diff --git a/.github/workflows/ci_workflow.yml b/.github/workflows/ci_workflow.yml index 0ca1c1c..9e3ebe1 100644 --- a/.github/workflows/ci_workflow.yml +++ b/.github/workflows/ci_workflow.yml @@ -6,61 +6,61 @@ name: Test tap-snowflake on: [push] jobs: - linting: - - runs-on: ubuntu-latest - strategy: - matrix: - # Only lint using the primary version used for dev - python-version: ["3.13"] - - steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@42375524e23c412d93fb67b49958b491fce71c38 # v5.4.0 - with: - python-version: ${{ matrix.python-version }} - - name: Install Poetry - run: | - python -m pip install --upgrade pip - pip install poetry==1.8.* - - name: Install dependencies - run: | - poetry install - - name: Run lint command from tox.ini - run: | - poetry run tox -e lint - - pytest: - - runs-on: ubuntu-latest - env: - GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}} - SF_USER: ${{secrets.SF_USER}} - SF_PASSWORD: ${{secrets.SF_PASSWORD}} - SF_ACCOUNT: ${{secrets.SF_ACCOUNT}} - SF_DATABASE: ${{secrets.SF_DATABASE}} - SF_WAREHOUSE: ${{secrets.SF_WAREHOUSE}} - SF_ROLE: ${{secrets.SF_ROLE}} - strategy: - fail-fast: false - max-parallel: 2 - matrix: - python-version: ["3.9", "3.10", "3.11", "3.12", "3.13"] - - steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@42375524e23c412d93fb67b49958b491fce71c38 # v5.4.0 - with: - python-version: ${{ matrix.python-version }} - - name: Install Poetry - run: | - python -m pip install --upgrade pip - pip install poetry==1.8.* - - name: Install dependencies - run: | - poetry install - - name: Test with pytest - run: | - poetry run pytest --capture=no + # Linting and pytest jobs disabled - not needed for this fork + # linting: + # runs-on: ubuntu-latest + # strategy: + # matrix: + # # Only lint using the primary version used for dev + # python-version: ["3.13"] + # + # steps: + # - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0 + # - name: Set up Python ${{ matrix.python-version }} + # uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0 + # with: + # python-version: ${{ matrix.python-version }} + # - name: Install Poetry + # run: | + # python -m pip install --upgrade pip + # pip install poetry==2.2.* + # - name: Install dependencies + # run: | + # poetry install + # - name: Run lint command from tox.ini + # run: | + # poetry run tox -e lint + # + # pytest: + # + # runs-on: ubuntu-latest + # env: + # GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}} + # SF_USER: ${{secrets.SF_USER}} + # SF_PASSWORD: ${{secrets.SF_PASSWORD}} + # SF_ACCOUNT: ${{secrets.SF_ACCOUNT}} + # SF_DATABASE: ${{secrets.SF_DATABASE}} + # SF_WAREHOUSE: ${{secrets.SF_WAREHOUSE}} + # SF_ROLE: ${{secrets.SF_ROLE}} + # strategy: + # fail-fast: false + # max-parallel: 2 + # matrix: + # python-version: ["3.10", "3.11", "3.12", "3.13"] + # + # steps: + # - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0 + # - name: Set up Python ${{ matrix.python-version }} + # uses: actions/setup-python@e797f83bcb11b83ae66e0230d6156d7c80228e7c # v6.0.0 + # with: + # python-version: ${{ matrix.python-version }} + # - name: Install Poetry + # run: | + # python -m pip install --upgrade pip + # pip install poetry==2.2.* + # - name: Install dependencies + # run: | + # poetry install + # - name: Test with pytest + # run: | + # poetry run pytest --capture=no diff --git a/.github/workflows/project_add.yml b/.github/workflows/project_add.yml index 3cfbaca..4ffb100 100644 --- a/.github/workflows/project_add.yml +++ b/.github/workflows/project_add.yml @@ -1,25 +1,26 @@ # Managed by Pulumi. Any edits to this file will be overwritten. +# Disabled - this workflow is for MeltanoLabs org, not needed for HGData fork -name: Add issues and PRs to MeltanoLabs Overview Project - -on: - issues: - types: - - opened - - reopened - - transferred - pull_request: - types: - - opened - - reopened - -jobs: - add-to-project: - name: Add issue to project - runs-on: ubuntu-latest - if: ${{ github.actor != 'dependabot[bot]' }} - steps: - - uses: actions/add-to-project@244f685bbc3b7adfa8466e08b698b5577571133e # v1.0.2 - with: - project-url: https://github.com/orgs/MeltanoLabs/projects/3 - github-token: ${{ secrets.MELTYBOT_PROJECT_ADD_PAT }} +# name: Add issues and PRs to MeltanoLabs Overview Project +# +# on: +# issues: +# types: +# - opened +# - reopened +# - transferred +# pull_request: +# types: +# - opened +# - reopened +# +# jobs: +# add-to-project: +# name: Add issue to project +# runs-on: ubuntu-latest +# if: ${{ github.actor != 'dependabot[bot]' }} +# steps: +# - uses: actions/add-to-project@244f685bbc3b7adfa8466e08b698b5577571133e # v1.0.2 +# with: +# project-url: https://github.com/orgs/MeltanoLabs/projects/3 +# github-token: ${{ secrets.MELTYBOT_PROJECT_ADD_PAT }} diff --git a/.github/workflows/release_workflow.yml b/.github/workflows/release_workflow.yml index d2c5e3f..287519a 100644 --- a/.github/workflows/release_workflow.yml +++ b/.github/workflows/release_workflow.yml @@ -14,10 +14,10 @@ jobs: outputs: version: ${{ steps.baipp.outputs.package_version }} steps: - - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2 + - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0 with: fetch-depth: 0 - - uses: hynek/build-and-inspect-python-package@b5076c307dc91924a82ad150cdd1533b444d3310 # v2.12.0 + - uses: hynek/build-and-inspect-python-package@efb823f52190ad02594531168b7a2d5790e66516 # v2.14.0 id: baipp deploy: @@ -26,12 +26,12 @@ jobs: runs-on: ubuntu-latest needs: [build] steps: - - uses: actions/download-artifact@cc203385981b70ca67e1cc392babf9cc229d5806 # v4.1.9 + - uses: actions/download-artifact@018cc2cf5baa6db3ef3c5f8a56943fffe632ef53 # v6.0.0 with: name: Packages path: dist - name: Upload wheel to release - uses: svenstaro/upload-release-action@04733e069f2d7f7f0b4aebc4fbdbce8613b03ccd # 2.9.0 + uses: svenstaro/upload-release-action@81c65b7cd4de9b2570615ce3aad67a41de5b1a13 # 2.11.2 with: repo_token: ${{ secrets.GITHUB_TOKEN }} file: dist/*.whl @@ -39,4 +39,4 @@ jobs: overwrite: true file_glob: true - name: Publish - uses: pypa/gh-action-pypi-publish@76f52bc884231f62b9a034ebfe128415bbaabdfc # v1.12.4 + uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e # v1.13.0 diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index e9f936c..f828bd8 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,6 +1,6 @@ repos: - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v4.6.0 + rev: v6.0.0 hooks: - id: check-json - id: check-toml @@ -9,13 +9,13 @@ repos: - id: trailing-whitespace - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.6.7 + rev: v0.14.2 hooks: - - id: ruff + - id: ruff-check args: [--fix, --exit-non-zero-on-fix] - id: ruff-format - repo: https://github.com/pre-commit/mirrors-mypy - rev: v1.11.2 + rev: v1.18.2 hooks: - id: mypy diff --git a/meltano.yml b/meltano.yml index 7b45cdd..9509ae3 100644 --- a/meltano.yml +++ b/meltano.yml @@ -1,6 +1,7 @@ version: 1 send_anonymous_usage_stats: true project_id: tap-snowflake +default_environment: dev plugins: extractors: - name: tap-snowflake diff --git a/poetry.lock b/poetry.lock index 39c3790..476dc5c 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,16 +1,4 @@ -# This file is automatically @generated by Poetry 2.1.2 and should not be changed by hand. - -[[package]] -name = "appdirs" -version = "1.4.4" -description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." -optional = false -python-versions = "*" -groups = ["main", "dev"] -files = [ - {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"}, - {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"}, -] +# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. [[package]] name = "asn1crypto" @@ -26,24 +14,16 @@ files = [ [[package]] name = "attrs" -version = "25.1.0" +version = "25.4.0" description = "Classes Without Boilerplate" optional = false -python-versions = ">=3.8" +python-versions = ">=3.9" groups = ["main", "dev"] files = [ - {file = "attrs-25.1.0-py3-none-any.whl", hash = "sha256:c75a69e28a550a7e93789579c22aa26b0f5b83b75dc4e08fe092980051e1090a"}, - {file = "attrs-25.1.0.tar.gz", hash = "sha256:1c97078a80c814273a76b2a298a932eb681c87415c11dee0a6921de7f1b02c3e"}, + {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"}, + {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"}, ] -[package.extras] -benchmark = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] -cov = ["cloudpickle ; platform_python_implementation == \"CPython\"", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] -dev = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] -docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"] -tests = ["cloudpickle ; platform_python_implementation == \"CPython\"", "hypothesis", "mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-xdist[psutil]"] -tests-mypy = ["mypy (>=1.11.1) ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\"", "pytest-mypy-plugins ; platform_python_implementation == \"CPython\" and python_version >= \"3.10\""] - [[package]] name = "backoff" version = "2.2.1" @@ -64,7 +44,7 @@ description = "Backport of Python 3.11's datetime.fromisoformat" optional = false python-versions = ">3" groups = ["main", "dev"] -markers = "python_version < \"3.11\"" +markers = "python_version == \"3.10\"" files = [ {file = "backports_datetime_fromisoformat-2.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5f681f638f10588fa3c101ee9ae2b63d3734713202ddfcfb6ec6cea0778a29d4"}, {file = "backports_datetime_fromisoformat-2.0.3-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:cd681460e9142f1249408e5aee6d178c6d89b49e06d44913c8fdfb6defda8d1c"}, @@ -134,57 +114,66 @@ testing = ["jaraco.test", "pytest (!=8.0.*)", "pytest (>=6,!=8.1.*)", "pytest-ch [[package]] name = "boto3" -version = "1.38.4" +version = "1.40.61" description = "The AWS SDK for Python" optional = false python-versions = ">=3.9" groups = ["main"] files = [ - {file = "boto3-1.38.4-py3-none-any.whl", hash = "sha256:ab315d38409f5b3262b653a10b0fac786bcff7e51e03dcb99ff38ba16bf85630"}, - 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description = "Backport of pathlib-compatible object wrapper for zip files" optional = false python-versions = ">=3.9" groups = ["main", "dev"] markers = "python_version < \"3.12\"" files = [ - {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"}, - {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"}, + {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"}, + {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"}, ] [package.extras] @@ -1988,10 +2161,10 @@ check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1) ; sys_platform != \" cover = ["pytest-cov"] doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] enabler = ["pytest-enabler (>=2.2)"] -test = ["big-O", "importlib-resources ; python_version < \"3.9\"", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] +test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"] type = ["pytest-mypy"] [metadata] lock-version = "2.1" -python-versions = ">=3.9" -content-hash = "016ae908f6d4e890100d86f08860dc47acc96b27c1e4e1da70d2b7c2645d9f54" +python-versions = ">=3.10" +content-hash = "551d213ed72a85b832571a977e3e358675d89ee689f50bba17124ecc91cb0034" diff --git a/pyproject.toml b/pyproject.toml index 92e6748..db3f887 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -15,18 +15,18 @@ packages = [ ] [tool.poetry.dependencies] -python = ">=3.9" +python = ">=3.10" cryptography = ">=40" -singer-sdk = "~=0.39.1" -snowflake-sqlalchemy = "1.6.1" -snowflake-connector-python = { version = "~=3.15.0", extras = ["secure-local-storage"] } -sqlalchemy = "~=2.0.34" +singer-sdk = "~=0.52.4" +snowflake-sqlalchemy = "1.7.7" +snowflake-connector-python = { version = "~=3.17.4", extras = ["secure-local-storage"] } +sqlalchemy = "~=2.0.43" [tool.poetry.group.dev.dependencies] -mypy = ">=1" +mypy = ">=1.17" singer-sdk = {extras = ["testing"], version = "*"} -tox = "^3.24.4" -ruff = "^0.6.7" +tox = "~=4.30.2" +ruff = "~=0.14.0" [tool.isort] profile = "black" @@ -36,12 +36,13 @@ src_paths = "tap_snowflake" [tool.ruff] line-length = 88 src = ["target_snowflake"] -target-version = "py39" +target-version = "py310" [tool.ruff.lint] ignore = [ "ANN001", "ANN401", + "COM812", "S608", "SLF001", "EM101", @@ -62,7 +63,7 @@ convention = "google" max-complexity = 10 [build-system] -requires = ["poetry-core==2.1.2", "poetry-dynamic-versioning==1.8.2"] +requires = ["poetry-core==2.2.1", "poetry-dynamic-versioning==1.9.1"] build-backend = "poetry_dynamic_versioning.backend" [tool.poetry.scripts] diff --git a/tap_snowflake/client.py b/tap_snowflake/client.py index 8f23854..c4c9270 100644 --- a/tap_snowflake/client.py +++ b/tap_snowflake/client.py @@ -6,7 +6,6 @@ from __future__ import annotations import contextlib -import datetime import sys from dataclasses import dataclass from enum import Enum, auto @@ -15,47 +14,29 @@ from typing import TYPE_CHECKING, Any from uuid import uuid4 -import singer_sdk.helpers._typing import sqlalchemy +import sqlalchemy.engine +import sqlalchemy.engine.reflection from cryptography.hazmat.backends import default_backend from cryptography.hazmat.primitives import serialization -from singer_sdk import SQLConnector, SQLStream, metrics +from singer_sdk import metrics from singer_sdk.exceptions import ConfigValidationError +from singer_sdk.sql import SQLConnector, SQLStream +from singer_sdk.sql.connector import SQLToJSONSchema from singer_sdk.streams.core import REPLICATION_FULL_TABLE, REPLICATION_INCREMENTAL from snowflake.sqlalchemy import URL from sqlalchemy.sql import text if TYPE_CHECKING: - from collections.abc import Iterable + from collections.abc import Iterable, Sequence from singer_sdk.helpers import types from singer_sdk.helpers._batch import BaseBatchFileEncoding, BatchConfig + from singer_sdk.sql.connector import FullyQualifiedName from sqlalchemy.engine import Connection, CursorResult from sqlalchemy.sql import Executable from sqlalchemy.sql.elements import TextClause -unpatched_conform = singer_sdk.helpers._typing._conform_primitive_property - - -def patched_conform( - elem: Any, - property_schema: dict, -) -> Any: - """Overrides Singer SDK type conformance to prevent dates turning into datetimes. - - Converts a primitive (i.e. not object or array) to a json compatible type. - - Returns: - The appropriate json compatible type. - """ - if isinstance(elem, datetime.date): - return elem.isoformat() - - return unpatched_conform(elem=elem, property_schema=property_schema) - - -singer_sdk.helpers._typing._conform_primitive_property = patched_conform - class SnowflakeAuthMethod(Enum): """Supported methods to authenticate to snowflake.""" @@ -95,9 +76,21 @@ class TableProfile: size_in_mb: int | None +class SnowflakeToJSONSchema(SQLToJSONSchema): + """Snowflake to JSON schema. + + We can't take advantage of this instance to map the type of VARIANT, ARRAY, and + OBJECT columns because snowflake-sqlalchemy returns JSON strings: + + https://github.com/snowflakedb/snowflake-sqlalchemy/blob/31062877ae013e0fda3194142055b9aea58acdfc/README.md#variant-array-and-object-support + """ + + class SnowflakeConnector(SQLConnector): """Connects to the Snowflake SQL source.""" + sql_to_jsonschema_converter = SnowflakeToJSONSchema + def get_private_key(self) -> bytes: """Get private key from the right location.""" try: @@ -207,9 +200,19 @@ def wrapped_connect(*args: Any, **kwargs: Any) -> Connection: return engine # overridden to filter out the information_schema from catalog discovery - def discover_catalog_entries(self) -> list[dict]: + def discover_catalog_entries( + self, + *, + exclude_schemas: Sequence[str] = (), + reflect_indices: bool = True, + ) -> list[dict]: """Return a list of catalog entries from discovery. + Args: + exclude_schemas: A list of schema names to exclude from discovery. + reflect_indices: Whether to reflect indices to detect potential primary + keys. + Returns: The discovered catalog entries as a list. """ @@ -217,32 +220,54 @@ def discover_catalog_entries(self) -> list[dict]: tables = [t.lower() for t in self.config.get("tables", [])] engine = self.create_engine() inspected = sqlalchemy.inspect(engine) - schema_names = [ - self._dialect.identifier_preparer.quote(schema_name) - for schema_name in self.get_schema_names(engine, inspected) - if schema_name.lower() != "information_schema" - ] - not_tables = not tables - table_schemas = {} if not_tables else {x.split(".")[0] for x in tables} - table_schema_names = [ - x for x in schema_names if x in table_schemas - ] or schema_names + table_schema_names: list[str] = list( + () # No tables specified + if not tables + else {x.split(".")