diff --git a/.github/workflows/codspeed.yml b/.github/workflows/codspeed.yml index 23d2f79eb..1c592cc21 100644 --- a/.github/workflows/codspeed.yml +++ b/.github/workflows/codspeed.yml @@ -1,4 +1,4 @@ -name: codspeed +name: Performance Testing with CodSpeed 🐇 on: push: @@ -24,6 +24,13 @@ on: # performance analysis in order to generate initial data. workflow_dispatch: +concurrency: + group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }} + cancel-in-progress: true + +env: + FORCE_COLOR: "1" + jobs: benchmarks: runs-on: ubuntu-latest diff --git a/.github/workflows/constraints.txt b/.github/workflows/constraints.txt index 9c097dc1a..0985ce1ab 100644 --- a/.github/workflows/constraints.txt +++ b/.github/workflows/constraints.txt @@ -1,5 +1,5 @@ griffe~=1.5 pip==24.3.1 -poetry==1.8.4 +poetry==1.8.5 pre-commit==4.0.1 nox==2024.10.9 diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml index 1cd706cb6..adaca82af 100644 --- a/.github/workflows/release.yml +++ b/.github/workflows/release.yml @@ -40,7 +40,7 @@ jobs: with: name: Packages path: dist - - uses: actions/attest-build-provenance@v1 + - uses: actions/attest-build-provenance@v2 id: attest with: subject-path: "./dist/singer_sdk*" diff --git a/.github/workflows/version_bump.yml b/.github/workflows/version_bump.yml index ab81bb067..48a77f86f 100644 --- a/.github/workflows/version_bump.yml +++ b/.github/workflows/version_bump.yml @@ -51,7 +51,7 @@ jobs: - name: Bump version id: cz-bump - uses: commitizen-tools/commitizen-action@0.22.0 + uses: commitizen-tools/commitizen-action@0.23.0 with: increment: ${{ github.event.inputs.bump != 'auto' && github.event.inputs.bump || '' }} prerelease: ${{ github.event.inputs.prerelease != 'none' && github.event.inputs.prerelease || '' }} diff --git a/.readthedocs.yml b/.readthedocs.yml index 19438e79e..277036810 100644 --- a/.readthedocs.yml +++ b/.readthedocs.yml @@ -3,7 +3,7 @@ version: 2 build: os: ubuntu-24.04 tools: - python: "3.12" + python: "3.13" sphinx: builder: html diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml index e456b9896..e00fcf85f 100644 --- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml +++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/.pre-commit-config.yaml @@ -18,13 +18,13 @@ repos: - id: trailing-whitespace - repo: https://github.com/python-jsonschema/check-jsonschema - rev: 0.29.4 + rev: 0.30.0 hooks: - id: check-dependabot - id: check-github-workflows - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.7.3 + rev: v0.8.1 hooks: - id: ruff args: [--fix, --exit-non-zero-on-fix, --show-fixes] diff --git a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml index f09be6d50..22b0a85bf 100644 --- a/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml +++ b/cookiecutter/mapper-template/{{cookiecutter.mapper_id}}/pyproject.toml @@ -53,8 +53,6 @@ target-version = "py39" [tool.ruff.lint] ignore = [ - "ANN101", # missing-type-self - "ANN102", # missing-type-cls "COM812", # missing-trailing-comma "ISC001", # single-line-implicit-string-concatenation ] diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml index 869ab2492..1e260ebad 100644 --- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml +++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/.pre-commit-config.yaml @@ -18,13 +18,13 @@ repos: - id: trailing-whitespace - repo: https://github.com/python-jsonschema/check-jsonschema - rev: 0.29.4 + rev: 0.30.0 hooks: - id: check-dependabot - id: check-github-workflows - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.7.3 + rev: v0.8.1 hooks: - id: ruff args: [--fix, --exit-non-zero-on-fix, --show-fixes] diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml index bf1deb719..4e1034325 100644 --- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml +++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/pyproject.toml @@ -38,6 +38,9 @@ fs-s3fs = { version = "~=1.1.1", optional = true } {%- if cookiecutter.stream_type in ["REST", "GraphQL"] %} requests = "~=2.32.3" {%- endif %} +{%- if cookiecutter.stream_type == "SQL" %} +sqlalchemy = "~=2.0.36" +{%- endif %} [tool.poetry.group.dev.dependencies] pytest = ">=8" @@ -67,8 +70,6 @@ target-version = "py39" [tool.ruff.lint] ignore = [ - "ANN101", # missing-type-self - "ANN102", # missing-type-cls "COM812", # missing-trailing-comma "ISC001", # single-line-implicit-string-concatenation ] diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/graphql-client.py b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/graphql-client.py index efdaa0c75..93cdd1699 100644 --- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/graphql-client.py +++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/graphql-client.py @@ -5,7 +5,7 @@ import decimal import typing as t -import requests # noqa: TCH002 +import requests # noqa: TC002 from singer_sdk.streams import {{ cookiecutter.stream_type }}Stream {%- if cookiecutter.auth_method in ("OAuth2", "JWT") %} diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py