: - test_reader_guest: 2 - parties: - - party_id: - - '10000' - role: host - tasks: - reader_0: - inputs: - parameters: - delimiter: ',' - dtype: float32 - format: csv - id_name: id - label_name: null - path: file:///data/projects/fate/fateflow/examples/data/breast_hetero_host.csv - scheduler_party_id: '10001' - stage: train - tasks: - evaluation_0: - component_ref: evaluation - dependent_tasks: - - lr_0 - inputs: - artifacts: - input_data: - task_output_artifact: - output_artifact_key: train_output_data - producer_task: lr_0 - roles: - - guest - parties: - - party_id: - - '9999' - role: guest - stage: default - intersection_0: - component_ref: intersection - dependent_tasks: - - reader_0 - inputs: - artifacts: - input_data: - task_output_artifact: - output_artifact_key: output_data - producer_task: reader_0 - parameters: - method: raw - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '10000' - role: host - stage: default - intersection_1: - component_ref: intersection - dependent_tasks: - - reader_0 - inputs: - artifacts: - input_data: - task_output_artifact: - output_artifact_key: output_data - producer_task: reader_0 - parameters: - method: raw - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '10000' - role: host - stage: default - lr_0: - component_ref: hetero_lr - dependent_tasks: - - intersection_0 - inputs: - artifacts: - train_data: - task_output_artifact: - output_artifact_key: output_data - producer_task: intersection_0 - roles: - - guest - - host - validate_data: - task_output_artifact: - output_artifact_key: output_data - producer_task: intersection_0 - roles: - - guest - - host - parameters: - batch_size: 100 - learning_rate: 0.01 - max_iter: 1 - reader_0: - component_ref: reader - parties: - - party_id: - - '9999' - role: guest - - party_id: - - '10000' - role: host - stage: default -schema_version: 2.0.0.alpha - diff --git a/examples/lr/train_lr.yaml b/examples/lr/train_lr.yaml new file mode 100644 index 000000000..c9abd2308 --- /dev/null +++ b/examples/lr/train_lr.yaml @@ -0,0 +1,182 @@ +dag: + parties: + - party_id: + - '9999' + role: guest + - party_id: + - '9998' + role: host + - party_id: + - '9998' + role: arbiter + party_tasks: + guest_9999: + parties: + - party_id: + - '9999' + role: guest + tasks: + psi_0: + inputs: + data: + input_data: + data_warehouse: + name: breast_hetero_guest + namespace: experiment + roles: + - guest + host_9998: + parties: + - party_id: + - '9998' + role: host + tasks: + psi_0: + inputs: + data: + input_data: + data_warehouse: + name: breast_hetero_host + namespace: experiment + roles: + - host + stage: train + tasks: + binning_0: + component_ref: hetero_feature_binning + dependent_tasks: + - psi_0 + inputs: + data: + train_data: + task_output_artifact: + output_artifact_key: output_data + producer_task: psi_0 + model: {} + parameters: + adjustment_factor: 0.5 + bin_col: null + bin_idx: null + category_col: null + category_idx: null + local_only: false + method: quantile + n_bins: 10 + relative_error: 1.0e-06 + skip_metrics: false + split_pt_dict: null + transform_method: null + use_anonymous: false + parties: + - party_id: + - '9999' + role: guest + - party_id: + - '9998' + role: host + evaluation_0: + component_ref: evaluation + dependent_tasks: + - lr_0 + inputs: + data: + input_data: + task_output_artifact: + - output_artifact_key: train_output_data + producer_task: lr_0 + roles: + - guest + parameters: + default_eval_setting: binary + label_column_name: y + metrics: null + predict_column_name: null + parties: + - party_id: + - '9999' + role: guest + stage: default + lr_0: + component_ref: coordinated_lr + dependent_tasks: + - selection_0 + inputs: + data: + train_data: + task_output_artifact: + output_artifact_key: train_output_data + producer_task: selection_0 + roles: + - guest + - host + model: {} + parameters: + batch_size: null + early_stop: diff + epochs: 10 + init_param: + fit_intercept: true + method: zeros + learning_rate_scheduler: + method: linear + scheduler_params: + start_factor: 0.7 + total_iters: 100 + optimizer: + alpha: 0.001 + method: SGD + optimizer_params: + lr: 0.1 + penalty: l2 + output_cv_data: true + threshold: 0.5 + tol: 0.0001 + psi_0: + component_ref: psi + inputs: + data: {} + parameters: {} + parties: + - party_id: + - '9999' + role: guest + - party_id: + - '9998' + role: host + stage: default + selection_0: + component_ref: hetero_feature_selection + dependent_tasks: + - binning_0 + - psi_0 + inputs: + data: + train_data: + task_output_artifact: + output_artifact_key: output_data + producer_task: psi_0 + model: + input_models: + task_output_artifact: + - output_artifact_key: output_model + producer_task: binning_0 + parameters: + iv_param: + filter_type: threshold + metrics: iv + threshold: 0.1 + keep_one: true + manual_param: null + method: + - iv + select_col: null + statistic_param: null + use_anonymous: false + parties: + - party_id: + - '9999' + role: guest + - party_id: + - '9998' + role: host +schema_version: 2.0.0.alpha diff --git a/examples/test/job.py b/examples/test/job.py deleted file mode 100644 index 5d6fcea68..000000000 --- a/examples/test/job.py +++ /dev/null @@ -1,35 +0,0 @@ -import requests -from ruamel import yaml - -base = "http://127.0.0.1:9380/v2" - - -def submit_job(): - uri = "/job/submit" - dag = yaml.safe_load(open("./../lr/standalone/lr_train_dag.yaml", "r")) - response = requests.post(base+uri, json={"dag_schema": dag}) - print(response.text) - - -def query_job(job_id): - uri = "/job/query" - response = requests.post(base+uri, json={"job_id": job_id}) - print(response.text) - - -def stop_job(job_id): - uri = "/job/stop" - response = requests.post(base+uri, json={"job_id": job_id}) - print(response.text) - - -def query_task(job_id, role, party_id, task_name): - uri = "/job/task/query" - response = requests.post(base+uri, json={"job_id": job_id, "role": role, "party_id": party_id, "task_name": task_name}) - print(response.text) - - -def rerun_job(job_id): - uri = "/job/rerun" - response = requests.post(base+uri, json={"job_id": job_id}) - print(response.text) \ No newline at end of file diff --git a/examples/test/output.py b/examples/test/output.py deleted file mode 100644 index 8ac0ed90c..000000000 --- a/examples/test/output.py +++ /dev/null @@ -1,39 +0,0 @@ -import requests - -base = "http://127.0.0.1:9380/v2" - - -def metric_key_query(job_id, role, party_id, task_name): - uri = "/output/metric/key/query" - data = { - "job_id": job_id, - "role": role, - "party_id": party_id, - "task_name": task_name - } - response = requests.get(base+uri, params=data) - print(response.text) - - -def metric_query(job_id, role, party_id, task_name): - uri = "/output/metric/query" - data = { - "job_id": job_id, - "role": role, - "party_id": party_id, - "task_name": task_name - } - response = requests.get(base+uri, params=data) - print(response.text) - - -def model_query(job_id, role, party_id, task_name): - uri = "/output/model/query" - data = { - "job_id": job_id, - "role": role, - "party_id": party_id, - "task_name": task_name - } - response = requests.get(base+uri, params=data) - print(response.text) diff --git a/examples/test/site.py b/examples/test/site.py deleted file mode 100644 index 5ac377e90..000000000 --- a/examples/test/site.py +++ /dev/null @@ -1,9 +0,0 @@ -import requests - -base = "http://127.0.0.1:9380/v2" - - -def site_info_query(): - uri = "/site/info/query" - response = requests.get(base+uri) - print(response.text) diff --git a/examples/transformer/dataframe_transformer.json b/examples/transformer/dataframe_transformer.json deleted file mode 100644 index 59d3fec9c..000000000 --- a/examples/transformer/dataframe_transformer.json +++ /dev/null @@ -1,8 +0,0 @@ -{ - "namespace": "xxx", - "name": "xxx", - "data_warehouse": { - "name": "284d0722-14f8-11ee-b370-16b977118317", - "namespace": "upload" - } -} diff --git a/examples/transformer/transformer_guest.json b/examples/transformer/transformer_guest.json new file mode 100644 index 000000000..7406d774f --- /dev/null +++ b/examples/transformer/transformer_guest.json @@ -0,0 +1,8 @@ +{ + "namespace": "experiment", + "name": "breast_hetero_guest", + "data_warehouse": { + "name": "75096508-400c-11ee-8646-16b977118319", + "namespace": "upload" + } +} diff --git a/examples/transformer/transformer_host.json b/examples/transformer/transformer_host.json new file mode 100644 index 000000000..645123fe2 --- /dev/null +++ b/examples/transformer/transformer_host.json @@ -0,0 +1,8 @@ +{ + "namespace": "experiment", + "name": "breast_hetero_host", + "data_warehouse": { + "name": "b47f68d6-400c-11ee-8646-16b977118319", + "namespace": "upload" + } +} diff --git a/examples/upload/upload_guest.json b/examples/upload/upload_guest.json index 54d800c65..68c57de04 100644 --- a/examples/upload/upload_guest.json +++ b/examples/upload/upload_guest.json @@ -1,18 +1,11 @@ { - "file": "xxx/fate_flow/examples/data/breast_hetero_guest.csv", + "file": "examples/data/breast_hetero_guest.csv", "head": true, "partitions": 16, "extend_sid": true, "meta": { "delimiter": ",", - "dtype": "'float32", - "input_format": "dense", - "label_type": "int", - "match_id_name": "id", - "match_id_range": 0, - "sample_id_name": "id", - "tag_value_delimiter": ":", - "tag_with_value": false, - "weight_type": "float32" + "label_name": "y", + "match_id_name": "id" } } diff --git a/examples/upload/upload_host.json b/examples/upload/upload_host.json index c0b7dace1..0fb688987 100644 --- a/examples/upload/upload_host.json +++ b/examples/upload/upload_host.json @@ -1,18 +1,10 @@ { - "file": "xxx/fate_flow/examples/data/breast_hetero_host.csv", + "file": "examples/data/breast_hetero_host.csv", "head": true, "partitions": 16, "extend_sid": true, "meta": { "delimiter": ",", - "dtype": "'float32", - "input_format": "dense", - "label_type": "int", - "match_id_name": "id", - "match_id_range": 0, - "sample_id_name": "id", - "tag_value_delimiter": ":", - "tag_with_value": false, - "weight_type": "float32" + "match_id_name": "id" } } From 7c9c8f40613e8835da16984ee43c68173e58a45c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 21 Aug 2023 21:48:02 +0800 Subject: [PATCH 226/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index 28b9de6a5..260035f79 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -6,7 +6,7 @@ ##### 1.3 集群部署 ### 2. 使用指南 -fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以参考[FATE Client部署]()将其部署上。以下的使用操作均基于cli编写，你也可以通过SDK或者Pipeline中找到对应的操作接口。 +fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client==2.0.0.beta`下载。以下的使用操作均基于cli编写，你也可以通过SDK或者Pipeline中找到对应的操作接口。 #### 2.1 数据上传 在2.0-beta版本中，数据上传分为两步： - upload: 将数据上传到FATE支持存储服务中 @@ -19,12 +19,12 @@ fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部 ```shell flow data upload -c examples/upload/upload_guest.json ``` -- 需要记录返回的name和namespace +- 需要记录返回的name和namespace，作为transformer的参数。 ##### 2.1.1.3 上传host方数据 ```shell flow data upload -c examples/upload/upload_host.json ``` -- 需要记录返回的name和namespace +- 需要记录返回的name和namespace，作为transformer的参数。 ##### 2.1.1.4 上传结果 ```json { @@ -37,7 +37,7 @@ flow data upload -c examples/upload/upload_host.json "message": "success" } ``` -其中"namespace"和"name"是这份数据在fate中的标识，后续使用时可直接引用。 +其中"namespace"和"name"是这份数据在fate中的标识，以便下面后续transformer阶段使用时可直接引用。 ##### 2.1.1.5 数据查询 因为upload为异步操作，需要确认是否上传成功才可进行后续操作。 @@ -88,13 +88,13 @@ flow table query --namespace upload --name 36491bc8-3fef-11ee-be05-16b977118319 - transformer配置位于[transformer-examples](../examples/transformer) ##### 2.1.2.2 transformer guest - 配置路径位于： examples/transformer/transformer_guest.json -- 修改配置中"data_warehouse"的"namespace"和"name"：guest数据upload阶段的[输出表](#上传结果) +- 修改配置中"data_warehouse"的"namespace"和"name"：上面upload guest阶段的输出 ```shell flow data transformer -c examples/transformer/transformer_guest.json ``` ##### 2.1.2.3 transformer host - 配置路径位于： examples/transformer/transformer_host.json -- 修改配置中"data_warehouse"的"namespace"和"name"：host数据upload阶段的[输出表](#上传结果) +- 修改配置中"data_warehouse"的"namespace"和"name"：上面upload host阶段的输出 ```shell flow data transformer -c examples/transformer/transformer_host.json ``` @@ -110,7 +110,8 @@ flow data transformer -c examples/transformer/transformer_host.json "message": "success" } ``` -其中"namespace"和"name"是这份数据在fate中的标识，后续使用时可直接引用。 +其中"namespace"和"name"是这份数据在fate中的标识，后续建模作业中使用。 + ##### 2.1.2.5 查看数据是否上传成功 因为transformer也是异步操作，需要确认是否上传成功才可进行后续操作。 @@ -124,11 +125,11 @@ flow table query --namespace breast_hetero_host --name experiment #### 2.2 开始FATE作业 ##### 2.2.1 提交作业 -当你的数据准备好后，你可以自定义作业[DAG](), 然后提交作业给FATE Flow +当你的数据准备好后，可以开始提交作业给FATE Flow： - 训练job配置example位于[lr-train](../examples/lr/train_lr.yaml); - 预测job配置example位于[lr-predict](../examples/lr/predict_lr.yaml);预测任务需要修改"dag.conf.model_warehouse"成训练作业的输出模型。 - 训练和预测job配置中站点id为"9998"和"9999"。如果你的部署环境为集群版，需要替换成真实的站点id；单机版可使用默认配置。 -- 如果想要使用自己的数据，可以更改配置中guest和host的data_warehouse的两份表名为[自定义数据上传的结果](#transformer结果) +- 如果想要使用自己的数据，可以更改配置中guest和host的data_warehouse的namespace和name - 提交作业的命令为: ```shell flow job submit -c examples/lr/train_lr.yaml @@ -153,7 +154,6 @@ flow job submit -c examples/lr/train_lr.yaml ```shell flow job query -j $job_id ``` -- 其中-j参数为job id, 来自[提交作业](#提交作业)的返回结果 ##### 2.2.3 停止作业 在作业的运行过程时，你可以通过停止作业命令来终止当前作业 From a5f81e283baae3ea3ab78a26ed90f664656a2076 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 21 Aug 2023 22:01:50 +0800 Subject: [PATCH 227/482] delete interop app Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/interop/__init__.py | 15 --- .../fate_flow/apps/interop/interconn_app.py | 96 ------------------- python/fate_flow/apps/interop/platform_app.py | 79 --------------- 3 files changed, 190 deletions(-) delete mode 100644 python/fate_flow/apps/interop/__init__.py delete mode 100644 python/fate_flow/apps/interop/interconn_app.py delete mode 100644 python/fate_flow/apps/interop/platform_app.py diff --git a/python/fate_flow/apps/interop/__init__.py b/python/fate_flow/apps/interop/__init__.py deleted file mode 100644 index 878d3a9c5..000000000 --- a/python/fate_flow/apps/interop/__init__.py +++ /dev/null @@ -1,15 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# diff --git a/python/fate_flow/apps/interop/interconn_app.py b/python/fate_flow/apps/interop/interconn_app.py deleted file mode 100644 index b094657a3..000000000 --- a/python/fate_flow/apps/interop/interconn_app.py +++ /dev/null @@ -1,96 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -from webargs import fields - -from fate_flow.utils.api_utils import API - -page_name = 'interconn' - - -@manager.route('/schedule/job/create_all', methods=['POST']) -@API.Input.json(flow_id=fields.String(required=False)) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(dag=fields.Dict(required=True)) -@API.Input.json(config=fields.Dict(required=True)) -@API.Input.json(old_job_id=fields.String(required=False)) -def create_job_all(job_id, dag, config, flow_id=None, old_job_id=None): - return API.Output.json() - - -@manager.route('/schedule/job/create', methods=['POST']) -@API.Input.json(flow_id=fields.String(required=False)) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(dag=fields.Dict(required=True)) -@API.Input.json(config=fields.Dict(required=True)) -@API.Input.json(old_job_id=fields.String(required=False)) -def create_job(job_id, dag, config, flow_id=None, old_job_id=None): - return API.Output.json() - - -@manager.route('/schedule/job/start', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -def start_job(): - return API.Output.json() - - -@manager.route('/schedule/task/start', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(task_id=fields.String(required=True)) -@API.Input.json(task_name=fields.String(required=True)) -def start_task(job_id, task_id, task_name): - return API.Output.json() - - -@manager.route('/schedule/job/stop_all', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(task_name=fields.String(required=False)) -def stop_job_all(job_id, task_name=None): - return API.Output.json() - - -@manager.route('/schedule/job/stop', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(task_name=fields.String(required=False)) -def stop_job(job_id, task_name=None): - return API.Output.json() - - -@manager.route('/schedule/job/status_all', methods=['GET']) -@API.Input.params(job_id=fields.String(required=True)) -def get_job_status_all(job_id): - return API.Output.json(job_status="", status=[]) - - -@manager.route('/schedule/job/audit_confirm', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(status=fields.String(required=True)) -def audit_confirm(job_id, status): - return API.Output.json() - - -@manager.route('/schedule/task/poll', methods=['POST']) -@API.Input.json(task_id=fields.String(required=True)) -@API.Input.json(role=fields.String(required=True)) -def poll_task(task_id, role): - return API.Output.json(status="") - - -@manager.route('/schedule/task/callback', methods=['POST']) -@API.Input.json(task_id=fields.String(required=True)) -@API.Input.json(role=fields.String(required=True)) -@API.Input.json(status=fields.String(required=True)) -def callback_task(task_id, role, status): - return API.Output.json() diff --git a/python/fate_flow/apps/interop/platform_app.py b/python/fate_flow/apps/interop/platform_app.py deleted file mode 100644 index f8ab4b236..000000000 --- a/python/fate_flow/apps/interop/platform_app.py +++ /dev/null @@ -1,79 +0,0 @@ -# -# Copyright 2019 The FATE Authors. All Rights Reserved. -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -# -from webargs import fields - -from fate_flow.utils.api_utils import API - -page_name = 'platform' - - -@manager.route('/schedule/job/create_all', methods=['POST']) -@API.Input.json(flow_id=fields.String(required=False)) -@API.Input.json(dag=fields.Dict(required=True)) -@API.Input.json(config=fields.Dict(required=True)) -@API.Input.json(old_job_id=fields.String(required=False)) -def create_job(dag, config, flow_id=None, old_job_id=None): - return API.Output.json(job_id="") - - -@manager.route('/schedule/job/stop_all', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -def stop_job(job_id): - return API.Output.json() - - -@manager.route('/schedule/job/stop_task', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(task_name=fields.String(required=True)) -def stop_task(job_id, task_name): - return API.Output.json() - - -# options -@manager.route('/schedule/job/query_job_list', methods=['POST']) -@API.Input.json(flow_id=fields.String(required=True)) -def query_job_list(flow_id): - return API.Output.json(job_list=[{}]) - - -@manager.route('/schedule/job/status_all', methods=['GET']) -@API.Input.params(job_id=fields.String(required=True)) -def get_job_status(job_id): - return API.Output.json(status=[{}]) - - -@manager.route('/schedule/task/get_log_line', methods=['GET']) -@API.Input.params(task_id=fields.String(required=True)) -@API.Input.params(log_level=fields.String(required=True)) -def get_log_line(task_id, log_level): - return API.Output.json(num=0) - - -@manager.route('/schedule/task/get_log', methods=['GET']) -@API.Input.params(task_id=fields.String(required=True)) -@API.Input.params(log_level=fields.String(required=True)) -@API.Input.params(start=fields.Int(required=True)) -@API.Input.params(length=fields.Int(required=False)) -def get_log(task_id, log_level, start, length=None): - return API.Output.json(data=[]) - - -@manager.route('/schedule/task/callback', methods=['POST']) -@API.Input.json(task_id=fields.String(required=True)) -@API.Input.json(status=fields.String(required=True)) -@API.Input.json(role=fields.String(required=True)) -def task_callback(task_id, status, role): - return API.Output.json() From d3345420fe9fb557140e2bade9a0b42347ce2fa0 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Tue, 22 Aug 2023 09:46:52 +0800 Subject: [PATCH 228/482] update permission control Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/apps/client/permission_app.py | 2 ++ python/fate_flow/controller/app_controller.py | 3 +++ python/fate_flow/entity/code/_api.py | 2 +- python/fate_flow/errors/server_error.py | 6 +++--- .../fate_flow/manager/service/app_manager.py | 18 +++++++++++++++++- 5 files changed, 26 insertions(+), 5 deletions(-) diff --git a/python/fate_flow/apps/client/permission_app.py b/python/fate_flow/apps/client/permission_app.py index edb257f89..53b4b78f1 100644 --- a/python/fate_flow/apps/client/permission_app.py +++ b/python/fate_flow/apps/client/permission_app.py @@ -30,6 +30,8 @@ @API.Input.json(app_id=fields.String(required=True)) @API.Input.json(role=fields.String(required=True)) def grant(app_id, role): + for roles in PermissionController.get_roles_for_user(app_id=app_id): + PermissionController.delete_role_for_user(app_id=app_id, role=roles) status = PermissionController.add_role_for_user(app_id=app_id, role=role) return API.Output.json(data={"status": status}) diff --git a/python/fate_flow/controller/app_controller.py b/python/fate_flow/controller/app_controller.py index 32c28d678..c4f418f91 100644 --- a/python/fate_flow/controller/app_controller.py +++ b/python/fate_flow/controller/app_controller.py @@ -77,6 +77,7 @@ def add_policy(role, resource, permission): @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) @AppManager.check_app_id @check_permission + @AppManager.check_app_type def add_role_for_user(app_id, role, init=False): PermissionController.check_permission_role(role) return FATE_CASBIN.add_role_for_user(app_id, role) @@ -84,6 +85,8 @@ def add_role_for_user(app_id, role, init=False): @staticmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) @AppManager.check_app_id + @check_permission + @AppManager.check_app_type def delete_role_for_user(app_id, role): PermissionController.check_permission_role(role) return FATE_CASBIN.delete_role_for_suer(app_id, role) diff --git a/python/fate_flow/entity/code/_api.py b/python/fate_flow/entity/code/_api.py index f5d263617..960285208 100644 --- a/python/fate_flow/entity/code/_api.py +++ b/python/fate_flow/entity/code/_api.py @@ -55,7 +55,7 @@ class API: PERMISSION_OPERATE_ERROR = 5006 NO_FOUND_FILE = 5007 COMPONENT_OUTPUT_EXCEPTION = 5008 - IS_EXISTS_ROLE = 5009 + ROLE_TYPE_ERROR = 5009 class Server: EXCEPTION = 6000 diff --git a/python/fate_flow/errors/server_error.py b/python/fate_flow/errors/server_error.py index 721c88e46..ba012b82d 100644 --- a/python/fate_flow/errors/server_error.py +++ b/python/fate_flow/errors/server_error.py @@ -152,6 +152,6 @@ class NoFoundFile(FateFlowError): message = "No Found File" -class IsExistsRole(FateFlowError): - code = ReturnCode.API.IS_EXISTS_ROLE - message = "Role Is Exists" +class RoleTypeError(FateFlowError): + code = ReturnCode.API.ROLE_TYPE_ERROR + message = "Role Type Error" diff --git a/python/fate_flow/manager/service/app_manager.py b/python/fate_flow/manager/service/app_manager.py index 44da4cfd4..fe6e987ae 100644 --- a/python/fate_flow/manager/service/app_manager.py +++ b/python/fate_flow/manager/service/app_manager.py @@ -17,7 +17,7 @@ from fate_flow.db.base_models import BaseModelOperate from fate_flow.db.permission_models import AppInfo, PartnerAppInfo from fate_flow.entity.types import AppType -from fate_flow.errors.server_error import NoFoundAppid, IsExistsRole +from fate_flow.errors.server_error import NoFoundAppid, RoleTypeError from fate_flow.runtime.system_settings import ADMIN_KEY, CLIENT_AUTHENTICATION, APP_TOKEN_LENGTH, SITE_AUTHENTICATION, \ PARTY_ID from fate_flow.utils.base_utils import generate_random_id @@ -116,3 +116,19 @@ def _wrapper(*args, **kwargs): raise NoFoundAppid(app_id=kwargs.get("app_id")) return func(*args, **kwargs) return _wrapper + + @staticmethod + def check_app_type(func): + @wraps(func) + def _wrapper(*args, **kwargs): + if kwargs.get("app_id"): + app_info = AppManager.query_app(app_id=kwargs.get("app_id")) + if not app_info: + raise NoFoundAppid(app_id=kwargs.get("app_id")) + role = kwargs.get("role") + if role == "super_client": + role = "client" + if role != app_info[0].f_app_type: + raise RoleTypeError(role=kwargs.get("role")) + return func(*args, **kwargs) + return _wrapper From 72eced97f8eee8705c601981cce2e65b6dbac2fe Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 22 Aug 2023 18:45:56 +0800 Subject: [PATCH 229/482] update params desc Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/client_app.py | 25 ++--- python/fate_flow/apps/client/data_app.py | 36 +++---- python/fate_flow/apps/client/job_app.py | 90 ++++++++--------- python/fate_flow/apps/client/log_app.py | 29 +++--- python/fate_flow/apps/client/model_app.py | 27 ++--- python/fate_flow/apps/client/output_app.py | 77 ++++++++------- .../fate_flow/apps/client/permission_app.py | 29 +++--- python/fate_flow/apps/client/provider_app.py | 25 ++--- python/fate_flow/apps/client/server_app.py | 37 +++---- python/fate_flow/apps/client/table_app.py | 17 ++-- python/fate_flow/apps/desc.py | 98 ++++++++++++++++++ python/fate_flow/apps/desc_zh.py | 99 +++++++++++++++++++ 12 files changed, 399 insertions(+), 190 deletions(-) create mode 100644 python/fate_flow/apps/desc.py create mode 100644 python/fate_flow/apps/desc_zh.py diff --git a/python/fate_flow/apps/client/client_app.py b/python/fate_flow/apps/client/client_app.py index ddcd3742c..34fb95608 100644 --- a/python/fate_flow/apps/client/client_app.py +++ b/python/fate_flow/apps/client/client_app.py @@ -15,6 +15,7 @@ # from webargs import fields +from fate_flow.apps.desc import APP_NAME, APP_ID, PARTY_ID, SITE_APP_ID, SITE_APP_TOKEN from fate_flow.entity.code import ReturnCode from fate_flow.entity.types import AppType from fate_flow.manager.service.app_manager import AppManager @@ -25,66 +26,66 @@ @manager.route('/client/create', methods=['POST']) -@API.Input.json(app_name=fields.String(required=True)) +@API.Input.json(app_name=fields.String(required=True), desc=APP_NAME) def create_client_app(app_name): data = AppManager.create_app(app_name=app_name, app_type=AppType.CLIENT) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=data) @manager.route('/client/delete', methods=['POST']) -@API.Input.json(app_id=fields.String(required=True)) +@API.Input.json(app_id=fields.String(required=True), desc=APP_ID) def delete_client_app(app_id): status = AppManager.delete_app(app_id=app_id, app_type=AppType.CLIENT) return API.Output.json(data={"status": status}) @manager.route('/client/query', methods=['GET']) -@API.Input.params(app_id=fields.String(required=False)) -@API.Input.params(app_name=fields.String(required=False)) +@API.Input.params(app_id=fields.String(required=False), desc=APP_ID) +@API.Input.params(app_name=fields.String(required=False), desc=APP_NAME) def query_client_app(app_id=None, app_name=None): apps = AppManager.query_app(app_id=app_id, app_name=app_name, app_type=AppType.CLIENT) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=[app.to_human_model_dict() for app in apps]) @manager.route('/site/create', methods=['POST']) -@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True), desc=PARTY_ID) def create_site_app(party_id): data = AppManager.create_app(app_name=party_id, app_type=AppType.SITE) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=data) @manager.route('/site/delete', methods=['POST']) -@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True), desc=PARTY_ID) def delete_site_app(party_id): status = AppManager.delete_app(app_name=party_id, app_type=AppType.SITE) return API.Output.json(data={"status": status}) @manager.route('/site/query', methods=['GET']) -@API.Input.params(party_id=fields.String(required=True)) +@API.Input.params(party_id=fields.String(required=True), desc=PARTY_ID) def query_site_app(party_id=None): apps = AppManager.query_app(app_name=party_id, app_type=AppType.SITE) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=[app.to_human_model_dict() for app in apps]) @manager.route('/partner/create', methods=['POST']) -@API.Input.json(party_id=fields.String(required=True)) -@API.Input.json(app_id=fields.String(required=True)) -@API.Input.json(app_token=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.json(app_id=fields.String(required=True), desc=SITE_APP_ID) +@API.Input.json(app_token=fields.String(required=True), desc=SITE_APP_TOKEN) def create_partner_app(party_id, app_id, app_token): data = AppManager.create_partner_app(app_id=app_id, party_id=party_id, app_token=app_token) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=data) @manager.route('/partner/delete', methods=['POST']) -@API.Input.json(party_id=fields.String(required=True)) +@API.Input.json(party_id=fields.String(required=True), desc=PARTY_ID) def delete_partner_app(party_id): status = AppManager.delete_partner_app(party_id=party_id) return API.Output.json(data={"status": status}) @manager.route('/partner/query', methods=['GET']) -@API.Input.params(party_id=fields.String(required=False)) +@API.Input.params(party_id=fields.String(required=False), desc=PARTY_ID) def query_partner_app(party_id=None): apps = AppManager.query_partner_app(party_id=party_id) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=[app.to_human_model_dict() for app in apps]) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index bd070df6e..6a4230361 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -15,6 +15,8 @@ # from webargs import fields +from fate_flow.apps.desc import SERVER_FILE_PATH, HEAD, PARTITIONS, META, EXTEND_SID, NAMESPACE, NAME, DATA_WAREHOUSE, \ + DROP from fate_flow.engine import storage from fate_flow.manager.components.component_manager import ComponentManager from fate_flow.manager.data.data_manager import DataManager @@ -24,13 +26,13 @@ @manager.route('/component/upload', methods=['POST']) -@API.Input.json(file=fields.String(required=True)) -@API.Input.json(head=fields.Bool(required=True)) -@API.Input.json(partitions=fields.Integer(required=True)) -@API.Input.json(meta=fields.Dict(required=True)) -@API.Input.json(extend_sid=fields.Bool(required=False)) -@API.Input.json(namespace=fields.String(required=False)) -@API.Input.json(name=fields.String(required=False)) +@API.Input.json(file=fields.String(required=True), desc=SERVER_FILE_PATH) +@API.Input.json(head=fields.Bool(required=True), desc=HEAD) +@API.Input.json(partitions=fields.Integer(required=True), desc=PARTITIONS) +@API.Input.json(meta=fields.Dict(required=True), desc=META) +@API.Input.json(extend_sid=fields.Bool(required=False), desc=EXTEND_SID) +@API.Input.json(namespace=fields.String(required=False), desc=NAMESPACE) +@API.Input.json(name=fields.String(required=False), desc=NAME) def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_sid=False): result = ComponentManager.upload( file=file, head=head, partitions=partitions, meta=meta, namespace=namespace, name=name, extend_sid=extend_sid @@ -39,9 +41,9 @@ def upload_data(file, head, partitions, meta, namespace=None, name=None, extend_ @manager.route('/component/download', methods=['POST']) -@API.Input.json(name=fields.String(required=True)) -@API.Input.json(namespace=fields.String(required=True)) -@API.Input.json(path=fields.String(required=False)) +@API.Input.json(name=fields.String(required=True), desc=NAME) +@API.Input.json(namespace=fields.String(required=True), desc=NAMESPACE) +@API.Input.json(path=fields.String(required=False), desc=SERVER_FILE_PATH) def download_data(namespace, name, path): result = ComponentManager.download( path=path, namespace=namespace, name=name @@ -50,19 +52,19 @@ def download_data(namespace, name, path): @manager.route('/component/dataframe/transformer', methods=['POST']) -@API.Input.json(data_warehouse=fields.Dict(required=True)) -@API.Input.json(namespace=fields.String(required=True)) -@API.Input.json(name=fields.String(required=True)) -@API.Input.json(drop=fields.Bool(required=False)) +@API.Input.json(data_warehouse=fields.Dict(required=True), desc=DATA_WAREHOUSE) +@API.Input.json(namespace=fields.String(required=True), desc=NAMESPACE) +@API.Input.json(name=fields.String(required=True), desc=NAME) +@API.Input.json(drop=fields.Bool(required=False), desc=DROP) def transformer_data(data_warehouse, namespace, name, drop=True): result = ComponentManager.dataframe_transformer(data_warehouse, namespace, name, drop) return API.Output.json(**result) @manager.route('/download', methods=['GET']) -@API.Input.params(name=fields.String(required=True)) -@API.Input.params(namespace=fields.String(required=True)) -@API.Input.params(header=fields.String(required=False)) +@API.Input.params(name=fields.String(required=True), desc=NAME) +@API.Input.params(namespace=fields.String(required=True), desc=NAMESPACE) +@API.Input.params(header=fields.String(required=False), desc=HEAD) def download(namespace, name, header=None): data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) return DataManager.send_table( diff --git a/python/fate_flow/apps/client/job_app.py b/python/fate_flow/apps/client/job_app.py index 2512fc63c..1e1b7f94a 100644 --- a/python/fate_flow/apps/client/job_app.py +++ b/python/fate_flow/apps/client/job_app.py @@ -19,6 +19,8 @@ from webargs import fields +from fate_flow.apps.desc import DAG_SCHEMA, USER_NAME, JOB_ID, ROLE, PARTY_ID, STATUS, LIMIT, PAGE, PARTNER, ORDER_BY, \ + ORDER, DESCRIPTION, TASK_NAME, TASK_ID, TASK_VERSION, NODES from fate_flow.controller.job_controller import JobController from fate_flow.entity.code import ReturnCode from fate_flow.errors.server_error import NoFoundJob, NoFoundTask, FileNoFound @@ -28,19 +30,19 @@ @manager.route('/submit', methods=['POST']) -@API.Input.json(dag_schema=fields.Dict(required=True)) -@API.Input.headers(user_name=fields.String(required=False)) +@API.Input.json(dag_schema=fields.Dict(required=True), desc=DAG_SCHEMA) +@API.Input.headers(user_name=fields.String(required=False), desc=USER_NAME) def submit_job(dag_schema, user_name=None): submit_result = JobController.request_create_job(dag_schema, user_name) return API.Output.json(**submit_result) @manager.route('/query', methods=['GET']) -@API.Input.params(job_id=fields.String(required=False)) -@API.Input.params(role=fields.String(required=False)) -@API.Input.params(party_id=fields.String(required=False)) -@API.Input.params(status=fields.String(required=False)) -@API.Input.headers(user_name=fields.String(required=False)) +@API.Input.params(job_id=fields.String(required=False), desc=JOB_ID) +@API.Input.params(role=fields.String(required=False), desc=ROLE) +@API.Input.params(party_id=fields.String(required=False), desc=PARTY_ID) +@API.Input.params(status=fields.String(required=False), desc=STATUS) +@API.Input.headers(user_name=fields.String(required=False), desc=USER_NAME) def query_job(job_id=None, role=None, party_id=None, status=None, user_name=None): jobs = JobController.query_job(job_id=job_id, role=role, party_id=party_id, status=status, user_name=user_name) if not jobs: @@ -49,14 +51,14 @@ def query_job(job_id=None, role=None, party_id=None, status=None, user_name=None @manager.route('/stop', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True), desc=JOB_ID) def request_stop_job(job_id=None): stop_result = JobController.request_stop_job(job_id=job_id) return API.Output.json(**stop_result) @manager.route('/rerun', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True), desc=JOB_ID) def request_rerun_job(job_id=None): jobs = JobController.query_job(job_id=job_id) if not jobs: @@ -66,17 +68,17 @@ def