[0] for x in tables} # Get the schema from each table + ) + if not table_schema_names: + table_schema_names = [ + self._dialect.identifier_preparer.quote(schema_name) + for schema_name in self.get_schema_names(engine, inspected) + if schema_name.lower() != "information_schema" + ] + + object_kinds = ( + (sqlalchemy.engine.reflection.ObjectKind.TABLE, False), + (sqlalchemy.engine.reflection.ObjectKind.ANY_VIEW, True), + ) for schema_name in table_schema_names: # Iterate through each table and view of relevant schemas - for table_name, is_view in self.get_object_names( - engine, - inspected, - schema_name, - ): - if not_tables or (f"{schema_name}.{table_name}" in tables): - catalog_entry = self.discover_catalog_entry( + if schema_name in exclude_schemas: + continue + + primary_keys = inspected.get_multi_pk_constraint(schema=schema_name) + + if reflect_indices: + indices = inspected.get_multi_indexes(schema=schema_name) + else: + indices = {} + + for object_kind, is_view in object_kinds: + columns = inspected.get_multi_columns( + schema=schema_name, + kind=object_kind, + ) + + result.extend( + self.discover_catalog_entry( engine, inspected, schema_name, - table_name, + table, is_view, - ) - result.append(catalog_entry.to_dict()) + reflected_columns=columns[schema, table], + reflected_pk=primary_keys.get((schema, table)), + reflected_indices=indices.get((schema, table), []), + ).to_dict() + for schema, table in columns + if not tables or (f"{schema_name}.{table}" in tables) + ) return result @@ -251,6 +276,7 @@ def get_table_profile( full_table_name: str, stats: set[ProfileStats], profile_columns: list[str] | None = None, + where_clause: str | None = None, ) -> TableProfile: """Scan source system for a set of profile stats. @@ -274,6 +300,12 @@ def get_table_profile( to combine stats gathering into fewer tables scans where possible and only spend time pulling in requested stats. + Args: + full_table_name: Fully qualified table name. + stats: Set of profile statistics to collect. + profile_columns: List of column names to profile. + where_clause: Optional WHERE clause to filter the table (e.g., "col >= value"). + Returns: A TableProfile object. Stats may be left null if not requested, not available, or not implemented. Callers should check each field for null @@ -302,9 +334,14 @@ def get_table_profile( expressions.append(f"count({col}) as nonnull__{col}") if ProfileStats.COLUMN_NULL_VALUES in stats: expressions.append(f"count(1) - count({col}) as null__{col}") + + query = f"SELECT {', '.join(expressions)} FROM {full_table_name}" + if where_clause: + query += f" WHERE {where_clause}" + result_dict = ( self.execute( - text(f"SELECT {', '.join(expressions)} FROM {full_table_name}"), + text(query), ) .one() ._asdict() @@ -349,39 +386,84 @@ def _sync_batches( This is a proposed replacement for the SDK internal SQLStream._sync_baches. Per: https://github.com/meltano/sdk/issues/976 - This version stores the max replication value before batch sync starts, and then - increments the stream state with this value after the sync operation completes. - - Since any FULL_TABLE sync operations may subsequently be run as INCREMENTAL, - the querying of the max value is not dependent upon running in INCREMENTAL mode. + This version preserves existing bookmarks, collects the max replication value + only from records that were actually synced (filtered by bookmark if it exists), + and increments the stream state with this value after the sync operation completes. Args: batch_config: The batch configuration. context: Stream partition or context dictionary. """ + # Capture existing bookmark BEFORE _write_starting_replication_value + # Read directly from state like the SDK does, to avoid dependency on + # STARTING_MARKER which is only set after _write_starting_replication_value + # This ensures we preserve the bookmark even if + # _write_starting_replication_value tries to reset it + existing_bookmark = None + if self.replication_key: + state = self.get_context_state(context) + replication_key_value = state.get("replication_key_value") + if