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resources.py
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from datetime import datetime, UTC, timedelta
from logging import Logger
import functools
import re
from estuary_cdk.flow import CaptureBinding
from estuary_cdk.capture import Task
from estuary_cdk.capture.common import (
Resource,
open_binding,
ResourceConfig,
ResourceState,
)
from estuary_cdk.http import HTTPSession, HTTPMixin, TokenSource, HTTPError
from .api import (
API,
fetch_incremental,
fetch_backfill,
fetch_incremental_substreams,
fetch_backfill_substreams,
fetch_incremental_no_events,
fetch_backfill_usage_records,
fetch_incremental_usage_records,
)
from .models import (
Accounts,
EndpointConfig,
ListResult,
STREAMS,
REGIONAL_STREAMS,
SPLIT_CHILD_STREAM_NAMES,
)
DISABLED_MESSAGE_REGEX = r"Your account is not set up to use"
async def check_accessibility(
http: HTTPMixin,
log: Logger,
url: str,
) -> bool:
"""
Returns a boolean representing whether the provided stream is accessible (True if accessible, False if inaccessible).
If a stream is inaccessible due to API key permissions, the Stripe API response has a status code of:
- 401 (live Stripe accounts)
- 403 (test Stripe accounts)
There are also some streams (like Authorizations, one of the Issuing streams) that can be enabled/disabled separately from API key permissions.
These streams return a 400 status code & message that contains "Your account is not set up to use X."
"""
is_accessible = True
try:
await http.request(log, url)
except HTTPError as err:
is_permission_blocked = err.code == 401 or err.code == 403
is_disabled = err.code == 400 and bool(
re.search(DISABLED_MESSAGE_REGEX, err.message)
)
is_accessible = not is_permission_blocked and not is_disabled
return is_accessible
async def _fetch_connected_account_ids(
http: HTTPSession,
log: Logger,
) -> list[str]:
connected_accounts = ListResult[Accounts].model_validate_json(
await http.request(log, f"{API}/accounts")
)
return list(
set([item.id for item in connected_accounts.data if item.id is not None])
)
async def _fetch_platform_account_id(
http: HTTPSession,
log: Logger,
) -> str:
platform_account = Accounts.model_validate_json(
await http.request(log, f"{API}/account")
)
return platform_account.id
async def all_resources(
log: Logger, http: HTTPMixin, config: EndpointConfig
) -> list[Resource]:
http.token_source = TokenSource(oauth_spec=None, credentials=config.credentials)
is_restricted_api_key = config.credentials.access_token.startswith("rk_")
all_streams: list[Resource] = []
# If a restricted API key was provided, we have to ensure the /events endpoint is accessible.
# Almost all streams use this endpoint for incremental replication, so we must be able to access it.
if is_restricted_api_key:
events_url = f"{API}/events"
if not await check_accessibility(http, log, events_url):
raise RuntimeError(
"/events endpoint is not accessible, preventing incremental replication.\nPlease update your restricted API key to have read permissions for Events."
)
platform_account_id = await _fetch_platform_account_id(http, log)
connected_account_ids = []
if config.capture_connected_accounts:
connected_account_ids = await _fetch_connected_account_ids(http, log)
for element in STREAMS:
is_accessible_stream = True
base_stream = element.get("stream")
# If we have a restricted API key, we have to check if we can access each stream.
if is_restricted_api_key:
url = f"{API}/{base_stream.SEARCH_NAME}"
is_accessible_stream = await check_accessibility(http, log, url)
if is_accessible_stream:
# If the stream class does not have an EVENT_TYPES attribute, then it does not have any associated events.
resource = (
base_object(
base_stream,
http,
config.start_date,
platform_account_id,
connected_account_ids,
)
if hasattr(base_stream, "EVENT_TYPES")
else no_events_object(
base_stream,
http,
config.start_date,
platform_account_id,
connected_account_ids,
)
)
all_streams.append(resource)
children = element.get("children", [])
for child in children:
is_accessible_child = True
child_stream = child.get("stream")
# If the child stream has a discoverPath specified, then it's accessibility can be different from its parent.
if child.get("discoverPath", None):
url = f"{API}/{child.get('discoverPath')}"
is_accessible_child = await check_accessibility(http, log, url)
if is_accessible_child:
match child_stream.NAME:
case "UsageRecords":
all_streams.append(
usage_records(
base_stream,
child_stream,
http,
config.start_date,
platform_account_id,
connected_account_ids,
)
)
case _ if child_stream.NAME in SPLIT_CHILD_STREAM_NAMES:
all_streams.append(
split_child_object(
base_stream,
child_stream,
http,
config.start_date,
platform_account_id,
connected_account_ids,
)
)
case _:
all_streams.append(
child_object(
base_stream,
child_stream,
http,
config.start_date,
platform_account_id,
connected_account_ids,
)
)