request_rerun_job(job_id=None): @manager.route('/list/query', methods=['GET']) -@API.Input.params(limit=fields.Integer(required=False)) -@API.Input.params(page=fields.Integer(required=False)) -@API.Input.params(job_id=fields.String(required=False)) -@API.Input.params(description=fields.String(required=False)) -@API.Input.params(partner=fields.String(required=False)) -@API.Input.params(party_id=fields.String(required=False)) -@API.Input.params(role=fields.List(fields.Str(), required=False)) -@API.Input.params(status=fields.List(fields.Str(), required=False)) -@API.Input.params(order_by=fields.String(required=False)) -@API.Input.params(order=fields.String(required=False)) -@API.Input.headers(user_name=fields.String(required=False)) +@API.Input.params(limit=fields.Integer(required=False), desc=LIMIT) +@API.Input.params(page=fields.Integer(required=False), desc=PAGE) +@API.Input.params(job_id=fields.String(required=False), desc=JOB_ID) +@API.Input.params(description=fields.String(required=False), desc=DESCRIPTION) +@API.Input.params(partner=fields.String(required=False), desc=PARTNER) +@API.Input.params(party_id=fields.String(required=False), desc=PARTY_ID) +@API.Input.params(role=fields.List(fields.Str(), required=False), desc=ROLE) +@API.Input.params(status=fields.List(fields.Str(), required=False), desc=STATUS) +@API.Input.params(order_by=fields.String(required=False), desc=ORDER_BY) +@API.Input.params(order=fields.String(required=False), desc=ORDER) +@API.Input.headers(user_name=fields.String(required=False), desc=USER_NAME) def query_job_list(limit=0, page=0, job_id=None, description=None, partner=None, party_id=None, role=None, status=None, order_by=None, order=None, user_name=None): count, data = JobController.query_job_list( @@ -87,13 +89,13 @@ def query_job_list(limit=0, page=0, job_id=None, description=None, partner=None, @manager.route('/task/query', methods=['GET']) -@API.Input.params(job_id=fields.String(required=False)) -@API.Input.params(role=fields.String(required=False)) -@API.Input.params(party_id=fields.String(required=False)) -@API.Input.params(status=fields.String(required=False)) -@API.Input.params(task_name=fields.String(required=False)) -@API.Input.params(task_id=fields.String(required=False)) -@API.Input.params(task_version=fields.Integer(required=False)) +@API.Input.params(job_id=fields.String(required=False), desc=JOB_ID) +@API.Input.params(role=fields.String(required=False),desc=ROLE) +@API.Input.params(party_id=fields.String(required=False), desc=PARTY_ID) +@API.Input.params(status=fields.String(required=False), desc=STATUS) +@API.Input.params(task_name=fields.String(required=False), desc=TASK_NAME) +@API.Input.params(task_id=fields.String(required=False), desc=TASK_ID) +@API.Input.params(task_version=fields.Integer(required=False), desc=TASK_VERSION) def query_task(job_id=None, role=None, party_id=None, status=None, task_name=None, task_id=None, task_version=None): tasks = JobController.query_tasks(job_id=job_id, role=role, party_id=party_id, status=status, task_name=task_name, task_id=task_id, task_version=task_version) @@ -104,14 +106,14 @@ def query_task(job_id=None, role=None, party_id=None, status=None, task_name=Non @manager.route('/task/list/query', methods=['GET']) -@API.Input.params(limit=fields.Integer(required=False)) -@API.Input.params(page=fields.Integer(required=False)) -@API.Input.params(job_id=fields.String(required=False)) -@API.Input.params(role=fields.String(required=False)) -@API.Input.params(party_id=fields.String(required=False)) -@API.Input.params(task_name=fields.String(required=False)) -@API.Input.params(order_by=fields.String(required=False)) -@API.Input.params(order=fields.String(required=False)) +@API.Input.params(limit=fields.Integer(required=False), desc=LIMIT) +@API.Input.params(page=fields.Integer(required=False), desc=PAGE) +@API.Input.params(job_id=fields.String(required=False), desc=JOB_ID) +@API.Input.params(role=fields.String(required=False), desc=ROLE) +@API.Input.params(party_id=fields.String(required=False), desc=PARTY_ID) +@API.Input.params(task_name=fields.String(required=False), desc=TASK_NAME) +@API.Input.params(order_by=fields.String(required=False), desc=ORDER_BY) +@API.Input.params(order=fields.String(required=False), desc=ORDER) def query_task_list(limit=0, page=0, job_id=None, role=None, party_id=None, task_name=None, order_by=None, order=None): count, data = JobController.query_task_list( limit, page, job_id, role, party_id, task_name, order_by, order @@ -123,7 +125,7 @@ def query_task_list(limit=0, page=0, job_id=None, role=None, party_id=None, task @manager.route('/log/download', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True), desc=JOB_ID) def download_job_logs(job_id): job_log_dir = job_utils.get_job_log_directory(job_id=job_id) if not os.path.exists(job_log_dir): @@ -148,26 +150,26 @@ def clean_queue(): @manager.route('/clean', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True), desc=JOB_ID) def clean_job(job_id): JobController.clean_job(job_id=job_id) return API.Output.json() @manager.route('/notes/add', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(role=fields.String(required=True)) -@API.Input.json(party_id=fields.String(required=True)) -@API.Input.json(notes=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True), desc=JOB_ID) +@API.Input.json(role=fields.String(required=True), desc=ROLE) +@API.Input.json(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.json(notes=fields.String(required=True), desc=NODES) def add_notes(job_id, role, party_id, notes): JobController.add_notes(job_id=job_id, role=role, party_id=party_id, notes=notes) return API.Output.json() @manager.route('/dag/dependency', methods=['GET']) -@API.Input.params(job_id=fields.String(required=True)) -@API.Input.params(role=fields.String(required=True)) -@API.Input.params(party_id=fields.String(required=True)) +@API.Input.params(job_id=fields.String(required=True), desc=JOB_ID) +@API.Input.params(role=fields.String(required=True), desc=ROLE) +@API.Input.params(party_id=fields.String(required=True), desc=PARTY_ID) def dag_dependency(job_id, role, party_id): jobs = JobController.query_job(job_id=job_id, role=role, party_id=party_id) if not jobs: diff --git a/python/fate_flow/apps/client/log_app.py b/python/fate_flow/apps/client/log_app.py index 2d4ba05f7..f27585e78 100644 --- a/python/fate_flow/apps/client/log_app.py +++ b/python/fate_flow/apps/client/log_app.py @@ -15,18 +15,19 @@ # from webargs import fields +from fate_flow.apps.desc import LOG_TYPE, JOB_ID, ROLE, PARTY_ID, TASK_NAME, INSTANCE_ID, BEGIN, END from fate_flow.manager.log.log_manager import LogManager from fate_flow.utils.api_utils import API from fate_flow.utils.wraps_utils import cluster_route @manager.route('/count', methods=['GET']) -@API.Input.params(log_type=fields.String(required=True)) -@API.Input.params(job_id=fields.String(required=True)) -@API.Input.params(role=fields.String(required=False)) -@API.Input.params(party_id=fields.String(required=False)) -@API.Input.params(task_name=fields.String(required=False)) -@API.Input.params(instance_id=fields.String(required=False)) +@API.Input.params(log_type=fields.String(required=True), desc=LOG_TYPE) +@API.Input.params(job_id=fields.String(required=True), desc=JOB_ID) +@API.Input.params(role=fields.String(required=False), desc=ROLE) +@API.Input.params(party_id=fields.String(required=False), desc=PARTY_ID) +@API.Input.params(task_name=fields.String(required=False), desc=TASK_NAME) +@API.Input.params(instance_id=fields.String(required=False), desc=INSTANCE_ID) @cluster_route def count(log_type, job_id, role=None, party_id=None, task_name=None): data = LogManager(log_type, job_id, role=role, party_id=party_id, task_name=task_name).count() @@ -34,14 +35,14 @@ def count(log_type, job_id, role=None, party_id=None, task_name=None): @manager.route('/query', methods=['GET']) -@API.Input.params(log_type=fields.String(required=True)) -@API.Input.params(job_id=fields.String(required=True)) -@API.Input.params(role=fields.String(required=True)) -@API.Input.params(party_id=fields.String(required=True)) -@API.Input.params(task_name=fields.String(required=True)) -@API.Input.params(begin=fields.Integer(required=False)) -@API.Input.params(end=fields.Integer(required=False)) -@API.Input.params(instance_id=fields.String(required=False)) +@API.Input.params(log_type=fields.String(required=True), desc=LOG_TYPE) +@API.Input.params(job_id=fields.String(required=True), desc=JOB_ID) +@API.Input.params(role=fields.String(required=True), desc=ROLE) +@API.Input.params(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.params(task_name=fields.String(required=True), desc=TASK_NAME) +@API.Input.params(begin=fields.Integer(required=False), desc=BEGIN) +@API.Input.params(end=fields.Integer(required=False), desc=END) +@API.Input.params(instance_id=fields.String(required=False), desc=INSTANCE_ID) @cluster_route def get(log_type, job_id, role, party_id, task_name=None, begin=None, end=None): data = LogManager(log_type, job_id, role=role, party_id=party_id, task_name=task_name).cat_log(begin=begin, end=end) diff --git a/python/fate_flow/apps/client/model_app.py b/python/fate_flow/apps/client/model_app.py index bfcbe5e59..5b940515b 100644 --- a/python/fate_flow/apps/client/model_app.py +++ b/python/fate_flow/apps/client/model_app.py @@ -19,6 +19,7 @@ from flask import request from webargs import fields +from fate_flow.apps.desc import MODEL_ID, MODEL_VERSION, PARTY_ID, ROLE, SERVER_DIR_PATH, TASK_NAME, OUTPUT_KEY from fate_flow.errors.server_error import NoFoundFile from fate_flow.manager.model.model_manager import PipelinedModel from fate_flow.utils.api_utils import API @@ -37,11 +38,11 @@ def migrate(): @manager.route('/export', methods=['POST']) -@API.Input.json(model_id=fields.String(required=True)) -@API.Input.json(model_version=fields.String(required=True)) -@API.Input.json(party_id=fields.String(required=True)) -@API.Input.json(role=fields.String(required=True)) -@API.Input.json(path=fields.String(required=True)) +@API.Input.json(model_id=fields.String(required=True), desc=MODEL_ID) +@API.Input.json(model_version=fields.String(required=True), desc=MODEL_VERSION) +@API.Input.json(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.json(role=fields.String(required=True), desc=ROLE) +@API.Input.json(path=fields.String(required=True), desc=SERVER_DIR_PATH) def export(model_id, model_version, party_id, role, path): file_list = PipelinedModel.export_model( model_id=model_id, @@ -54,8 +55,8 @@ def export(model_id, model_version, party_id, role, path): @manager.route('/import', methods=['POST']) -@API.Input.form(model_id=fields.String(required=True)) -@API.Input.form(model_version=fields.String(required=True)) +@API.Input.form(model_id=fields.String(required=True), desc=MODEL_ID) +@API.Input.form(model_version=fields.String(required=True), desc=MODEL_VERSION) def import_model(model_id, model_version): file = request.files.get('file') if not file: @@ -68,12 +69,12 @@ def import_model(model_id, model_version): @manager.route('/delete', methods=['POST']) -@API.Input.json(model_id=fields.String(required=True)) -@API.Input.json(model_version=fields.String(required=True)) -@API.Input.json(role=fields.String(required=False)) -@API.Input.json(party_id=fields.String(required=False)) -@API.Input.json(task_name=fields.String(required=False)) -@API.Input.json(output_key=fields.String(required=False)) +@API.Input.json(model_id=fields.String(required=True), desc=MODEL_ID) +@API.Input.json(model_version=fields.String(required=True), desc=MODEL_VERSION) +@API.Input.json(role=fields.String(required=False), desc=ROLE) +@API.Input.json(party_id=fields.String(required=False), desc=PARTY_ID) +@API.Input.json(task_name=fields.String(required=False), desc=TASK_NAME) +@API.Input.json(output_key=fields.String(required=False), desc=OUTPUT_KEY) def delete_model(model_id, model_version, role=None, party_id=None, task_name=None, output_key=None): count = PipelinedModel.delete_model( model_id=model_id, diff --git a/python/fate_flow/apps/client/output_app.py b/python/fate_flow/apps/client/output_app.py index 54d320104..1f615c09d 100644 --- a/python/fate_flow/apps/client/output_app.py +++ b/python/fate_flow/apps/client/output_app.py @@ -15,6 +15,7 @@ # from webargs import fields +from fate_flow.apps.desc import JOB_ID, ROLE, PARTY_ID, TASK_NAME, FILTERS, OUTPUT_KEY from fate_flow.entity.code import ReturnCode from fate_flow.errors.server_error import NoFoundTask from fate_flow.manager.data.data_manager import DataManager @@ -25,10 +26,10 @@ @manager.route('/metric/key/query', methods=['GET']) -@API.Input.params(job_id=fields.String(required=True)) -@API.Input.params(role=fields.String(required=True)) -@API.Input.params(party_id=fields.String(required=True)) -@API.Input.params(task_name=fields.String(required=True)) +@API.Input.params(job_id=fields.String(required=True), desc=JOB_ID) +@API.Input.params(role=fields.String(required=True), desc=ROLE) +@API.Input.params(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.params(task_name=fields.String(required=True), desc=TASK_NAME) def query_metric_key(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: @@ -40,11 +41,11 @@ def query_metric_key(job_id, role, party_id, task_name): @manager.route('/metric/query', methods=['GET']) -@API.Input.params(job_id=fields.String(required=True)) -@API.Input.params(role=fields.String(required=True)) -@API.Input.params(party_id=fields.String(required=True)) -@API.Input.params(task_name=fields.String(required=True)) -@API.Input.params(filters=fields.Dict(required=False)) +@API.Input.params(job_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.params(role=fields.String(required=True), desc=ROLE) +@API.Input.params(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.params(task_name=fields.String(required=True), desc=TASK_NAME) +@API.Input.params(filters=fields.Dict(required=False), desc=FILTERS) def query_metric(job_id, role, party_id, task_name, filters=None): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: @@ -56,10 +57,10 @@ def query_metric(job_id, role, party_id, task_name, filters=None): @manager.route('/metric/delete', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(role=fields.String(required=True)) -@API.Input.json(party_id=fields.String(required=True)) -@API.Input.json(task_name=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True), desc=JOB_ID) +@API.Input.json(role=fields.String(required=True), desc=ROLE) +@API.Input.json(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.json(task_name=fields.String(required=True), desc=TASK_NAME) def delete_metric(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: @@ -73,10 +74,10 @@ def delete_metric(job_id, role, party_id, task_name): @manager.route('/model/query', methods=['GET']) -@API.Input.params(job_id=fields.String(required=True)) -@API.Input.params(role=fields.String(required=True)) -@API.Input.params(party_id=fields.String(required=True)) -@API.Input.params(task_name=fields.String(required=True)) +@API.Input.params(job_id=fields.String(required=True), desc=JOB_ID) +@API.Input.params(role=fields.String(required=True), desc=ROLE) +@API.Input.params(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.params(task_name=fields.String(required=True), desc=TASK_NAME) def query_model(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: @@ -88,10 +89,10 @@ def query_model(job_id, role, party_id, task_name): @manager.route('/model/download', methods=['GET']) -@API.Input.params(job_id=fields.String(required=True)) -@API.Input.params(role=fields.String(required=True)) -@API.Input.params(party_id=fields.String(required=True)) -@API.Input.params(task_name=fields.String(required=True)) +@API.Input.params(job_id=fields.String(required=True), desc=JOB_ID) +@API.Input.params(role=fields.String(required=True), desc=ROLE) +@API.Input.params(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.params(task_name=fields.String(required=True), desc=TASK_NAME) def download(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: @@ -103,10 +104,10 @@ def download(job_id, role, party_id, task_name): @manager.route('/model/delete', methods=['POST']) -@API.Input.json(job_id=fields.String(required=True)) -@API.Input.json(role=fields.String(required=True)) -@API.Input.json(party_id=fields.String(required=True)) -@API.Input.json(task_name=fields.String(required=True)) +@API.Input.json(job_id=fields.String(required=True), desc=JOB_ID) +@API.Input.json(role=fields.String(required=True), desc=ROLE) +@API.Input.json(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.json(task_name=fields.String(required=True), desc=TASK_NAME) def delete_model(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: @@ -122,11 +123,11 @@ def delete_model(job_id, role, party_id, task_name): @manager.route('/data/download', methods=['GET']) -@API.Input.params(job_id=fields.String(required=True)) -@API.Input.params(role=fields.String(required=True)) -@API.Input.params(party_id=fields.String(required=True)) -@API.Input.params(task_name=fields.String(required=True)) -@API.Input.params(output_key=fields.String(required=False)) +@API.Input.params(job_id=fields.String(required=True), desc=JOB_ID) +@API.Input.params(role=fields.String(required=True), desc=ROLE) +@API.Input.params(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.params(task_name=fields.String(required=True), desc=TASK_NAME) +@API.Input.params(output_key=fields.String(required=False), desc=OUTPUT_KEY) def output_data_download(job_id, role, party_id, task_name, output_key=None): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: @@ -147,10 +148,10 @@ def output_data_download(job_id, role, party_id, task_name, output_key=None): @manager.route('/data/table', methods=['GET']) -@API.Input.params(job_id=fields.String(required=True)) -@API.Input.params(role=fields.String(required=True)) -@API.Input.params(party_id=fields.String(required=True)) -@API.Input.params(task_name=fields.String(required=True)) +@API.Input.params(job_id=fields.String(required=True), desc=JOB_ID) +@API.Input.params(role=fields.String(required=True), desc=ROLE) +@API.Input.params(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.params(task_name=fields.String(required=True), desc=TASK_NAME) def output_data_table(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: @@ -168,10 +169,10 @@ def output_data_table(job_id, role, party_id, task_name): @manager.route('/data/display', methods=['GET']) -@API.Input.params(job_id=fields.String(required=True)) -@API.Input.params(role=fields.String(required=True)) -@API.Input.params(party_id=fields.String(required=True)) -@API.Input.params(task_name=fields.String(required=True)) +@API.Input.params(job_id=fields.String(required=True), desc=JOB_ID) +@API.Input.params(role=fields.String(required=True), desc=ROLE) +@API.Input.params(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.params(task_name=fields.String(required=True), desc=TASK_NAME) def output_data_display(job_id, role, party_id, task_name): tasks = JobSaver.query_task(job_id=job_id, role=role, party_id=party_id, task_name=task_name) if not tasks: diff --git a/python/fate_flow/apps/client/permission_app.py b/python/fate_flow/apps/client/permission_app.py index edb257f89..d949b6f7b 100644 --- a/python/fate_flow/apps/client/permission_app.py +++ b/python/fate_flow/apps/client/permission_app.py @@ -15,6 +15,7 @@ # from webargs import fields +from fate_flow.apps.desc import PERMISSION_APP_ID, PERMISSION_ROLE, PARTY_ID, COMPONENT, DATASET from fate_flow.controller.app_controller import PermissionController from fate_flow.controller.permission_controller import ResourcePermissionController from fate_flow.entity.code import ReturnCode @@ -27,23 +28,23 @@ @manager.route('/grant', methods=['POST']) -@API.Input.json(app_id=fields.String(required=True)) -@API.Input.json(role=fields.String(required=True)) +@API.Input.json(app_id=fields.String(required=True), desc=PERMISSION_APP_ID) +@API.Input.json(role=fields.String(required=True), desc=PERMISSION_ROLE) def grant(app_id, role): status = PermissionController.add_role_for_user(app_id=app_id, role=role) return API.Output.json(data={"status": status}) @manager.route('/delete', methods=['POST']) -@API.Input.json(app_id=fields.String(required=True)) -@API.Input.json(role=fields.String(required=True)) +@API.Input.json(app_id=fields.String(required=True), desc=PERMISSION_APP_ID) +@API.Input.json(role=fields.String(required=True), desc=PERMISSION_ROLE) def delete(app_id, role): status = PermissionController.delete_role_for_user(app_id=app_id, role=role) return API.Output.json(data={"status": status}) @manager.route('/query', methods=['GET']) -@API.Input.params(app_id=fields.String(required=True)) +@API.Input.params(app_id=fields.String(required=True), desc=PERMISSION_APP_ID) def query(app_id): permissions = {} for role in PermissionController.get_roles_for_user(app_id=app_id): @@ -57,9 +58,9 @@ def query_roles(): @manager.route('/resource/grant', methods=['post']) -@API.Input.json(party_id=fields.String(required=True)) -@API.Input.json(component=fields.String(required=False)) -@API.Input.json(dataset=fields.List(fields.Dict(), required=False)) +@API.Input.json(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.json(component=fields.String(required=False), desc=COMPONENT) +@API.Input.json(dataset=fields.List(fields.Dict(), required=False), desc=DATASET) def grant_resource_permission(party_id, component=None, dataset=None): parameters = PermissionParameters(party_id=party_id, component=component, dataset=dataset) ResourcePermissionController(party_id).grant_or_delete(parameters) @@ -67,9 +68,9 @@ def grant_resource_permission(party_id, component=None, dataset=None): @manager.route('/resource/delete', methods=['post']) -@API.Input.json(party_id=fields.String(required=True)) -@API.Input.json(component=fields.String(required=False)) -@API.Input.json(dataset=fields.List(fields.Dict(), required=False)) +@API.Input.json(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.json(component=fields.String(required=False), desc=COMPONENT) +@API.Input.json(dataset=fields.List(fields.Dict(), required=False), desc=DATASET) def delete_resource_permission(party_id, component=None, dataset=None): parameters = PermissionParameters(party_id=party_id, component=component, dataset=dataset, is_delete=True) ResourcePermissionController(parameters.party_id).grant_or_delete(parameters) @@ -77,9 +78,9 @@ def delete_resource_permission(party_id, component=None, dataset=None): @manager.route('/resource/query', methods=['get']) -@API.Input.params(party_id=fields.String(required=True)) -@API.Input.params(component=fields.String(required=False)) -@API.Input.params(dataset=fields.Dict(required=False)) +@API.Input.params(party_id=fields.String(required=True), desc=PARTY_ID) +@API.Input.params(component=fields.String(required=False), desc=COMPONENT) +@API.Input.params(dataset=fields.Dict(required=False), desc=DATASET) def query_resource_privilege(party_id, component=None, dataset=None): parameters = PermissionParameters(party_id=party_id, component=component, dataset=dataset) data = ResourcePermissionController(parameters.party_id).query() diff --git a/python/fate_flow/apps/client/provider_app.py b/python/fate_flow/apps/client/provider_app.py index db36b019c..82ff5d845 100644 --- a/python/fate_flow/apps/client/provider_app.py +++ b/python/fate_flow/apps/client/provider_app.py @@ -15,16 +15,17 @@ # from webargs import fields +from fate_flow.apps.desc import PROVIDER_NAME, DEVICE, VERSION, COMPONENT_METADATA, PROVIDER_ALL_NAME from fate_flow.errors.server_error import DeviceNotSupported from fate_flow.manager.service.provider_manager import ProviderManager from fate_flow.utils.api_utils import API @manager.route('/register', methods=['POST']) -@API.Input.json(name=fields.String(required=True)) -@API.Input.json(device=fields.String(required=True)) -@API.Input.json(version=fields.String(required=True)) -@API.Input.json(metadata=fields.Dict(required=True)) +@API.Input.json(name=fields.String(required=True), desc=PROVIDER_NAME) +@API.Input.json(device=fields.String(required=True), desc=DEVICE) +@API.Input.json(version=fields.String(required=True), desc=VERSION) +@API.Input.json(metadata=fields.Dict(required=True), desc=COMPONENT_METADATA) def register(name, device, version, metadata): provider = ProviderManager.get_provider(name=name, device=device, version=version, metadata=metadata, check=True) if provider: @@ -35,20 +36,20 @@ def register(name, device, version, metadata): @manager.route('/query', methods=['GET']) -@API.Input.params(name=fields.String(required=False)) -@API.Input.params(device=fields.String(required=False)) -@API.Input.params(version=fields.String(required=False)) -@API.Input.params(provider_name=fields.String(required=False)) +@API.Input.params(name=fields.String(required=False), desc=PROVIDER_NAME) +@API.Input.params(device=fields.String(required=False), desc=DEVICE) +@API.Input.params(version=fields.String(required=False), desc=VERSION) +@API.Input.params(provider_name=fields.String(required=False), desc=PROVIDER_ALL_NAME) def query(name=None, device=None, version=None, provider_name=None): providers = ProviderManager.query_provider(name=name, device=device, version=version, provider_name=provider_name) return API.Output.json(data=[provider.to_human_model_dict() for provider in providers]) @manager.route('/delete', methods=['POST']) -@API.Input.json(name=fields.String(required=False)) -@API.Input.json(device=fields.String(required=False)) -@API.Input.json(version=fields.String(required=False)) -@API.Input.json(provider_name=fields.String(required=False)) +@API.Input.json(name=fields.String(required=False), desc=PROVIDER_NAME) +@API.Input.json(device=fields.String(required=False), desc=DEVICE) +@API.Input.json(version=fields.String(required=False), desc=VERSION) +@API.Input.json(provider_name=fields.String(required=False), desc=PROVIDER_ALL_NAME) def delete(name=None, device=None, version=None, provider_name=None): result = ProviderManager.delete_provider(name=name, device=device, version=version, provider_name=provider_name) return API.Output.json(data=result) diff --git a/python/fate_flow/apps/client/server_app.py b/python/fate_flow/apps/client/server_app.py index a9982cbc0..e5e26856b 100644 --- a/python/fate_flow/apps/client/server_app.py +++ b/python/fate_flow/apps/client/server_app.py @@ -15,6 +15,7 @@ # from webargs import fields +from fate_flow.apps.desc import SERVER_NAME, HOST, PORT, PROTOCOL, SERVICE_NAME, URI, METHOD, PARAMS, DATA, HEADERS from fate_flow.errors.server_error import NoFoundServer from fate_flow.manager.service.service_manager import ServiceRegistry, ServerRegistry from fate_flow.runtime.runtime_config import RuntimeConfig @@ -34,7 +35,7 @@ def query_all(): @manager.route('/query', methods=['GET']) -@API.Input.params(server_name=fields.String(required=True)) +@API.Input.params(server_name=fields.String(required=True), desc=SERVER_NAME) def query_server(server_name): server_list = ServerRegistry.query_server_info_from_db(server_name) if not server_list: @@ -43,25 +44,25 @@ def query_server(server_name): @manager.route('/registry', methods=['POST']) -@API.Input.json(server_name=fields.String(required=True)) -@API.Input.json(host=fields.String(required=True)) -@API.Input.json(port=fields.Integer(required=True)) -@API.Input.json(protocol=fields.String(required=False)) +@API.Input.json(server_name=fields.String(required=True), desc=SERVER_NAME) +@API.Input.json(host=fields.String(required=True), desc=HOST) +@API.Input.json(port=fields.Integer(required=True), desc=PORT) +@API.Input.json(protocol=fields.String(required=False), desc=PROTOCOL) def register_server(server_name, host, port, protocol="http"): server_info = ServerRegistry.register(server_name, host, port, protocol) return API.Output.json(data=server_info) @manager.route('/delete', methods=['POST']) -@API.Input.json(server_name=fields.String(required=True)) +@API.Input.json(server_name=fields.String(required=True), desc=SERVER_NAME) def delete_server(server_name): status = ServerRegistry.delete_server_from_db(server_name) return API.Output.json(message="success" if status else "failed") @manager.route('/service/query', methods=['GET']) -@API.Input.params(server_name=fields.String(required=True)) -@API.Input.params(service_name=fields.String(required=True)) +@API.Input.params(server_name=fields.String(required=True), desc=SERVER_NAME) +@API.Input.params(service_name=fields.String(required=True), desc=SERVICE_NAME) def query_service(server_name, service_name): service_list = ServiceRegistry.load_service(server_name=server_name, service_name=service_name) if not service_list: @@ -70,14 +71,14 @@ def query_service(server_name, service_name): @manager.route('/service/registry', methods=['POST']) -@API.Input.json(server_name=fields.String(required=True)) -@API.Input.json(service_name=fields.String(required=True)) -@API.Input.json(uri=fields.String(required=True)) -@API.Input.json(method=fields.String(required=False)) -@API.Input.json(params=fields.Dict(required=False)) -@API.Input.json(data=fields.Dict(required=False)) -@API.Input.json(headers=fields.Dict(required=False)) -@API.Input.json(protocol=fields.String(required=False)) +@API.Input.json(server_name=fields.String(required=True), desc=SERVER_NAME) +@API.Input.json(service_name=fields.String(required=True), desc=SERVICE_NAME) +@API.Input.json(uri=fields.String(required=True), desc=URI) +@API.Input.json(method=fields.String(required=False), desc=METHOD) +@API.Input.json(params=fields.Dict(required=False), desc=PARAMS) +@API.Input.json(data=fields.Dict(required=False), desc=DATA) +@API.Input.json(headers=fields.Dict(required=False), desc=HEADERS) +@API.Input.json(protocol=fields.String(required=False), desc=PROTOCOL) def registry_service(server_name, service_name, uri, method="POST", params=None, data=None, headers=None, protocol="http"): ServiceRegistry.save_service_info(server_name=server_name, service_name=service_name, uri=uri, method=method, params=params, data=data, headers=headers, protocol=protocol) @@ -85,8 +86,8 @@ def registry_service(server_name, service_name, uri, method="POST", params=None, @manager.route('/service/delete', methods=['POST']) -@API.Input.json(server_name=fields.String(required=True)) -@API.Input.json(service_name=fields.String(required=True)) +@API.Input.json(server_name=fields.String(required=True), desc=SERVER_NAME) +@API.Input.json(service_name=fields.String(required=True), desc=SERVICE_NAME) def delete_service(server_name, service_name): status = ServiceRegistry.delete(server_name, service_name) return API.Output.json(message="success" if status else "failed") diff --git a/python/fate_flow/apps/client/table_app.py b/python/fate_flow/apps/client/table_app.py index 3c2289839..35bb6c6db 100644 --- a/python/fate_flow/apps/client/table_app.py +++ b/python/fate_flow/apps/client/table_app.py @@ -15,6 +15,7 @@ # from webargs import fields +from fate_flow.apps.desc import NAMESPACE, NAME, DISPLAY, SERVER_FILE_PATH from fate_flow.engine import storage from fate_flow.engine.storage import Session, StorageEngine from fate_flow.entity.code import ReturnCode @@ -26,9 +27,9 @@ @manager.route('/query', methods=['GET']) -@API.Input.params(namespace=fields.String(required=True)) -@API.Input.params(name=fields.String(required=True)) -@API.Input.params(display=fields.Bool(required=False)) +@API.Input.params(namespace=fields.String(required=True), desc=NAMESPACE) +@API.Input.params(name=fields.String(required=True), desc=NAME) +@API.Input.params(display=fields.Bool(required=False), desc=DISPLAY) def query_table(namespace, name, display=False): data, display_data = DataManager.get_data_info(namespace, name) if data: @@ -40,8 +41,8 @@ def query_table(namespace, name, display=False): @manager.route('/delete', methods=['POST']) -@API.Input.json(namespace=fields.String(required=True)) -@API.Input.json(name=fields.String(required=True)) +@API.Input.json(namespace=fields.String(required=True), desc=NAMESPACE) +@API.Input.json(name=fields.String(required=True), desc=NAME) def delete_table(namespace, name): if DataManager.delete_data(namespace, name): return API.Output.json() @@ -50,9 +51,9 @@ def delete_table(namespace, name): @manager.route('/bind/path', methods=['POST']) -@API.Input.json(namespace=fields.String(required=True)) -@API.Input.json(name=fields.String(required=True)) -@API.Input.json(path=fields.String(required=True)) +@API.Input.json(namespace=fields.String(required=True), desc=NAMESPACE) +@API.Input.json(name=fields.String(required=True), desc=NAME) +@API.Input.json(path=fields.String(required=True), desc=SERVER_FILE_PATH) def bind_path(namespace, name, path): address = storage.StorageTableMeta.create_address(storage_engine=StorageEngine.PATH, address_dict={"path": path}) storage_meta = storage.StorageTableBase( diff --git a/python/fate_flow/apps/desc.py b/python/fate_flow/apps/desc.py new file mode 100644 index 000000000..b494bed88 --- /dev/null +++ b/python/fate_flow/apps/desc.py @@ -0,0 +1,98 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +# job +DAG_SCHEMA = "Definition and configuration of jobs, including the configuration of multiple tasks" +USER_NAME = "Username provided by the upper-level system" +JOB_ID = "Job ID" +ROLE = "Role of the participant: guest/host/arbiter/local" +STATUS = "Status of the job or task" +LIMIT = "Limit of rows or entries" +PAGE = "Page number" +DESCRIPTION = "Description information" +PARTNER = "Participant information" +ORDER_BY = "Field name for sorting" +ORDER = "Sorting order: asc/desc" + +# task +TASK_NAME = "Task name" +TASK_ID = "Task ID" +TASK_VERSION = "Task version" +NODES = "Tags and customizable information for tasks" + +# data +SERVER_FILE_PATH = "File path on the server" +SERVER_DIR_PATH = "Directory path on the server" +HEAD = "Whether the first row of the file is the data's head" +PARTITIONS = "Number of data partitions" +META = "Metadata of the data" +EXTEND_SID = "Whether to automatically fill a column as data row ID" +NAMESPACE = "Namespace of the data table" +NAME = "Name of the data table" +DATA_WAREHOUSE = "Data output, content like: {name: xxx, namespace: xxx}" +DROP = "Whether to destroy data if it already exists" +DOWNLOAD_HEADER = "Whether to download the data's head as the first row" + +# output +FILTERS = "Filter conditions" +OUTPUT_KEY = "Primary key for output data or model of the task" + +# table +DISPLAY = "Whether to return preview data" + +# server +SERVER_NAME = "Server name" +SERVICE_NAME = "Service name" +HOST = "Host IP" +PORT = "Service port" +PROTOCOL = "Protocol: http/https" +URI = "Service path" +METHOD = "Request method: POST/GET, etc." +PARAMS = "Request header parameters" +DATA = "Request body parameters" +HEADERS = "Request headers" + +# provider +PROVIDER_NAME = "Component provider name" +DEVICE = "Component running mode" +VERSION = "Component version" +COMPONENT_METADATA = "Detailed information about component registration" +PROVIDER_ALL_NAME = "Registered algorithm full name, provider + ':' + version + '@' + running mode, e.g., fate:2.0.0@local" + +# permission +PERMISSION_APP_ID = "App ID" +PERMISSION_ROLE = "Permission name" +COMPONENT = "Component name" +DATASET = "List of datasets" + +# log +LOG_TYPE = "Log level or type" +INSTANCE_ID = "Instance ID of the FATE Flow service" +BEGIN = "Starting line number" +END = "Ending line number" + +# site +PARTY_ID = "Site ID" + +# model +MODEL_ID = "Model ID" +MODEL_VERSION = "Model version" + +# app +APP_NAME = "App name for the client" +APP_ID = "App ID for the client" +SITE_APP_ID = "App ID for the site" +SITE_APP_TOKEN = "App token for the site" diff --git a/python/fate_flow/apps/desc_zh.py