replication_key_value and self.replication_key == state.get( + "replication_key", + ): + # Keep the bookmark as-is from state + # (already JSON-compatible string/number) + existing_bookmark = replication_key_value + self._write_starting_replication_value(context) - # New: Collect the max value for the replication column. + # Collect the max value for the replication column. + # If bookmark exists, only collect max from records >= bookmark + # (incremental sync). If no bookmark, collect max from entire table + # (first sync / full table). max_replication_key_value = None if self.replication_key: - table_profile: TableProfile = self.connector.get_table_profile( # type: ignore[attr-defined] - full_table_name=self.fully_qualified_name, - stats={ProfileStats.COLUMN_MAX_VALUE}, - profile_columns=[self.replication_key], - ) + if existing_bookmark: + # Incremental sync: only get max from records that will be synced + # Format the bookmark value for SQL WHERE clause. + # State stores values as JSON-compatible strings, so we need to + # format them properly for SQL (handle strings, timestamps, numbers) + if self.is_timestamp_replication_key: + # For timestamps, wrap in quotes (already a string from state) + bookmark_str = f"'{existing_bookmark}'" + elif isinstance(existing_bookmark, str): + # For string values, escape single quotes and wrap in quotes + escaped = existing_bookmark.replace(chr(39), chr(39) + chr(39)) + bookmark_str = f"'{escaped}'" + else: + # For numeric values, use as-is + bookmark_str = str(existing_bookmark) + + where_clause = f"{self.replication_key} >= {bookmark_str}" + table_profile: TableProfile = ( + self.connector.get_table_profile( # type: ignore[attr-defined] + full_table_name=self.fully_qualified_name, + stats={ProfileStats.COLUMN_MAX_VALUE}, + profile_columns=[self.replication_key], + where_clause=where_clause, + ) + ) + else: + # First sync or full table: get max from entire table + table_profile = self.connector.get_table_profile( # type: ignore[attr-defined] + full_table_name=self.fully_qualified_name, + stats={ProfileStats.COLUMN_MAX_VALUE}, + profile_columns=[self.replication_key], + ) + max_replication_key_value = table_profile.column_profiles[ self.replication_key ].max_value - # Not chanded: Note that the STATE messages will not have an incremented - # replication key value at this point. + # Sync batches with metrics.batch_counter(self.name, context=context) as counter: for encoding, manifest in self.get_batches(batch_config, context): counter.increment() self._write_batch_message(encoding=encoding, manifest=manifest) self._write_state_message() - # New: Increment and emit the final STATE message after sync has completed. + # Increment and emit the final STATE message after sync has completed. + # Only update state if we have a max value (records were synced). if max_replication_key_value: self._increment_stream_state( latest_record={ @@ -416,7 +498,7 @@ def _get_full_table_copy_statement( sync_id: str, prefix: str, objects: list[str], - table_name: str, + table_name: FullyQualifiedName, ) -> tuple[TextClause, dict]: """Get FULL_TABLE copy statement and key bindings.""" statement = [f"copy into '@~/tap-snowflake/{sync_id}/{prefix}' from "] @@ -442,7 +524,7 @@ def _get_incremental_copy_statement( sync_id: str, prefix: str, objects: list[str], - table_name: str, + table_name: FullyQualifiedName, replication_key_value, ) -> tuple[TextClause, dict]: """Get INCREMENTAL copy statement and key bindings.""" diff --git a/tox.ini b/tox.ini index 4393b6e..841e6ce 100644 --- a/tox.ini +++ b/tox.ini @@ -1,12 +1,12 @@ # This file can be used to customize tox tests as well as other test frameworks like flake8 and mypy [tox] -envlist = py38 -; envlist = py37, py38, py39 +envlist = py313 +; envlist = py310, py311, py312, py313 isolated_build = true [testenv] -whitelist_externals = poetry +allowlist_externals = poetry commands = poetry install -v @@ -18,7 +18,7 @@ commands = [testenv:pytest] # Run the python tests. # To execute, run `tox -e pytest` -envlist = py38, py39 +envlist = py310, py311, py312, py313 commands = poetry install -v poetry run pytest