# Regional streams are only available in certain countries, so we always have
# check if they accessible regardless of the API key provided.
for stream in REGIONAL_STREAMS:
url = f"{API}/{stream.SEARCH_NAME}"
if await check_accessibility(http, log, url):
resource = base_object(
stream,
http,
config.start_date,
platform_account_id,
connected_account_ids,
)
all_streams.append(resource)
return all_streams
def _create_initial_state(all_account_ids: list[str]) -> ResourceState:
cutoff = datetime.now(tz=UTC)
initial_state = ResourceState(
inc={
account_id: ResourceState.Incremental(cursor=cutoff)
for account_id in all_account_ids
},
backfill={
account_id: ResourceState.Backfill(next_page=None, cutoff=cutoff)
for account_id in all_account_ids
},
)
return initial_state
def base_object(
cls,
http: HTTPSession,
start_date: datetime,
platform_account_id: str,
connected_account_ids: list[str],
) -> Resource:
"""Base Object handles the default case from source-stripe-native
It requires a single, parent stream with a valid Event API Type
"""
all_account_ids = [platform_account_id, *connected_account_ids]
def open(
binding: CaptureBinding[ResourceConfig],
binding_index: int,
state: ResourceState,
task: Task,
all_bindings,
):
if not connected_account_ids or len(connected_account_ids) == 0:
fetch_changes_fns = functools.partial(
fetch_incremental,
cls,
platform_account_id,
None,
http,
)
else:
fetch_changes_fns = {
account_id: functools.partial(
fetch_incremental,
cls,
platform_account_id,
account_id,
http,
)
for account_id in all_account_ids
}
if not connected_account_ids or len(connected_account_ids) == 0:
fetch_page_fns = functools.partial(
fetch_backfill,
cls,
start_date,
platform_account_id,
None,
http,
)
else:
fetch_page_fns = {
account_id: functools.partial(
fetch_backfill,
cls,
start_date,
platform_account_id,
account_id,
http,
)
for account_id in all_account_ids
}
open_binding(
binding,
binding_index,
state,
task,
fetch_changes=fetch_changes_fns,
fetch_page=fetch_page_fns,
)
initial_state = _create_initial_state(all_account_ids)
return Resource(
name=cls.NAME,
key=["/id"],
model=cls,
open=open,
initial_state=initial_state,
initial_config=ResourceConfig(name=cls.NAME, interval=timedelta(minutes=5)),
schema_inference=True,
)
def child_object(
cls,
child_cls,
http: HTTPSession,
start_date: datetime,
platform_account_id: str,
connected_account_ids: list[str],
) -> Resource:
"""Child Object handles the default child case from source-stripe-native
It requires both the parent and child stream, with the parent stream having
a valid Event API Type
"""
all_account_ids = [platform_account_id, *connected_account_ids]
def open(
binding: CaptureBinding[ResourceConfig],
binding_index: int,
state: ResourceState,
task: Task,
all_bindings,
):
if not connected_account_ids or len(connected_account_ids) == 0:
fetch_changes_fns = functools.partial(
fetch_incremental_substreams,
cls,
child_cls,
platform_account_id,
None,
http,
)
else:
fetch_changes_fns = {
account_id: functools.partial(
fetch_incremental_substreams,
cls,
child_cls,
platform_account_id,
account_id,
http,
)
for account_id in all_account_ids
}
if not connected_account_ids or len(connected_account_ids) == 0:
fetch_page_fns = functools.partial(
fetch_backfill_substreams,
cls,
child_cls,
start_date,
platform_account_id,
None,
http,
)
else:
fetch_page_fns = {
account_id: functools.partial(
fetch_backfill_substreams,
cls,
child_cls,
start_date,
platform_account_id,
account_id,
http,
)
for account_id in all_account_ids
}
open_binding(
binding,
binding_index,
state,
task,
fetch_changes=fetch_changes_fns,
fetch_page=fetch_page_fns,
)
initial_state = _create_initial_state(all_account_ids)
return Resource(
name=child_cls.NAME,
key=["/id"],
model=child_cls,
open=open,
initial_state=initial_state,
initial_config=ResourceConfig(
name=child_cls.NAME, interval=timedelta(minutes=5)
),
schema_inference=True,
)
def split_child_object(
cls,
child_cls,
http: HTTPSession,
start_date: datetime,
platform_account_id: str,
connected_account_ids: list[str],
) -> Resource:
"""
split_child_object handles the case where a stream is a child stream when backfilling
but incrementally replicates based off events that contain the child stream resource directly
in the API response. Meaning, the stream behaves like a non-chid stream incrementally.