b/python/fate_flow/apps/desc_zh.py new file mode 100644 index 000000000..56593fcc6 --- /dev/null +++ b/python/fate_flow/apps/desc_zh.py @@ -0,0 +1,99 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +# job +DAG_SCHEMA = "作业的定义和配置，包括多个任务的配置" +USER_NAME = "上层系统所提供的用户名" +JOB_ID = "作业ID" +ROLE = "参与方的角色: guest/host/arbiter/local" +STATUS = "作业或者任务的状态" +LIMIT = "限制条数或者行数" +PAGE = "页码数" +DESCRIPTION = "描述信息" +PARTNER = "参与方信息" +ORDER_BY = "排序的字段名" +ORDER = "排序方式：asc/desc" + +# task +TASK_NAME = "任务名称" +TASK_ID = "任务ID" +TASK_VERSION = "任务版本" +NODES = "任务的标签等信息，用户可自定义化" + +# data +SERVER_FILE_PATH = "服务器上的文件路径" +SERVER_DIR_PATH = "服务器上的目录路径" +HEAD = "文件的第一行是否为数据的Head" +PARTITIONS = "数据分区数量" +META = "数据的元信息" +EXTEND_SID = "是否需要自动填充一列作为数据行id" +NAMESPACE = "数据表的命名空间" +NAME = "数据表名" +DATA_WAREHOUSE = "数据输出，内容如:{name: xxx, namespace: xxx}" +DROP = "当数据存在时是否需要先销毁" +DOWNLOAD_HEADER = "是否需要下载数据的Head作为第一行" + +# output +FILTERS = "过滤条件" +OUTPUT_KEY = "任务的输出数据或者模型的主键" + +# table +DISPLAY = "是否需要返回预览数据" + +# server +SERVER_NAME = "服务器名称" +SERVICE_NAME = "服务名称" +HOST = "主机ip" +PORT = "服务端口" +PROTOCOL = "协议：http/https" +URI = "服务路径" +METHOD = "请求方式：POST/GET等" +PARAMS = "请求头参数" +DATA = "请求体参数" +HEADERS = "请求头" + +# provider +PROVIDER_NAME = "组件提供方名称" +DEVICE = "组件运行模式" +VERSION = "组件版本" +COMPONENT_METADATA = "组件注册详细信息" +PROVIDER_ALL_NAME = "注册的算法全名，提供方+':'+版本+'@'+运行模式，如: fate:2.0.0@local" + +# permission +PERMISSION_APP_ID = "App id" +PERMISSION_ROLE = "权限名称" +COMPONENT = "组件名" +DATASET = "数据集列表" + +# log +LOG_TYPE = "日志等级或类型" +INSTANCE_ID = "FATE Flow服务的实例ID" +BEGIN = "起始行号" +END = "结尾行号" + + +# site +PARTY_ID = "站点ID" + +# model +MODEL_ID = "模型id" +MODEL_VERSION = "模型版本" + +# app +APP_NAME = "客户端的app名称" +APP_ID = "客户端的app-id" +SITE_APP_ID = "站点的app-id" +SITE_APP_TOKEN = "站点的app-token" From aeaeaaf2a781162c81d5f19cc0a53c3127e319b9 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Wed, 23 Aug 2023 09:18:05 +0800 Subject: [PATCH 230/482] update permission control Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/apps/client/client_app.py | 6 +++--- python/fate_flow/manager/service/app_manager.py | 11 +++++++---- 2 files changed, 10 insertions(+), 7 deletions(-) diff --git a/python/fate_flow/apps/client/client_app.py b/python/fate_flow/apps/client/client_app.py index ddcd3742c..6d20e8f51 100644 --- a/python/fate_flow/apps/client/client_app.py +++ b/python/fate_flow/apps/client/client_app.py @@ -27,14 +27,14 @@ @manager.route('/client/create', methods=['POST']) @API.Input.json(app_name=fields.String(required=True)) def create_client_app(app_name): - data = AppManager.create_app(app_name=app_name, app_type=AppType.CLIENT) + data = AppManager.create_app(app_name=app_name, app_type=AppType.CLIENT, init=False) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=data) @manager.route('/client/delete', methods=['POST']) @API.Input.json(app_id=fields.String(required=True)) def delete_client_app(app_id): - status = AppManager.delete_app(app_id=app_id, app_type=AppType.CLIENT) + status = AppManager.delete_app(app_id=app_id, app_type=AppType.CLIENT, init=False) return API.Output.json(data={"status": status}) @@ -79,7 +79,7 @@ def create_partner_app(party_id, app_id, app_token): @manager.route('/partner/delete', methods=['POST']) @API.Input.json(party_id=fields.String(required=True)) def delete_partner_app(party_id): - status = AppManager.delete_partner_app(party_id=party_id) + status = AppManager.delete_partner_app(party_id=party_id, init=False) return API.Output.json(data={"status": status}) diff --git a/python/fate_flow/manager/service/app_manager.py b/python/fate_flow/manager/service/app_manager.py index fe6e987ae..b900bc170 100644 --- a/python/fate_flow/manager/service/app_manager.py +++ b/python/fate_flow/manager/service/app_manager.py @@ -21,7 +21,7 @@ from fate_flow.runtime.system_settings import ADMIN_KEY, CLIENT_AUTHENTICATION, APP_TOKEN_LENGTH, SITE_AUTHENTICATION, \ PARTY_ID from fate_flow.utils.base_utils import generate_random_id -from fate_flow.utils.wraps_utils import filter_parameters, switch_function +from fate_flow.utils.wraps_utils import filter_parameters, switch_function, check_permission class AppManager(BaseModelOperate): @@ -38,7 +38,8 @@ def init(cls): @classmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) - def create_app(cls, app_type, app_name, app_id=None, app_token=None): + @check_permission + def create_app(cls, app_type, app_name, app_id=None, app_token=None, init=True): if not app_id: app_id = cls.generate_app_id() if not app_token: @@ -72,13 +73,15 @@ def create_partner_app(cls, party_id, app_id=None, app_token=None): @classmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) @filter_parameters() - def delete_app(cls, **kwargs): + @check_permission + def delete_app(cls, init=True, **kwargs): return cls._delete(AppInfo, **kwargs) @classmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) @filter_parameters() - def delete_partner_app(cls, **kwargs): + @check_permission + def delete_partner_app(cls, init=True, **kwargs): return cls._delete(PartnerAppInfo, **kwargs) @classmethod From a19d0ecc4bb43be3691eb6ff50746b82823a2210 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 23 Aug 2023 20:33:53 +0800 Subject: [PATCH 231/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index 260035f79..a1075992a 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -13,7 +13,7 @@ fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部 - transformer: 将数据转化成dataframe ##### 2.1.1 upload ##### 2.1.1.1 配置及数据 - - 上传配置位于[upload-examples](../examples/upload)，上传数据位于[upload-data](../examples/data) + - 上传配置位于[examples-upload](../examples/upload)，上传数据位于[upload-data](../examples/data) - 你也可以使用自己的数据，并修改upload配置中的"meta"信息。 ##### 2.1.1.2 上传guest方数据 ```shell @@ -85,7 +85,7 @@ flow table query --namespace upload --name 36491bc8-3fef-11ee-be05-16b977118319 ##### 2.1.2 transformer ##### 2.1.2.1 配置 - - transformer配置位于[transformer-examples](../examples/transformer) + - transformer配置位于[examples-transformer](../examples/transformer) ##### 2.1.2.2 transformer guest - 配置路径位于： examples/transformer/transformer_guest.json - 修改配置中"data_warehouse"的"namespace"和"name"：上面upload guest阶段的输出 @@ -116,10 +116,10 @@ flow data transformer -c examples/transformer/transformer_host.json 因为transformer也是异步操作，需要确认是否上传成功才可进行后续操作。 ```shell -flow table query --namespace breast_hetero_guest --name experiment +flow table query --namespace experiment --name breast_hetero_guest ``` ```shell -flow table query --namespace breast_hetero_host --name experiment +flow table query --namespace experiment --name breast_hetero_host ``` 若返回的code为0即为上传成功。 From 2aca2331fc62ffe20484c48507669fdfc456e06c Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 24 Aug 2023 14:59:51 +0800 Subject: [PATCH 232/482] init pypi Signed-off-by: zhihuiwan <15779896112@163.com> --- .gitignore | 10 +- python/fate_flow/__init__.py | 1 + python/fate_flow/_info.py | 16 ++++ python/fate_flow/hub/provider/fate.py | 2 +- .../manager/service/provider_manager.py | 11 ++- python/fate_flow/runtime/env.py | 11 +++ python/fate_flow/runtime/system_settings.py | 4 +- python/fate_flow/settings.py | 1 + python/fate_flow/utils/conf_utils.py | 41 +------- python/fate_flow/utils/file_utils.py | 94 ++++--------------- python/fate_flow/utils/process_utils.py | 2 + 11 files changed, 69 insertions(+), 124 deletions(-) create mode 100644 python/fate_flow/_info.py create mode 100644 python/fate_flow/runtime/env.py diff --git a/.gitignore b/.gitignore index 94b3e762b..55ad9a641 100644 --- a/.gitignore +++ b/.gitignore @@ -22,8 +22,6 @@ venv /temp/ /tmp /worker/ -/provider_registrar/ -/model_local_cache/ *.db *.db-journal *.whl @@ -33,3 +31,11 @@ venv # doc /site/ + +/python/fate_flow/data +/python/fate_flow/model +/python/fate_flow/logs +/python/fate_flow/jobs +/python/fate_flow/localfs +/python/fate_flow/*.env +/python/fate_flow/conf diff --git a/python/fate_flow/__init__.py b/python/fate_flow/__init__.py index ae946a49c..8d9ccccee 100644 --- a/python/fate_flow/__init__.py +++ b/python/fate_flow/__init__.py @@ -12,3 +12,4 @@ # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. +from ._info import __provider__, __version__ diff --git a/python/fate_flow/_info.py b/python/fate_flow/_info.py new file mode 100644 index 000000000..2af52a733 --- /dev/null +++ b/python/fate_flow/_info.py @@ -0,0 +1,16 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +__version__ = "2.0.0-beta" +__provider__ = "fate_flow" diff --git a/python/fate_flow/hub/provider/fate.py b/python/fate_flow/hub/provider/fate.py index e0e5fc91f..6977d8525 100644 --- a/python/fate_flow/hub/provider/fate.py +++ b/python/fate_flow/hub/provider/fate.py @@ -23,7 +23,7 @@ def __init__(self, provider): @property def component_list(self): - if self.provider.python_path not in sys.path: + if self.provider.python_path and self.provider.python_path not in sys.path: sys.path.append(self.provider.python_path) from fate.components.core import list_components # {'buildin': [], 'thirdparty': []} diff --git a/python/fate_flow/manager/service/provider_manager.py b/python/fate_flow/manager/service/provider_manager.py index 27f163eb0..dec743a6e 100644 --- a/python/fate_flow/manager/service/provider_manager.py +++ b/python/fate_flow/manager/service/provider_manager.py @@ -25,9 +25,11 @@ from fate_flow.hub.provider import EntrypointABC from fate_flow.runtime.system_settings import DEFAULT_FATE_PROVIDER_PATH, DEFAULT_PROVIDER, FATE_FLOW_PROVIDER_PATH from fate_flow.runtime.component_provider import ComponentProvider +from fate_flow.utils.log import getLogger from fate_flow.utils.version import get_versions, get_default_fate_version, get_flow_version from fate_flow.utils.wraps_utils import filter_parameters +stat_logger = getLogger("fate_flow_stat") class ProviderManager(BaseModelOperate): @classmethod @@ -106,8 +108,11 @@ def delete_provider_component_info(cls, **kwargs): def register_default_providers(cls): # register fate flow cls.register_provider(cls.get_fate_flow_provider()) - # register fate - cls.register_provider(cls.get_default_fate_provider()) + # try to register fate + try: + cls.register_provider(cls.get_default_fate_provider()) + except Exception as e: + stat_logger.exception(e) @classmethod def get_all_components(cls): @@ -127,8 +132,6 @@ def get_fate_flow_provider(cls): @classmethod def get_default_fate_provider(cls): - if not os.path.exists(DEFAULT_FATE_PROVIDER_PATH): - raise Exception(f"default fate provider not exists: {DEFAULT_FATE_PROVIDER_PATH}") return cls.get_provider( name="fate", version=get_default_fate_version(), diff --git a/python/fate_flow/runtime/env.py b/python/fate_flow/runtime/env.py new file mode 100644 index 000000000..a258080be --- /dev/null +++ b/python/fate_flow/runtime/env.py @@ -0,0 +1,11 @@ +import sys +import fate_flow + + +def is_in_virtualenv(): + try: + module_path = fate_flow.__file__ + return True + return sys.prefix in module_path + except ImportError: + return False diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index 6c419f6cc..fe8f71476 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -18,6 +18,7 @@ from grpc._cython import cygrpc from fate_flow.entity.types import ComputingEngine +from fate_flow.runtime.env import is_in_virtualenv from fate_flow.utils import engine_utils, file_utils from fate_flow.utils.conf_utils import get_base_config from fate_flow.utils.file_utils import get_project_base_directory, get_fate_flow_directory @@ -35,7 +36,6 @@ APP_MANAGER_PAGE = "app" ADMIN_PAGE = [PERMISSION_MANAGER_PAGE, APP_MANAGER_PAGE] -TEMP_DIRECTORY = os.path.join(get_fate_flow_directory(), "temp") FATE_FLOW_CONF_PATH = os.path.join(get_fate_flow_directory(), "conf") FATE_FLOW_JOB_DEFAULT_CONFIG_PATH = os.path.join(FATE_FLOW_CONF_PATH, "job_default_config.yaml") @@ -73,7 +73,7 @@ SUPPORT_IGNORE_RESOURCE_ENGINES = { ComputingEngine.EGGROLL, ComputingEngine.STANDALONE } -DEFAULT_FATE_PROVIDER_PATH = get_project_base_directory("python") +DEFAULT_FATE_PROVIDER_PATH = (DEFAULT_FATE_DIR or get_project_base_directory("python")) if not is_in_virtualenv() else "" HEADERS = { "Content-Type": "application/json", diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index a02aaafa6..263f05e4f 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -25,6 +25,7 @@ DATA_DIR = "" MODEL_DIR = "" JOB_DIR = "" +DEFAULT_FATE_DIR = "" # sqlite SQLITE_FILE_DIR = "" diff --git a/python/fate_flow/utils/conf_utils.py b/python/fate_flow/utils/conf_utils.py index a89350256..318960d9d 100644 --- a/python/fate_flow/utils/conf_utils.py +++ b/python/fate_flow/utils/conf_utils.py @@ -14,11 +14,8 @@ # limitations under the License. # import os -from importlib import import_module -from filelock import FileLock - -from .file_utils import get_project_base_directory, load_yaml_conf, rewrite_yaml_conf, get_fate_flow_directory +from .file_utils import load_yaml_conf, get_fate_flow_directory SERVICE_CONF = "service_conf.yaml" TRANSFER_CONF = "transfer_conf.yaml" @@ -49,39 +46,3 @@ def get_base_config(key, default=None, conf_name=SERVICE_CONF) -> dict: config.update(local_config) return config.get(key, default) if key is not None else config - - -def decrypt_database_password(password): - encrypt_password = get_base_config("encrypt_password", False) - encrypt_module = get_base_config("encrypt_module", False) - private_key = get_base_config("private_key", None) - - if not password or not encrypt_password: - return password - - if not private_key: - raise ValueError("No private key") - - module_fun = encrypt_module.split("#") - pwdecrypt_fun = getattr(import_module(module_fun[0]), module_fun[1]) - - return pwdecrypt_fun(private_key, password) - - -def decrypt_database_config(database=None, passwd_key="passwd"): - if not database: - database = get_base_config("database", {}) - - database[passwd_key] = decrypt_database_password(database[passwd_key]) - return database - - -def update_config(key, value, conf_name=SERVICE_CONF): - conf_path = conf_realpath(conf_name=conf_name) - if not os.path.isabs(conf_path): - conf_path = os.path.join(get_project_base_directory(), conf_path) - - with FileLock(os.path.join(os.path.dirname(conf_path), ".lock")): - config = load_yaml_conf(conf_path=conf_path) or {} - config[key] = value - rewrite_yaml_conf(conf_path=conf_path, config=config) diff --git a/python/fate_flow/utils/file_utils.py b/python/fate_flow/utils/file_utils.py index 40c4caaaa..e84a77b72 100644 --- a/python/fate_flow/utils/file_utils.py +++ b/python/fate_flow/utils/file_utils.py @@ -17,17 +17,15 @@ import json import os -from cachetools import LRUCache, cached from ruamel import yaml +from fate_flow.runtime.env import is_in_virtualenv + PROJECT_BASE = os.getenv("FATE_PROJECT_BASE") or os.getenv("FATE_DEPLOY_BASE") -FATE_BASE = os.getenv("FATE_BASE") -READTHEDOC = os.getenv("READTHEDOC") def get_project_base_directory(*args): global PROJECT_BASE - global READTHEDOC if PROJECT_BASE is None: PROJECT_BASE = os.path.abspath( os.path.join( @@ -36,78 +34,36 @@ def get_project_base_directory(*args): os.pardir, ) ) - if READTHEDOC is None: - PROJECT_BASE = os.path.abspath( - os.path.join( - PROJECT_BASE, - os.pardir, - ) - ) if args: return os.path.join(PROJECT_BASE, *args) return PROJECT_BASE def get_fate_flow_directory(*args): - FATE_FLOW_BASE = os.path.abspath( - os.path.join( - os.path.dirname(os.path.realpath(__file__)), - os.pardir, - os.pardir, - os.pardir, - ) - ) - if args: - return os.path.join(FATE_FLOW_BASE, *args) - return FATE_FLOW_BASE - - -@cached(cache=LRUCache(maxsize=10)) -def load_json_conf(conf_path): - if os.path.isabs(conf_path): - json_conf_path = conf_path - else: - json_conf_path = os.path.join(get_project_base_directory(), conf_path) - try: - with open(json_conf_path) as f: - return json.load(f) - except BaseException: - raise EnvironmentError( - "loading json file config from '{}' failed!".format(json_conf_path) - ) - - -def dump_json_conf(config_data, conf_path): - if os.path.isabs(conf_path): - json_conf_path = conf_path - else: - json_conf_path = os.path.join(get_project_base_directory(), conf_path) - try: - with open(json_conf_path, "w") as f: - json.dump(config_data, f, indent=4) - except BaseException: - raise EnvironmentError( - "loading json file config from '{}' failed!".format(json_conf_path) + if is_in_virtualenv(): + fate_flow_dir = os.path.abspath( + os.path.join( + os.path.dirname(os.path.realpath(__file__)), + os.pardir + ) ) - - -def load_json_conf_real_time(conf_path): - if os.path.isabs(conf_path): - json_conf_path = conf_path else: - json_conf_path = os.path.join(get_project_base_directory(), conf_path) - try: - with open(json_conf_path) as f: - return json.load(f) - except BaseException: - raise EnvironmentError( - "loading json file config from '{}' failed!".format(json_conf_path) + fate_flow_dir = os.path.abspath( + os.path.join( + os.path.dirname(os.path.realpath(__file__)), + os.pardir, + os.pardir, + os.pardir, + ) ) + if args: + return os.path.join(fate_flow_dir, *args) + return fate_flow_dir def load_yaml_conf(conf_path): if not os.path.isabs(conf_path): - conf_path = os.path.join(get_project_base_directory(), conf_path) + conf_path = os.path.join(get_fate_flow_directory(), conf_path) try: with open(conf_path) as f: return yaml.safe_load(f) @@ -117,18 +73,6 @@ def load_yaml_conf(conf_path): ) -def rewrite_yaml_conf(conf_path, config): - if not os.path.isabs(conf_path): - conf_path = os.path.join(get_project_base_directory(), conf_path) - try: - with open(conf_path, "w") as f: - yaml.dump(config, f, Dumper=yaml.RoundTripDumper) - except Exception as e: - raise EnvironmentError( - "rewrite yaml file config {} failed:".format(conf_path), e - ) - - def rewrite_json_file(filepath, json_data): with open(filepath, "w") as f: json.dump(json_data, f, indent=4, separators=(",", ": ")) diff --git a/python/fate_flow/utils/process_utils.py b/python/fate_flow/utils/process_utils.py index 80b5cd82f..0d95a6cc4 100644 --- a/python/fate_flow/utils/process_utils.py +++ b/python/fate_flow/utils/process_utils.py @@ -59,6 +59,8 @@ def run_subprocess( subprocess_env["PROCESS_ROLE"] = ProcessRole.WORKER.value if added_env: for name, value in added_env.items(): + if not value: + continue if name.endswith("PATH") and subprocess_env.get(name) is not None: value += ':' + subprocess_env[name] subprocess_env[name] = value From 97c8496e32351d81d8d8c3d8ae0f5c80e707f0e7 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 24 Aug 2023 21:06:31 +0800 Subject: [PATCH 233/482] init setup Signed-off-by: zhihuiwan <15779896112@163.com> --- .gitignore | 3 + python/fate_flow/commands/__init__.py | 0 python/fate_flow/commands/server_cli.py | 184 +++++++++++++++++++++++ python/fate_flow/commands/service.sh | 162 ++++++++++++++++++++ python/fate_flow/hook/common/__init__.py | 15 ++ python/fate_flow/hook/flow/__init__.py | 14 ++ python/fate_flow/proto/__init__.py | 14 ++ python/fate_flow/runtime/env.py | 1 - python/fate_flow/settings.py | 2 +- python/fate_flow/utils/__init__.py | 14 ++ python/ofx/api/proto/__init__.py | 14 ++ python/setup.py | 68 +++++++++ 12 files changed, 489 insertions(+), 2 deletions(-) create mode 100644 python/fate_flow/commands/__init__.py create mode 100644 python/fate_flow/commands/server_cli.py create mode 100644 python/fate_flow/commands/service.sh create mode 100644 python/fate_flow/hook/common/__init__.py create mode 100644 python/fate_flow/hook/flow/__init__.py create mode 100644 python/fate_flow/proto/__init__.py create mode 100644 python/fate_flow/utils/__init__.py create mode 100644 python/ofx/api/proto/__init__.py create mode 100644 python/setup.py diff --git a/.gitignore b/.gitignore index 55ad9a641..44e3d77a5 100644 --- a/.gitignore +++ b/.gitignore @@ -39,3 +39,6 @@ venv /python/fate_flow/localfs /python/fate_flow/*.env /python/fate_flow/conf +/python/build +/python/dist +/python/*.egg-info \ No newline at end of file diff --git a/python/fate_flow/commands/__init__.py b/python/fate_flow/commands/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/python/fate_flow/commands/server_cli.py b/python/fate_flow/commands/server_cli.py new file mode 100644 index 000000000..7cb4fe97c --- /dev/null +++ b/python/fate_flow/commands/server_cli.py @@ -0,0 +1,184 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +import os +import subprocess + +import click +from ruamel import yaml + +import fate_flow + +CONTEXT_SETTINGS = dict(help_option_names=['-h', '--help']) +HOME = os.path.dirname(fate_flow.__file__) +SERVER_CONF_PATH = os.path.join(HOME, "conf", "service_conf.yaml") +SETTING_PATH = os.path.join(HOME, "settings.py") +SERVICE_SH = os.path.join(HOME, "commands", "service.sh") + + +@click.group(short_help='Fate Flow', context_settings=CONTEXT_SETTINGS) +@click.pass_context +def flow_server_cli(ctx): + ''' + Fate Flow server cli + ''' + ctx.ensure_object(dict) + if ctx.invoked_subcommand == 'init': + return + pass + + +@flow_server_cli.command('init', short_help='Flow Server init command') +@click.option('--ip', type=click.STRING, help='Fate flow server ip address.') +@click.option('--port', type=click.INT, help='Fate flow server http port.') +@click.option('--home', type=click.STRING, help="Service's home directory, used to store essential information " + "such as data, logs, and more.") +def initialization(**kwargs): + """ + \b + - DESCRIPTION: + Flow Init Command. provide ip and port of a valid fate flow server. + + \b + - USAGE: + fate_flow init --ip 127.0.0.1 --port 9380 --home /data/projects/fate_flow + + """ + init_server(kwargs.get("ip"), kwargs.get("port"), kwargs.get("home")) + + +@flow_server_cli.command('start', short_help='Start run flow server') +def start(**kwargs): + """ + \b + - DESCRIPTION: + Start FATE Flow Server Command. + + \b + - USAGE: + fate_flow start + + """ + run_command("start") + + +@flow_server_cli.command('status', short_help='Query fate flow server status') +def status(**kwargs): + """ + \b + - DESCRIPTION: + Query fate flow server status command + + \b + - USAGE: + fate_flow status + + """ + run_command("status") + + +@flow_server_cli.command('stop', short_help='Stop run flow server') +def stop(**kwargs): + """ + \b + - DESCRIPTION: + Stop FATE Flow Server Command. + + \b + - USAGE: + fate_flow stop + + """ + run_command("stop") + + +@flow_server_cli.command('restart', short_help='Restart fate flow server') +def restart(**kwargs): + """ + \b + - DESCRIPTION: + ReStart FATE Flow Server Command. + + \b + - USAGE: + fate_flow restart + + """ + run_command("restart") + + +@flow_server_cli.command('version', short_help='Flow Server Version Command') +def get_version(): + import fate_flow + print(fate_flow.__version__) + + +def replace_settings(home_path): + import re + with open(SETTING_PATH, "r") as file: + content = file.read() + content = re.sub(r"DATA_DIR.*", f"DATA_DIR = \"{home_path}/data\"", content) + content = re.sub(r"MODEL_DIR.*", f"MODEL_DIR = \"{home_path}/model\"", content) + content = re.sub(r"JOB_DIR.*", f"JOB_DIR = \"{home_path}/jobs\"", content) + content = re.sub(r"LOG_DIR.*", f"LOG_DIR = \"{home_path}/logs\"", content) + content = re.sub(r"SQLITE_FILE_NAME.*", f"SQLITE_FILE_NAME = \"{home_path}/fate_flow_sqlite.db\"", content) + with open(SETTING_PATH, "w") as file: + file.write(content) + + with open(SERVICE_SH, "r") as file: + content = file.read() + content = re.sub(r"LOG_DIR.*=.*", f"LOG_DIR=\"{home_path}/logs\"", content) + with open(SERVICE_SH, "w") as file: + file.write(content) + + +def init_server(ip, port, home): + with open(SERVER_CONF_PATH, "r") as file: + config = yaml.safe_load(file) + if ip: + print(f"ip: {ip}") + config["fateflow"]["host"] = ip + if port: + print(f"port: {port}") + config["fateflow"]["http_port"] = port + if home: + print(f"home: {home}") + replace_settings(home) + + if ip or port: + with open(SERVER_CONF_PATH, "w") as file: + yaml.dump(config, file) + + print("Init server completed!") + + +def run_command(command): + try: + command = f"sh {SERVICE_SH} {HOME} {command}" + result = subprocess.run(command, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True, text=True) + if result.returncode == 0: + print(result.stdout) + return result.stdout + else: + print(result.stdout) + print(f"Error: {result.stderr}") + return None + except subprocess.CalledProcessError as e: + print(f"Error: {e}") + return command + + +if __name__ == '__main__': + flow_server_cli() diff --git a/python/fate_flow/commands/service.sh b/python/fate_flow/commands/service.sh new file mode 100644 index 000000000..a3aee8926 --- /dev/null +++ b/python/fate_flow/commands/service.sh @@ -0,0 +1,162 @@ +#!/bin/bash + +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# + +PROJECT_BASE=$1 +LOG_DIR="/Users/tonly/FATE/fate_flow/logs" + + +parse_yaml() { + local prefix=$2 + local s='[[:space:]]*' w='[a-zA-Z0-9_]*' fs=$(echo @|tr @ '\034') + sed -ne "s|^\($s\)\($w\)$s:$s\"\(.*\)\"$s\$|\1$fs\2$fs\3|p" \ + -e "s|^\($s\)\($w\)$s:$s\(.*\)$s\$|\1$fs\2$fs\3|p" $1 | + awk -F$fs '{ + indent = length($1)/2; + vname[indent] = $2; + for (i in vname) {if (i > indent) {delete vname[i]}} + if (length($3) > 0) { + vn=""; for (i=0; i> "${LOG_DIR}/console.log" 2>>"${LOG_DIR}/error.log" + else + nohup python $PROJECT_BASE/fate_flow_server.py >> "${LOG_DIR}/console.log" 2>>"${LOG_DIR}/error.log" & + fi + for((i=1;i<=100;i++)); + do + sleep 0.1 + getpid + if [[ -n ${pid} ]]; then + echo "service start sucessfully. pid: ${pid}" + return + fi + done + if [[ -n ${pid} ]]; then + echo "service start sucessfully. pid: ${pid}" + else + echo "service start failed, please check ${LOG_DIR}/error.log and ${LOG_DIR}/console.log" + fi + else + echo "service already started. pid: ${pid}" + fi +} + +stop() { + getpid + if [[ -n ${pid} ]]; then + echo "killing: `ps aux | grep ${pid} | grep -v grep`" + for((i=1;i<=100;i++)); + do + sleep 0.1 + kill ${pid} + getpid + if [[ ! -n ${pid} ]]; then + echo "killed by SIGTERM" + return + fi + done + kill -9 ${pid} + if [[ $? -eq 0 ]]; then + echo "killed by SIGKILL" + else + echo "kill error" + fi + else + echo "service not running" + fi +} + + +case "$2" in + start) + start + status + ;; + + starting) + start front + ;; + + stop) + stop + ;; + + status) + status + ;; + + restart) + stop + sleep 2 + start + status + ;; + *) + echo "usage: $0 {start|stop|status|restart}" + exit -1 +esac diff --git a/python/fate_flow/hook/common/__init__.py b/python/fate_flow/hook/common/__init__.py new file mode 100644 index 000000000..55fbe5eef --- /dev/null +++ b/python/fate_flow/hook/common/__init__.py @@ -0,0 +1,15 @@ + +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/fate_flow/hook/flow/__init__.py b/python/fate_flow/hook/flow/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/fate_flow/hook/flow/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/fate_flow/proto/__init__.py b/python/fate_flow/proto/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/fate_flow/proto/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/fate_flow/runtime/env.py b/python/fate_flow/runtime/env.py index a258080be..d66c87751 100644 --- a/python/fate_flow/runtime/env.py +++ b/python/fate_flow/runtime/env.py @@ -5,7 +5,6 @@ def is_in_virtualenv(): try: module_path = fate_flow.__file__ - return True return sys.prefix in module_path except ImportError: return False diff --git a/python/fate_flow/settings.py b/python/fate_flow/settings.py index 263f05e4f..0839591df 100644 --- a/python/fate_flow/settings.py +++ b/python/fate_flow/settings.py @@ -20,8 +20,8 @@ HTTP_REQUEST_TIMEOUT = 10 # s REMOTE_REQUEST_TIMEOUT = 30000 # ms -LOG_DIR = "" LOG_LEVEL = 20 +LOG_DIR = "" DATA_DIR = "" MODEL_DIR = "" JOB_DIR = "" diff --git a/python/fate_flow/utils/__init__.py b/python/fate_flow/utils/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/fate_flow/utils/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/ofx/api/proto/__init__.py b/python/ofx/api/proto/__init__.py new file mode 100644 index 000000000..ae946a49c --- /dev/null +++ b/python/ofx/api/proto/__init__.py @@ -0,0 +1,14 @@ +# +# Copyright 2019 The FATE Authors. All Rights Reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. diff --git a/python/setup.py b/python/setup.py new file mode 100644 index 000000000..97ba97190 --- /dev/null +++ b/python/setup.py @@ -0,0 +1,68 @@ +import os +import shutil + +import fate_flow +from setuptools import find_packages, setup, Command + +packages = find_packages(".") +install_requires = [] +extras_require = {} + +CONF_NAME = "conf" +PACKAGE_NAME = "fate_flow" +ENV_NAME = "fateflow.env" +HOME = os.path.abspath("../") +CONF_PATH = os.path.join(HOME, CONF_NAME) +PACKAGE_CONF_PATH = os.path.join(HOME, "python", "fate_flow", CONF_NAME) +ENV_PATH = os.path.join(HOME, ENV_NAME) +PACKAGE_ENV_PATH = os.path.join(HOME, "python", "fate_flow", ENV_NAME) + +readme_path = os.path.join(HOME, "README.md") + +entry_points = {"console_scripts": ["fate_flow = fate_flow.commands.server_cli:flow_server_cli"]} + +if os.path.exists(readme_path): + with open(readme_path, "r") as f: + long_description = f.read() +else: + long_description = "fate flow" + + +class InstallCommand(Command): + user_options = [] + + def initialize_options(self): + pass + + def finalize_options(self): + pass + + def run(self): + if os.path.exists(PACKAGE_CONF_PATH): + shutil.rmtree(PACKAGE_CONF_PATH) + shutil.copytree(CONF_PATH, PACKAGE_CONF_PATH) + shutil.copyfile(ENV_PATH, PACKAGE_ENV_PATH) + + +setup( + name="fate_flow", + version=fate_flow.__version__, + keywords=["federated learning scheduler"], + author="FederatedAI", + author_email="contact@FedAI.org", + long_description_content_type="text/markdown", + long_description=long_description, + license="Apache-2.0 License", + url="https://fate.fedai.org/", + packages=packages, + install_requires=install_requires, + extras_require=extras_require, + package_data={ + "fate_flow": [f"{CONF_NAME}/*", ENV_NAME] + }, + python_requires=">=3.8", + cmdclass={ + "pre_install": InstallCommand, + }, + entry_points=entry_points +) From c00d52df28172b17588a29e03569a1a6fc588d19 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 24 Aug 2023 21:09:59 +0800 Subject: [PATCH 234/482] set default log dir Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/commands/service.sh | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/fate_flow/commands/service.sh b/python/fate_flow/commands/service.sh index a3aee8926..6e82dc27c 100644 --- a/python/fate_flow/commands/service.sh +++ b/python/fate_flow/commands/service.sh @@ -17,7 +17,7 @@ # PROJECT_BASE=$1 -LOG_DIR="/Users/tonly/FATE/fate_flow/logs" +LOG_DIR=$PROJECT_BASE/logs parse_yaml() { From 2477c6dea5471f7b6761bbe092fda3c637726833 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Fri, 25 Aug 2023 10:42:23 +0800 Subject: [PATCH 235/482] dev permission control Signed-off-by: chengtcc <864261919@qq.com> --- .../fate_flow/apps/client/permission_app.py | 2 +- python/fate_flow/controller/app_controller.py | 19 +++-- .../fate_flow/manager/service/app_manager.py | 20 ++--- python/fate_flow/utils/wraps_utils.py | 77 ++++++++++++++++--- 4 files changed, 90 insertions(+), 28 deletions(-) diff --git a/python/fate_flow/apps/client/permission_app.py b/python/fate_flow/apps/client/permission_app.py index 3d3d3d421..fa461503a 100644 --- a/python/fate_flow/apps/client/permission_app.py +++ b/python/fate_flow/apps/client/permission_app.py @@ -32,7 +32,7 @@ @API.Input.json(role=fields.String(required=True), desc=PERMISSION_ROLE) def grant(app_id, role): for roles in PermissionController.get_roles_for_user(app_id=app_id): - PermissionController.delete_role_for_user(app_id=app_id, role=roles) + PermissionController.delete_role_for_user(app_id=app_id, role=roles, grant_role=role) status = PermissionController.add_role_for_user(app_id=app_id, role=role) return API.Output.json(data={"status": status}) diff --git a/python/fate_flow/controller/app_controller.py b/python/fate_flow/controller/app_controller.py index c4f418f91..e845173bc 100644 --- a/python/fate_flow/controller/app_controller.py +++ b/python/fate_flow/controller/app_controller.py @@ -17,7 +17,7 @@ import time from fate_flow.db.casbin_models import FATE_CASBIN -from fate_flow.errors.server_error import RequestExpired, NoFoundAppid, InvalidParameter +from fate_flow.errors.server_error import RequestExpired, NoFoundAppid, InvalidParameter, RoleTypeError from fate_flow.manager.service.app_manager import AppManager from fate_flow.runtime.runtime_config import RuntimeConfig from fate_flow.runtime.system_settings import CLIENT_AUTHENTICATION, SITE_AUTHENTICATION @@ -76,7 +76,7 @@ def add_policy(role, resource, permission): @staticmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) @AppManager.check_app_id - @check_permission + @check_permission(operate="grant", types="permission") @AppManager.check_app_type def add_role_for_user(app_id, role, init=False): PermissionController.check_permission_role(role) @@ -85,15 +85,22 @@ def add_role_for_user(app_id, role, init=False): @staticmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) @AppManager.check_app_id - @check_permission - @AppManager.check_app_type - def delete_role_for_user(app_id, role): + @check_permission(operate="delete", types="permission") + # @AppManager.check_app_type + def delete_role_for_user(app_id, role, grant_role=None, init=False): + role_type = role PermissionController.check_permission_role(role) - return FATE_CASBIN.delete_role_for_suer(app_id, role) + app_info = AppManager.query_app(app_id=app_id) + if grant_role == "super_client": + grant_role = "client" + if grant_role != app_info[0].f_app_type: + raise RoleTypeError(role=grant_role) + return FATE_CASBIN.delete_role_for_suer(app_id, role_type) @staticmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) @AppManager.check_app_id + @check_permission(operate="query", types="permission") def get_roles_for_user(app_id): return FATE_CASBIN.get_roles_for_user(app_id) diff --git a/python/fate_flow/manager/service/app_manager.py b/python/fate_flow/manager/service/app_manager.py index b900bc170..8ecefac03 100644 --- a/python/fate_flow/manager/service/app_manager.py +++ b/python/fate_flow/manager/service/app_manager.py @@ -28,17 +28,17 @@ class AppManager(BaseModelOperate): @classmethod def init(cls): if CLIENT_AUTHENTICATION or SITE_AUTHENTICATION: - if cls.query_app(app_name="admin"): + if cls.query_app(app_name="admin", init=True): cls._delete(AppInfo, app_name="admin") - cls.create_app(app_name="admin", app_id="admin", app_token=ADMIN_KEY, app_type="admin") - app_info = cls.create_app(app_name=PARTY_ID, app_id=PARTY_ID, app_type=AppType.SITE) + cls.create_app(app_name="admin", app_id="admin", app_token=ADMIN_KEY, app_type="admin", init=True) + app_info = cls.create_app(app_name=PARTY_ID, app_id=PARTY_ID, app_type=AppType.SITE, init=True) if app_info: cls.create_partner_app(party_id=PARTY_ID, app_id=app_info.get("app_id"), app_token=app_info.get("app_token")) @classmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) - @check_permission + @check_permission(operate="create", types="client") def create_app(cls, app_type, app_name, app_id=None, app_token=None, init=True): if not app_id: app_id = cls.generate_app_id() @@ -73,21 +73,21 @@ def create_partner_app(cls, party_id, app_id=None, app_token=None): @classmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) @filter_parameters() - @check_permission - def delete_app(cls, init=True, **kwargs): + @check_permission(operate="delete", types="client") + def delete_app(cls, init=False, **kwargs): return cls._delete(AppInfo, **kwargs) @classmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) @filter_parameters() - @check_permission - def delete_partner_app(cls, init=True, **kwargs): + def delete_partner_app(cls, init=False, **kwargs): return cls._delete(PartnerAppInfo, **kwargs) @classmethod @switch_function(CLIENT_AUTHENTICATION or SITE_AUTHENTICATION) @filter_parameters() - def query_app(cls, **kwargs): + @check_permission(operate="query", types="client") + def query_app(cls, init=False, **kwargs): return cls._query(AppInfo, **kwargs) @classmethod @@ -134,4 +134,4 @@ def _wrapper(*args, **kwargs): if role != app_info[0].f_app_type: raise RoleTypeError(role=kwargs.get("role")) return func(*args, **kwargs) - return _wrapper + return _wrapper \ No newline at end of file diff --git a/python/fate_flow/utils/wraps_utils.py b/python/fate_flow/utils/wraps_utils.py index 657ab25ab..42470b2e2 100644 --- a/python/fate_flow/utils/wraps_utils.py +++ b/python/fate_flow/utils/wraps_utils.py @@ -180,15 +180,70 @@ def _wrapper(*_args, **_kwargs): return _wrapper -def check_permission(func): - @wraps(func) - def _wrapper(*args, **kwargs): - _init = kwargs.get("init", False) - if not _init: - app_id = flask_request.headers.get("Appid") - if app_id != "admin": - ret = FATE_CASBIN.has_role_for_user(app_id, "super_client") - if not ret: +def check_permission(operate=None, types=None): + def _inner(func): + @wraps(func) + def _wrapper(*args, **kwargs): + _init = kwargs.get("init", False) + if not _init: + conf_app_id = flask_request.headers.get("Appid") + conf_roles_dct = [roles for roles in FATE_CASBIN.get_roles_for_user(conf_app_id)] + + if conf_app_id == "admin": + conf_role = conf_app_id + elif len(conf_roles_dct): + if "super_client" in conf_roles_dct: + conf_role = "super_client" + else: + conf_role = "client" + else: raise NoPermission - return func(*args, **kwargs) - return _wrapper + + if types == "client": + app_id = kwargs.get("app_id") + if app_id != "admin": + app_id_role = "super_client" if FATE_CASBIN.has_role_for_user(app_id, "super_client") else "client" + else: + app_id_role = "admin" + + if operate == "query": + if conf_role == "super_client": + if app_id_role == "super_client" and conf_app_id != app_id: + raise NoPermission + if app_id_role != "client": + raise NoPermission + if conf_role == "client" and conf_app_id != app_id: + raise NoPermission + if operate == "delete" and (app_id == conf_app_id or (conf_role == "super_client" and app_id_role == "admin") or conf_role == "client" ): # 查询操作 + raise NoPermission + # if app_id == conf_app_id: raise NoPermission + # if conf_role == "super_client" and app_id_role == "admin": raise NoPermission + # if conf_role == "client": raise NoPermission + if operate == "create" and conf_role == "client": raise NoPermission + + if types == "permission": + app_id = kwargs.get("app_id") + if app_id != "admin": + app_id_role = FATE_CASBIN.has_role_for_user(app_id, "super_client") + app_id_role = "super_client" if app_id_role else "client" + else: + app_id_role = "admin" + if operate == "query" and conf_role == "client" and conf_app_id != app_id: + raise NoPermission + # if conf_role == "client" and conf_app_id != app_id: raise NoPermission + if operate == "grant": + if conf_role == "admin" and app_id_role == "admin": raise NoPermission + if conf_role == "super_client": + app_id_role_client = FATE_CASBIN.get_roles_for_user(app_id) + if app_id_role_client: raise NoPermission + if conf_role == "client": raise NoPermission + if operate == "delete" and ((conf_role == app_id_role) or + (conf_role == "super_client" and app_id_role != "client") or + (conf_role == "client")): + raise NoPermission + # if conf_role == app_id_role: raise NoPermission + # if conf_role == "super_client" and app_id_role != "client": raise NoPermission + # if conf_role == "client": raise NoPermission + return func(*args, **kwargs) + return _wrapper + return _inner From 2f3ced28d05f7eec1db87fa6ef5d729d87d38f20 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 25 Aug 2023 15:48:38 +0800 Subject: [PATCH 236/482] update quick start Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 30 +++++++++++++++++++++++++++--- 1 file changed, 27 insertions(+), 3 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index a1075992a..9d5c0ea4d 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -1,9 +1,33 @@ ## 快速入门 ### 1. 环境部署 -##### 1.1 源码部署 -##### 1.2 单机版部署 -##### 1.3 集群部署 +#### 1.1 Pypi包 +说明：此方式的运行模式为单机模式 +##### 1.1.1 安装 +- 安装fate flow +```shell +pip install fate_flow +``` +- 安装fate +```shell +pip install fate +``` +说明：当前仅支持linux、macos版本。windows某些依赖可能装不上 +##### 1.1.2 服务初始化 +```shell +fate_flow init --ip 127.0.0.1 --port 9380 --home /data +``` +- ip: 服务运行ip +- port：服务运行时的http端口 +- home: 数据存储目录。主要包括：数据/模型/日志/作业配置/sqlite.db等内容 + +##### 1.1.3 服务启停 +```shell +fate_flow status/start/stop/restart +``` + +#### 1.2 单机版部署 +#### 1.3 集群部署 ### 2. 使用指南 fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client==2.0.0.beta`下载。以下的使用操作均基于cli编写，你也可以通过SDK或者Pipeline中找到对应的操作接口。 From 838cbe4646cc2b722be5ce358aeadbb427a674a8 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Fri, 25 Aug 2023 16:06:42 +0800 Subject: [PATCH 237/482] update permission control Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/controller/app_controller.py | 2 +- python/fate_flow/utils/wraps_utils.py | 26 ++++++++----------- 2 files changed, 12 insertions(+), 16 deletions(-) diff --git a/python/fate_flow/controller/app_controller.py b/python/fate_flow/controller/app_controller.py index e845173bc..f693869bc 100644 --- a/python/fate_flow/controller/app_controller.py +++ b/python/fate_flow/controller/app_controller.py @@ -93,7 +93,7 @@ def delete_role_for_user(app_id, role, grant_role=None, init=False): app_info = AppManager.query_app(app_id=app_id) if grant_role == "super_client": grant_role = "client" - if grant_role != app_info[0].f_app_type: + if grant_role and grant_role != app_info[0].f_app_type: raise RoleTypeError(role=grant_role) return FATE_CASBIN.delete_role_for_suer(app_id, role_type) diff --git a/python/fate_flow/utils/wraps_utils.py b/python/fate_flow/utils/wraps_utils.py index 42470b2e2..e1a18b153 100644 --- a/python/fate_flow/utils/wraps_utils.py +++ b/python/fate_flow/utils/wraps_utils.py @@ -188,7 +188,6 @@ def _wrapper(*args, **kwargs): if not _init: conf_app_id = flask_request.headers.get("Appid") conf_roles_dct = [roles for roles in FATE_CASBIN.get_roles_for_user(conf_app_id)] - if conf_app_id == "admin": conf_role = conf_app_id elif len(conf_roles_dct): @@ -198,27 +197,24 @@ def _wrapper(*args, **kwargs): conf_role = "client" else: raise NoPermission - if types == "client": app_id = kwargs.get("app_id") if app_id != "admin": app_id_role = "super_client" if FATE_CASBIN.has_role_for_user(app_id, "super_client") else "client" else: app_id_role = "admin" - if operate == "query": if conf_role == "super_client": - if app_id_role == "super_client" and conf_app_id != app_id: - raise NoPermission - if app_id_role != "client": - raise NoPermission + if conf_app_id != app_id: + if app_id_role != "client": + raise NoPermission if conf_role == "client" and conf_app_id != app_id: raise NoPermission - if operate == "delete" and (app_id == conf_app_id or (conf_role == "super_client" and app_id_role == "admin") or conf_role == "client" ): # 查询操作 + if operate == "delete" and ( + app_id == conf_app_id + or (conf_role == "super_client" and app_id_role in ["admin", "super_client"]) + or conf_role == "client"): raise NoPermission - # if app_id == conf_app_id: raise NoPermission - # if conf_role == "super_client" and app_id_role == "admin": raise NoPermission - # if conf_role == "client": raise NoPermission if operate == "create" and conf_role == "client": raise NoPermission if types == "permission": @@ -230,20 +226,20 @@ def _wrapper(*args, **kwargs): app_id_role = "admin" if operate == "query" and conf_role == "client" and conf_app_id != app_id: raise NoPermission - # if conf_role == "client" and conf_app_id != app_id: raise NoPermission if operate == "grant": + grant_role = kwargs.get("grant_role", False) + if not grant_role: + grant_role = kwargs.get("role", False) if conf_role == "admin" and app_id_role == "admin": raise NoPermission if conf_role == "super_client": app_id_role_client = FATE_CASBIN.get_roles_for_user(app_id) if app_id_role_client: raise NoPermission + if grant_role == "super_client": raise NoPermission if conf_role == "client": raise NoPermission if operate == "delete" and ((conf_role == app_id_role) or (conf_role == "super_client" and app_id_role != "client") or (conf_role == "client")): raise NoPermission - # if conf_role == app_id_role: raise NoPermission - # if conf_role == "super_client" and app_id_role != "client": raise NoPermission - # if conf_role == "client": raise NoPermission return func(*args, **kwargs) return _wrapper return _inner From 4370a7f0a69da5d151137238c4bab87837bfacc2 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Fri, 25 Aug 2023 17:33:40 +0800 Subject: [PATCH 238/482] fixbug permission Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/utils/wraps_utils.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/python/fate_flow/utils/wraps_utils.py b/python/fate_flow/utils/wraps_utils.py index e1a18b153..08848800b 100644 --- a/python/fate_flow/utils/wraps_utils.py +++ b/python/fate_flow/utils/wraps_utils.py @@ -236,10 +236,12 @@ def _wrapper(*args, **kwargs): if app_id_role_client: raise NoPermission if grant_role == "super_client": raise NoPermission if conf_role == "client": raise NoPermission - if operate == "delete" and ((conf_role == app_id_role) or - (conf_role == "super_client" and app_id_role != "client") or - (conf_role == "client")): - raise NoPermission + if operate == "delete": + grant_role = kwargs.get("grant_role", None) + if grant_role and conf_role == "super_client" and grant_role == "super_client":raise NoPermission + if conf_role == app_id_role: raise NoPermission + if conf_role == "super_client" and app_id_role != "client":raise NoPermission + if conf_role == "client":raise NoPermission return func(*args, **kwargs) return _wrapper return _inner From fc76044b7ea5ecdb0c704d57b75423e522ce7342 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 25 Aug 2023 21:51:49 +0800 Subject: [PATCH 239/482] update client Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/apps/client/log_app.py | 2 +- python/fate_flow/apps/client/server_app.py | 4 ++-- python/fate_flow/manager/service/service_manager.py | 7 +++++-- 3 files changed, 8 insertions(+), 5 deletions(-) diff --git a/python/fate_flow/apps/client/log_app.py b/python/fate_flow/apps/client/log_app.py index f27585e78..c1b1808ad 100644 --- a/python/fate_flow/apps/client/log_app.py +++ b/python/fate_flow/apps/client/log_app.py @@ -39,7 +39,7 @@ def count(log_type, job_id, role=None, party_id=None, task_name=None): @API.Input.params(job_id=fields.String(required=True), desc=JOB_ID) @API.Input.params(role=fields.String(required=True), desc=ROLE) @API.Input.params(party_id=fields.String(required=True), desc=PARTY_ID) -@API.Input.params(task_name=fields.String(required=True), desc=TASK_NAME) +@API.Input.params(task_name=fields.String(required=False), desc=TASK_NAME) @API.Input.params(begin=fields.Integer(required=False), desc=BEGIN) @API.Input.params(end=fields.Integer(required=False), desc=END) @API.Input.params(instance_id=fields.String(required=False), desc=INSTANCE_ID) diff --git a/python/fate_flow/apps/client/server_app.py b/python/fate_flow/apps/client/server_app.py index e5e26856b..232d288e9 100644 --- a/python/fate_flow/apps/client/server_app.py +++ b/python/fate_flow/apps/client/server_app.py @@ -24,8 +24,8 @@ @manager.route('/fateflow', methods=['GET']) def fate_flow_server_info(): - data = RuntimeConfig.SERVICE_DB.get_servers() - return API.Output.json(data=data) + datas = RuntimeConfig.SERVICE_DB.get_servers(to_dict=True) + return API.Output.json(data=datas) @manager.route('/query/all', methods=['GET']) diff --git a/python/fate_flow/manager/service/service_manager.py b/python/fate_flow/manager/service/service_manager.py index 5c5d627ed..65bcf7080 100644 --- a/python/fate_flow/manager/service/service_manager.py +++ b/python/fate_flow/manager/service/service_manager.py @@ -192,11 +192,14 @@ def unregister_models(self): # todo pass - def get_servers(self): + def get_servers(self, to_dict=False): servers = {} for znode, value in self.get_urls('flow-server', True): instance = FlowInstance(**json.loads(value)) - servers[instance.instance_id] = instance + _id = instance.instance_id + if to_dict: + instance = instance.to_dict() + servers[_id] = instance return servers From fb5674ee19b7d4056470b70312fb60ad57ef84fc Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Mon, 28 Aug 2023 15:15:14 +0800 Subject: [PATCH 240/482] add api transfer swagger script Signed-off-by: chengtcc <864261919@qq.com> --- doc/build/auto_transfer_api_swagger.py | 125 +++++++++++++++++++++++++ 1 file changed, 125 insertions(+) create mode 100644 doc/build/auto_transfer_api_swagger.py diff --git a/doc/build/auto_transfer_api_swagger.py b/doc/build/auto_transfer_api_swagger.py new file mode 100644 index 000000000..929f171b5 --- /dev/null +++ b/doc/build/auto_transfer_api_swagger.py @@ -0,0 +1,125 @@ +import ast +import re +from pathlib import Path + + +def search_pages_path(pages_dir): + return [path for path in pages_dir.glob('*_app.py') if not path.name.startswith('.')] + + +def read_desc_script(files): + + with open(files, "r") as file: + content = file.read() + + pattern = r'(\w+)\s*=\s*"([^"]+)"' + variables = dict(re.findall(pattern, content)) + return variables + + +def scan_client_app(file_path, variables): + + function_info = [] + for _path in file_path: + route_name = str(_path).split('\\')[-1].split('.')[0] + if route_name == "client_app": + _name = "app" + elif route_name == "server_app": + _name = "service" + elif route_name == "log_app": + pass + else: + _name = route_name.split("_")[0] + + with open(str(_path), 'r') as file: + tree = ast.parse(file.read()) + + for node in ast.walk(tree): + if isinstance(node, ast.FunctionDef): + function_name = node.name + function_params = [] + function_route = None + function_method = None + function_params_desc = {} + + for arg in node.args.args: + function_params.append(arg.arg) + + for decorator in node.decorator_list: + if isinstance(decorator, ast.Call) and isinstance(decorator.func, ast.Attribute): + if decorator.func.attr == 'route': + function_route = _name + decorator.args[0].s + if isinstance(decorator.keywords, list): + for keyword in decorator.keywords: + if keyword.arg == 'methods': + function_method = keyword.value.elts[0].s + + else: + params_value = "" + params_name = "" + for key in decorator.keywords: + if key.arg == 'desc': + params_value = key.value.id + else: + params_name = key.arg + + if params_name: + function_params_desc[params_name] = variables.get(params_value, "") + function_info.append({ + 'function_name': function_name, + 'function_route': function_route, + 'function_method': function_method, + 'function_params_desc': function_params_desc, + }) + + return function_info + + +def generate_transfer_doc(function_info): + script = """ +from flask import Flask +from flask_restx import Api, Resource + +app = Flask(__name__) +api = Api(app) +""" + for info in function_info: + function_name = ''.join([word.capitalize() for word in info['function_name'].split("_")]) + function_route = info['function_route'] + function_method = info['function_method'] + function_params_desc = info['function_params_desc'] + + script += f""" +@api.route('/v2/{function_route}') +class {function_name}(Resource): + @api.doc(params={function_params_desc}) + def {function_method.lower()}(self): + ''' + + ''' + # Your code here + return +""" + script += f""" +if __name__ == '__main__': + app.run() +""" + return script + + +if __name__ == '__main__': + + file_dir = search_pages_path(Path(__file__).parent.parent.parent/'python/fate_flow/apps/client') + variables = read_desc_script(Path(__file__).parent.parent.parent/'python/fate_flow/apps/desc.py') + function_info = scan_client_app(file_dir, variables) + transfer_doc_script = generate_transfer_doc(function_info) + with open('flow_api_swagger.py', 'w', encoding='utf-8') as file: + file.write(transfer_doc_script) + + + + + + + + From ac4ac360bf1b1862c4a0198cd2a43b9ebbea3e1c Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Tue, 29 Aug 2023 10:34:16 +0800 Subject: [PATCH 241/482] fix authentication and add sync data download Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/apps/client/data_app.py | 20 ++++++++++++------- python/fate_flow/apps/desc.py | 1 + python/fate_flow/apps/desc_zh.py | 1 + .../hook/flow/client_authentication.py | 7 ++++++- 4 files changed, 21 insertions(+), 8 deletions(-) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 6a4230361..2e4477a23 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -16,7 +16,7 @@ from webargs import fields from fate_flow.apps.desc import SERVER_FILE_PATH, HEAD, PARTITIONS, META, EXTEND_SID, NAMESPACE, NAME, DATA_WAREHOUSE, \ - DROP + DROP, DOWN_TYPE from fate_flow.engine import storage from fate_flow.manager.components.component_manager import ComponentManager from fate_flow.manager.data.data_manager import DataManager @@ -65,10 +65,16 @@ def transformer_data(data_warehouse, namespace, name, drop=True): @API.Input.params(name=fields.String(required=True), desc=NAME) @API.Input.params(namespace=fields.String(required=True), desc=NAMESPACE) @API.Input.params(header=fields.String(required=False), desc=HEAD) -def download(namespace, name, header=None): +@API.Input.params(path=fields.String(required=False), desc=SERVER_FILE_PATH) +@API.Input.params(sync=fields.String(required=False), desc=DOWN_TYPE) +def download(namespace, name, header=None, path=None, sync=True): data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) - return DataManager.send_table( - output_tables_meta={"data": data_table_meta}, - tar_file_name=f'download_data_{namespace}_{name}.tar.gz', - need_head=header - ) + if sync: + return DataManager.send_table( + output_tables_meta={"data": data_table_meta}, + tar_file_name=f'download_data_{namespace}_{name}.tar.gz', + need_head=header) + else: + result = ComponentManager.download(path=path, namespace=namespace, name=name) + return API.Output.json(**result) + diff --git a/python/fate_flow/apps/desc.py b/python/fate_flow/apps/desc.py index b494bed88..93f942b94 100644 --- a/python/fate_flow/apps/desc.py +++ b/python/fate_flow/apps/desc.py @@ -45,6 +45,7 @@ DATA_WAREHOUSE = "Data output, content like: {name: xxx, namespace: xxx}" DROP = "Whether to destroy data if it already exists" DOWNLOAD_HEADER = "Whether to download the data's head as the first row" +DOWN_TYPE = "Data Download Type" # output FILTERS = "Filter conditions" diff --git a/python/fate_flow/apps/desc_zh.py b/python/fate_flow/apps/desc_zh.py index 56593fcc6..1c313add2 100644 --- a/python/fate_flow/apps/desc_zh.py +++ b/python/fate_flow/apps/desc_zh.py @@ -45,6 +45,7 @@ DATA_WAREHOUSE = "数据输出，内容如:{name: xxx, namespace: xxx}" DROP = "当数据存在时是否需要先销毁" DOWNLOAD_HEADER = "是否需要下载数据的Head作为第一行" +DOWNLOAD_TYPE = "下载方式：同步,异步" # output FILTERS = "过滤条件" diff --git a/python/fate_flow/hook/flow/client_authentication.py b/python/fate_flow/hook/flow/client_authentication.py index 18f97c16f..e8d5fbe22 100644 --- a/python/fate_flow/hook/flow/client_authentication.py +++ b/python/fate_flow/hook/flow/client_authentication.py @@ -14,7 +14,12 @@ def authentication(parm: AuthenticationParameters) -> AuthenticationReturn: signature = parm.headers.get("Signature") check_parameters(app_id, user_name, timestamp, nonce, signature) if Authentication.md5_verify(app_id, timestamp, nonce, signature, user_name): - if PermissionController.enforcer(app_id, parm.path, parm.method): + exists_permission = False + for roles in PermissionController.get_roles_for_user(app_id=app_id): + if PermissionController.enforcer(app_id, parm.path, parm.method, roles): + exists_permission = True + break + if exists_permission: return AuthenticationReturn(code=ReturnCode.Base.SUCCESS, message="success") else: return AuthenticationReturn(code=ReturnCode.API.AUTHENTICATION_FAILED, From da30e1577f9815394ca76ec0891bdec9b66a0dee Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 29 Aug 2023 11:14:20 +0800 Subject: [PATCH 242/482] fix clean job Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/controller/job_controller.py | 26 +++++++++++++++++-- 1 file changed, 24 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/controller/job_controller.py b/python/fate_flow/controller/job_controller.py index 1ea9e40d7..08db997e8 100644 --- a/python/fate_flow/controller/job_controller.py +++ b/python/fate_flow/controller/job_controller.py @@ -18,6 +18,7 @@ from fate_flow.controller.task_controller import TaskController from fate_flow.db import Job +from fate_flow.engine.storage import Session from fate_flow.entity.spec.dag import DAGSchema, JobConfSpec, InheritConfSpec from fate_flow.entity.types import EndStatus, JobStatus, TaskStatus from fate_flow.entity.code import ReturnCode @@ -267,7 +268,13 @@ def clean_queue(cls): @classmethod def clean_job(cls, job_id): + jobs = JobSaver.query_job(job_id=job_id) tasks = JobSaver.query_task(job_id=job_id) + if not jobs: + raise NoFoundJob(job_id=job_id) + FederatedScheduler.request_stop_job( + party_id=jobs[0].f_scheduler_party_id,job_id=jobs[0].f_job_id, stop_status=JobStatus.CANCELED + ) for task in tasks: # metric try: @@ -280,7 +287,22 @@ def clean_job(cls, job_id): pass # data - # todo + try: + datas = OutputDataTracking.query( + job_id=task.f_job_id, + role=task.f_role, + party_id=task.f_party_id, + task_name=task.f_task_name, + task_id=task.f_task_id, + task_version=task.f_task_version + ) + with Session() as sess: + for data in datas: + table = sess.get_table(name=data.f_name, namespace=data.f_namespace) + if table: + table.destroy() + except Exception as e: + pass # model try: @@ -290,7 +312,7 @@ def clean_job(cls, job_id): f' {task.f_task_name} model success') except Exception as e: pass - JobSaver.delete_job(job_id=job_id) + # JobSaver.delete_job(job_id=job_id) @staticmethod def add_notes(job_id, role, party_id, notes): From 1e4cf75bbe0938f48cd03be05b4e1ef483243946 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 29 Aug 2023 11:14:34 +0800 Subject: [PATCH 243/482] update examples Signed-off-by: zhihuiwan <15779896112@163.com> --- examples/model/export.json | 7 +++++++ examples/model/import.json | 5 +++++ examples/permission/delete.json | 7 +++++++ examples/permission/grant.json | 7 +++++++ examples/provider/register.json | 9 +++++++++ 5 files changed, 35 insertions(+) create mode 100644 examples/model/export.json create mode 100644 examples/model/import.json create mode 100644 examples/permission/delete.json create mode 100644 examples/permission/grant.json create mode 100644 examples/provider/register.json diff --git a/examples/model/export.json b/examples/model/export.json new file mode 100644 index 000000000..5efb445af --- /dev/null +++ b/examples/model/export.json @@ -0,0 +1,7 @@ +{ + "model_id": "202307251326130289470", + "model_version": "0", + "role": "guest", + "party_id": "9999", + "path": "xxx/dir" +} \ No newline at end of file diff --git a/examples/model/import.json b/examples/model/import.json new file mode 100644 index 000000000..442302855 --- /dev/null +++ b/examples/model/import.json @@ -0,0 +1,5 @@ +{ + "model_id": "xxx", + "model_version": "xxx", + "path": "xxx" +} \ No newline at end of file diff --git a/examples/permission/delete.json b/examples/permission/delete.json new file mode 100644 index 000000000..2736324e3 --- /dev/null +++ b/examples/permission/delete.json @@ -0,0 +1,7 @@ +{ + "party_id": "9999", + "component": "reader", + "dataset": [{ + "name": "xxx", "namespace": "xxx" + }] +} \ No newline at end of file diff --git a/examples/permission/grant.json b/examples/permission/grant.json new file mode 100644 index 000000000..2736324e3 --- /dev/null +++ b/examples/permission/grant.json @@ -0,0 +1,7 @@ +{ + "party_id": "9999", + "component": "reader", + "dataset": [{ + "name": "xxx", "namespace": "xxx" + }] +} \ No newline at end of file diff --git a/examples/provider/register.json b/examples/provider/register.json new file mode 100644 index 000000000..f9919beab --- /dev/null +++ b/examples/provider/register.json @@ -0,0 +1,9 @@ +{ + "name": "fate", + "device": "local", + "version": "2.0.0", + "metadata": { + "path": "xxx", + "venv": "xxx" + } +} \ No newline at end of file From 0f217af9674259f44805e704131d66ada9e0adb1 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 30 Aug 2023 10:41:37 +0800 Subject: [PATCH 244/482] update pulsar version Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-pulsar.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/python/requirements-pulsar.txt b/python/requirements-pulsar.txt index 933764daf..03726430b 100644 --- a/python/requirements-pulsar.txt +++ b/python/requirements-pulsar.txt @@ -1 +1 @@ -pulsar-client==2.10.0 \ No newline at end of file +pulsar-client==2.10.2 \ No newline at end of file From 869ce4ad11c002facb3b098a7b53cc6e5f3314a9 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Wed, 30 Aug 2023 11:06:59 +0800 Subject: [PATCH 245/482] update permission Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/apps/client/data_app.py | 6 +++--- python/fate_flow/hook/flow/client_authentication.py | 7 +------ 2 files changed, 4 insertions(+), 9 deletions(-) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 2e4477a23..779f75966 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -66,10 +66,10 @@ def transformer_data(data_warehouse, namespace, name, drop=True): @API.Input.params(namespace=fields.String(required=True), desc=NAMESPACE) @API.Input.params(header=fields.String(required=False), desc=HEAD) @API.Input.params(path=fields.String(required=False), desc=SERVER_FILE_PATH) -@API.Input.params(sync=fields.String(required=False), desc=DOWN_TYPE) -def download(namespace, name, header=None, path=None, sync=True): +@API.Input.params(types=fields.String(required=False), desc=DOWN_TYPE) +def download(namespace, name, header=None, path=None, types=None): data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) - if sync: + if types == "sync": return DataManager.send_table( output_tables_meta={"data": data_table_meta}, tar_file_name=f'download_data_{namespace}_{name}.tar.gz', diff --git a/python/fate_flow/hook/flow/client_authentication.py b/python/fate_flow/hook/flow/client_authentication.py index e8d5fbe22..18f97c16f 100644 --- a/python/fate_flow/hook/flow/client_authentication.py +++ b/python/fate_flow/hook/flow/client_authentication.py @@ -14,12 +14,7 @@ def authentication(parm: AuthenticationParameters) -> AuthenticationReturn: signature = parm.headers.get("Signature") check_parameters(app_id, user_name, timestamp, nonce, signature) if Authentication.md5_verify(app_id, timestamp, nonce, signature, user_name): - exists_permission = False - for roles in PermissionController.get_roles_for_user(app_id=app_id): - if PermissionController.enforcer(app_id, parm.path, parm.method, roles): - exists_permission = True - break - if exists_permission: + if PermissionController.enforcer(app_id, parm.path, parm.method): return AuthenticationReturn(code=ReturnCode.Base.SUCCESS, message="success") else: return AuthenticationReturn(code=ReturnCode.API.AUTHENTICATION_FAILED, From 86e147d8c06aa89db3c7bd1f05a82d89ccf1ab22 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Wed, 30 Aug 2023 11:25:33 +0800 Subject: [PATCH 246/482] update params desc Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/apps/desc.py | 2 +- python/fate_flow/apps/desc_zh.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/apps/desc.py b/python/fate_flow/apps/desc.py index 93f942b94..48a403662 100644 --- a/python/fate_flow/apps/desc.py +++ b/python/fate_flow/apps/desc.py @@ -45,7 +45,7 @@ DATA_WAREHOUSE = "Data output, content like: {name: xxx, namespace: xxx}" DROP = "Whether to destroy data if it already exists" DOWNLOAD_HEADER = "Whether to download the data's head as the first row" -DOWN_TYPE = "Data Download Type" +DOWN_TYPE = "Down Type:sync,async" # output FILTERS = "Filter conditions" diff --git a/python/fate_flow/apps/desc_zh.py b/python/fate_flow/apps/desc_zh.py index 1c313add2..71e785451 100644 --- a/python/fate_flow/apps/desc_zh.py +++ b/python/fate_flow/apps/desc_zh.py @@ -45,7 +45,7 @@ DATA_WAREHOUSE = "数据输出，内容如:{name: xxx, namespace: xxx}" DROP = "当数据存在时是否需要先销毁" DOWNLOAD_HEADER = "是否需要下载数据的Head作为第一行" -DOWNLOAD_TYPE = "下载方式：同步,异步" +DOWN_TYPE = "下载方式：同步,异步" # output FILTERS = "过滤条件" From cc0ef9b07977b5a09e7807061d4ac1bdf69b6161 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 4 Sep 2023 10:18:54 +0800 Subject: [PATCH 247/482] fix resource issues in parallel task execution. Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/db/db_models.py | 1 + .../manager/service/resource_manager.py | 53 ++++++++++++++----- 2 files changed, 41 insertions(+), 13 deletions(-) diff --git a/python/fate_flow/db/db_models.py b/python/fate_flow/db/db_models.py index df2dc227b..b3826d1dd 100644 --- a/python/fate_flow/db/db_models.py +++ b/python/fate_flow/db/db_models.py @@ -75,6 +75,7 @@ class Task(DataBaseModel): f_task_run = JSONField(null=True) f_memory = IntegerField(default=0) f_task_cores = IntegerField(default=0) + f_resource_in_use = BooleanField(default=False) f_worker_id = CharField(null=True, max_length=100) f_cmd = JSONField(null=True) diff --git a/python/fate_flow/manager/service/resource_manager.py b/python/fate_flow/manager/service/resource_manager.py index e5e77235c..870c3ce39 100644 --- a/python/fate_flow/manager/service/resource_manager.py +++ b/python/fate_flow/manager/service/resource_manager.py @@ -16,7 +16,7 @@ from pydantic import typing from fate_flow.db.base_models import DB -from fate_flow.db.db_models import EngineRegistry, Job +from fate_flow.db.db_models import EngineRegistry, Job, Task from fate_flow.entity.types import EngineType, ResourceOperation from fate_flow.runtime.job_default_config import JobDefaultConfig from fate_flow.runtime.system_settings import IGNORE_RESOURCE_ROLES, ENGINES @@ -157,19 +157,46 @@ def return_task_resource(cls, **task_info): @DB.connection_context() def resource_for_task(cls, task_info, operation_type): cores_per_task, memory_per_task = cls.query_task_resource(task_info=task_info) - schedule_logger(task_info["job_id"]).info(f"cores_per_task:{cores_per_task}, memory_per_task:{memory_per_task}") + schedule_logger(task_info["job_id"]).info(f"{operation_type} cores_per_task:{cores_per_task}, memory_per_task:{memory_per_task}") + operate_status = False if cores_per_task or memory_per_task: - filters, updates = cls.update_resource_sql(resource_model=Job, - cores=cores_per_task, - memory=memory_per_task, - operation_type=operation_type, - ) - filters.append(Job.f_job_id == task_info["job_id"]) - filters.append(Job.f_role == task_info["role"]) - filters.append(Job.f_party_id == task_info["party_id"]) - filters.append(Job.f_resource_in_use == True) - operate = Job.update(updates).where(*filters) - operate_status = operate.execute() > 0 + try: + with DB.atomic(): + updates = {} + filters = [ + Task.f_job_id == task_info["job_id"], + Task.f_role == task_info["role"], + Task.f_party_id == task_info["party_id"], + Task.f_task_id == task_info["task_id"], + Task.f_task_version == task_info["task_version"] + ] + if operation_type is ResourceOperation.APPLY: + updates[Task.f_resource_in_use] = True + filters.append(Task.f_resource_in_use == False) + elif operation_type is ResourceOperation.RETURN: + updates[Task.f_resource_in_use] = False + filters.append(Task.f_resource_in_use == True) + operate = Task.update(updates).where(*filters) + record_status = operate.execute() > 0 + if not record_status: + raise RuntimeError(f"record task {task_info['task_id']} {task_info['task_version']} resource" + f"{operation_type} failed on {{task_info['role']}} {{task_info['party_id']}}") + filters, updates = cls.update_resource_sql(resource_model=Job, + cores=cores_per_task, + memory=memory_per_task, + operation_type=operation_type, + ) + filters.append(Job.f_job_id == task_info["job_id"]) + filters.append(Job.f_role == task_info["role"]) + filters.append(Job.f_party_id == task_info["party_id"]) + filters.append(Job.f_resource_in_use == True) + operate = Job.update(updates).where(*filters) + operate_status = operate.execute() > 0 + if not operate_status: + raise RuntimeError(f"record task {task_info['task_id']} {task_info['task_version']} job resource " + f"{operation_type} failed on {{task_info['role']}} {{task_info['party_id']}}") + except: + operate_status = False else: operate_status = True if operate_status: From 1654d1b0ed3c45490ee181b27a4301c45f377a90 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 4 Sep 2023 10:25:49 +0800 Subject: [PATCH 248/482] update swagger server build script Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/build/auto_transfer_api_swagger.py | 125 ------------------- doc/build/build_swagger_server.py | 166 +++++++++++++++++++++++++ 2 files changed, 166 insertions(+), 125 deletions(-) delete mode 100644 doc/build/auto_transfer_api_swagger.py create mode 100644 doc/build/build_swagger_server.py diff --git a/doc/build/auto_transfer_api_swagger.py b/doc/build/auto_transfer_api_swagger.py deleted file mode 100644 index 929f171b5..000000000 --- a/doc/build/auto_transfer_api_swagger.py +++ /dev/null @@ -1,125 +0,0 @@ -import ast -import re -from pathlib import Path - - -def search_pages_path(pages_dir): - return [path for path in pages_dir.glob('*_app.py') if not path.name.startswith('.')] - - -def read_desc_script(files): - - with open(files, "r") as file: - content = file.read() - - pattern = r'(\w+)\s*=\s*"([^"]+)"' - variables = dict(re.findall(pattern, content)) - return variables - - -def scan_client_app(file_path, variables): - - function_info = [] - for _path in file_path: - route_name = str(_path).split('\\')[-1].split('.')