"""
all_account_ids = [platform_account_id, *connected_account_ids]
def open(
binding: CaptureBinding[ResourceConfig],
binding_index: int,
state: ResourceState,
task: Task,
all_bindings,
):
if not connected_account_ids or len(connected_account_ids) == 0:
fetch_changes_fns = functools.partial(
fetch_incremental,
child_cls,
platform_account_id,
None,
http,
)
else:
fetch_changes_fns = {
account_id: functools.partial(
fetch_incremental,
child_cls,
platform_account_id,
account_id,
http,
)
for account_id in all_account_ids
}
if not connected_account_ids or len(connected_account_ids) == 0:
fetch_page_fns = functools.partial(
fetch_backfill_substreams,
cls,
child_cls,
start_date,
platform_account_id,
None,
http,
)
else:
fetch_page_fns = {
account_id: functools.partial(
fetch_backfill_substreams,
cls,
child_cls,
start_date,
platform_account_id,
account_id,
http,
)
for account_id in all_account_ids
}
open_binding(
binding,
binding_index,
state,
task,
fetch_changes=fetch_changes_fns,
fetch_page=fetch_page_fns,
)
initial_state = _create_initial_state(all_account_ids)
return Resource(
name=child_cls.NAME,
key=["/id"],
model=child_cls,
open=open,
initial_state=initial_state,
initial_config=ResourceConfig(
name=child_cls.NAME, interval=timedelta(minutes=5)
),
schema_inference=True,
)
def usage_records(
cls,
child_cls,
http: HTTPSession,
start_date: datetime,
platform_account_id: str,
connected_account_ids: list[str],
) -> Resource:
"""Usage Records handles a specific stream (UsageRecords).
This is required since Usage Records is a child stream from SubscriptionItem
and requires special processing.
"""
all_account_ids = [platform_account_id, *connected_account_ids]
def open(
binding: CaptureBinding[ResourceConfig],
binding_index: int,
state: ResourceState,
task: Task,
all_bindings,
):
if not connected_account_ids or len(connected_account_ids) == 0:
fetch_changes_fns = functools.partial(
fetch_incremental_usage_records,
cls,
child_cls,
platform_account_id,
None,
http,
)
else:
fetch_changes_fns = {
account_id: functools.partial(
fetch_incremental_usage_records,
cls,
child_cls,
platform_account_id,
account_id,
http,
)
for account_id in all_account_ids
}
if not connected_account_ids or len(connected_account_ids) == 0:
fetch_page_fns = functools.partial(
fetch_backfill_usage_records,
cls,
child_cls,
start_date,
platform_account_id,
None,
http,
)
else:
fetch_page_fns = {
account_id: functools.partial(
fetch_backfill_usage_records,
cls,
child_cls,
start_date,
platform_account_id,
account_id,
http,
)
for account_id in all_account_ids
}
open_binding(
binding,
binding_index,
state,
task,
fetch_changes=fetch_changes_fns,
fetch_page=fetch_page_fns,
)
initial_state = _create_initial_state(all_account_ids)
return Resource(
name=child_cls.NAME,
key=["/subscription_item"], # Note: This is different from other resources
model=child_cls,
open=open,
initial_state=initial_state,
initial_config=ResourceConfig(
name=child_cls.NAME, interval=timedelta(minutes=5)
),
schema_inference=True,
)
def no_events_object(
cls,
http: HTTPSession,
start_date: datetime,
platform_account_id: str,
connected_account_ids: list[str],
) -> Resource:
"""No Events Object handles a edge-case from source-stripe-native,
where the given parent stream does not contain a valid Events API type.
It requires a single, parent stream with a valid list all API endpoint.
It works very similar to the base object, but without the use of the Events APi.
"""
all_account_ids = [platform_account_id, *connected_account_ids]
def open(
binding: CaptureBinding[ResourceConfig],
binding_index: int,
state: ResourceState,
task: Task,
all_bindings,
):
if not connected_account_ids or len(connected_account_ids) == 0:
fetch_changes_fns = functools.partial(
fetch_incremental_no_events,
cls,
platform_account_id,
None,
http,
)
else:
fetch_changes_fns = {
account_id: functools.partial(
fetch_incremental_no_events,
cls,
platform_account_id,
account_id,
http,
)
for account_id in all_account_ids
}
if not connected_account_ids or len(connected_account_ids) == 0:
fetch_page_fns = functools.partial(
fetch_backfill,
cls,
start_date,
platform_account_id,
None,
http,
)
else:
fetch_page_fns = {
account_id: functools.partial(
fetch_backfill,
cls,
start_date,
platform_account_id,
account_id,
http,
)
for account_id in all_account_ids
}
open_binding(
binding,
binding_index,
state,
task,
fetch_changes=fetch_changes_fns,
fetch_page=fetch_page_fns,
)
initial_state = _create_initial_state(all_account_ids)
return Resource(
name=cls.NAME,
key=["/id"],
model=cls,
open=open,
initial_state=initial_state,
initial_config=ResourceConfig(name=cls.NAME, interval=timedelta(minutes=5)),
schema_inference=True,
)