[0] - if route_name == "client_app": - _name = "app" - elif route_name == "server_app": - _name = "service" - elif route_name == "log_app": - pass - else: - _name = route_name.split("_")[0] - - with open(str(_path), 'r') as file: - tree = ast.parse(file.read()) - - for node in ast.walk(tree): - if isinstance(node, ast.FunctionDef): - function_name = node.name - function_params = [] - function_route = None - function_method = None - function_params_desc = {} - - for arg in node.args.args: - function_params.append(arg.arg) - - for decorator in node.decorator_list: - if isinstance(decorator, ast.Call) and isinstance(decorator.func, ast.Attribute): - if decorator.func.attr == 'route': - function_route = _name + decorator.args[0].s - if isinstance(decorator.keywords, list): - for keyword in decorator.keywords: - if keyword.arg == 'methods': - function_method = keyword.value.elts[0].s - - else: - params_value = "" - params_name = "" - for key in decorator.keywords: - if key.arg == 'desc': - params_value = key.value.id - else: - params_name = key.arg - - if params_name: - function_params_desc[params_name] = variables.get(params_value, "") - function_info.append({ - 'function_name': function_name, - 'function_route': function_route, - 'function_method': function_method, - 'function_params_desc': function_params_desc, - }) - - return function_info - - -def generate_transfer_doc(function_info): - script = """ -from flask import Flask -from flask_restx import Api, Resource - -app = Flask(__name__) -api = Api(app) -""" - for info in function_info: - function_name = ''.join([word.capitalize() for word in info['function_name'].split("_")]) - function_route = info['function_route'] - function_method = info['function_method'] - function_params_desc = info['function_params_desc'] - - script += f""" -@api.route('/v2/{function_route}') -class {function_name}(Resource): - @api.doc(params={function_params_desc}) - def {function_method.lower()}(self): - ''' - - ''' - # Your code here - return -""" - script += f""" -if __name__ == '__main__': - app.run() -""" - return script - - -if __name__ == '__main__': - - file_dir = search_pages_path(Path(__file__).parent.parent.parent/'python/fate_flow/apps/client') - variables = read_desc_script(Path(__file__).parent.parent.parent/'python/fate_flow/apps/desc.py') - function_info = scan_client_app(file_dir, variables) - transfer_doc_script = generate_transfer_doc(function_info) - with open('flow_api_swagger.py', 'w', encoding='utf-8') as file: - file.write(transfer_doc_script) - - - - - - - - diff --git a/doc/build/build_swagger_server.py b/doc/build/build_swagger_server.py new file mode 100644 index 000000000..5c3990e15 --- /dev/null +++ b/doc/build/build_swagger_server.py @@ -0,0 +1,166 @@ +import ast +import os.path +import re +from importlib.util import spec_from_file_location, module_from_spec +from pathlib import Path + +import fate_flow +from fate_flow.runtime.system_settings import HOST, HTTP_PORT, API_VERSION + +base_path = f"/{API_VERSION}" +FATE_FLOW_HOME = os.path.dirname(fate_flow.__file__) +DOC_BASE = os.path.join(os.path.dirname(os.path.dirname(FATE_FLOW_HOME)), "doc", "build") +swagger_py_file = os.path.join(DOC_BASE, "swagger_server.py") + + +def search_pages_path(pages_dir): + return [path for path in pages_dir.glob('*_app.py') if not path.name.startswith('.')] + + +def read_desc_script(files): + with open(files, "r") as file: + content = file.read() + + pattern = r'(\w+)\s*=\s*"([^"]+)"' + variables = dict(re.findall(pattern, content)) + return variables + + +def scan_client_app(file_path, variables): + function_info = {} + for _path in file_path: + page_name = _path.stem.rstrip('app').rstrip("_") + module_name = '.'.join(_path.parts[_path.parts.index('apps') - 1:-1] + (page_name,)) + spec = spec_from_file_location(module_name, _path) + page = module_from_spec(spec) + page_name = getattr(page, 'page_name', page_name) + if page_name not in function_info: + function_info[page_name] = [] + with open(str(_path), 'r') as file: + tree = ast.parse(file.read()) + + for node in ast.walk(tree): + if isinstance(node, ast.FunctionDef): + function_name = node.name + function_params = [] + function_route = None + function_method = None + function_params_desc = {} + + for arg in node.args.args: + function_params.append(arg.arg) + + for decorator in node.decorator_list: + if isinstance(decorator, ast.Call) and isinstance(decorator.func, ast.Attribute): + if decorator.func.attr == 'route': + function_route = decorator.args[0].s + if isinstance(decorator.keywords, list): + for keyword in decorator.keywords: + if keyword.arg == 'methods': + function_method = keyword.value.elts[0].s + + else: + params_value = "" + params_name = "" + for key in decorator.keywords: + if key.arg == 'desc': + params_value = key.value.id + else: + params_name = key.arg + + if params_name: + function_params_desc[params_name] = variables.get(params_value, "") + function_info[page_name].append({ + 'function_name': function_name, + 'function_route': function_route, + 'function_method': function_method, + 'function_params_desc': function_params_desc, + }) + + return function_info + + +def generate_transfer_doc(function_info): + script = f""" +from flask import Flask +from flask_restx import Api, Resource, Swagger +from werkzeug.utils import cached_property + + +class RSwagger(Swagger): + def as_dict_v2(self): + _dict = self.as_dict() + _dict["basePath"] = "{base_path}" + return _dict + + def operation_id_for(self, doc, method): + return ( + doc[method].get("operationId") + if "operationId" in doc[method] + else self.api.default_id(doc["name"], method) + ) + + def description_for(self, doc, method): + return doc[method].get("description") + + +class RApi(Api): + @cached_property + def __schema__(self): + if not self._schema: + try: + self._schema = RSwagger(self).as_dict_v2() + except Exception: + msg = "Unable to render schema" + log.exception(msg) + return msg + return self._schema + + +app = Flask(__name__) +api = RApi(app, version="{fate_flow.__version__}", title="FATE Flow restful api") +""" + + for page_name in function_info.keys(): + script += f""" +{page_name} = api.namespace("{page_name}", description="{page_name}-Related Operations") +""" + for page_name, infos in function_info.items(): + for info in infos: + function_name = ''.join([word.capitalize() for word in info['function_name'].split("_")]) + function_route = info['function_route'] + function_method = info['function_method'] + function_params_desc = info['function_params_desc'] + + script += f""" + +@{page_name}.route('{function_route}') +class {function_name}(Resource): + @api.doc(params={function_params_desc}, operationId='{function_method.lower()}_{page_name}_{function_name}', descrption='this is a test') + def {function_method.lower()}(self): + ''' + + ''' + # Your code here + return +""" + script += f""" + +if __name__ == '__main__': + import sys + if len(sys.argv) > 1: + port = int(sys.argv[1]) + else: + port = 5000 + app.run(port=port) +""" + return script + + +if __name__ == '__main__': + file_dir = search_pages_path(Path(FATE_FLOW_HOME) / 'apps/client') + variables = read_desc_script(Path(FATE_FLOW_HOME) / 'apps/desc.py') + function_info = scan_client_app(file_dir, variables) + transfer_doc_script = generate_transfer_doc(function_info) + with open(swagger_py_file, 'w', encoding='utf-8') as file: + file.write(transfer_doc_script) From 2bbbe6f37f64d4db09f20ee321aa812444ddaee5 Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Mon, 4 Sep 2023 14:33:04 +0800 Subject: [PATCH 249/482] uodata data download api Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/apps/client/client_app.py | 4 ++-- python/fate_flow/apps/client/data_app.py | 20 +++++++++----------- 2 files changed, 11 insertions(+), 13 deletions(-) diff --git a/python/fate_flow/apps/client/client_app.py b/python/fate_flow/apps/client/client_app.py index 3298104bf..7bbd4a080 100644 --- a/python/fate_flow/apps/client/client_app.py +++ b/python/fate_flow/apps/client/client_app.py @@ -57,14 +57,14 @@ def create_site_app(party_id): @manager.route('/site/delete', methods=['POST']) @API.Input.json(party_id=fields.String(required=True), desc=PARTY_ID) def delete_site_app(party_id): - status = AppManager.delete_app(app_name=party_id, app_type=AppType.SITE) + status = AppManager.delete_app(app_name=party_id, app_type=AppType.SITE, init=True) return API.Output.json(data={"status": status}) @manager.route('/site/query', methods=['GET']) @API.Input.params(party_id=fields.String(required=True), desc=PARTY_ID) def query_site_app(party_id=None): - apps = AppManager.query_app(app_name=party_id, app_type=AppType.SITE) + apps = AppManager.query_app(app_name=party_id, app_type=AppType.SITE,init=True) return API.Output.json(code=ReturnCode.Base.SUCCESS, message="success", data=[app.to_human_model_dict() for app in apps]) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index 779f75966..e2cedfd7b 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -21,6 +21,7 @@ from fate_flow.manager.components.component_manager import ComponentManager from fate_flow.manager.data.data_manager import DataManager from fate_flow.utils.api_utils import API +from fate_flow.errors.server_error import NoFoundTable page_name = "data" @@ -65,16 +66,13 @@ def transformer_data(data_warehouse, namespace, name, drop=True): @API.Input.params(name=fields.String(required=True), desc=NAME) @API.Input.params(namespace=fields.String(required=True), desc=NAMESPACE) @API.Input.params(header=fields.String(required=False), desc=HEAD) -@API.Input.params(path=fields.String(required=False), desc=SERVER_FILE_PATH) -@API.Input.params(types=fields.String(required=False), desc=DOWN_TYPE) -def download(namespace, name, header=None, path=None, types=None): +def download(namespace, name, header=None): data_table_meta = storage.StorageTableMeta(name=name, namespace=namespace) - if types == "sync": - return DataManager.send_table( - output_tables_meta={"data": data_table_meta}, - tar_file_name=f'download_data_{namespace}_{name}.tar.gz', - need_head=header) - else: - result = ComponentManager.download(path=path, namespace=namespace, name=name) - return API.Output.json(**result) + if not data_table_meta: + raise NoFoundTable(name=name, namespace=namespace) + return DataManager.send_table( + output_tables_meta={"data": data_table_meta}, + tar_file_name=f'download_data_{namespace}_{name}.tar.gz', + need_head=header + ) From e5a086e8980851efcea14942df7490edf9802744 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 4 Sep 2023 17:16:12 +0800 Subject: [PATCH 250/482] Modify the parameter passing method for the task Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/backend/_base.py | 6 +++--- python/fate_flow/engine/backend/_eggroll.py | 10 +++++++--- python/fate_flow/engine/backend/_spark.py | 5 ++--- 3 files changed, 12 insertions(+), 9 deletions(-) diff --git a/python/fate_flow/engine/backend/_base.py b/python/fate_flow/engine/backend/_base.py index 42da89357..19a821553 100644 --- a/python/fate_flow/engine/backend/_base.py +++ b/python/fate_flow/engine/backend/_base.py @@ -89,7 +89,7 @@ def cleanup(self, provider_name, task_info, config, party_task_id, **kwargs): self._cleanup2(provider_name, task_info, config, **kwargs) @staticmethod - def generate_component_run_cmd(provider_name, output_path=""): + def generate_component_run_cmd(provider_name, conf_path, output_path=""): if provider_name == ProviderName.FATE: from fate_flow.worker.fate_executor import FateSubmit module_file_path = sys.modules[FateSubmit.__module__].__file__ @@ -105,8 +105,8 @@ def generate_component_run_cmd(provider_name, output_path=""): module_file_path, "component", "execute", - "--env-name", - "FATE_TASK_CONFIG", + "--config", + conf_path, "--execution-final-meta-path", output_path ] diff --git a/python/fate_flow/engine/backend/_eggroll.py b/python/fate_flow/engine/backend/_eggroll.py index 0801983fc..17a825f5c 100644 --- a/python/fate_flow/engine/backend/_eggroll.py +++ b/python/fate_flow/engine/backend/_eggroll.py @@ -13,6 +13,8 @@ # See the License for the specific language governing permissions and # limitations under the License. # +import yaml + from fate_flow.engine.backend._base import LocalEngine from fate_flow.entity.spec.dag import TaskConfigSpec from fate_flow.entity.types import WorkerName, ComputingEngine @@ -20,15 +22,17 @@ class EggrollEngine(LocalEngine): - def run(self, task_info, run_parameters, engine_run, provider_name, output_path, sync=False, **kwargs): + def run(self, task_info, run_parameters, engine_run, provider_name, output_path, conf_path, sync=False, **kwargs): parameters = TaskConfigSpec.parse_obj(run_parameters) if parameters.conf.computing.type == ComputingEngine.EGGROLL: # update eggroll options parameters.conf.computing.metadata.options.update(engine_run) + with open(conf_path, "w") as f: + # update parameters + yaml.dump(parameters, f) return WorkerManager.start_task_worker( worker_name=WorkerName.TASK_EXECUTE, task_info=task_info, - common_cmd=self.generate_component_run_cmd(provider_name, output_path), - task_parameters=parameters.dict(), + common_cmd=self.generate_component_run_cmd(provider_name, conf_path, output_path, ), sync=sync ) diff --git a/python/fate_flow/engine/backend/_spark.py b/python/fate_flow/engine/backend/_spark.py index a59bebe3b..a6eb456ab 100644 --- a/python/fate_flow/engine/backend/_spark.py +++ b/python/fate_flow/engine/backend/_spark.py @@ -24,7 +24,7 @@ class SparkEngine(LocalEngine): - def run(self, task_info, run_parameters, output_path, engine_run, provider_name, **kwargs): + def run(self, task_info, run_parameters, conf_path, output_path, engine_run, provider_name, **kwargs): spark_home = None if not spark_home: try: @@ -52,8 +52,7 @@ def run(self, task_info, run_parameters, output_path, engine_run, provider_name, return WorkerManager.start_task_worker( worker_name=WorkerName.TASK_EXECUTE, task_info=task_info, - task_parameters=run_parameters, - common_cmd=self.generate_component_run_cmd(provider_name, output_path), + common_cmd=self.generate_component_run_cmd(provider_name, conf_path, output_path), extra_env=extra_env, executable=process_cmd, sync=True From edaca73043039c5c22b3a22b22d095b84aee3750 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Mon, 4 Sep 2023 21:36:06 +0800 Subject: [PATCH 251/482] fix bug Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/engine/backend/_eggroll.py | 2 +- .../fate_flow/engine/storage/standalone/_standalone.py | 2 +- python/fate_flow/hub/scheduler/fate/_scheduler.py | 9 ++++++++- python/fate_flow/manager/service/resource_manager.py | 9 +++++---- 4 files changed, 15 insertions(+), 7 deletions(-) diff --git a/python/fate_flow/engine/backend/_eggroll.py b/python/fate_flow/engine/backend/_eggroll.py index 17a825f5c..50a1caf75 100644 --- a/python/fate_flow/engine/backend/_eggroll.py +++ b/python/fate_flow/engine/backend/_eggroll.py @@ -29,7 +29,7 @@ def run(self, task_info, run_parameters, engine_run, provider_name, output_path, parameters.conf.computing.metadata.options.update(engine_run) with open(conf_path, "w") as f: # update parameters - yaml.dump(parameters, f) + yaml.dump(parameters.dict(), f) return WorkerManager.start_task_worker( worker_name=WorkerName.TASK_EXECUTE, task_info=task_info, diff --git a/python/fate_flow/engine/storage/standalone/_standalone.py b/python/fate_flow/engine/storage/standalone/_standalone.py index 399c52f94..1a4bc2344 100644 --- a/python/fate_flow/engine/storage/standalone/_standalone.py +++ b/python/fate_flow/engine/storage/standalone/_standalone.py @@ -22,7 +22,7 @@ import time import typing import uuid -from collections import Iterable +from collections.abc import Iterable from concurrent.futures import ProcessPoolExecutor as Executor from contextlib import ExitStack from functools import partial diff --git a/python/fate_flow/hub/scheduler/fate/_scheduler.py b/python/fate_flow/hub/scheduler/fate/_scheduler.py index 9ce868899..c6b57d142 100644 --- a/python/fate_flow/hub/scheduler/fate/_scheduler.py +++ b/python/fate_flow/hub/scheduler/fate/_scheduler.py @@ -153,6 +153,9 @@ def calculate_resource(cls, dag_schema: DAGSchema, role): task_run["num-executors"] = default_task_run.get("num-executors") if "executor-cores" not in task_run: task_run["executor-cores"] = default_task_run.get("executor-cores") + if role in IGNORE_RESOURCE_ROLES: + task_run["num-executors"] = 1 + task_run["executor-cores"] = 1 task_cores = int(task_run.get("num-executors")) * (task_run.get("executor-cores")) if task_cores > cores: cores = task_cores @@ -164,13 +167,17 @@ def calculate_resource(cls, dag_schema: DAGSchema, role): ComputingEngine.EGGROLL).get("nodes") if task_cores > cores: cores = task_cores + if role in IGNORE_RESOURCE_ROLES: + task_run["eggroll.session.processors.per.node"] = 1 if ENGINES.get(EngineType.COMPUTING) == ComputingEngine.STANDALONE: if "cores" not in task_run: task_run["cores"] = default_task_run.get("cores") task_cores = int(task_run.get("cores")) if task_cores > cores: cores = task_cores - if role == IGNORE_RESOURCE_ROLES: + if role in IGNORE_RESOURCE_ROLES: + task_run["cores"] = 1 + if role in IGNORE_RESOURCE_ROLES: cores = 0 task_cores = 0 return cores, task_run, task_cores diff --git a/python/fate_flow/manager/service/resource_manager.py b/python/fate_flow/manager/service/resource_manager.py index 870c3ce39..89d0608c8 100644 --- a/python/fate_flow/manager/service/resource_manager.py +++ b/python/fate_flow/manager/service/resource_manager.py @@ -180,7 +180,7 @@ def resource_for_task(cls, task_info, operation_type): record_status = operate.execute() > 0 if not record_status: raise RuntimeError(f"record task {task_info['task_id']} {task_info['task_version']} resource" - f"{operation_type} failed on {{task_info['role']}} {{task_info['party_id']}}") + f"{operation_type} failed on {task_info['role']} {task_info['party_id']}") filters, updates = cls.update_resource_sql(resource_model=Job, cores=cores_per_task, memory=memory_per_task, @@ -189,13 +189,14 @@ def resource_for_task(cls, task_info, operation_type): filters.append(Job.f_job_id == task_info["job_id"]) filters.append(Job.f_role == task_info["role"]) filters.append(Job.f_party_id == task_info["party_id"]) - filters.append(Job.f_resource_in_use == True) + # filters.append(Job.f_resource_in_use == True) operate = Job.update(updates).where(*filters) operate_status = operate.execute() > 0 if not operate_status: raise RuntimeError(f"record task {task_info['task_id']} {task_info['task_version']} job resource " - f"{operation_type} failed on {{task_info['role']}} {{task_info['party_id']}}") - except: + f"{operation_type} failed on {task_info['role']} {task_info['party_id']}") + except Exception as e: + schedule_logger(task_info["job_id"]).warning(e) operate_status = False else: operate_status = True From fc22c21c47edd7ee2f08f81b615647dde8352aee Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Tue, 5 Sep 2023 14:43:08 +0800 Subject: [PATCH 252/482] update log api params Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/apps/client/log_app.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/python/fate_flow/apps/client/log_app.py b/python/fate_flow/apps/client/log_app.py index c1b1808ad..23ecfd753 100644 --- a/python/fate_flow/apps/client/log_app.py +++ b/python/fate_flow/apps/client/log_app.py @@ -29,7 +29,7 @@ @API.Input.params(task_name=fields.String(required=False), desc=TASK_NAME) @API.Input.params(instance_id=fields.String(required=False), desc=INSTANCE_ID) @cluster_route -def count(log_type, job_id, role=None, party_id=None, task_name=None): +def count(log_type, job_id, role=None, party_id=None, task_name=None, instance_id=None): data = LogManager(log_type, job_id, role=role, party_id=party_id, task_name=task_name).count() return API.Output.json(data=data) @@ -44,6 +44,6 @@ def count(log_type, job_id, role=None, party_id=None, task_name=None): @API.Input.params(end=fields.Integer(required=False), desc=END) @API.Input.params(instance_id=fields.String(required=False), desc=INSTANCE_ID) @cluster_route -def get(log_type, job_id, role, party_id, task_name=None, begin=None, end=None): +def get(log_type, job_id, role, party_id, task_name=None, begin=None, end=None, instance_id=None): data = LogManager(log_type, job_id, role=role, party_id=party_id, task_name=task_name).cat_log(begin=begin, end=end) return API.Output.json(data=data) From c4e6794d36ffc7d71a069ad3fd04b16137d0358c Mon Sep 17 00:00:00 2001 From: chengtcc <864261919@qq.com> Date: Tue, 5 Sep 2023 14:55:31 +0800 Subject: [PATCH 253/482] update data api params Signed-off-by: chengtcc <864261919@qq.com> --- python/fate_flow/apps/client/data_app.py | 2 +- python/fate_flow/apps/desc.py | 1 - python/fate_flow/apps/desc_zh.py | 1 - 3 files changed, 1 insertion(+), 3 deletions(-) diff --git a/python/fate_flow/apps/client/data_app.py b/python/fate_flow/apps/client/data_app.py index e2cedfd7b..dcb78c652 100644 --- a/python/fate_flow/apps/client/data_app.py +++ b/python/fate_flow/apps/client/data_app.py @@ -16,7 +16,7 @@ from webargs import fields from fate_flow.apps.desc import SERVER_FILE_PATH, HEAD, PARTITIONS, META, EXTEND_SID, NAMESPACE, NAME, DATA_WAREHOUSE, \ - DROP, DOWN_TYPE + DROP from fate_flow.engine import storage from fate_flow.manager.components.component_manager import ComponentManager from fate_flow.manager.data.data_manager import DataManager diff --git a/python/fate_flow/apps/desc.py b/python/fate_flow/apps/desc.py index 48a403662..b494bed88 100644 --- a/python/fate_flow/apps/desc.py +++ b/python/fate_flow/apps/desc.py @@ -45,7 +45,6 @@ DATA_WAREHOUSE = "Data output, content like: {name: xxx, namespace: xxx}" DROP = "Whether to destroy data if it already exists" DOWNLOAD_HEADER = "Whether to download the data's head as the first row" -DOWN_TYPE = "Down Type:sync,async" # output FILTERS = "Filter conditions" diff --git a/python/fate_flow/apps/desc_zh.py b/python/fate_flow/apps/desc_zh.py index 71e785451..56593fcc6 100644 --- a/python/fate_flow/apps/desc_zh.py +++ b/python/fate_flow/apps/desc_zh.py @@ -45,7 +45,6 @@ DATA_WAREHOUSE = "数据输出，内容如:{name: xxx, namespace: xxx}" DROP = "当数据存在时是否需要先销毁" DOWNLOAD_HEADER = "是否需要下载数据的Head作为第一行" -DOWN_TYPE = "下载方式：同步,异步" # output FILTERS = "过滤条件" From 8c1d946a0c2ade4c0c2663b76243679dcee44a89 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Tue, 5 Sep 2023 15:41:14 +0800 Subject: [PATCH 254/482] update default fate path Signed-off-by: zhihuiwan <15779896112@163.com> --- bin/init_env.sh | 2 +- python/fate_flow/runtime/system_settings.py | 5 ++--- python/fate_flow/utils/file_utils.py | 15 ++++++++++++++- 3 files changed, 17 insertions(+), 5 deletions(-) diff --git a/bin/init_env.sh b/bin/init_env.sh index ce871e992..5c9010bb0 100644 --- a/bin/init_env.sh +++ b/bin/init_env.sh @@ -18,7 +18,7 @@ fate_project_base=$(cd `dirname "$(realpath "${BASH_SOURCE[0]:-${(%):-%x}}")"`; cd ../;cd ../;pwd) export FATE_PROJECT_BASE=$fate_project_base -export FATE_DEPLOY_BASE=$fate_project_base +export FATE_PYTHONPATH= export EGGROLL_HOME= export PYTHONPATH= export FATE_ENV= diff --git a/python/fate_flow/runtime/system_settings.py b/python/fate_flow/runtime/system_settings.py index fe8f71476..dd1aaff55 100644 --- a/python/fate_flow/runtime/system_settings.py +++ b/python/fate_flow/runtime/system_settings.py @@ -21,7 +21,7 @@ from fate_flow.runtime.env import is_in_virtualenv from fate_flow.utils import engine_utils, file_utils from fate_flow.utils.conf_utils import get_base_config -from fate_flow.utils.file_utils import get_project_base_directory, get_fate_flow_directory +from fate_flow.utils.file_utils import get_fate_flow_directory, get_fate_python_path from fate_flow.settings import * @@ -73,8 +73,7 @@ SUPPORT_IGNORE_RESOURCE_ENGINES = { ComputingEngine.EGGROLL, ComputingEngine.STANDALONE } -DEFAULT_FATE_PROVIDER_PATH = (DEFAULT_FATE_DIR or get_project_base_directory("python")) if not is_in_virtualenv() else "" - +DEFAULT_FATE_PROVIDER_PATH = (DEFAULT_FATE_DIR or get_fate_python_path()) if not is_in_virtualenv() else "" HEADERS = { "Content-Type": "application/json", "Connection": "close", diff --git a/python/fate_flow/utils/file_utils.py b/python/fate_flow/utils/file_utils.py index e84a77b72..2d6c5586b 100644 --- a/python/fate_flow/utils/file_utils.py +++ b/python/fate_flow/utils/file_utils.py @@ -21,7 +21,8 @@ from fate_flow.runtime.env import is_in_virtualenv -PROJECT_BASE = os.getenv("FATE_PROJECT_BASE") or os.getenv("FATE_DEPLOY_BASE") +PROJECT_BASE = os.getenv("FATE_PROJECT_BASE") +FATE_PYTHON_PATH = os.getenv("FATE_PYTHONPATH") def get_project_base_directory(*args): @@ -32,6 +33,7 @@ def get_project_base_directory(*args): os.path.dirname(os.path.realpath(__file__)), os.pardir, os.pardir, + os.pardir, ) ) if args: @@ -39,6 +41,17 @@ def get_project_base_directory(*args): return PROJECT_BASE +def get_fate_python_path(): + global FATE_PYTHON_PATH + if FATE_PYTHON_PATH is None: + FATE_PYTHON_PATH = get_project_base_directory("fate", "python") + if not os.path.exists(FATE_PYTHON_PATH): + FATE_PYTHON_PATH = get_project_base_directory("python") + if not os.path.exists(FATE_PYTHON_PATH): + return + return FATE_PYTHON_PATH + + def get_fate_flow_directory(*args): if is_in_virtualenv(): fate_flow_dir = os.path.abspath( From 9e4d9bbf1b5bdd3e34e0c23fe384e43a0c0653af Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Wed, 6 Sep 2023 13:11:52 +0800 Subject: [PATCH 255/482] update provider Signed-off-by: zhihuiwan <15779896112@163.com> --- python/fate_flow/manager/service/provider_manager.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/python/fate_flow/manager/service/provider_manager.py b/python/fate_flow/manager/service/provider_manager.py index dec743a6e..7f7ff9e5b 100644 --- a/python/fate_flow/manager/service/provider_manager.py +++ b/python/fate_flow/manager/service/provider_manager.py @@ -46,10 +46,10 @@ def get_provider_by_provider_name(cls, provider_name) -> ComponentProvider: def get_provider(cls, name, device, version, metadata, check=False) -> Union[ComponentProvider, None]: if device == ProviderDevice.LOCAL: metadata = LocalProviderSpec(check, **metadata) - elif type == ProviderDevice.DOCKER: - metadata = DockerProviderSpec(check,**metadata) - elif type == ProviderDevice.K8S: - metadata = K8sProviderSpec(check,**metadata) + elif device == ProviderDevice.DOCKER: + metadata = DockerProviderSpec(check, **metadata) + elif device == ProviderDevice.K8S: + metadata = K8sProviderSpec(check, **metadata) else: return None return ComponentProvider(ProviderSpec(name=name, device=device, version=version, metadata=metadata)) From 06e745579ca313628e47d3124ee09ce7e34e0688 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Sep 2023 11:13:46 +0800 Subject: [PATCH 256/482] update fate requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-fate.txt | 1 - 1 file changed, 1 deletion(-) diff --git a/python/requirements-fate.txt b/python/requirements-fate.txt index 8f72e9957..4663bf683 100644 --- a/python/requirements-fate.txt +++ b/python/requirements-fate.txt @@ -12,6 +12,5 @@ numpy==1.23.1 torch==1.13.1 urllib3==1.26.5 grpcio==1.46.3 -ml_metadata beautifultable rust_paillier From e436b571bd98bbac50ef6e3abe7d00b89c9bf80f Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Sep 2023 16:16:10 +0800 Subject: [PATCH 257/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- README.md | 2 - README.zh.md | 3 +- doc/2.0.0-alpha.md | 83 -- doc/container.md | 49 - doc/quick_start.md | 30 +- doc/swagger/swagger.json | 2179 ++++++++++++++++++++++++++++++++++++++ 6 files changed, 2202 insertions(+), 144 deletions(-) delete mode 100644 doc/2.0.0-alpha.md delete mode 100644 doc/container.md create mode 100644 doc/swagger/swagger.json diff --git a/README.md b/README.md index 95cf06702..25ea2995a 100644 --- a/README.md +++ b/README.md @@ -20,8 +20,6 @@ Providing production-level service capabilities: - High Availability - CLI, REST API, Python API -For detailed introduction, please refer to [FATE Flow Overall Design](https://federatedai.github.io/FATE-Flow/latest/fate_flow/#overall-design) - ## Deployment Please refer to [FATE](https://github.com/FederatedAI/FATE) diff --git a/README.zh.md b/README.zh.md index b1aaaece9..13da9e4cb 100644 --- a/README.zh.md +++ b/README.zh.md @@ -4,7 +4,7 @@ FATE Flow是一个联邦学习端到端全流程的多方联合任务安全调度平台, 基于: -- [共享状态调度架构](https://storage.googleapis.com/pub-tools-public-publication-data/pdf/41684.pdf) +- 共享状态调度架构 - 跨数据中心的多方安全通信 提供生产级服务能力: @@ -20,7 +20,6 @@ FATE Flow是一个联邦学习端到端全流程的多方联合任务安全调 - 系统高可用 - CLI、REST API、Python API -详细介绍请参考[FATE Flow整体设计](https://federatedai.github.io/FATE-Flow/latest/zh/fate_flow/) ## 部署 diff --git a/doc/2.0.0-alpha.md b/doc/2.0.0-alpha.md deleted file mode 100644 index 396c96b6a..000000000 --- a/doc/2.0.0-alpha.md +++ /dev/null @@ -1,83 +0,0 @@ -## FATE FLOW V2.0方案 - -### 1. 背景 - -联邦学习为打破“数据孤岛”而生，然而随着越来越多的机构投身到联邦学习领域，不同架构的联邦学习系统之间逐渐形成了新的“孤岛”现象，互联互通显得越发重要。FATE FLow 2.0版本将定义全新的Open Flow Api，从流程调度和算法调度两个层面实现互联互通。 - -### 2. 整体方案图 - -![image-20220922195625843](./images/open_flow.png) - -### 3. 调度层 - -#### 3.1 流程调度时序图 - -2.x版本调度方可在任务配置中指定(默认为发起方)，可以为发起方、合作方或者第三方。 - -##### 3.1.1 push模式 -说明：各参与方主动上报任务状态 -![image-20220922195625843](./images/push.png) - - -##### 3.1.2 pull模式 -说明：调度方定时查询各参与方任务状态 -![image-20220922195625843](./images/pull.png) - -#### 3.2 应用层 - -- 说明：用于对接上层系统，包括任务创建、查询、停止等接口 - -#### 3.3 底座层 - -- 说明：用于对接算法容器，包括任务状态上报、任务输出存储/查询等 - -#### 3.4 互联互通层 - -- 说明：用于对接跨机构、站点调度 - - -### 4. 算法容器调度 - -说明：FATE历史版本中的算法加载是以python脚本形式在subprocess进程中加载，在安全性、扩展性等方面存在不足，且无法满足异构算法组合编排场景。在新版本中引入“算法容器”加载算法，通过制定统一的算法镜像构建标准与接口并定义一套规范的镜像加载机制与流程，实现异构场景的互联互通。 - -![image-20220922195625843](./images/federationml_schedule.png) - -注：图中节点A、B代表两家隐私计算提供商，A-X代表A厂的算法X，B-Y代表B厂算法Y。 - -#### 4.1 容器注册与加载 - -- [算法容器注册与加载文档](./container.md) - -#### 4.2 平台资源 - -##### 4.2.1 通信 -新增支持osx(open site exchange)作为通信服务 -- 调度通信服务：rollsite、nginx、osx -- 算法通信服务：rollsite、rabbitmq、pulsar、osx - -##### 4.2.2 计算 - -- standalone -- eggroll -- spark - -##### 4.2.3 存储 - -- standalone -- eggroll -- hdfs -- ... - -### 5. DAG定义 -fate 2.0参考kubeflow的设计，在DAG的结构定义方面进行调整，具体参考: [新版dag配置](./../examples/lr/eggroll/lr_train_dag.yaml) - -### 6. 解耦 - -fate 1.x版本的调度层与算法层在数据、模型、类调用等方面存在一些耦合和特判的情况。在fate 2.0版本，在算法和调度层面解偶，以此降低异构算法接入的开发成本。 - -### 7. 资源管控 -- 资源类型: job、 task -- 管控粒度: job级资源控制任务数量、task级资源控制任务并行度 - -### 8. 状态码定义 -- 细化api状态码，以便快速定位问题 diff --git a/doc/container.md b/doc/container.md deleted file mode 100644 index 5b455a461..000000000 --- a/doc/container.md +++ /dev/null @@ -1,49 +0,0 @@ -## 算法容器注册与加载方案 - -### 1. 整体架构图 -![整体架构图](./images/container_load.png) - -模块说明： - -1. discovery: 算法服务发现和路由 -2. registry: 算法注册器，包括本地算法和算法镜像 -3. scheduler: 调度器，对任务进行调度 -4. local manager: 本地算法任务(非容器化方式)管理 -5. container manager: 基于容器化方式的管理，是对底层容器编排能力的封装 - -### 2. 容器加载 -#### 2.1 容器管理器 - -负责管理组件所运行的容器的管理，与容器平台(如：Docker、Kubernetes等)进行对接，完成容器的编排管理。 - -#### 2.2 容器运行模式 - -##### 2.2.1 即用即销毁 -说明：一个task对应一个容器 -实现方式：通过容器命令接口启动容器任务, 任务运行结束上报其对应状态和相应输出给系统，并销毁当前容器。 - -##### 2.2.2 常驻服务(待实现) -说明：支持容器复用，多个task运行在一个容器里 -实现方式：flow服务内嵌至算法容器中，并暴露相关接口(run、stop等)给调度层。调度层通过容器支持服务接口启动task。容器启动后为常驻服务，供调度层调度。 - -### 3. 参数传递方式 -#### 3.1 环境变量 -适用于即用即销毁模式，容器启动时将参数放到算法容器环境变量里。 -#### 3.2 接口参数(待实现) -适用于常驻服务模式，启动task的方式为调用容器服务接口，并把所需参数作为接口参数传入。 - -### 4. 算法注册与加载(待实现) -1. 注册：flow提供镜像注册接口(provider)，内容定义： -```yaml -provider: fate -version: 2.0.0.alpha -way: docker -``` -注：provider为算法来源;version为算法版本号;way为算法形式，包括local、docker、kubernetes等 -2. 加载：dag配置可指定provider，flow通过provider加载出对应算法模块； - -### 5. 容器日志方案 -![日志方案图](./images/log.png) -- 文件映射 -- 日志接口 -- 队列缓存+日志接口 diff --git a/doc/quick_start.md b/doc/quick_start.md index 9d5c0ea4d..ddf6e2ec9 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -1,21 +1,25 @@ ## 快速入门 ### 1. 环境部署 -#### 1.1 Pypi包 +以下三种模式可根据需求自行选择一种 +#### 1.1 Pypi包安装 说明：此方式的运行模式为单机模式 ##### 1.1.1 安装 -- 安装fate flow +- [conda](https://docs.conda.io/projects/miniconda/en/latest/)环境准备及安装 +- 创建虚拟环境 ```shell -pip install fate_flow +# fate的运行环境为python>=3.8 +conda create -n fate_env python=3.8 +conda activate fate_env ``` -- 安装fate +- 安装fate flow ```shell -pip install fate +pip install fate_flow[fate,fate_cliet] ``` -说明：当前仅支持linux、macos版本。windows某些依赖可能装不上 + ##### 1.1.2 服务初始化 ```shell -fate_flow init --ip 127.0.0.1 --port 9380 --home /data +fate_flow init --ip 127.0.0.1 --port 9380 --home $HOME_DIR ``` - ip: 服务运行ip - port：服务运行时的http端口 @@ -27,10 +31,14 @@ fate_flow status/start/stop/restart ``` #### 1.2 单机版部署 +参考[单机版部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/standalone-deploy/README.zh.md) + #### 1.3 集群部署 +参考[allinone部署](https://github.com/FederatedAI/FATE/blob/dev-2.0.0-beta/deploy/cluster-deploy/allinone/fate-allinone_deployment_guide.zh.md) ### 2. 使用指南 -fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client==2.0.0.beta`下载。以下的使用操作均基于cli编写，你也可以通过SDK或者Pipeline中找到对应的操作接口。 +fate提供的客户端包括SDK、CLI和Pipeline，若你的环境中没有部署FATE Client,可以使用`pip install fate_client`下载，以下的使用操作均基于cli编写。 + #### 2.1 数据上传 在2.0-beta版本中，数据上传分为两步： - upload: 将数据上传到FATE支持存储服务中 @@ -545,3 +553,9 @@ flow output download-data -j $job_id -r $role -p $party_id -tn $task_name -o $do } ``` + +### 3.更多文档 +- [Restful-api](./swagger/swagger.json) +- [CLI](https://github.com/FederatedAI/FATE-Client/blob/dev-2.0.0-beta/python/fate_client/flow_cli/build/doc) +- [Pipeline](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/tutorial) +- [FATE算法](https://github.com/FederatedAI/FATE/tree/dev-2.0.0-beta/doc/2.0/components) diff --git a/doc/swagger/swagger.json b/doc/swagger/swagger.json new file mode 100644 index 000000000..e10bc5837 --- /dev/null +++ b/doc/swagger/swagger.json @@ -0,0 +1,2179 @@ +{ + "swagger": "2.0", + "basePath": "/v2", + "paths": { + "/client/client/create": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_client_CreateClientApp", + "parameters": [ + { + "description": "App name for the client", + "name": "app_name", + "type": "string", + "in": "formData" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/client/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_client_DeleteClientApp", + "parameters": [ + { + "description": "App ID for the client", + "name": "app_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/client/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_client_QueryClientApp", + "parameters": [ + { + "description": "App ID for the client", + "name": "app_id", + "type": "string", + "in": "query" + }, + { + "description": "App name for the client", + "name": "app_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/partner/create": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_client_CreatePartnerApp", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "App ID for the site", + "name": "app_id", + "type": "string", + "in": "query" + }, + { + "description": "App token for the site", + "name": "app_token", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/partner/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_client_DeletePartnerApp", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/partner/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_client_QueryPartnerApp", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/site/create": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_client_CreateSiteApp", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/site/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_client_DeleteSiteApp", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/client/site/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_client_QuerySiteApp", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "client" + ] + } + }, + "/data/component/dataframe/transformer": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_data_TransformerData", + "parameters": [ + { + "description": "Data output, content like: {name: xxx, namespace: xxx}", + "name": "data_warehouse", + "type": "string", + "in": "query" + }, + { + "description": "Namespace of the data table", + "name": "namespace", + "type": "string", + "in": "query" + }, + { + "description": "Name of the data table", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "Whether to destroy data if it already exists", + "name": "drop", + "type": "string", + "in": "query" + } + ], + "tags": [ + "data" + ] + } + }, + "/data/component/download": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_data_DownloadData", + "parameters": [ + { + "description": "Name of the data table", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "Namespace of the data table", + "name": "namespace", + "type": "string", + "in": "query" + }, + { + "description": "File path on the server", + "name": "path", + "type": "string", + "in": "query" + } + ], + "tags": [ + "data" + ] + } + }, + "/data/component/upload": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_data_UploadData", + "parameters": [ + { + "description": "File path on the server", + "name": "file", + "type": "string", + "in": "query" + }, + { + "description": "Whether the first row of the file is the data's head", + "name": "head", + "type": "string", + "in": "query" + }, + { + "description": "Number of data partitions", + "name": "partitions", + "type": "string", + "in": "query" + }, + { + "description": "Metadata of the data", + "name": "meta", + "type": "string", + "in": "query" + }, + { + "description": "Whether to automatically fill a column as data row ID", + "name": "extend_sid", + "type": "string", + "in": "query" + }, + { + "description": "Namespace of the data table", + "name": "namespace", + "type": "string", + "in": "query" + }, + { + "description": "Name of the data table", + "name": "name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "data" + ] + } + }, + "/data/download": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_data_Download", + "parameters": [ + { + "description": "Name of the data table", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "Namespace of the data table", + "name": "namespace", + "type": "string", + "in": "query" + }, + { + "description": "Whether the first row of the file is the data's head", + "name": "header", + "type": "string", + "in": "query" + }, + { + "description": "File path on the server", + "name": "path", + "type": "string", + "in": "query" + }, + { + "description": "Down Type:sync,async", + "name": "types", + "type": "string", + "in": "query" + } + ], + "tags": [ + "data" + ] + } + }, + "/job/clean": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_job_CleanJob", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/dag/dependency": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_job_DagDependency", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/list/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_job_QueryJobList", + "parameters": [ + { + "description": "Limit of rows or entries", + "name": "limit", + "type": "string", + "in": "query" + }, + { + "description": "Page number", + "name": "page", + "type": "string", + "in": "query" + }, + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Description information", + "name": "description", + "type": "string", + "in": "query" + }, + { + "description": "Participant information", + "name": "partner", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Status of the job or task", + "name": "status", + "type": "string", + "in": "query" + }, + { + "description": "Field name for sorting", + "name": "order_by", + "type": "string", + "in": "query" + }, + { + "description": "Sorting order: asc/desc", + "name": "order", + "type": "string", + "in": "query" + }, + { + "description": "Username provided by the upper-level system", + "name": "user_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/log/download": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_job_DownloadJobLogs", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/notes/add": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_job_AddNotes", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Tags and customizable information for tasks", + "name": "notes", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_job_QueryJob", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Status of the job or task", + "name": "status", + "type": "string", + "in": "query" + }, + { + "description": "Username provided by the upper-level system", + "name": "user_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/queue/clean": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_job_CleanQueue", + "tags": [ + "job" + ] + } + }, + "/job/rerun": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_job_RequestRerunJob", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/stop": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_job_RequestStopJob", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/submit": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_job_SubmitJob", + "parameters": [ + { + "description": "Definition and configuration of jobs, including the configuration of multiple tasks", + "name": "dag_schema", + "type": "string", + "in": "query" + }, + { + "description": "Username provided by the upper-level system", + "name": "user_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/task/list/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_job_QueryTaskList", + "parameters": [ + { + "description": "Limit of rows or entries", + "name": "limit", + "type": "string", + "in": "query" + }, + { + "description": "Page number", + "name": "page", + "type": "string", + "in": "query" + }, + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + }, + { + "description": "Field name for sorting", + "name": "order_by", + "type": "string", + "in": "query" + }, + { + "description": "Sorting order: asc/desc", + "name": "order", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/job/task/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_job_QueryTask", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Status of the job or task", + "name": "status", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + }, + { + "description": "Task ID", + "name": "task_id", + "type": "string", + "in": "query" + }, + { + "description": "Task version", + "name": "task_version", + "type": "string", + "in": "query" + } + ], + "tags": [ + "job" + ] + } + }, + "/log/count": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_log_Count", + "parameters": [ + { + "description": "Log level or type", + "name": "log_type", + "type": "string", + "in": "query" + }, + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + }, + { + "description": "Instance ID of the FATE Flow service", + "name": "instance_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "log" + ] + } + }, + "/log/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_log_Get", + "parameters": [ + { + "description": "Log level or type", + "name": "log_type", + "type": "string", + "in": "query" + }, + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + }, + { + "description": "Starting line number", + "name": "begin", + "type": "string", + "in": "query" + }, + { + "description": "Ending line number", + "name": "end", + "type": "string", + "in": "query" + }, + { + "description": "Instance ID of the FATE Flow service", + "name": "instance_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "log" + ] + } + }, + "/model/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_model_DeleteModel", + "parameters": [ + { + "description": "Model ID", + "name": "model_id", + "type": "string", + "in": "query" + }, + { + "description": "Model version", + "name": "model_version", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + }, + { + "description": "Primary key for output data or model of the task", + "name": "output_key", + "type": "string", + "in": "query" + } + ], + "tags": [ + "model" + ] + } + }, + "/model/export": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_model_Export", + "parameters": [ + { + "description": "Model ID", + "name": "model_id", + "type": "string", + "in": "query" + }, + { + "description": "Model version", + "name": "model_version", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Directory path on the server", + "name": "path", + "type": "string", + "in": "query" + } + ], + "tags": [ + "model" + ] + } + }, + "/model/import": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_model_ImportModel", + "parameters": [ + { + "description": "Model ID", + "name": "model_id", + "type": "string", + "in": "query" + }, + { + "description": "Model version", + "name": "model_version", + "type": "string", + "in": "query" + } + ], + "tags": [ + "model" + ] + } + }, + "/model/load": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_model_Load", + "tags": [ + "model" + ] + } + }, + "/model/migrate": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_model_Migrate", + "tags": [ + "model" + ] + } + }, + "/model/restore": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_model_Restore", + "tags": [ + "model" + ] + } + }, + "/model/store": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_model_Store", + "tags": [ + "model" + ] + } + }, + "/output/data/display": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_output_OutputDataDisplay", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/data/download": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_output_OutputDataDownload", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + }, + { + "description": "Primary key for output data or model of the task", + "name": "output_key", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/data/table": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_output_OutputDataTable", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/metric/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_output_DeleteMetric", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/metric/key/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_output_QueryMetricKey", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/metric/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_output_QueryMetric", + "parameters": [ + { + "description": "Site ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + }, + { + "description": "Filter conditions", + "name": "filters", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/model/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_output_DeleteModel", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/model/download": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_output_Download", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/output/model/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_output_QueryModel", + "parameters": [ + { + "description": "Job ID", + "name": "job_id", + "type": "string", + "in": "query" + }, + { + "description": "Role of the participant: guest/host/arbiter/local", + "name": "role", + "type": "string", + "in": "query" + }, + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Task name", + "name": "task_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "output" + ] + } + }, + "/permission/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_permission_Delete", + "parameters": [ + { + "description": "App ID", + "name": "app_id", + "type": "string", + "in": "query" + }, + { + "description": "Permission name", + "name": "role", + "type": "string", + "in": "query" + } + ], + "tags": [ + "permission" + ] + } + }, + "/permission/grant": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_permission_Grant", + "parameters": [ + { + "description": "App ID", + "name": "app_id", + "type": "string", + "in": "query" + }, + { + "description": "Permission name", + "name": "role", + "type": "string", + "in": "query" + } + ], + "tags": [ + "permission" + ] + } + }, + "/permission/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_permission_Query", + "parameters": [ + { + "description": "App ID", + "name": "app_id", + "type": "string", + "in": "query" + } + ], + "tags": [ + "permission" + ] + } + }, + "/permission/resource/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_permission_DeleteResourcePermission", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Component name", + "name": "component", + "type": "string", + "in": "query" + }, + { + "description": "List of datasets", + "name": "dataset", + "type": "string", + "in": "query" + } + ], + "tags": [ + "permission" + ] + } + }, + "/permission/resource/grant": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_permission_GrantResourcePermission", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Component name", + "name": "component", + "type": "string", + "in": "query" + }, + { + "description": "List of datasets", + "name": "dataset", + "type": "string", + "in": "query" + } + ], + "tags": [ + "permission" + ] + } + }, + "/permission/resource/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_permission_QueryResourcePrivilege", + "parameters": [ + { + "description": "Site ID", + "name": "party_id", + "type": "string", + "in": "query" + }, + { + "description": "Component name", + "name": "component", + "type": "string", + "in": "query" + }, + { + "description": "List of datasets", + "name": "dataset", + "type": "string", + "in": "query" + } + ], + "tags": [ + "permission" + ] + } + }, + "/permission/role/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_permission_QueryRoles", + "tags": [ + "permission" + ] + } + }, + "/provider/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_provider_Delete", + "parameters": [ + { + "description": "Component provider name", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "Component running mode", + "name": "device", + "type": "string", + "in": "query" + }, + { + "description": "Component version", + "name": "version", + "type": "string", + "in": "query" + }, + { + "description": "Registered algorithm full name, provider + ':' + version + '@' + running mode, e.g., fate:2.0.0@local", + "name": "provider_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "provider" + ] + } + }, + "/provider/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_provider_Query", + "parameters": [ + { + "description": "Component provider name", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "Component running mode", + "name": "device", + "type": "string", + "in": "query" + }, + { + "description": "Component version", + "name": "version", + "type": "string", + "in": "query" + }, + { + "description": "Registered algorithm full name, provider + ':' + version + '@' + running mode, e.g., fate:2.0.0@local", + "name": "provider_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "provider" + ] + } + }, + "/provider/register": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_provider_Register", + "parameters": [ + { + "description": "Component provider name", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "Component running mode", + "name": "device", + "type": "string", + "in": "query" + }, + { + "description": "Component version", + "name": "version", + "type": "string", + "in": "query" + }, + { + "description": "Detailed information about component registration", + "name": "metadata", + "type": "string", + "in": "query" + } + ], + "tags": [ + "provider" + ] + } + }, + "/server/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_server_DeleteServer", + "parameters": [ + { + "description": "Server name", + "name": "server_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "server" + ] + } + }, + "/server/fateflow": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_server_FateFlowServerInfo", + "tags": [ + "server" + ] + } + }, + "/server/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_server_QueryServer", + "parameters": [ + { + "description": "Server name", + "name": "server_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "server" + ] + } + }, + "/server/query/all": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_server_QueryAll", + "tags": [ + "server" + ] + } + }, + "/server/registry": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_server_RegisterServer", + "parameters": [ + { + "description": "Server name", + "name": "server_name", + "type": "string", + "in": "query" + }, + { + "description": "Host IP", + "name": "host", + "type": "string", + "in": "query" + }, + { + "description": "Service port", + "name": "port", + "type": "string", + "in": "query" + }, + { + "description": "Protocol: http/https", + "name": "protocol", + "type": "string", + "in": "query" + } + ], + "tags": [ + "server" + ] + } + }, + "/server/service/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_server_DeleteService", + "parameters": [ + { + "description": "Server name", + "name": "server_name", + "type": "string", + "in": "query" + }, + { + "description": "Service name", + "name": "service_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "server" + ] + } + }, + "/server/service/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_server_QueryService", + "parameters": [ + { + "description": "Server name", + "name": "server_name", + "type": "string", + "in": "query" + }, + { + "description": "Service name", + "name": "service_name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "server" + ] + } + }, + "/server/service/registry": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_server_RegistryService", + "parameters": [ + { + "description": "Server name", + "name": "server_name", + "type": "string", + "in": "query" + }, + { + "description": "Service name", + "name": "service_name", + "type": "string", + "in": "query" + }, + { + "description": "Service path", + "name": "uri", + "type": "string", + "in": "query" + }, + { + "description": "Request method: POST/GET, etc.", + "name": "method", + "type": "string", + "in": "query" + }, + { + "description": "Request header parameters", + "name": "params", + "type": "string", + "in": "query" + }, + { + "description": "Request body parameters", + "name": "data", + "type": "string", + "in": "query" + }, + { + "description": "Request headers", + "name": "headers", + "type": "string", + "in": "query" + }, + { + "description": "Protocol: http/https", + "name": "protocol", + "type": "string", + "in": "query" + } + ], + "tags": [ + "server" + ] + } + }, + "/site/info/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_site_QuerySiteInfo", + "tags": [ + "site" + ] + } + }, + "/table/bind/path": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_table_BindPath", + "parameters": [ + { + "description": "Namespace of the data table", + "name": "namespace", + "type": "string", + "in": "query" + }, + { + "description": "Name of the data table", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "File path on the server", + "name": "path", + "type": "string", + "in": "query" + } + ], + "tags": [ + "table" + ] + } + }, + "/table/delete": { + "post": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "post_table_DeleteTable", + "parameters": [ + { + "description": "Namespace of the data table", + "name": "namespace", + "type": "string", + "in": "query" + }, + { + "description": "Name of the data table", + "name": "name", + "type": "string", + "in": "query" + } + ], + "tags": [ + "table" + ] + } + }, + "/table/query": { + "get": { + "responses": { + "200": { + "description": "Success" + } + }, + "operationId": "get_table_QueryTable", + "parameters": [ + { + "description": "Namespace of the data table", + "name": "namespace", + "type": "string", + "in": "query" + }, + { + "description": "Name of the data table", + "name": "name", + "type": "string", + "in": "query" + }, + { + "description": "Whether to return preview data", + "name": "display", + "type": "string", + "in": "query" + } + ], + "tags": [ + "table" + ] + } + } + }, + "info": { + "title": "FATE Flow restful api", + "version": "2.0.0-beta" + }, + "produces": [ + "application/json" + ], + "consumes": [ + "application/json" + ], + "tags": [ + { + "name": "permission", + "description": "permission-Related Operations" + }, + { + "name": "log", + "description": "log-Related Operations" + }, + { + "name": "site", + "description": "site-Related Operations" + }, + { + "name": "table", + "description": "table-Related Operations" + }, + { + "name": "provider", + "description": "provider-Related Operations" + }, + { + "name": "model", + "description": "model-Related Operations" + }, + { + "name": "server", + "description": "server-Related Operations" + }, + { + "name": "data", + "description": "data-Related Operations" + }, + { + "name": "client", + "description": "client-Related Operations" + }, + { + "name": "output", + "description": "output-Related Operations" + }, + { + "name": "job", + "description": "job-Related Operations" + } + ], + "responses": { + "ParseError": { + "description": "When a mask can't be parsed" + }, + "MaskError": { + "description": "When any error occurs on mask" + } + } +} \ No newline at end of file From 253487a4f6735ce4a1ac9c33b6caf2f97a555eff Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Sep 2023 17:24:14 +0800 Subject: [PATCH 258/482] update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements.txt | 3 --- python/setup.py | 47 ++++++++++++++++++++++++++++++++++++++--- 2 files changed, 44 insertions(+), 6 deletions(-) diff --git a/python/requirements.txt b/python/requirements.txt index f7bab6909..786714ebd 100644 --- a/python/requirements.txt +++ b/python/requirements.txt @@ -15,6 +15,3 @@ # spark -r requirements-spark.txt - -# fate --r requirements-fate.txt \ No newline at end of file diff --git a/python/setup.py b/python/setup.py index 97ba97190..7db2818d8 100644 --- a/python/setup.py +++ b/python/setup.py @@ -5,8 +5,49 @@ from setuptools import find_packages, setup, Command packages = find_packages(".") -install_requires = [] -extras_require = {} +install_requires = [ + "apsw<=3.10", + "Flask==2.2.5", + "grpcio==1.46.3", + "grpcio-tools==1.46.3", + "requests<2.26.0", + "urllib3==1.26.5", + "ruamel-yaml==0.16.10", + "cachetools==3.0.0", + "filelock==3.3.1", + "pydantic==1.10.7", + "webargs", + "peewee==3.9.3", + "python-dotenv==0.13.0", + "pyyaml==5.4.1", + "networkx", + "psutil>=5.7.0", + "casbin_peewee_adapter", + "casbin", + "pymysql", + "kazoo", + "shortuuid", + "cos-python-sdk-v5==1.9.10", + "typing-extensions==4.5.0" +] +extras_require = { + "rabbitmq": ["pika==1.2.1"], + "pulsar": ["pulsar-client==2.10.2"], + "spark": ["pyspark"], + "eggroll": [ + "grpcio==1.46.3", + "grpcio-tools==1.46.3", + "numba==0.56.4", + "protobuf==3.19.6", + "pyarrow==6.0.1", + "mmh3==3.0.0", + "cachetools>=3.0.0", + "cloudpickle==2.1.0", + "psutil>=5.7.0", + ], + "all": ["fate_flow[rabbitmq,pulsar,spark,eggroll]"], +} + CONF_NAME = "conf" PACKAGE_NAME = "fate_flow" @@ -58,7 +99,7 @@ def run(self): install_requires=install_requires, extras_require=extras_require, package_data={ - "fate_flow": [f"{CONF_NAME}/*", ENV_NAME] + "fate_flow": [f"{CONF_NAME}/*", ENV_NAME, "commands/*"] }, python_requires=">=3.8", cmdclass={ From 697e20107e78787788557c45abbd1926f5a514dc Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Sep 2023 17:29:41 +0800 Subject: [PATCH 259/482] update quick start Signed-off-by: zhihuiwan <15779896112@163.com> --- doc/quick_start.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/quick_start.md b/doc/quick_start.md index ddf6e2ec9..5b6e1f402 100644 --- a/doc/quick_start.md +++ b/doc/quick_start.md @@ -12,9 +12,9 @@ conda create -n fate_env python=3.8 conda activate fate_env ``` -- 安装fate flow +- 安装fate flow及相关依赖 ```shell -pip install fate_flow[fate,fate_cliet] +pip install fate_client[fate,fate_flow]==2.0.0.b0 ``` ##### 1.1.2 服务初始化 From ebe54cbd38e8d92228b3277e9e5d116c7aae29f9 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Thu, 7 Sep 2023 17:34:26 +0800 Subject: [PATCH 260/482] delete fate req Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-fate.txt | 16 ---------------- 1 file changed, 16 deletions(-) delete mode 100644 python/requirements-fate.txt diff --git a/python/requirements-fate.txt b/python/requirements-fate.txt deleted file mode 100644 index 4663bf683..000000000 --- a/python/requirements-fate.txt +++ /dev/null @@ -1,16 +0,0 @@ -click -scikit-learn==1.0.1 -pandas==1.1.5 -protobuf==3.19.6 -pydantic -typing-extensions -ruamel-yaml==0.16.10 -requests<2.26.0 -cloudpickle==2.1.0 -lmdb==1.3.0 -numpy==1.23.1 -torch==1.13.1 -urllib3==1.26.5 -grpcio==1.46.3 -beautifultable -rust_paillier From d78a619e9ba6674b89c9368a7e3ff15cdf4440f9 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 8 Sep 2023 14:13:49 +0800 Subject: [PATCH 261/482] update requirements Signed-off-by: zhihuiwan <15779896112@163.com> --- python/requirements-flow.txt | 2 +- python/setup.py | 20 ++++++++++---------- 2 files changed, 11 insertions(+), 11 deletions(-) diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt index 95655da35..bde0640ec 100644 --- a/python/requirements-flow.txt +++ b/python/requirements-flow.txt @@ -8,7 +8,7 @@ urllib3==1.26.5 ruamel-yaml==0.16.10 cachetools==3.0.0 filelock==3.3.1 -pydantic==1.10.7 +pydantic==1.10.12 webargs peewee==3.9.3 python-dotenv==0.13.0 diff --git a/python/setup.py b/python/setup.py index 7db2818d8..008a8d29b 100644 --- a/python/setup.py +++ b/python/setup.py @@ -11,15 +11,15 @@ "grpcio==1.46.3", "grpcio-tools==1.46.3", "requests<2.26.0", - "urllib3==1.26.5", - "ruamel-yaml==0.16.10", - "cachetools==3.0.0", - "filelock==3.3.1", - "pydantic==1.10.7", + "urllib3", + "ruamel-yaml", + "cachetools", + "filelock", + "pydantic", "webargs", - "peewee==3.9.3", - "python-dotenv==0.13.0", - "pyyaml==5.4.1", + "peewee", + "python-dotenv", + "pyyaml", "networkx", "psutil>=5.7.0", "casbin_peewee_adapter", @@ -27,8 +27,8 @@ "pymysql", "kazoo", "shortuuid", - "cos-python-sdk-v5==1.9.10", - "typing-extensions==4.5.0" + "cos-python-sdk-v5", + "typing-extensions" ] extras_require = { "rabbitmq": ["pika==1.2.1"], From 6b37350cbcfd8281fac67e2de79e23e3cdd8f320 Mon Sep 17 00:00:00 2001 From: zhihuiwan <15779896112@163.com> Date: Fri, 8 Sep 2023 16:12:43 +0800 Subject: [PATCH 262/482] update doc Signed-off-by: zhihuiwan <15779896112@163.com> --- .github/workflows/doc.yml | 16 +- doc/build/build.py | 38 ++ doc/fate_flow.md | 110 +++++ doc/fate_flow.zh.md | 110 +++++ doc/index.md | 4 + doc/index.zh.md | 4 + doc/mkdocs/README.md | 79 ++++ doc/mkdocs/assets/animations/ml.json | 1 + doc/mkdocs/css/custom.css | 39 ++ doc/mkdocs/css/extra.css | 34 ++ doc/mkdocs/css/landing.css | 144 ++++++ doc/mkdocs/css/termynal.css | 110 +++++ doc/mkdocs/docker/Dockerfile | 31 ++ doc/mkdocs/docker/README.md | 25 ++ doc/mkdocs/js/custom.js | 106 +++++ doc/mkdocs/js/lottie-player.js | 181 ++++++++ doc/mkdocs/js/termynal.js | 265 +++++++++++ doc/mkdocs/requirements.txt | 7 + doc/mkdocs/theme/README.md | 1 + doc/mkdocs/theme/overrides/home.html | 92 ++++ doc/mkdocs/theme/overrides/home.zh.html | 90 ++++ doc/quick_start.md | 4 +- doc/quick_start.zh.md | 561 ++++++++++++++++++++++++ doc/swagger/index.md | 3 + doc/system_conf.zh.md | 221 ++++++++++ mkdocs.yml | 28 +- 26 files changed, 2278 insertions(+), 26 deletions(-) create mode 100644 doc/build/build.py create mode 100644 doc/fate_flow.md create mode 100644 doc/fate_flow.zh.md create mode 100644 doc/index.md create mode 100644 doc/index.zh.md create mode 100644 doc/mkdocs/README.md create mode 100644 doc/mkdocs/assets/animations/ml.json create mode 100644 doc/mkdocs/css/custom.css create mode 100644 doc/mkdocs/css/extra.css create mode 100644 doc/mkdocs/css/landing.css create mode 100644 doc/mkdocs/css/termynal.css create mode 100644 doc/mkdocs/docker/Dockerfile create mode 100644 doc/mkdocs/docker/README.md create mode 100644 doc/mkdocs/js/custom.js create mode 100644 doc/mkdocs/js/lottie-player.js create mode 100644 doc/mkdocs/js/termynal.js create mode 100644 doc/mkdocs/requirements.txt create mode 100644 doc/mkdocs/theme/README.md create mode 100644 doc/mkdocs/theme/overrides/home.html create mode 100644 doc/mkdocs/theme/overrides/home.zh.html create mode 100644 doc/quick_start.zh.md create mode 100644 doc/swagger/index.md create mode 100644 doc/system_conf.zh.md diff --git a/.github/workflows/doc.yml b/.github/workflows/doc.yml index 36834f3a0..ccbcd5b2a 100644 --- a/.github/workflows/doc.yml +++ b/.github/workflows/doc.yml @@ -4,7 +4,8 @@ on: push: branches: - 'main' - - 'develop-[0-9].[0-9].[0-9]' + - 'develop-[0-9]+.[0-9]+.[0-9]+' + - 'build-doc-[0-9]+.[0-9]+.[0-9]+' schedule: - cron: '0 8 * * *' @@ -38,9 +39,14 @@ jobs: - name: build doc via mike shell: bash run: | - VERSION='${{ github.ref_name }}' - [ "$VERSION" == main ] && { VERSION=latest; ALIAS='main master'; } - VERSION="${VERSION#develop-}" - + if [[ "${{ github.ref_name }}" == 'main' ]]; then + VERSION=latest + ALIAS='main master' + elif [[ "${{ github.ref_name }}" == 'develop-'* ]]; then + VERSION="${{ github.ref_name | replace('develop-', '') }}" + elif [[ "${{ github.ref_name }}" == 'build-doc-'* ]]; then + VERSION="${{ github.ref_name | replace('build-doc-', '') }}" + fi + mike deploy --push --update-aliases "$VERSION" $ALIAS mike set-default --push latest diff --git a/doc/build/build.py b/doc/build/build.py new file mode 100644 index 000000000..39eac2b4e --- /dev/null +++ b/doc/build/build.py @@ -0,0 +1,38 @@ +import json +import os.path +import subprocess +import sys +import threading + +import requests + + +def run_script(script_path, *args): + result = subprocess.run(['python', script_path, *args]) + return result.stderr + + +if __name__ == '__main__': + base_dir = os.path.dirname(__file__) + build_path = os.path.join(base_dir, 'build_swagger_server.py') + + thread = threading.Thread(target=run_script, args=(build_path,)) + thread.start() + # + thread.join() + build_path = os.path.join(base_dir, 'swagger_server.py') + port = "50000" + server = threading.Thread(target=run_script, args=(build_path, port)) + + result = server.start() + + import time + time.sleep(3) + data = requests.get(url=f"http://127.0.0.1:{port}/swagger.json").text + data = json.loads(data) + swagger_file = os.path.join(os.path.dirname(base_dir), "swagger", "swagger.json") + os.makedirs(os.path.dirname(swagger_file), exist_ok=True) + with open(swagger_file, "w") as fw: + json.dump(data, fw, indent=4) + print("build success!") + sys.exit() diff --git a/doc/fate_flow.md b/doc/fate_flow.md new file mode 100644 index 000000000..9360d44db --- /dev/null +++ b/doc/fate_flow.md @@ -0,0 +1,110 @@ +# Overall Design + +## 1. Logical Architecture + +- DSL defined jobs +- Top-down vertical subtask flow scheduling, multi-participant joint subtask coordination +- Independent isolated task execution work processes +- Support for multiple types and versions of components +- Computational abstraction API +- Storage abstraction API +- Cross-party transfer abstraction API + +![](./images/fate_flow_logical_arch.png) + +## 2. Service Architecture + +### 2.1 FATE + +![](./images/fate_arch.png) + +### 2.2 FATE Flow + +![](./images/fate_flow_arch.png) + +## 3. [Scheduling Architecture](./fate_flow_job_scheduling.md) + +### 3.1 A new scheduling architecture based on shared-state + +- Stripping state (resources, jobs) and managers (schedulers, resource managers) +- Resource state and job state are persisted in MySQL and shared globally to provide reliable transactional operations +- Improve the high availability and scalability of managed services +- Jobs can be intervened to support restart, rerun, parallel control, resource isolation, etc. + +![](./images/fate_flow_scheduling_arch.png) + +### 3.2 State-Driven Scheduling + +- Resource coordination +- Pull up the child process Executor to run the component +- Executor reports state to local Server and also to scheduler +- Multi-party task state calculation of federal task state +- Upstream and downstream task states compute job states + +![](./images/fate_flow_resource_process.png) + +## 4. [Multiparty Resource Coordination](./fate_flow_resource_management.md) + +- The total resource size of each engine is configured through the configuration file, and the system is subsequently interfaced +- The cores_per_node in the total resource size indicates the number of cpu cores per compute node, and nodes indicates the number of compute nodes. +- FATEFlow server reads the resource size configuration from the configuration file when it starts and registers the update to the database +- The resources are requested in Job dimension, and take effect when Job Conf is submitted, formula: task_parallelism*task_cores +- See separate section of the documentation for details + +## 5. [Data Flow Tracking](./fate_flow_tracking.md) + +- Definition + - metric type: metric type, such as auc, loss, ks, etc. + - metric namespace: custom metric namespace, e.g. train, predict + - metric name: custom metric name, e.g. auc0, hetero_lr_auc0 + - metric data: metric data in key-value form + - metric meta: metric meta information in key-value form, support flexible drawing +- API + - log_metric_data(metric_namespace, metric_name, metrics) + - set_metric_meta(metric_namespace, metric_name, metric_meta) + - get_metric_data(metric_namespace, metric_name) + - get_metric_meta(metric_namespace, metric_name) + +## 6. [Realtime Monitoring](./fate_flow_monitoring.md) + +- Job process survivability detection +- Job timeout detection +- Resource recovery detection +- Base engine session timeout detection + +![](./images/fate_flow_detector.png) + +## 7. [Task Component Registry](./fate_flow_component_registry.md) + +![](./images/fate_flow_component_registry.png) + +## 8. [Multi-Party Federated Model Registry](./fate_flow_model_registry.md) + +- Using Google Protocol Buffer as the model storage protocol, using cross-language sharing, each algorithmic model consists of two parts: ModelParam & ModelMeta +- A Pipeline generates a series of algorithmic models +- The model named Pipeline stores Pipeline modeling DSL and online inference DSL +- Under federal learning, model consistency needs to be guaranteed for all participants, i.e., model binding +- model_key is the model identifier defined by the user when submitting the task +- The model IDs of the federated parties are the party identification information role, party_id, plus model_key +- The model version of the federated parties must be unique and consistent, and FATE-Flow directly sets it to job_id + +![](./images/fate_flow_pipelined_model.png){: style="height:400px;width:450px"} + +![](./images/fate_flow_model_storage.png){: style="height:400px;width:800px"} + +## 9. [Data Access](./fate_flow_data_access.md) + +- Upload. + - External storage is imported directly to FATE Storage, creating a new DTable + - When the job runs, Reader reads directly from Storage + +- Table Bind. + - Key the external storage address to a new DTable in FATE + - When the job is running, Reader reads data from external storage via Meta and transfers it to FATE Storage + - Connecting to the Big Data ecosystem: HDFS, Hive/MySQL + +![](./images/fate_flow_inputoutput.png) + +## 10. [Multi-Party Collaboration Authority Management](./fate_flow_authority_management.md) + +![](./images/fate_flow_authorization.png) \ No newline at end of file diff --git a/doc/fate_flow.zh.md b/doc/fate_flow.zh.md new file mode 100644 index 000000000..0aa3ec000 --- /dev/null +++ b/doc/fate_flow.zh.md @@ -0,0 +1,110 @@ +# 整体设计 + +## 1. 逻辑架构 + +- DSL定义作业 +- 自顶向下的纵向子任务流调度、多参与方联合子任务协调 +- 独立隔离的任务执行工作进程 +- 支持多类型多版本组件 +- 计算抽象API +- 存储抽象API +- 跨方传输抽象API + +![](./images/fate_flow_logical_arch.png) + +## 2. 整体架构 + +### 2.1 FATE整体架构 + +![](./images/fate_arch.png) + +### 2.2 FATE Flow整体架构 + +![](./images/fate_flow_arch.png) + +## 3. [调度架构](./fate_flow_job_scheduling.zh.md) + +### 3.1 基于共享状态的全新调度架构 + +- 剥离状态(资源、作业)与管理器(调度器、资源管理器) +- 资源状态与作业状态持久化存于MySQL，全局共享，提供可靠事务性操作 +- 提高管理服务的高可用与扩展性 +- 作业可介入，支持实现如重启、重跑、并行控制、资源隔离等 + +![](./images/fate_flow_scheduling_arch.png) + +### 3.2 状态驱动调度 + +- 资源协调 +- 拉起子进程Executor运行组件 +- Executor上报状态到本方Server，并且同时上报到调度方 +- 多方任务状态计算联邦任务状态 +- 上下游任务状态计算作业作态 + +![](./images/fate_flow_resource_process.png) + +## 4. [多方资源协调](./fate_flow_resource_management.zh.md) + +- 每个引擎总资源大小通过配置文件配置，后续实现系统对接 +- 总资源大小中的cores_per_node表示每个计算节点cpu核数，nodes表示计算节点个数 +- FATEFlow server启动时从配置文件读取资源大小配置，并注册更新到数据库 +- 以Job维度申请资源，Job Conf提交时生效，公式：task_parallelism*task_cores +- 详细请看文档单独章节 + +## 5. [数据流动追踪](./fate_flow_tracking.zh.md) + +- 定义 + - metric type: 指标类型，如auc, loss, ks等等 + - metric namespace: 自定义指标命名空间，如train, predict + - metric name: 自定义指标名称，如auc0，hetero_lr_auc0 + - metric data: key-value形式的指标数据 + - metric meta: key-value形式的指标元信息，支持灵活画图 +- API + - log_metric_data(metric_namespace, metric_name, metrics) + - set_metric_meta(metric_namespace, metric_name, metric_meta) + - get_metric_data(metric_namespace, metric_name) + - get_metric_meta(metric_namespace, metric_name) + +## 6. [作业实时监测](./fate_flow_monitoring.zh.md) + +- 工作进程存活性检测 +- 作业超时检测 +- 资源回收检测 +- 基础引擎会话超时检测 + +![](./images/fate_flow_detector.png) + +## 7. [任务组件中心](./fate_flow_component_registry.zh.md) + +![](./images/fate_flow_component_registry.png) + +## 8. [多方联合模型注册中心](./fate_flow_model_registry.zh.md) + +- 使用Google Protocol Buffer作为模型存储协议，利用跨语言共享，每个算法模型由两部分组成：ModelParam & ModelMeta +- 一个Pipeline产生一系列算法模型 +- 命名为Pipeline的模型存储Pipeline建模DSL及在线推理DSL +- 联邦学习下，需要保证所有参与方模型一致性，即模型绑定 +- model_key为用户提交任务时定义的模型标识 +- 联邦各方的模型ID由本方标识信息role、party_id，加model_key +- 联邦各方的模型版本必须唯一且保持一致，FATE-Flow直接设置为job_id + +![](./images/fate_flow_pipelined_model.png){: style="height:400px;width:450px"} + +![](./images/fate_flow_model_storage.png){: style="height:400px;width:800px"} + +## 9. [数据接入](./fate_flow_data_access.zh.md) + +- Upload： + - 外部存储直接导入到FATE Storage，创建一个新的DTable + - 作业运行时，Reader直接从Storage读取 + +- Table Bind： + - 外部存储地址关键到FATE一个新的DTable + - 作业运行时，Reader通过Meta从外部存储读取数据并转存到FATE Storage + - 打通大数据生态：HDFS，Hive/MySQL + +![](./images/fate_flow_inputoutput.png) + +## 10. [多方合作权限管理](./fate_flow_authority_management.zh.md) + +![](./images/fate_flow_authorization.png) diff --git a/doc/index.md b/doc/index.md new file mode 100644 index 000000000..f0e348a2f --- /dev/null +++ b/doc/index.md @@ -0,0 +1,4 @@ +--- +template: overrides/home.html +title: Secure, Privacy-preserving Machine Learning Multi-Party Schduling System +--- diff --git a/doc/index.zh.md b/doc/index.zh.md new file mode 100644 index 000000000..31085da96 --- /dev/null +++ b/doc/index.zh.md @@ -0,0 +1,4 @@ +--- +template: overrides/home.zh.html +title: 安全，隐私保护的机器学习多方调度系统 +--- diff --git a/doc/mkdocs/README.md b/doc/mkdocs/README.md new file mode 100644 index 000000000..842eea2c2 --- /dev/null +++ b/doc/mkdocs/README.md @@ -0,0 +1,79 @@ +# Build + +## use docker + +At repo root, execute + +```sh +docker run --rm -it -p 8000:8000 -v ${PWD}:/docs sagewei0/mkdocs +``` + +to serve docs in http://localhost:8000 + +or + +```sh +docker run --rm -it -p 8000:8000 -v ${PWD}:/docs sagewei0/mkdocs build +``` + +to build docs to `site` folder. + +## manually + +[`mkdocs-material`](https://pypi.org/project/mkdocs-material/) and servel plugins are needed to build this docs + +Fisrt, create an python virtual environment + +```sh +python3 -m venv "fatedocs" +source fatedocs/bin/activate +pip install -U pip +``` +And then install requirements + +```sh +pip install -r doc/mkdocs/requirements.txt +``` + +Now, use + +```sh +mkdocs serve +``` + +at repo root to serve docs or + +use + +```sh +mkdocs build +``` + +at repo root to build docs to folder `site` + + +# Develop guide + +We use [mkdocs-material](https://squidfunk.github.io/mkdocs-material/) to build our docs. +Servel markdown extensions are really useful to write pretty documents such as +[admonitions](https://squidfunk.github.io/mkdocs-material/reference/admonitions/) and +[content-tabs](https://squidfunk.github.io/mkdocs-material/reference/content-tabs/). + +Servel plugins are introdused to makes mkdocs-material much powerful: + + +- [mkdocstrings](https://mkdocstrings.github.io/usage/) + automatic documentation from sources code. We mostly use this to automatic generate + `params api` for `federatedml`. + +- [awesome-pages](https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin) + for powerful nav rule + +- [i18n](https://ultrabug.github.io/mkdocs-static-i18n/) + for multi-languege support + +- [mkdocs-jupyter](https://github.com/danielfrg/mkdocs-jupyter) + for jupyter format support + +- [mkdocs-simple-hooks](https://github.com/aklajnert/mkdocs-simple-hooks) + for simple plugin-in \ No newline at end of file diff --git a/doc/mkdocs/assets/animations/ml.json b/doc/mkdocs/assets/animations/ml.json new file mode 100644 index 000000000..418556228 --- /dev/null +++ b/doc/mkdocs/assets/animations/ml.json @@ -0,0 +1 @@ +{"v":"5.5.7","meta":{"g":"LottieFiles AE 0.1.20","a":"","k":"","d":"","tc":""},"fr":60,"ip":0,"op":240,"w":180,"h":180,"nm":"Particles","ddd":0,"assets":[],"layers":[{"ddd":0,"ind":1,"ty":4,"nm":"Yellow 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!important; + padding-top: 0 !important; +} + +/* Don't show permalink of hidden ToC entries. */ +h6.hidden-toc a.headerlink { + display: none; +} + +/* Avoid breaking parameters name, etc. in table cells. */ +td code { + word-break: normal !important; +} + +/* For pieces of Markdown rendered in table cells. */ +td p { + margin-top: 0 !important; + margin-bottom: 0 !important; +} diff --git a/doc/mkdocs/css/extra.css b/doc/mkdocs/css/extra.css new file mode 100644 index 000000000..ede6e6139 --- /dev/null +++ b/doc/mkdocs/css/extra.css @@ -0,0 +1,34 @@ +/* Remove default title on the page */ +.md-content__inner h1:first-child { + display: none; +} + +/* Adjust to 2px to align with the title */ +.md-logo { + padding-top: 6px; +} + +.btn { + border: none; + padding: 14px 28px; + cursor: pointer; + display: inline-block; + + background: #009688; + color: white; +} + +.btn:hover { + background: #00bfa5; + color: white; +} + +.center { + display: block; + margin-left: auto; + margin-right: auto; +} + +.text-center { + text-align: center; +} diff --git a/doc/mkdocs/css/landing.css b/doc/mkdocs/css/landing.css new file mode 100644 index 000000000..e0ebdb147 --- /dev/null +++ b/doc/mkdocs/css/landing.css @@ -0,0 +1,144 @@ +.tx-container { + background: + linear-gradient(to bottom, var(--md-primary-fg-color), #2196f3 100%, var(--md-default-bg-color) 100%) +} + +[data-md-color-scheme=slate] .tx-container { + background: + linear-gradient(to bottom, var(--md-primary-fg-color), #2196f3 100%, var(--md-default-bg-color) 100%) +} + +.tx-landing { + margin: 0 .8rem; + color: var(--md-primary-bg-color) +} + +.tx-landing h1 { + margin-bottom: 1rem; + color: currentColor; + font-weight: 700 +} + +@media screen and (max-width: 30em) { + .tx-landing h1 { + font-size: 1.4rem + } +} + +.tx-landing__content p a { + color: inherit; + text-decoration: underline; +} + +.tx-landing__testimonials { + width: 100%; + text-align: center; +} + +.tx-landing__content p a:hover { + color: darkblue; + text-decoration: underline; +} + +.tx-landing__logos { + display: flex; + flex-direction: row; + flex-wrap: wrap; + justify-content: center; +} + +.tx-landing__logos img { + height: 8vh; + max-height: 81px; /* max height of images */ + width: auto; + margin: 2vh; + vertical-align: middle; +} + +.tx-landing__quotes { + padding-bottom: 5em; + text-align: center; +} + +@media screen and (min-width: 60em) { + .tx-landing__quotes { + margin: 1em 5em; + } +} + +.tx-landing__quotes figure { + margin: 2em auto 2em auto; +} + +.tx-landing__quote { + display: flex; + border-radius: 1em; + padding: 1em 1em 0 1em; + background: var(--md-primary-fg-color); +} + +.tx-landing__quote blockquote { + border: 0; + color: #fff; +} + +.tx-landing__quote a img { + height: 6vh; + max-height: 81px; /* max height of images */ + display: block; + margin-left: auto; + margin-right: auto; +} + +@media screen and (min-width: 60em) { + .tx-container { + padding-bottom: 14vw + } + + .tx-landing { + display: flex; + align-items: stretch + } + + .tx-landing__content { + max-width: 24rem; + margin-top: 3.5rem; + } + + .tx-landing__image { + order: 1; + width: 38rem; + transform: translateX(4rem) + } +} + +@media screen and (min-width: 77em) { + .tx-landing__image { + transform: translateX(8rem) + } +} + +.tx-landing .md-button { + margin-top: .5rem; + margin-right: .5rem; + color: var(--md-primary-bg-color) +} + +.tx-landing .md-button:hover, .tx-landing .md-button:focus { + color: var(--md-default-bg-color); + background-color: #8bc34a; + border-color: #8bc34a +} + +.md-typeset lottie-player { + max-width: 100%; + height: auto; +} + +.md-announce a { + color: var(--md-primary-bg-color); +} + +.md-banner a { + color: var(--md-primary-bg-color); +} diff --git a/doc/mkdocs/css/termynal.css b/doc/mkdocs/css/termynal.css new file mode 100644 index 000000000..f02626e3d --- /dev/null +++ b/doc/mkdocs/css/termynal.css @@ -0,0 +1,110 @@ +/** + * termynal.js + * + * @author Ines Montani + * @version 0.0.1 + 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#f4c025, 50px 0 0 #3ec930; +} + +[data-termynal]:after { + content: 'bash'; + position: absolute; + color: var(--color-text-subtle); + top: 5px; + left: 0; + width: 100%; + text-align: center; +} + +a[data-terminal-control] { + text-align: right; + display: block; + color: #aebbff; +} + +[data-ty] { + display: block; + line-height: 2; +} + +[data-ty]:before { + /* Set up defaults and ensure empty lines are displayed. */ + content: ''; + display: inline-block; + vertical-align: middle; +} + +[data-ty="input"]:before, +[data-ty-prompt]:before { + margin-right: 0.75em; + color: var(--color-text-subtle); +} + +[data-ty="input"]:before { + content: '$'; +} + +[data-ty][data-ty-prompt]:before { + content: attr(data-ty-prompt); +} + +[data-ty-cursor]:after { + content: attr(data-ty-cursor); + font-family: monospace; + margin-left: 0.5em; + -webkit-animation: blink 1s infinite; + animation: blink 1s infinite; +} + + +/* Cursor animation */ + +@-webkit-keyframes blink { + 50% { + opacity: 0; + } +} + +@keyframes blink { + 50% { + opacity: 0; + } +} + diff --git a/doc/mkdocs/docker/Dockerfile b/doc/mkdocs/docker/Dockerfile new file mode 100644 index 000000000..1b48139d7 --- /dev/null +++ b/doc/mkdocs/docker/Dockerfile @@ -0,0 +1,31 @@ +FROM python:3.9.2-alpine3.13 + +# Environment variables +ENV PACKAGES=/usr/local/lib/python3.9/site-packages +ENV PYTHONDONTWRITEBYTECODE=1 + +# Set build directory +WORKDIR /tmp + +COPY requirements.txt . + +RUN set -e ;\ + apk upgrade --update-cache -a ;\ + apk add --no-cache libstdc++ libffi-dev ;\ + apk add --no-cache --virtual .build gcc g++ musl-dev python3-dev cargo openssl-dev git;\ + pip install --no-cache-dir -r requirements.txt + +# clean +RUN apk del .build ;\ + rm -rf /tmp/* /root/.cache + +# Set working directory +WORKDIR /docs + +# Expose MkDocs development server port +EXPOSE 8000 + +ENV PYTHONPATH=$PYTHONPATH:/docs/python +# Start development server by default +ENTRYPOINT ["mkdocs"] +CMD ["serve", "--dev-addr=0.0.0.0:8000"] \ 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All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */var directives=new WeakMap,directive=t=>function(){var e=t(...arguments);return directives.set(e,!0),e},isDirective=t=>"function"==typeof t&&directives.has(t),noChange={},nothing={}; +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */ +class TemplateInstance{constructor(t,e,r){this.__parts=[],this.template=t,this.processor=e,this.options=r}update(t){var e=0;for(var r of this.__parts)void 0!==r&&r.setValue(t[e]),e++;for(var i of this.__parts)void 0!==i&&i.commit()}_clone(){for(var t,e=isCEPolyfill?this.template.element.content.cloneNode(!0):document.importNode(this.template.element.content,!0),r=[],i=this.template.parts,a=document.createTreeWalker(e,133,null,!1),s=0,n=0,o=a.nextNode();st}),commentMarker=" ".concat(marker," ");class TemplateResult{constructor(t,e,r,i){this.strings=t,this.values=e,this.type=r,this.processor=i}getHTML(){for(var t=this.strings.length-1,e="",r=!1,i=0;i-1||r)&&-1===a.indexOf("--\x3e",s+1);var n=lastAttributeNameRegex.exec(a);e+=null===n?a+(r?commentMarker:nodeMarker):a.substr(0,n.index)+n[1]+n[2]+boundAttributeSuffix+n[3]+marker}return e+=this.strings[t]}getTemplateElement(){var t=document.createElement("template"),e=this.getHTML();return void 0!==policy&&(e=policy.createHTML(e)),t.innerHTML=e,t}}class SVGTemplateResult extends TemplateResult{getHTML(){return"".concat(super.getHTML(),"")}getTemplateElement(){var t=super.getTemplateElement(),e=t.content,r=e.firstChild;return e.removeChild(r),reparentNodes(e,r.firstChild),t}} +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */var isPrimitive=t=>null===t||!("object"==typeof t||"function"==typeof t),isIterable=t=>Array.isArray(t)||!(!t||!t[Symbol.iterator]);class AttributeCommitter{constructor(t,e,r){this.dirty=!0,this.element=t,this.name=e,this.strings=r,this.parts=[];for(var i=0;i0&&void 0!==arguments[0]?arguments[0]:this.startNode;removeNodes(this.startNode.parentNode,t.nextSibling,this.endNode)}}class BooleanAttributePart{constructor(t,e,r){if(this.value=void 0,this.__pendingValue=void 0,2!==r.length||""!==r[0]||""!==r[1])throw new Error("Boolean attributes can only contain a single expression");this.element=t,this.name=e,this.strings=r}setValue(t){this.__pendingValue=t}commit(){for(;isDirective(this.__pendingValue);){var t=this.__pendingValue;this.__pendingValue=noChange,t(this)}if(this.__pendingValue!==noChange){var e=!!this.__pendingValue;this.value!==e&&(e?this.element.setAttribute(this.name,""):this.element.removeAttribute(this.name),this.value=e),this.__pendingValue=noChange}}}class PropertyCommitter extends AttributeCommitter{constructor(t,e,r){super(t,e,r),this.single=2===r.length&&""===r[0]&&""===r[1]}_createPart(){return new PropertyPart(this)}_getValue(){return this.single?this.parts[0].value:super._getValue()}commit(){this.dirty&&(this.dirty=!1,this.element[this.name]=this._getValue())}}class PropertyPart extends AttributePart{}var eventOptionsSupported=!1;(()=>{try{var t={get capture(){return eventOptionsSupported=!0,!1}};window.addEventListener("test",t,t),window.removeEventListener("test",t,t)}catch(t){}})();class EventPart{constructor(t,e,r){this.value=void 0,this.__pendingValue=void 0,this.element=t,this.eventName=e,this.eventContext=r,this.__boundHandleEvent=t=>this.handleEvent(t)}setValue(t){this.__pendingValue=t}commit(){for(;isDirective(this.__pendingValue);){var t=this.__pendingValue;this.__pendingValue=noChange,t(this)}if(this.__pendingValue!==noChange){var e=this.__pendingValue,r=this.value,i=null==e||null!=r&&(e.capture!==r.capture||e.once!==r.once||e.passive!==r.passive),a=null!=e&&(null==r||i);i&&this.element.removeEventListener(this.eventName,this.__boundHandleEvent,this.__options),a&&(this.__options=getOptions(e),this.element.addEventListener(this.eventName,this.__boundHandleEvent,this.__options)),this.value=e,this.__pendingValue=noChange}}handleEvent(t){"function"==typeof this.value?this.value.call(this.eventContext||this.element,t):this.value.handleEvent(t)}}var getOptions=t=>t&&(eventOptionsSupported?{capture:t.capture,passive:t.passive,once:t.once}:t.capture) +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */;function templateFactory(t){var e=templateCaches.get(t.type);void 0===e&&(e={stringsArray:new WeakMap,keyString:new Map},templateCaches.set(t.type,e));var r=e.stringsArray.get(t.strings);if(void 0!==r)return r;var i=t.strings.join(marker);return void 0===(r=e.keyString.get(i))&&(r=new Template(t,t.getTemplateElement()),e.keyString.set(i,r)),e.stringsArray.set(t.strings,r),r}var templateCaches=new Map,parts=new WeakMap,render$1=(t,e,r)=>{var i=parts.get(e);void 0===i&&(removeNodes(e,e.firstChild),parts.set(e,i=new NodePart(Object.assign({templateFactory:templateFactory},r))),i.appendInto(e)),i.setValue(t),i.commit()}; +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */ +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */ +class DefaultTemplateProcessor{handleAttributeExpressions(t,e,r,i){var a=e[0];return"."===a?new PropertyCommitter(t,e.slice(1),r).parts:"@"===a?[new EventPart(t,e.slice(1),i.eventContext)]:"?"===a?[new BooleanAttributePart(t,e.slice(1),r)]:new AttributeCommitter(t,e,r).parts}handleTextExpression(t){return new NodePart(t)}}var defaultTemplateProcessor=new DefaultTemplateProcessor; +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */"undefined"!=typeof window&&(window.litHtmlVersions||(window.litHtmlVersions=[])).push("1.3.0");var html=function(t){for(var e=arguments.length,r=new Array(e>1?e-1:0),i=1;i1?e-1:0),i=1;i"".concat(t,"--").concat(e),compatibleShadyCSSVersion=!0;void 0===window.ShadyCSS?compatibleShadyCSSVersion=!1:void 0===window.ShadyCSS.prepareTemplateDom&&(console.warn("Incompatible ShadyCSS version detected. Please update to at least @webcomponents/webcomponentsjs@2.0.2 and @webcomponents/shadycss@1.3.1."),compatibleShadyCSSVersion=!1);var shadyTemplateFactory=t=>e=>{var r=getTemplateCacheKey(e.type,t),i=templateCaches.get(r);void 0===i&&(i={stringsArray:new WeakMap,keyString:new Map},templateCaches.set(r,i));var a=i.stringsArray.get(e.strings);if(void 0!==a)return a;var s=e.strings.join(marker);if(void 0===(a=i.keyString.get(s))){var n=e.getTemplateElement();compatibleShadyCSSVersion&&window.ShadyCSS.prepareTemplateDom(n,t),a=new Template(e,n),i.keyString.set(s,a)}return i.stringsArray.set(e.strings,a),a},TEMPLATE_TYPES=["html","svg"],removeStylesFromLitTemplates=t=>{TEMPLATE_TYPES.forEach(e=>{var r=templateCaches.get(getTemplateCacheKey(e,t));void 0!==r&&r.keyString.forEach(t=>{var{element:{content:e}}=t,r=new Set;Array.from(e.querySelectorAll("style")).forEach(t=>{r.add(t)}),removeNodesFromTemplate(t,r)})})},shadyRenderSet=new Set,prepareTemplateStyles=(t,e,r)=>{shadyRenderSet.add(t);var i=r?r.element:document.createElement("template"),a=e.querySelectorAll("style"),{length:s}=a;if(0!==s){for(var n=document.createElement("style"),o=0;o{if(!r||"object"!=typeof r||!r.scopeName)throw new Error("The `scopeName` option is required.");var i=r.scopeName,a=parts.has(e),s=compatibleShadyCSSVersion&&11===e.nodeType&&!!e.host,n=s&&!shadyRenderSet.has(i),o=n?document.createDocumentFragment():e;if(render$1(t,o,Object.assign({templateFactory:shadyTemplateFactory(i)},r)),n){var h=parts.get(o);parts.delete(o);var l=h.value instanceof TemplateInstance?h.value.template:void 0;prepareTemplateStyles(i,o,l),removeNodes(e,e.firstChild),e.appendChild(o),parts.set(e,h)}!a&&s&&window.ShadyCSS.styleElement(e.host)},_a;window.JSCompiler_renameProperty=(t,e)=>t;var defaultConverter={toAttribute(t,e){switch(e){case Boolean:return t?"":null;case Object:case Array:return null==t?t:JSON.stringify(t)}return t},fromAttribute(t,e){switch(e){case Boolean:return null!==t;case Number:return null===t?null:Number(t);case Object:case Array:return JSON.parse(t)}return t}},notEqual=(t,e)=>e!==t&&(e==e||t==t),defaultPropertyDeclaration={attribute:!0,type:String,converter:defaultConverter,reflect:!1,hasChanged:notEqual},STATE_HAS_UPDATED=1,STATE_UPDATE_REQUESTED=4,STATE_IS_REFLECTING_TO_ATTRIBUTE=8,STATE_IS_REFLECTING_TO_PROPERTY=16,finalized="finalized";class UpdatingElement extends HTMLElement{constructor(){super(),this.initialize()}static get observedAttributes(){this.finalize();var t=[];return this._classProperties.forEach((e,r)=>{var i=this._attributeNameForProperty(r,e);void 0!==i&&(this._attributeToPropertyMap.set(i,r),t.push(i))}),t}static _ensureClassProperties(){if(!this.hasOwnProperty(JSCompiler_renameProperty("_classProperties",this))){this._classProperties=new Map;var t=Object.getPrototypeOf(this)._classProperties;void 0!==t&&t.forEach((t,e)=>this._classProperties.set(e,t))}}static createProperty(t){var e=arguments.length>1&&void 0!==arguments[1]?arguments[1]:defaultPropertyDeclaration;if(this._ensureClassProperties(),this._classProperties.set(t,e),!e.noAccessor&&!this.prototype.hasOwnProperty(t)){var r="symbol"==typeof t?Symbol():"__".concat(t),i=this.getPropertyDescriptor(t,r,e);void 0!==i&&Object.defineProperty(this.prototype,t,i)}}static getPropertyDescriptor(t,e,r){return{get(){return this[e]},set(i){var a=this[t];this[e]=i,this.requestUpdateInternal(t,a,r)},configurable:!0,enumerable:!0}}static getPropertyOptions(t){return this._classProperties&&this._classProperties.get(t)||defaultPropertyDeclaration}static finalize(){var t=Object.getPrototypeOf(this);if(t.hasOwnProperty(finalized)||t.finalize(),this[finalized]=!0,this._ensureClassProperties(),this._attributeToPropertyMap=new Map,this.hasOwnProperty(JSCompiler_renameProperty("properties",this))){var e=this.properties,r=[...Object.getOwnPropertyNames(e),..."function"==typeof Object.getOwnPropertySymbols?Object.getOwnPropertySymbols(e):[]];for(var i of r)this.createProperty(i,e[i])}}static _attributeNameForProperty(t,e){var r=e.attribute;return!1===r?void 0:"string"==typeof r?r:"string"==typeof t?t.toLowerCase():void 0}static _valueHasChanged(t,e){return(arguments.length>2&&void 0!==arguments[2]?arguments[2]:notEqual)(t,e)}static _propertyValueFromAttribute(t,e){var r=e.type,i=e.converter||defaultConverter,a="function"==typeof i?i:i.fromAttribute;return a?a(t,r):t}static _propertyValueToAttribute(t,e){if(void 0!==e.reflect){var r=e.type,i=e.converter;return(i&&i.toAttribute||defaultConverter.toAttribute)(t,r)}}initialize(){this._updateState=0,this._updatePromise=new Promise(t=>this._enableUpdatingResolver=t),this._changedProperties=new Map,this._saveInstanceProperties(),this.requestUpdateInternal()}_saveInstanceProperties(){this.constructor._classProperties.forEach((t,e)=>{if(this.hasOwnProperty(e)){var r=this[e];delete this[e],this._instanceProperties||(this._instanceProperties=new Map),this._instanceProperties.set(e,r)}})}_applyInstanceProperties(){this._instanceProperties.forEach((t,e)=>this[e]=t),this._instanceProperties=void 0}connectedCallback(){this.enableUpdating()}enableUpdating(){void 0!==this._enableUpdatingResolver&&(this._enableUpdatingResolver(),this._enableUpdatingResolver=void 0)}disconnectedCallback(){}attributeChangedCallback(t,e,r){e!==r&&this._attributeToProperty(t,r)}_propertyToAttribute(t,e){var r=arguments.length>2&&void 0!==arguments[2]?arguments[2]:defaultPropertyDeclaration,i=this.constructor,a=i._attributeNameForProperty(t,r);if(void 0!==a){var s=i._propertyValueToAttribute(e,r);if(void 0===s)return;this._updateState=this._updateState|STATE_IS_REFLECTING_TO_ATTRIBUTE,null==s?this.removeAttribute(a):this.setAttribute(a,s),this._updateState=this._updateState&~STATE_IS_REFLECTING_TO_ATTRIBUTE}}_attributeToProperty(t,e){if(!(this._updateState&STATE_IS_REFLECTING_TO_ATTRIBUTE)){var r=this.constructor,i=r._attributeToPropertyMap.get(t);if(void 0!==i){var a=r.getPropertyOptions(i);this._updateState=this._updateState|STATE_IS_REFLECTING_TO_PROPERTY,this[i]=r._propertyValueFromAttribute(e,a),this._updateState=this._updateState&~STATE_IS_REFLECTING_TO_PROPERTY}}}requestUpdateInternal(t,e,r){var i=!0;if(void 0!==t){var a=this.constructor;r=r||a.getPropertyOptions(t),a._valueHasChanged(this[t],e,r.hasChanged)?(this._changedProperties.has(t)||this._changedProperties.set(t,e),!0!==r.reflect||this._updateState&STATE_IS_REFLECTING_TO_PROPERTY||(void 0===this._reflectingProperties&&(this._reflectingProperties=new Map),this._reflectingProperties.set(t,r))):i=!1}!this._hasRequestedUpdate&&i&&(this._updatePromise=this._enqueueUpdate())}requestUpdate(t,e){return this.requestUpdateInternal(t,e),this.updateComplete}_enqueueUpdate(){var t=this;return _asyncToGenerator((function*(){t._updateState=t._updateState|STATE_UPDATE_REQUESTED;try{yield t._updatePromise}catch(t){}var e=t.performUpdate();return null!=e&&(yield e),!t._hasRequestedUpdate}))()}get _hasRequestedUpdate(){return this._updateState&STATE_UPDATE_REQUESTED}get hasUpdated(){return this._updateState&STATE_HAS_UPDATED}performUpdate(){if(this._hasRequestedUpdate){this._instanceProperties&&this._applyInstanceProperties();var t=!1,e=this._changedProperties;try{(t=this.shouldUpdate(e))?this.update(e):this._markUpdated()}catch(e){throw t=!1,this._markUpdated(),e}t&&(this._updateState&STATE_HAS_UPDATED||(this._updateState=this._updateState|STATE_HAS_UPDATED,this.firstUpdated(e)),this.updated(e))}}_markUpdated(){this._changedProperties=new Map,this._updateState=this._updateState&~STATE_UPDATE_REQUESTED}get updateComplete(){return this._getUpdateComplete()}_getUpdateComplete(){return this._updatePromise}shouldUpdate(t){return!0}update(t){void 0!==this._reflectingProperties&&this._reflectingProperties.size>0&&(this._reflectingProperties.forEach((t,e)=>this._propertyToAttribute(e,this[e],t)),this._reflectingProperties=void 0),this._markUpdated()}updated(t){}firstUpdated(t){}}_a=finalized,UpdatingElement[_a]=!0; +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */ +var legacyCustomElement=(t,e)=>(window.customElements.define(t,e),e),standardCustomElement=(t,e)=>{var{kind:r,elements:i}=e;return{kind:r,elements:i,finisher(e){window.customElements.define(t,e)}}},customElement=t=>e=>"function"==typeof e?legacyCustomElement(t,e):standardCustomElement(t,e),standardProperty=(t,e)=>"method"===e.kind&&e.descriptor&&!("value"in e.descriptor)?Object.assign(Object.assign({},e),{finisher(r){r.createProperty(e.key,t)}}):{kind:"field",key:Symbol(),placement:"own",descriptor:{},initializer(){"function"==typeof e.initializer&&(this[e.key]=e.initializer.call(this))},finisher(r){r.createProperty(e.key,t)}},legacyProperty=(t,e,r)=>{e.constructor.createProperty(r,t)};function property(t){return(e,r)=>void 0!==r?legacyProperty(t,e,r):standardProperty(t,e)}function internalProperty(t){return property({attribute:!1,hasChanged:null==t?void 0:t.hasChanged})}function query(t,e){return(r,i)=>{var a={get(){return this.renderRoot.querySelector(t)},enumerable:!0,configurable:!0};if(e){var s="symbol"==typeof i?Symbol():"__".concat(i);a.get=function(){return void 0===this[s]&&(this[s]=this.renderRoot.querySelector(t)),this[s]}}return void 0!==i?legacyQuery(a,r,i):standardQuery(a,r)}}function queryAsync(t){return(e,r)=>{var i={get(){var e=this;return _asyncToGenerator((function*(){return yield e.updateComplete,e.renderRoot.querySelector(t)}))()},enumerable:!0,configurable:!0};return void 0!==r?legacyQuery(i,e,r):standardQuery(i,e)}}function queryAll(t){return(e,r)=>{var i={get(){return this.renderRoot.querySelectorAll(t)},enumerable:!0,configurable:!0};return void 0!==r?legacyQuery(i,e,r):standardQuery(i,e)}}var legacyQuery=(t,e,r)=>{Object.defineProperty(e,r,t)},standardQuery=(t,e)=>({kind:"method",placement:"prototype",key:e.key,descriptor:t}),standardEventOptions=(t,e)=>Object.assign(Object.assign({},e),{finisher(r){Object.assign(r.prototype[e.key],t)}}),legacyEventOptions=(t,e,r)=>{Object.assign(e[r],t)};function eventOptions(t){return(e,r)=>void 0!==r?legacyEventOptions(t,e,r):standardEventOptions(t,e)}var ElementProto=Element.prototype,legacyMatches=ElementProto.msMatchesSelector||ElementProto.webkitMatchesSelector;function queryAssignedNodes(){var t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:"",e=arguments.length>1&&void 0!==arguments[1]&&arguments[1],r=arguments.length>2&&void 0!==arguments[2]?arguments[2]:"";return(i,a)=>{var s={get(){var i="slot".concat(t?"[name=".concat(t,"]"):":not([name])"),a=this.renderRoot.querySelector(i),s=a&&a.assignedNodes({flatten:e});return s&&r&&(s=s.filter(t=>t.nodeType===Node.ELEMENT_NODE&&t.matches?t.matches(r):legacyMatches.call(t,r))),s},enumerable:!0,configurable:!0};return void 0!==a?legacyQuery(s,i,a):standardQuery(s,i)}} +/** + @license + Copyright (c) 2019 The Polymer Project Authors. All rights reserved. + This code may only be used under the BSD style license found at + http://polymer.github.io/LICENSE.txt The complete set of authors may be found at + http://polymer.github.io/AUTHORS.txt The complete set of contributors may be + found at http://polymer.github.io/CONTRIBUTORS.txt Code distributed by Google as + part of the polymer project is also subject to an additional IP rights grant + found at http://polymer.github.io/PATENTS.txt + */var supportsAdoptingStyleSheets=window.ShadowRoot&&(void 0===window.ShadyCSS||window.ShadyCSS.nativeShadow)&&"adoptedStyleSheets"in Document.prototype&&"replace"in CSSStyleSheet.prototype,constructionToken=Symbol();class CSSResult{constructor(t,e){if(e!==constructionToken)throw new Error("CSSResult is not constructable. Use `unsafeCSS` or `css` instead.");this.cssText=t}get styleSheet(){return void 0===this._styleSheet&&(supportsAdoptingStyleSheets?(this._styleSheet=new CSSStyleSheet,this._styleSheet.replaceSync(this.cssText)):this._styleSheet=null),this._styleSheet}toString(){return this.cssText}}var unsafeCSS=t=>new CSSResult(String(t),constructionToken),textFromCSSResult=t=>{if(t instanceof CSSResult)return t.cssText;if("number"==typeof t)return t;throw new Error("Value passed to 'css' function must be a 'css' function result: ".concat(t,". Use 'unsafeCSS' to pass non-literal values, but\n take care to ensure page security."))},css=function(t){for(var e=arguments.length,r=new Array(e>1?e-1:0),i=1;ie+textFromCSSResult(r)+t[i+1],t[0]);return new CSSResult(a,constructionToken)}; +/** + * @license + * Copyright (c) 2017 The Polymer Project Authors. All rights reserved. + * This code may only be used under the BSD style license found at + * http://polymer.github.io/LICENSE.txt + * The complete set of authors may be found at + * http://polymer.github.io/AUTHORS.txt + * The complete set of contributors may be found at + * http://polymer.github.io/CONTRIBUTORS.txt + * Code distributed by Google as part of the polymer project is also + * subject to an additional IP rights grant found at + * http://polymer.github.io/PATENTS.txt + */ +(window.litElementVersions||(window.litElementVersions=[])).push("2.4.0");var renderNotImplemented={};class LitElement extends UpdatingElement{static getStyles(){return this.styles}static _getUniqueStyles(){if(!this.hasOwnProperty(JSCompiler_renameProperty("_styles",this))){var t=this.getStyles();if(Array.isArray(t)){var e=(t,r)=>t.reduceRight((t,r)=>Array.isArray(r)?e(r,t):(t.add(r),t),r),r=e(t,new Set),i=[];r.forEach(t=>i.unshift(t)),this._styles=i}else this._styles=void 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e=this.render();super.update(t),e!==renderNotImplemented&&this.constructor.render(e,this.renderRoot,{scopeName:this.localName,eventContext:this}),this._needsShimAdoptedStyleSheets&&(this._needsShimAdoptedStyleSheets=!1,this.constructor._styles.forEach(t=>{var e=document.createElement("style");e.textContent=t.cssText,this.renderRoot.appendChild(e)}))}render(){return renderNotImplemented}}LitElement.finalized=!0,LitElement.render=render;var commonjsGlobal="undefined"!=typeof globalThis?globalThis:"undefined"!=typeof window?window:"undefined"!=typeof global?global:"undefined"!=typeof self?self:{};function createCommonjsModule(t,e,r){return t(r={path:e,exports:{},require:function(t,e){return commonjsRequire(t,null==e?r.path:e)}},r.exports),r.exports}function getCjsExportFromNamespace(t){return t&&t.default||t}function commonjsRequire(){throw new Error("Dynamic requires are not currently supported by @rollup/plugin-commonjs")}var 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new e(t,r,i)}}}();function ShapePath(){this.c=!1,this._length=0,this._maxLength=8,this.v=createSizedArray(this._maxLength),this.o=createSizedArray(this._maxLength),this.i=createSizedArray(this._maxLength)}ShapePath.prototype.setPathData=function(t,e){this.c=t,this.setLength(e);for(var r=0;r=this._maxLength&&this.doubleArrayLength(),r){case"v":s=this.v;break;case"i":s=this.i;break;case"o":s=this.o;break;default:s=[]}(!s[i]||s[i]&&!a)&&(s[i]=pointPool.newElement()),s[i][0]=t,s[i][1]=e},ShapePath.prototype.setTripleAt=function(t,e,r,i,a,s,n,o){this.setXYAt(t,e,"v",n,o),this.setXYAt(r,i,"o",n,o),this.setXYAt(a,s,"i",n,o)},ShapePath.prototype.reverse=function(){var t=new ShapePath;t.setPathData(this.c,this._length);var e=this.v,r=this.o,i=this.i,a=0;this.c&&(t.setTripleAt(e[0][0],e[0][1],i[0][0],i[0][1],r[0][0],r[0][1],0,!1),a=1);var s,n=this._length-1,o=this._length;for(s=a;s=d[d.length-1].t-this.offsetTime)i=d[d.length-1].s?d[d.length-1].s[0]:d[d.length-2].e[0],s=!0;else{for(var m,u,y=f,g=d.length-1,v=!0;v&&(m=d[y],!((u=d[y+1]).t-this.offsetTime>t));)y=u.t-this.offsetTime)p=1;else if(tr&&t>r)||(this._caching.lastIndex=i=1?s.push({s:t-1,e:e-1}):(s.push({s:t,e:1}),s.push({s:0,e:e-1}));var n,o,h=[],l=s.length;for(n=0;ni+r))p=o.s*a<=i?0:(o.s*a-i)/r,c=o.e*a>=i+r?1:(o.e*a-i)/r,h.push([p,c])}return h.length||h.push([0,0]),h},TrimModifier.prototype.releasePathsData=function(t){var e,r=t.length;for(e=0;e1?1+s:this.s.v<0?0+s:this.s.v+s)>(r=this.e.v>1?1+s:this.e.v<0?0+s:this.e.v+s)){var n=e;e=r,r=n}e=1e-4*Math.round(1e4*e),r=1e-4*Math.round(1e4*r),this.sValue=e,this.eValue=r}else e=this.sValue,r=this.eValue;var o,h,l,p,c,f=this.shapes.length,d=0;if(r===e)for(a=0;a=0;a-=1)if((m=this.shapes[a]).shape._mdf){for((u=m.localShapeCollection).releaseShapes(),2===this.m&&f>1?(g=this.calculateShapeEdges(e,r,m.totalShapeLength,_,d),_+=m.totalShapeLength):g=[[v,b]],h=g.length,o=0;o=1?y.push({s:m.totalShapeLength*(v-1),e:m.totalShapeLength*(b-1)}):(y.push({s:m.totalShapeLength*v,e:m.totalShapeLength}),y.push({s:0,e:m.totalShapeLength*(b-1)}));var P=this.addShapes(m,y[0]);if(y[0].s!==y[0].e){if(y.length>1)if(m.shape.paths.shapes[m.shape.paths._length-1].c){var S=P.pop();this.addPaths(P,u),P=this.addShapes(m,y[1],S)}else this.addPaths(P,u),P=this.addShapes(m,y[1]);this.addPaths(P,u)}}m.shape.paths=u}}},TrimModifier.prototype.addPaths=function(t,e){var r,i=t.length;for(r=0;re.e){r.c=!1;break}e.s<=m&&e.e>=m+n.addedLength?(this.addSegment(f[i].v[a-1],f[i].o[a-1],f[i].i[a],f[i].v[a],r,o,y),y=!1):(l=bez.getNewSegment(f[i].v[a-1],f[i].v[a],f[i].o[a-1],f[i].i[a],(e.s-m)/n.addedLength,(e.e-m)/n.addedLength,h[a-1]),this.addSegmentFromArray(l,r,o,y),y=!1,r.c=!1),m+=n.addedLength,o+=1}if(f[i].c&&h.length){if(n=h[a-1],m<=e.e){var g=h[a-1].addedLength;e.s<=m&&e.e>=m+g?(this.addSegment(f[i].v[a-1],f[i].o[a-1],f[i].i[0],f[i].v[0],r,o,y),y=!1):(l=bez.getNewSegment(f[i].v[a-1],f[i].v[0],f[i].o[a-1],f[i].i[0],(e.s-m)/g,(e.e-m)/g,h[a-1]),this.addSegmentFromArray(l,r,o,y),y=!1,r.c=!1)}else r.c=!1;m+=n.addedLength,o+=1}if(r._length&&(r.setXYAt(r.v[p][0],r.v[p][1],"i",p),r.setXYAt(r.v[r._length-1][0],r.v[r._length-1][1],"o",r._length-1)),m>e.e)break;i0;)r-=1,this._elements.unshift(e[r]);this.dynamicProperties.length?this.k=!0:this.getValue(!0)},RepeaterModifier.prototype.resetElements=function(t){var e,r=t.length;for(e=0;e0?Math.floor(f):Math.ceil(f),u=this.pMatrix.props,y=this.rMatrix.props,g=this.sMatrix.props;this.pMatrix.reset(),this.rMatrix.reset(),this.sMatrix.reset(),this.tMatrix.reset(),this.matrix.reset();var v,b,_=0;if(f>0){for(;_m;)this.applyTransforms(this.pMatrix,this.rMatrix,this.sMatrix,this.tr,1,!0),_-=1;d&&(this.applyTransforms(this.pMatrix,this.rMatrix,this.sMatrix,this.tr,-d,!0),_-=d)}for(i=1===this.data.m?0:this._currentCopies-1,a=1===this.data.m?1:-1,s=this._currentCopies;s;){if(b=(r=(e=this.elemsData[i].it)[e.length-1].transform.mProps.v.props).length,e[e.length-1].transform.mProps._mdf=!0,e[e.length-1].transform.op._mdf=!0,e[e.length-1].transform.op.v=1===this._currentCopies?this.so.v:this.so.v+(this.eo.v-this.so.v)*(i/(this._currentCopies-1)),0!==_){for((0!==i&&1===a||i!==this._currentCopies-1&&-1===a)&&this.applyTransforms(this.pMatrix,this.rMatrix,this.sMatrix,this.tr,1,!1),this.matrix.transform(y[0],y[1],y[2],y[3],y[4],y[5],y[6],y[7],y[8],y[9],y[10],y[11],y[12],y[13],y[14],y[15]),this.matrix.transform(g[0],g[1],g[2],g[3],g[4],g[5],g[6],g[7],g[8],g[9],g[10],g[11],g[12],g[13],g[14],g[15]),this.matrix.transform(u[0],u[1],u[2],u[3],u[4],u[5],u[6],u[7],u[8],u[9],u[10],u[11],u[12],u[13],u[14],u[15]),v=0;v.01)return!1;r+=1}return!0},GradientProperty.prototype.checkCollapsable=function(){if(this.o.length/2!=this.c.length/4)return!1;if(this.data.k.k[0].s)for(var t=0,e=this.data.k.k.length;t500)&&(this._imageLoaded(),clearInterval(r)),e+=1}.bind(this),50)}function s(t){var e={assetData:t},r=i(t,this.assetsPath,this.path);return assetLoader.load(r,function(t){e.img=t,this._footageLoaded()}.bind(this),function(){e.img={},this._footageLoaded()}.bind(this)),e}function n(){this._imageLoaded=e.bind(this),this._footageLoaded=r.bind(this),this.testImageLoaded=a.bind(this),this.createFootageData=s.bind(this),this.assetsPath="",this.path="",this.totalImages=0,this.totalFootages=0,this.loadedAssets=0,this.loadedFootagesCount=0,this.imagesLoadedCb=null,this.images=[]}return n.prototype={loadAssets:function(t,e){var r;this.imagesLoadedCb=e;var i=t.length;for(r=0;r=o+ot||!m?(v=(o+ot-l)/h.partialLength,B=d.point[0]+(h.point[0]-d.point[0])*v,N=d.point[1]+(h.point[1]-d.point[1])*v,x.translate(-P[0]*C[a].an*.005,-P[1]*V*.01),p=!1):m&&(l+=h.partialLength,(c+=1)>=m.length&&(c=0,u[f+=1]?m=u[f].points:_.v.c?(c=0,m=u[f=0].points):(l-=h.partialLength,m=null)),m&&(d=h,y=(h=m[c]).partialLength));L=C[a].an/2-C[a].add,x.translate(-L,0,0)}else L=C[a].an/2-C[a].add,x.translate(-L,0,0),x.translate(-P[0]*C[a].an*.005,-P[1]*V*.01,0);for(M=0;M1,this.kf&&this.addEffect(this.getKeyframeValue.bind(this)),this.kf},TextProperty.prototype.addEffect=function(t){this.effectsSequence.push(t),this.elem.addDynamicProperty(this)},TextProperty.prototype.getValue=function(t){if(this.elem.globalData.frameId!==this.frameId&&this.effectsSequence.length||t){this.currentData.t=this.data.d.k[this.keysIndex].s.t;var e=this.currentData,r=this.keysIndex;if(this.lock)this.setCurrentData(this.currentData);else{var i;this.lock=!0,this._mdf=!1;var a=this.effectsSequence.length,s=t||this.data.d.k[this.keysIndex].s;for(i=0;ie);)r+=1;return this.keysIndex!==r&&(this.keysIndex=r),this.data.d.k[this.keysIndex].s},TextProperty.prototype.buildFinalText=function(t){for(var e,r=FontManager.getCombinedCharacterCodes(),i=[],a=0,s=t.length;a=55296&&e<=56319&&(e=t.charCodeAt(a+1))>=56320&&e<=57343?(i.push(t.substr(a,2)),a+=1):i.push(t.charAt(a)),a+=1;return i},TextProperty.prototype.completeTextData=function(t){t.__complete=!0;var e,r,i,a,s,n,o,h=this.elem.globalData.fontManager,l=this.data,p=[],c=0,f=l.m.g,d=0,m=0,u=0,y=[],g=0,v=0,b=h.getFontByName(t.f),_=0,P=getFontProperties(b);t.fWeight=P.weight,t.fStyle=P.style,t.finalSize=t.s,t.finalText=this.buildFinalText(t.t),r=t.finalText.length,t.finalLineHeight=t.lh;var S,E=t.tr/1e3*t.finalSize;if(t.sz)for(var x,A,w=!0,C=t.sz[0],T=t.sz[1];w;){x=0,g=0,r=(A=this.buildFinalText(t.t)).length,E=t.tr/1e3*t.finalSize;var k=-1;for(e=0;eC&&" "!==A[e]?(-1===k?r+=1:e=k,x+=t.finalLineHeight||1.2*t.finalSize,A.splice(e,k===e?1:0,"\r"),k=-1,g=0):(g+=_,g+=E);x+=b.ascent*t.finalSize/100,this.canResize&&t.finalSize>this.minimumFontSize&&Tv?g:v,g=-2*E,a="",i=!0,u+=1):a=D,h.chars?(o=h.getCharData(D,b.fStyle,h.getFontByName(t.f).fFamily),_=i?0:o.w*t.finalSize/100):_=h.measureText(a,t.f,t.finalSize)," "===D?M+=_+E:(g+=_+E+M,M=0),p.push({l:_,an:_,add:d,n:i,anIndexes:[],val:a,line:u,animatorJustifyOffset:0}),2==f){if(d+=_,""===a||" "===a||e===r-1){for(""!==a&&" "!==a||(d-=_);m<=e;)p[m].an=d,p[m].ind=c,p[m].extra=_,m+=1;c+=1,d=0}}else if(3==f){if(d+=_,""===a||e===r-1){for(""===a&&(d-=_);m<=e;)p[m].an=d,p[m].ind=c,p[m].extra=_,m+=1;d=0,c+=1}}else p[c].ind=c,p[c].extra=0,c+=1;if(t.l=p,v=g>v?g:v,y.push(g),t.sz)t.boxWidth=t.sz[0],t.justifyOffset=0;else switch(t.boxWidth=v,t.j){case 1:t.justifyOffset=-t.boxWidth;break;case 2:t.justifyOffset=-t.boxWidth/2;break;default:t.justifyOffset=0}t.lineWidths=y;var F,I,R,V,O=l.a;n=O.length;var L=[];for(s=0;s0?a=this.ne.v/100:s=-this.ne.v/100,this.xe.v>0?n=1-this.xe.v/100:o=1+this.xe.v/100;var h=BezierFactory.getBezierEasing(a,s,n,o).get,l=0,p=this.finalS,c=this.finalE,f=this.data.sh;if(2===f)l=h(l=c===p?i>=c?1:0:t(0,e(.5/(c-p)+(i-p)/(c-p),1)));else if(3===f)l=h(l=c===p?i>=c?0:1:1-t(0,e(.5/(c-p)+(i-p)/(c-p),1)));else if(4===f)c===p?l=0:(l=t(0,e(.5/(c-p)+(i-p)/(c-p),1)))<.5?l*=2:l=1-2*(l-.5),l=h(l);else if(5===f){if(c===p)l=0;else{var d=c-p,m=-d/2+(i=e(t(0,i+.5-p),c-p)),u=d/2;l=Math.sqrt(1-m*m/(u*u))}l=h(l)}else 6===f?(c===p?l=0:(i=e(t(0,i+.5-p),c-p),l=(1+Math.cos(Math.PI+2*Math.PI*i/(c-p)))/2),l=h(l)):(i>=r(p)&&(l=t(0,e(i-p<0?e(c,1)-(p-i):c-i,1))),l=h(l));return l*this.a.v},getValue:function(t){this.iterateDynamicProperties(),this._mdf=t||this._mdf,this._currentTextLength=this.elem.textProperty.currentData.l.length||0,t&&2===this.data.r&&(this.e.v=this._currentTextLength);var e=2===this.data.r?1:100/this.data.totalChars,r=this.o.v/e,i=this.s.v/e+r,a=this.e.v/e+r;if(i>a){var s=i;i=a,a=s}this.finalS=i,this.finalE=a}},extendPrototype([DynamicPropertyContainer],i),{getTextSelectorProp:function(t,e,r){return new i(t,e,r)}}}(),poolFactory=function(t,e,r){var i=0,a=t,s=createSizedArray(a);return{newElement:function(){return i?s[i-=1]:e()},release:function(t){i===a&&(s=pooling.double(s),a*=2),r&&r(t),s[i]=t,i+=1}}},pooling={double:function(t){return t.concat(createSizedArray(t.length))}},pointPool=poolFactory(8,(function(){return createTypedArray("float32",2)})),shapePool=(factory=poolFactory(4,(function(){return new ShapePath}),(function(t){var e,r=t._length;for(e=0;e0&&(this.maskElement.setAttribute("id",y),this.element.maskedElement.setAttribute(v,"url("+locationHref+"#"+y+")"),s.appendChild(this.maskElement)),this.viewData.length&&this.element.addRenderableComponent(this)}function HierarchyElement(){}function FrameElement(){}function TransformElement(){}function RenderableElement(){}function RenderableDOMElement(){}function ProcessedElement(t,e){this.elem=t,this.pos=e}function SVGStyleData(t,e){this.data=t,this.type=t.ty,this.d="",this.lvl=e,this._mdf=!1,this.closed=!0===t.hd,this.pElem=createNS("path"),this.msElem=null}function SVGShapeData(t,e,r){this.caches=[],this.styles=[],this.transformers=t,this.lStr="",this.sh=r,this.lvl=e,this._isAnimated=!!r.k;for(var i=0,a=t.length;i=0;e-=1)this.elements[e]||(r=this.layers[e]).ip-r.st<=t-this.layers[e].st&&r.op-r.st>t-this.layers[e].st&&this.buildItem(e),this.completeLayers=!!this.elements[e]&&this.completeLayers;this.checkPendingElements()},BaseRenderer.prototype.createItem=function(t){switch(t.ty){case 2:return this.createImage(t);case 0:return this.createComp(t);case 1:return this.createSolid(t);case 3:return this.createNull(t);case 4:return this.createShape(t);case 5:return this.createText(t);case 6:return this.createAudio(t);case 13:return this.createCamera(t);case 15:return this.createFootage(t);default:return this.createNull(t)}},BaseRenderer.prototype.createCamera=function(){throw new Error("You're using a 3d camera. Try the html renderer.")},BaseRenderer.prototype.createAudio=function(t){return new AudioElement(t,this.globalData,this)},BaseRenderer.prototype.createFootage=function(t){return new FootageElement(t,this.globalData,this)},BaseRenderer.prototype.buildAllItems=function(){var t,e=this.layers.length;for(t=0;t=0;e-=1)(this.completeLayers||this.elements[e])&&this.elements[e].prepareFrame(t-this.layers[e].st);if(this.globalData._mdf)for(e=0;er&&"meet"===s||ir&&"slice"===s)?(t-this.transformCanvas.w*(e/this.transformCanvas.h))/2*this.renderConfig.dpr:"xMax"===o&&(ir&&"slice"===s)?(t-this.transformCanvas.w*(e/this.transformCanvas.h))*this.renderConfig.dpr:0,this.transformCanvas.ty="YMid"===h&&(i>r&&"meet"===s||ir&&"meet"===s||i=0;t-=1)this.elements[t]&&this.elements[t].destroy();this.elements.length=0,this.globalData.canvasContext=null,this.animationItem.container=null,this.destroyed=!0},CanvasRenderer.prototype.renderFrame=function(t,e){if((this.renderedFrame!==t||!0!==this.renderConfig.clearCanvas||e)&&!this.destroyed&&-1!==t){var r;this.renderedFrame=t,this.globalData.frameNum=t-this.animationItem._isFirstFrame,this.globalData.frameId+=1,this.globalData._mdf=!this.renderConfig.clearCanvas||e,this.globalData.projectInterface.currentFrame=t;var i=this.layers.length;for(this.completeLayers||this.checkLayers(t),r=0;r=0;r-=1)(this.completeLayers||this.elements[r])&&this.elements[r].renderFrame();!0!==this.renderConfig.clearCanvas&&this.restore()}}},CanvasRenderer.prototype.buildItem=function(t){var e=this.elements;if(!e[t]&&99!==this.layers[t].ty){var r=this.createItem(this.layers[t],this,this.globalData);e[t]=r,r.initExpressions()}},CanvasRenderer.prototype.checkPendingElements=function(){for(;this.pendingElements.length;){this.pendingElements.pop().checkParenting()}},CanvasRenderer.prototype.hide=function(){this.animationItem.container.style.display="none"},CanvasRenderer.prototype.show=function(){this.animationItem.container.style.display="block"},extendPrototype([BaseRenderer],HybridRenderer),HybridRenderer.prototype.buildItem=SVGRenderer.prototype.buildItem,HybridRenderer.prototype.checkPendingElements=function(){for(;this.pendingElements.length;){this.pendingElements.pop().checkParenting()}},HybridRenderer.prototype.appendElementInPos=function(t,e){var r=t.getBaseElement();if(r){var i=this.layers[e];if(i.ddd&&this.supports3d)this.addTo3dContainer(r,e);else if(this.threeDElements)this.addTo3dContainer(r,e);else{for(var a,s,n=0;n=t)return this.threeDElements[e].perspectiveElem;e+=1}return null},HybridRenderer.prototype.createThreeDContainer=function(t,e){var r,i,a=createTag("div");styleDiv(a);var s=createTag("div");if(styleDiv(s),"3d"===e){(r=a.style).width=this.globalData.compSize.w+"px",r.height=this.globalData.compSize.h+"px";r.webkitTransformOrigin="50% 50%",r.mozTransformOrigin="50% 50%",r.transformOrigin="50% 50%";var n="matrix3d(1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1)";(i=s.style).transform=n,i.webkitTransform=n}a.appendChild(s);var o={container:s,perspectiveElem:a,startPos:t,endPos:t,type:e};return this.threeDElements.push(o),o},HybridRenderer.prototype.build3dContainers=function(){var t,e,r=this.layers.length,i="";for(t=0;t=0;t-=1)this.resizerElem.appendChild(this.threeDElements[t].perspectiveElem)},HybridRenderer.prototype.addTo3dContainer=function(t,e){for(var r=0,i=this.threeDElements.length;rn?(t=a/this.globalData.compSize.w,e=a/this.globalData.compSize.w,r=0,i=(s-this.globalData.compSize.h*(a/this.globalData.compSize.w))/2):(t=s/this.globalData.compSize.h,e=s/this.globalData.compSize.h,r=(a-this.globalData.compSize.w*(s/this.globalData.compSize.h))/2,i=0);var o=this.resizerElem.style;o.webkitTransform="matrix3d("+t+",0,0,0,0,"+e+",0,0,0,0,1,0,"+r+","+i+",0,1)",o.transform=o.webkitTransform},HybridRenderer.prototype.renderFrame=SVGRenderer.prototype.renderFrame,HybridRenderer.prototype.hide=function(){this.resizerElem.style.display="none"},HybridRenderer.prototype.show=function(){this.resizerElem.style.display="block"},HybridRenderer.prototype.initItems=function(){if(this.buildAllItems(),this.camera)this.camera.setup();else{var t,e=this.globalData.compSize.w,r=this.globalData.compSize.h,i=this.threeDElements.length;for(t=0;t1&&(s+=" C"+e.o[i-1][0]+","+e.o[i-1][1]+" "+e.i[0][0]+","+e.i[0][1]+" "+e.v[0][0]+","+e.v[0][1]),r.lastPath!==s){var n="";r.elem&&(e.c&&(n=t.inv?this.solidPath+s:s),r.elem.setAttribute("d",n)),r.lastPath=s}},MaskElement.prototype.destroy=function(){this.element=null,this.globalData=null,this.maskElement=null,this.data=null,this.masksProperties=null},HierarchyElement.prototype={initHierarchy:function(){this.hierarchy=[],this._isParent=!1,this.checkParenting()},setHierarchy:function(t){this.hierarchy=t},setAsParent:function(){this._isParent=!0},checkParenting:function(){void 0!==this.data.parent&&this.comp.buildElementParenting(this,this.data.parent,[])}},FrameElement.prototype={initFrame:function(){this._isFirstFrame=!1,this.dynamicProperties=[],this._mdf=!1},prepareProperties:function(t,e){var r,i=this.dynamicProperties.length;for(r=0;rt?!0!==this.isInRange&&(this.globalData._mdf=!0,this._mdf=!0,this.isInRange=!0,this.show()):!1!==this.isInRange&&(this.globalData._mdf=!0,this.isInRange=!1,this.hide())},renderRenderable:function(){var t,e=this.renderableComponents.length;for(t=0;t0;)h=i.transformers[u].mProps._mdf||h,m-=1,u-=1;if(h)for(m=g-i.styles[p].lvl,u=i.transformers.length-1;m>0;)d=i.transformers[u].mProps.v.props,f.transform(d[0],d[1],d[2],d[3],d[4],d[5],d[6],d[7],d[8],d[9],d[10],d[11],d[12],d[13],d[14],d[15]),m-=1,u-=1}else f=t;if(n=(c=i.sh.paths)._length,h){for(o="",s=0;s=1?v=.99:v<=-1&&(v=-.99);var b=o*v,_=Math.cos(g+e.a.v)*b+p[0],P=Math.sin(g+e.a.v)*b+p[1];h.setAttribute("fx",_),h.setAttribute("fy",P),l&&!e.g._collapsable&&(e.of.setAttribute("fx",_),e.of.setAttribute("fy",P))}}function o(t,e,r){var i=e.style,a=e.d;a&&(a._mdf||r)&&a.dashStr&&(i.pElem.setAttribute("stroke-dasharray",a.dashStr),i.pElem.setAttribute("stroke-dashoffset",a.dashoffset[0])),e.c&&(e.c._mdf||r)&&i.pElem.setAttribute("stroke","rgb("+bmFloor(e.c.v[0])+","+bmFloor(e.c.v[1])+","+bmFloor(e.c.v[2])+")"),(e.o._mdf||r)&&i.pElem.setAttribute("stroke-opacity",e.o.v),(e.w._mdf||r)&&(i.pElem.setAttribute("stroke-width",e.w.v),i.msElem&&i.msElem.setAttribute("stroke-width",e.w.v))}return{createRenderFunction:function(t){switch(t.ty){case"fl":return a;case"gf":return n;case"gs":return s;case"st":return o;case"sh":case"el":case"rc":case"sr":return i;case"tr":return r;default:return null}}}}();function ShapeTransformManager(){this.sequences={},this.sequenceList=[],this.transform_key_count=0}function CVShapeData(t,e,r,i){this.styledShapes=[],this.tr=[0,0,0,0,0,0];var a,s=4;"rc"===e.ty?s=5:"el"===e.ty?s=6:"sr"===e.ty&&(s=7),this.sh=ShapePropertyFactory.getShapeProp(t,e,s,t);var n,o=r.length;for(a=0;a=0;i-=1)r=t.transforms[i].transform.mProps.v.props,t.finalTransform.transform(r[0],r[1],r[2],r[3],r[4],r[5],r[6],r[7],r[8],r[9],r[10],r[11],r[12],r[13],r[14],r[15]);t._mdf=s},processSequences:function(t){var e,r=this.sequenceList.length;for(e=0;e=0&&!this.shapeModifiers[t].processShapes(this._isFirstFrame);t-=1);}},lcEnum:{1:"butt",2:"round",3:"square"},ljEnum:{1:"miter",2:"round",3:"bevel"},searchProcessedElement:function(t){for(var e=this.processedElements,r=0,i=e.length;r=0;r-=1)(this.completeLayers||this.elements[r])&&(this.elements[r].prepareFrame(this.renderedFrame-this.layers[r].st),this.elements[r]._mdf&&(this._mdf=!0))}},ICompElement.prototype.renderInnerContent=function(){var t,e=this.layers.length;for(t=0;t.1)&&this.audio.seek(this._currentTime/this.globalData.frameRate):(this.audio.play(),this.audio.seek(this._currentTime/this.globalData.frameRate),this._isPlaying=!0))},AudioElement.prototype.show=function(){},AudioElement.prototype.hide=function(){this.audio.pause(),this._isPlaying=!1},AudioElement.prototype.pause=function(){this.audio.pause(),this._isPlaying=!1,this._canPlay=!1},AudioElement.prototype.resume=function(){this._canPlay=!0},AudioElement.prototype.setRate=function(t){this.audio.rate(t)},AudioElement.prototype.volume=function(t){this.audio.volume(t)},AudioElement.prototype.getBaseElement=function(){return null},AudioElement.prototype.destroy=function(){},AudioElement.prototype.sourceRectAtTime=function(){},AudioElement.prototype.initExpressions=function(){},FootageElement.prototype.prepareFrame=function(){},extendPrototype([RenderableElement,BaseElement,FrameElement],FootageElement),FootageElement.prototype.getBaseElement=function(){return null},FootageElement.prototype.renderFrame=function(){},FootageElement.prototype.destroy=function(){},FootageElement.prototype.initExpressions=function(){this.layerInterface=FootageInterface(this)},FootageElement.prototype.getFootageData=function(){return this.footageData},extendPrototype([SVGRenderer,ICompElement,SVGBaseElement],SVGCompElement),extendPrototype([BaseElement,TransformElement,SVGBaseElement,HierarchyElement,FrameElement,RenderableDOMElement,ITextElement],SVGTextLottieElement),SVGTextLottieElement.prototype.createContent=function(){this.data.singleShape&&!this.globalData.fontManager.chars&&(this.textContainer=createNS("text"))},SVGTextLottieElement.prototype.buildTextContents=function(t){for(var e=0,r=t.length,i=[],a="";et?this.textSpans[t]:createNS(h?"path":"text"),b<=t&&(n.setAttribute("stroke-linecap","butt"),n.setAttribute("stroke-linejoin","round"),n.setAttribute("stroke-miterlimit","4"),this.textSpans[t]=n,this.layerElement.appendChild(n)),n.style.display="inherit"),p.reset(),p.scale(r.finalSize/100,r.finalSize/100),f&&(o[t].n&&(d=-y,m+=r.yOffset,m+=u?1:0,u=!1),this.applyTextPropertiesToMatrix(r,p,o[t].line,d,m),d+=o[t].l||0,d+=y),h?(l=(g=(v=this.globalData.fontManager.getCharData(r.finalText[t],i.fStyle,this.globalData.fontManager.getFontByName(r.f).fFamily))&&v.data||{}).shapes?g.shapes[0].it:[],f?c+=this.createPathShape(p,l):n.setAttribute("d",this.createPathShape(p,l))):(f&&n.setAttribute("transform","translate("+p.props[12]+","+p.props[13]+")"),n.textContent=o[t].val,n.setAttributeNS("http://www.w3.org/XML/1998/namespace","xml:space","preserve"));f&&n&&n.setAttribute("d",c)}else{var _=this.textContainer,P="start";switch(r.j){case 1:P="end";break;case 2:P="middle";break;default:P="start"}_.setAttribute("text-anchor",P),_.setAttribute("letter-spacing",y);var S=this.buildTextContents(r.finalText);for(e=S.length,m=r.ps?r.ps[1]+r.ascent:0,t=0;t1&&o&&this.setShapesAsAnimated(n)}},SVGShapeElement.prototype.setShapesAsAnimated=function(t){var e,r=t.length;for(e=0;e=0;o-=1){if((f=this.searchProcessedElement(t[o]))?e[o]=r[f-1]:t[o]._render=n,"fl"===t[o].ty||"st"===t[o].ty||"gf"===t[o].ty||"gs"===t[o].ty)f?e[o].style.closed=!1:e[o]=this.createStyleElement(t[o],a),t[o]._render&&i.appendChild(e[o].style.pElem),u.push(e[o].style);else if("gr"===t[o].ty){if(f)for(l=e[o].it.length,h=0;h=l?d<0?i:a:i+f*Math.pow((s-t)/d,1/r),p[c]=n,c+=1,o+=256/255;return p.join(" ")},SVGProLevelsFilter.prototype.renderFrame=function(t){if(t||this.filterManager._mdf){var e,r=this.filterManager.effectElements;this.feFuncRComposed&&(t||r[3].p._mdf||r[4].p._mdf||r[5].p._mdf||r[6].p._mdf||r[7].p._mdf)&&(e=this.getTableValue(r[3].p.v,r[4].p.v,r[5].p.v,r[6].p.v,r[7].p.v),this.feFuncRComposed.setAttribute("tableValues",e),this.feFuncGComposed.setAttribute("tableValues",e),this.feFuncBComposed.setAttribute("tableValues",e)),this.feFuncR&&(t||r[10].p._mdf||r[11].p._mdf||r[12].p._mdf||r[13].p._mdf||r[14].p._mdf)&&(e=this.getTableValue(r[10].p.v,r[11].p.v,r[12].p.v,r[13].p.v,r[14].p.v),this.feFuncR.setAttribute("tableValues",e)),this.feFuncG&&(t||r[17].p._mdf||r[18].p._mdf||r[19].p._mdf||r[20].p._mdf||r[21].p._mdf)&&(e=this.getTableValue(r[17].p.v,r[18].p.v,r[19].p.v,r[20].p.v,r[21].p.v),this.feFuncG.setAttribute("tableValues",e)),this.feFuncB&&(t||r[24].p._mdf||r[25].p._mdf||r[26].p._mdf||r[27].p._mdf||r[28].p._mdf)&&(e=this.getTableValue(r[24].p.v,r[25].p.v,r[26].p.v,r[27].p.v,r[28].p.v),this.feFuncB.setAttribute("tableValues",e)),this.feFuncA&&(t||r[31].p._mdf||r[32].p._mdf||r[33].p._mdf||r[34].p._mdf||r[35].p._mdf)&&(e=this.getTableValue(r[31].p.v,r[32].p.v,r[33].p.v,r[34].p.v,r[35].p.v),this.feFuncA.setAttribute("tableValues",e))}},SVGDropShadowEffect.prototype.renderFrame=function(t){if(t||this.filterManager._mdf){if((t||this.filterManager.effectElements[4].p._mdf)&&this.feGaussianBlur.setAttribute("stdDeviation",this.filterManager.effectElements[4].p.v/4),t||this.filterManager.effectElements[0].p._mdf){var e=this.filterManager.effectElements[0].p.v;this.feFlood.setAttribute("flood-color",rgbToHex(Math.round(255*e[0]),Math.round(255*e[1]),Math.round(255*e[2])))}if((t||this.filterManager.effectElements[1].p._mdf)&&this.feFlood.setAttribute("flood-opacity",this.filterManager.effectElements[1].p.v/255),t||this.filterManager.effectElements[2].p._mdf||this.filterManager.effectElements[3].p._mdf){var r=this.filterManager.effectElements[3].p.v,i=(this.filterManager.effectElements[2].p.v-90)*degToRads,a=r*Math.cos(i),s=r*Math.sin(i);this.feOffset.setAttribute("dx",a),this.feOffset.setAttribute("dy",s)}}};var _svgMatteSymbols=[];function SVGMatte3Effect(t,e,r){this.initialized=!1,this.filterManager=e,this.filterElem=t,this.elem=r,r.matteElement=createNS("g"),r.matteElement.appendChild(r.layerElement),r.matteElement.appendChild(r.transformedElement),r.baseElement=r.matteElement}function SVGEffects(t){var e,r,i=t.data.ef?t.data.ef.length:0,a=createElementID(),s=filtersFactory.createFilter(a,!0),n=0;for(this.filters=[],e=0;eo&&"xMidYMid slice"===h||n=0;t-=1)(this.completeLayers||this.elements[t])&&this.elements[t].renderFrame()},CVCompElement.prototype.destroy=function(){var t;for(t=this.layers.length-1;t>=0;t-=1)this.elements[t]&&this.elements[t].destroy();this.layers=null,this.elements=null},CVMaskElement.prototype.renderFrame=function(){if(this.hasMasks){var t,e,r,i,a=this.element.finalTransform.mat,s=this.element.canvasContext,n=this.masksProperties.length;for(s.beginPath(),t=0;t=0;s-=1){if((h=this.searchProcessedElement(t[s]))?e[s]=r[h-1]:t[s]._shouldRender=i,"fl"===t[s].ty||"st"===t[s].ty||"gf"===t[s].ty||"gs"===t[s].ty)h?e[s].style.closed=!1:e[s]=this.createStyleElement(t[s],m),f.push(e[s].style);else if("gr"===t[s].ty){if(h)for(o=e[s].it.length,n=0;n=0;a-=1)"tr"===e[a].ty?(s=r[a].transform,this.renderShapeTransform(t,s)):"sh"===e[a].ty||"el"===e[a].ty||"rc"===e[a].ty||"sr"===e[a].ty?this.renderPath(e[a],r[a]):"fl"===e[a].ty?this.renderFill(e[a],r[a],s):"st"===e[a].ty?this.renderStroke(e[a],r[a],s):"gf"===e[a].ty||"gs"===e[a].ty?this.renderGradientFill(e[a],r[a],s):"gr"===e[a].ty?this.renderShape(s,e[a].it,r[a].it):e[a].ty;i&&this.drawLayer()},CVShapeElement.prototype.renderStyledShape=function(t,e){if(this._isFirstFrame||e._mdf||t.transforms._mdf){var r,i,a,s=t.trNodes,n=e.paths,o=n._length;s.length=0;var h=t.transforms.finalTransform;for(a=0;a=1?c=.99:c<=-1&&(c=-.99);var f=l*c,d=Math.cos(p+e.a.v)*f+o[0],m=Math.sin(p+e.a.v)*f+o[1];i=n.createRadialGradient(d,m,0,o[0],o[1],l)}var u=t.g.p,y=e.g.c,g=1;for(s=0;s0&&o<1&&c[f].push(this.calculateF(o,t,e,r,i,f)):(h=s*s-4*n*a)>=0&&((l=(-s+bmSqrt(h))/(2*a))>0&&l<1&&c[f].push(this.calculateF(l,t,e,r,i,f)),(p=(-s-bmSqrt(h))/(2*a))>0&&p<1&&c[f].push(this.calculateF(p,t,e,r,i,f))));this.shapeBoundingBox.left=bmMin.apply(null,c[0]),this.shapeBoundingBox.top=bmMin.apply(null,c[1]),this.shapeBoundingBox.right=bmMax.apply(null,c[0]),this.shapeBoundingBox.bottom=bmMax.apply(null,c[1])},HShapeElement.prototype.calculateF=function(t,e,r,i,a,s){return bmPow(1-t,3)*e[s]+3*bmPow(1-t,2)*t*r[s]+3*(1-t)*bmPow(t,2)*i[s]+bmPow(t,3)*a[s]},HShapeElement.prototype.calculateBoundingBox=function(t,e){var r,i=t.length;for(r=0;r=t.x+t.width&&this.currentBBox.height+this.currentBBox.y>=t.y+t.height},HShapeElement.prototype.renderInnerContent=function(){if(this._renderShapeFrame(),!this.hidden&&(this._isFirstFrame||this._mdf)){var t=this.tempBoundingBox,e=999999;if(t.x=e,t.xMax=-e,t.y=e,t.yMax=-e,this.calculateBoundingBox(this.itemsData,t),t.width=t.xMax=0;t-=1){var i=this.hierarchy[t].finalTransform.mProp;this.mat.translate(-i.p.v[0],-i.p.v[1],i.p.v[2]),this.mat.rotateX(-i.or.v[0]).rotateY(-i.or.v[1]).rotateZ(i.or.v[2]),this.mat.rotateX(-i.rx.v).rotateY(-i.ry.v).rotateZ(i.rz.v),this.mat.scale(1/i.s.v[0],1/i.s.v[1],1/i.s.v[2]),this.mat.translate(i.a.v[0],i.a.v[1],i.a.v[2])}if(this.p?this.mat.translate(-this.p.v[0],-this.p.v[1],this.p.v[2]):this.mat.translate(-this.px.v,-this.py.v,this.pz.v),this.a){var a;a=this.p?[this.p.v[0]-this.a.v[0],this.p.v[1]-this.a.v[1],this.p.v[2]-this.a.v[2]]:[this.px.v-this.a.v[0],this.py.v-this.a.v[1],this.pz.v-this.a.v[2]];var s=Math.sqrt(Math.pow(a[0],2)+Math.pow(a[1],2)+Math.pow(a[2],2)),n=[a[0]/s,a[1]/s,a[2]/s],o=Math.sqrt(n[2]*n[2]+n[0]*n[0]),h=Math.atan2(n[1],o),l=Math.atan2(n[0],-n[2]);this.mat.rotateY(l).rotateX(-h)}this.mat.rotateX(-this.rx.v).rotateY(-this.ry.v).rotateZ(this.rz.v),this.mat.rotateX(-this.or.v[0]).rotateY(-this.or.v[1]).rotateZ(this.or.v[2]),this.mat.translate(this.globalData.compSize.w/2,this.globalData.compSize.h/2,0),this.mat.translate(0,0,this.pe.v);var p=!this._prevMat.equals(this.mat);if((p||this.pe._mdf)&&this.comp.threeDElements){var c,f,d;for(e=this.comp.threeDElements.length,t=0;t=0;r-=1)e[r].animation.destroy(t)},t.freeze=function(){n=!0},t.unfreeze=function(){n=!1,m()},t.setVolume=function(t,r){var a;for(a=0;athis.animationData.op&&(this.animationData.op=t.op,this.totalFrames=Math.floor(t.op-this.animationData.ip));var e,r,i=this.animationData.layers,a=i.length,s=t.layers,n=s.length;for(r=0;rthis.timeCompleted&&(this.currentFrame=this.timeCompleted),this.trigger("enterFrame"),this.renderFrame()},AnimationItem.prototype.renderFrame=function(){if(!1!==this.isLoaded&&this.renderer)try{this.renderer.renderFrame(this.currentFrame+this.firstFrame)}catch(t){this.triggerRenderFrameError(t)}},AnimationItem.prototype.play=function(t){t&&this.name!==t||!0===this.isPaused&&(this.isPaused=!1,this.audioController.resume(),this._idle&&(this._idle=!1,this.trigger("_active")))},AnimationItem.prototype.pause=function(t){t&&this.name!==t||!1===this.isPaused&&(this.isPaused=!0,this._idle=!0,this.trigger("_idle"),this.audioController.pause())},AnimationItem.prototype.togglePause=function(t){t&&this.name!==t||(!0===this.isPaused?this.play():this.pause())},AnimationItem.prototype.stop=function(t){t&&this.name!==t||(this.pause(),this.playCount=0,this._completedLoop=!1,this.setCurrentRawFrameValue(0))},AnimationItem.prototype.getMarkerData=function(t){for(var e,r=0;r=this.totalFrames-1&&this.frameModifier>0?this.loop&&this.playCount!==this.loop?e>=this.totalFrames?(this.playCount+=1,this.checkSegments(e%this.totalFrames)||(this.setCurrentRawFrameValue(e%this.totalFrames),this._completedLoop=!0,this.trigger("loopComplete"))):this.setCurrentRawFrameValue(e):this.checkSegments(e>this.totalFrames?e%this.totalFrames:0)||(r=!0,e=this.totalFrames-1):e<0?this.checkSegments(e%this.totalFrames)||(!this.loop||this.playCount--<=0&&!0!==this.loop?(r=!0,e=0):(this.setCurrentRawFrameValue(this.totalFrames+e%this.totalFrames),this._completedLoop?this.trigger("loopComplete"):this._completedLoop=!0)):this.setCurrentRawFrameValue(e),r&&(this.setCurrentRawFrameValue(e),this.pause(),this.trigger("complete"))}},AnimationItem.prototype.adjustSegment=function(t,e){this.playCount=0,t[1]0&&(this.playSpeed<0?this.setSpeed(-this.playSpeed):this.setDirection(-1)),this.totalFrames=t[0]-t[1],this.timeCompleted=this.totalFrames,this.firstFrame=t[1],this.setCurrentRawFrameValue(this.totalFrames-.001-e)):t[1]>t[0]&&(this.frameModifier<0&&(this.playSpeed<0?this.setSpeed(-this.playSpeed):this.setDirection(1)),this.totalFrames=t[1]-t[0],this.timeCompleted=this.totalFrames,this.firstFrame=t[0],this.setCurrentRawFrameValue(.001+e)),this.trigger("segmentStart")},AnimationItem.prototype.setSegment=function(t,e){var r=-1;this.isPaused&&(this.currentRawFrame+this.firstFramee&&(r=e-t)),this.firstFrame=t,this.totalFrames=e-t,this.timeCompleted=this.totalFrames,-1!==r&&this.goToAndStop(r,!0)},AnimationItem.prototype.playSegments=function(t,e){if(e&&(this.segments.length=0),"object"==typeof t[0]){var r,i=t.length;for(r=0;rr){var i=r;r=e,e=i}return Math.min(Math.max(t,e),r)}function radiansToDegrees(t){return t/degToRads}var radians_to_degrees=radiansToDegrees;function degreesToRadians(t){return t*degToRads}var degrees_to_radians=radiansToDegrees,helperLengthArray=[0,0,0,0,0,0];function length(t,e){if("number"==typeof t||t instanceof Number)return e=e||0,Math.abs(t-e);var r;e||(e=helperLengthArray);var i=Math.min(t.length,e.length),a=0;for(r=0;r.5?l/(2-n-o):l/(n+o),n){case i:e=(a-s)/l+(a1&&(r-=1),r<1/6?t+6*(e-t)*r:r<.5?e:r<2/3?t+(e-t)*(2/3-r)*6:t}function hslToRgb(t){var e,r,i,a=t[0],s=t[1],n=t[2];if(0===s)e=n,i=n,r=n;else{var o=n<.5?n*(1+s):n+s-n*s,h=2*n-o;e=hue2rgb(h,o,a+1/3),r=hue2rgb(h,o,a),i=hue2rgb(h,o,a-1/3)}return[e,r,i,t[3]]}function linear(t,e,r,i,a){if(void 0!==i&&void 0!==a||(i=e,a=r,e=0,r=1),r=r)return a;var n,o=r===e?0:(t-e)/(r-e);if(!i.length)return i+(a-i)*o;var h=i.length,l=createTypedArray("float32",h);for(n=0;n1){for(i=0;i1?e=1:e<0&&(e=0);var n=t(e);if($bm_isInstanceOfArray(a)){var o,h=a.length,l=createTypedArray("float32",h);for(o=0;odata.k[e].t&&tdata.k[e+1].t-t?(r=e+2,i=data.k[e+1].t):(r=e+1,i=data.k[e].t);break}}-1===r&&(r=e+1,i=data.k[e].t)}else r=0,i=0;var s={};return s.index=r,s.time=i/elem.comp.globalData.frameRate,s}function key(t){var e,r,i;if(!data.k.length||"number"==typeof data.k[0])throw new Error("The property has no keyframe at index "+t);t-=1,e={time:data.k[t].t/elem.comp.globalData.frameRate,value:[]};var a=Object.prototype.hasOwnProperty.call(data.k[t],"s")?data.k[t].s:data.k[t-1].e;for(i=a.length,r=0;rl.length-1)&&(e=l.length-1),i=p-(a=l[l.length-1-e].t)),"pingpong"===t){if(Math.floor((h-a)/i)%2!=0)return this.getValueAtTime((i-(h-a)%i+a)/this.comp.globalData.frameRate,0)}else{if("offset"===t){var c=this.getValueAtTime(a/this.comp.globalData.frameRate,0),f=this.getValueAtTime(p/this.comp.globalData.frameRate,0),d=this.getValueAtTime(((h-a)%i+a)/this.comp.globalData.frameRate,0),m=Math.floor((h-a)/i);if(this.pv.length){for(n=(o=new Array(c.length)).length,s=0;s=p)return this.pv;if(r?a=p+(i=e?Math.abs(this.elem.comp.globalData.frameRate*e):Math.max(0,this.elem.data.op-p)):((!e||e>l.length-1)&&(e=l.length-1),i=(a=l[e].t)-p),"pingpong"===t){if(Math.floor((p-h)/i)%2==0)return this.getValueAtTime(((p-h)%i+p)/this.comp.globalData.frameRate,0)}else{if("offset"===t){var c=this.getValueAtTime(p/this.comp.globalData.frameRate,0),f=this.getValueAtTime(a/this.comp.globalData.frameRate,0),d=this.getValueAtTime((i-(p-h)%i+p)/this.comp.globalData.frameRate,0),m=Math.floor((p-h)/i)+1;if(this.pv.length){for(n=(o=new Array(c.length)).length,s=0;s1?(a+t-s)/(e-1):1,o=0,h=0;for(r=this.pv.length?createTypedArray("float32",this.pv.length):0;on){var p=o,c=r.c&&o===h-1?0:o+1,f=(n-l)/s[o].addedLength;i=bez.getPointInSegment(r.v[p],r.v[c],r.o[p],r.i[c],f,s[o]);break}l+=s[o].addedLength,o+=1}return i||(i=r.c?[r.v[0][0],r.v[0][1]]:[r.v[r._length-1][0],r.v[r._length-1][1]]),i},vectorOnPath:function(t,e,r){1==t?t=this.v.c:0==t&&(t=.999);var i=this.pointOnPath(t,e),a=this.pointOnPath(t+.001,e),s=a[0]-i[0],n=a[1]-i[1],o=Math.sqrt(Math.pow(s,2)+Math.pow(n,2));return 0===o?[0,0]:"tangent"===r?[s/o,n/o]:[-n/o,s/o]},tangentOnPath:function(t,e){return this.vectorOnPath(t,e,"tangent")},normalOnPath:function(t,e){return this.vectorOnPath(t,e,"normal")},setGroupProperty:expressionHelpers.setGroupProperty,getValueAtTime:expressionHelpers.getStaticValueAtTime},extendPrototype([l],o),extendPrototype([l],h),h.prototype.getValueAtTime=function(t){return this._cachingAtTime||(this._cachingAtTime={shapeValue:shapePool.clone(this.pv),lastIndex:0,lastTime:initialDefaultFrame}),t*=this.elem.globalData.frameRate,(t-=this.offsetTime)!==this._cachingAtTime.lastTime&&(this._cachingAtTime.lastIndex=this._cachingAtTime.lastTime1&&(defaultCurveSegments=t);roundValues(!(defaultCurveSegments>=50))}function inBrowser(){return"undefined"!=typeof navigator}function installPlugin(t,e){"expressions"===t&&(expressionsPlugin=e)}function getFactory(t){switch(t){case"propertyFactory":return PropertyFactory;case"shapePropertyFactory":return ShapePropertyFactory;case"matrix":return Matrix;default:return null}}function checkReady(){"complete"===document.readyState&&(clearInterval(readyStateCheckInterval),searchAnimations())}function getQueryVariable(t){for(var e=queryString.split("&"),r=0;rObject.prototype.hasOwnProperty.call(t,e))}function fromURL(t){return _fromURL.apply(this,arguments)}function _fromURL(){return(_fromURL=_asyncToGenerator((function*(t){if("string"!=typeof t)throw new Error("The url value must be a string");var e;try{var r=new URL(t),i=yield fetch(r.toString());e=yield i.json()}catch(t){throw new Error("An error occurred while trying to load the Lottie file from URL")}return e}))).apply(this,arguments)}exports.PlayerState=void 0,PlayerState=exports.PlayerState||(exports.PlayerState={}),PlayerState.Destroyed="destroyed",PlayerState.Error="error",PlayerState.Frozen="frozen",PlayerState.Loading="loading",PlayerState.Paused="paused",PlayerState.Playing="playing",PlayerState.Stopped="stopped",exports.PlayMode=void 0,PlayMode=exports.PlayMode||(exports.PlayMode={}),PlayMode.Bounce="bounce",PlayMode.Normal="normal",exports.PlayerEvents=void 0,PlayerEvents=exports.PlayerEvents||(exports.PlayerEvents={}),PlayerEvents.Complete="complete",PlayerEvents.Destroyed="destroyed",PlayerEvents.Error="error",PlayerEvents.Frame="frame",PlayerEvents.Freeze="freeze",PlayerEvents.Load="load",PlayerEvents.Loop="loop",PlayerEvents.Pause="pause",PlayerEvents.Play="play",PlayerEvents.Ready="ready",PlayerEvents.Rendered="rendered",PlayerEvents.Stop="stop",exports.LottiePlayer=class extends LitElement{constructor(){super(...arguments),this.autoplay=!1,this.background="transparent",this.controls=!1,this.currentState=exports.PlayerState.Loading,this.description="Lottie animation",this.direction=1,this.hover=!1,this.intermission=1,this.loop=!1,this.mode=exports.PlayMode.Normal,this.preserveAspectRatio="xMidYMid meet",this.renderer="svg",this.speed=1,this._io=void 0,this._counter=0}load(t){var e=this;return _asyncToGenerator((function*(){if(e.shadowRoot){var r={container:e.container,loop:!1,autoplay:!1,renderer:e.renderer,rendererSettings:{preserveAspectRatio:e.preserveAspectRatio,clearCanvas:!1,progressiveLoad:!0,hideOnTransparent:!0}};try{var i=parseSrc(t),a={},s="string"==typeof i?"path":"animationData";e._lottie&&e._lottie.destroy(),e._lottie=lottie.loadAnimation(Object.assign(Object.assign({},r),{[s]:i})),e._attachEventListeners(),"path"===s?(a=yield fromURL(i),s="animationData"):a=i,isLottie(a)||(e.currentState=exports.PlayerState.Error,e.dispatchEvent(new CustomEvent(exports.PlayerEvents.Error)))}catch(t){return e.currentState=exports.PlayerState.Error,void e.dispatchEvent(new CustomEvent(exports.PlayerEvents.Error))}}}))()}getLottie(){return this._lottie}play(){this._lottie&&(this._lottie.play(),this.currentState=exports.PlayerState.Playing,this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Play)))}pause(){this._lottie&&(this._lottie.pause(),this.currentState=exports.PlayerState.Paused,this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Pause)))}stop(){this._lottie&&(this._counter=0,this._lottie.stop(),this.currentState=exports.PlayerState.Stopped,this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Stop)))}destroy(){this._lottie&&(this._lottie.destroy(),this.currentState=exports.PlayerState.Destroyed,this.dispatchEvent(new CustomEvent(exports.PlayerEvents.Destroyed)),this.remove())}seek(t){if(this._lottie){var e=/^(\d+)(%?)$/.exec(t.toString());if(e){var r="%"===e[2]?this._lottie.totalFrames*Number(e[1])/100:Number(e[1]);this.seeker=r,this.currentState===exports.PlayerState.Playing?this._lottie.goToAndPlay(r,!0):(this._lottie.goToAndStop(r,!0),this._lottie.pause())}}}snapshot(){var t=!(arguments.length>0&&void 0!==arguments[0])||arguments[0];if(this.shadowRoot){var e=this.shadowRoot.querySelector(".animation svg"),r=(new XMLSerializer).serializeToString(e);if(t){var i=document.createElement("a");i.href="data:image/svg+xml;charset=utf-8,".concat(encodeURIComponent(r)),i.download="download_".concat(this.seeker,".svg"),document.body.appendChild(i),i.click(),document.body.removeChild(i)}return r}}setSpeed(){var t=arguments.length>0&&void 0!==arguments[0]?arguments[0]:1;this._lottie&&this._lottie.setSpeed(t)}setDirection(t){this._lottie&&this._lottie.setDirection(t)}setLooping(t){this._lottie&&(this.loop=t,this._lottie.loop=t)}togglePlay(){return this.currentState===exports.PlayerState.Playing?this.pause():this.play()}toggleLooping(){this.setLooping(!this.loop)}resize(){this._lottie&&this._lottie.resize()}static get styles(){return styles}disconnectedCallback(){this._io&&(this._io.disconnect(),this._io=void 0),document.removeEventListener("visibilitychange",()=>this._onVisibilityChange()),this.destroy()}render(){var t=this.controls?"main controls":"main",e=this.controls?"animation controls":"animation";return 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