index 5eb38aaf0..0ca4bbb36 100644 --- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py +++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/rest-client.py @@ -12,29 +12,29 @@ {% if cookiecutter.auth_method == "API Key" -%} from singer_sdk.authenticators import APIKeyAuthenticator from singer_sdk.helpers.jsonpath import extract_jsonpath -from singer_sdk.pagination import BaseAPIPaginator # noqa: TCH002 +from singer_sdk.pagination import BaseAPIPaginator # noqa: TC002 from singer_sdk.streams import {{ cookiecutter.stream_type }}Stream {% elif cookiecutter.auth_method == "Bearer Token" -%} from singer_sdk.authenticators import BearerTokenAuthenticator from singer_sdk.helpers.jsonpath import extract_jsonpath -from singer_sdk.pagination import BaseAPIPaginator # noqa: TCH002 +from singer_sdk.pagination import BaseAPIPaginator # noqa: TC002 from singer_sdk.streams import {{ cookiecutter.stream_type }}Stream {% elif cookiecutter.auth_method == "Basic Auth" -%} from requests.auth import HTTPBasicAuth from singer_sdk.helpers.jsonpath import extract_jsonpath -from singer_sdk.pagination import BaseAPIPaginator # noqa: TCH002 +from singer_sdk.pagination import BaseAPIPaginator # noqa: TC002 from singer_sdk.streams import {{ cookiecutter.stream_type }}Stream {% elif cookiecutter.auth_method == "Custom or N/A" -%} from singer_sdk.helpers.jsonpath import extract_jsonpath -from singer_sdk.pagination import BaseAPIPaginator # noqa: TCH002 +from singer_sdk.pagination import BaseAPIPaginator # noqa: TC002 from singer_sdk.streams import {{ cookiecutter.stream_type }}Stream {% elif cookiecutter.auth_method in ("OAuth2", "JWT") -%} from singer_sdk.helpers.jsonpath import extract_jsonpath -from singer_sdk.pagination import BaseAPIPaginator # noqa: TCH002 +from singer_sdk.pagination import BaseAPIPaginator # noqa: TC002 from singer_sdk.streams import {{ cookiecutter.stream_type }}Stream from {{ cookiecutter.library_name }}.auth import {{ cookiecutter.source_name }}Authenticator diff --git a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/sql-client.py b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/sql-client.py index 886b0d8f7..884ccb37f 100644 --- a/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/sql-client.py +++ b/cookiecutter/tap-template/{{cookiecutter.tap_id}}/{{cookiecutter.library_name}}/sql-client.py @@ -7,7 +7,7 @@ import typing as t -import sqlalchemy # noqa: TCH002 +import sqlalchemy # noqa: TC002 from singer_sdk import SQLConnector, SQLStream diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml b/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml index 86aedf0e9..891875e49 100644 --- a/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml +++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/.pre-commit-config.yaml @@ -18,13 +18,13 @@ repos: - id: trailing-whitespace - repo: https://github.com/python-jsonschema/check-jsonschema - rev: 0.29.4 + rev: 0.30.0 hooks: - id: check-dependabot - id: check-github-workflows - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.7.3 + rev: v0.8.1 hooks: - id: ruff args: [--fix, --exit-non-zero-on-fix, --show-fixes] diff --git a/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml b/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml index 6074b71bc..45226d999 100644 --- a/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml +++ b/cookiecutter/target-template/{{cookiecutter.target_id}}/pyproject.toml @@ -55,8 +55,6 @@ target-version = "py39" [tool.ruff.lint] ignore = [ - "ANN101", # missing-type-self - "ANN102", # missing-type-cls "COM812", # missing-trailing-comma "ISC001", # single-line-implicit-string-concatenation ] diff --git a/docs/guides/sql-tap.md b/docs/guides/sql-tap.md index 9e3eda34e..68b171f84 100644 --- a/docs/guides/sql-tap.md +++ b/docs/guides/sql-tap.md @@ -1,5 +1,9 @@ # Building SQL taps +```{warning} +Starting with version `0.43.0`, SQL taps require SQLAlchemy 2.0 or newer. +``` + ## Mapping SQL types to JSON Schema Starting with version `0.41.0`, the Meltano Singer SDK provides a clean way to map SQL types to JSON Schema. This is useful when the SQL dialect you are using has custom types that need to be mapped accordingly to JSON Schema. diff --git a/docs/stream_maps.md b/docs/stream_maps.md index a47539158..7c65b88c8 100644 --- a/docs/stream_maps.md +++ b/docs/stream_maps.md @@ -778,3 +778,31 @@ the `key_properties` in an extract-load pipeline. For instance, it is common to "append-only" loading behavior in certain targets, as may be required for historical reporting. This does not change the underlying nature of the `primary_key` configuration in the upstream source data, only how it will be landed or deduped in the downstream source. + + +### Q: How do I use Meltano environment variables to configure stream maps? + +**Answer:** Environment variables in Meltano can be used to configure stream maps, but you first need to add the corresponding settings +to your plugins `settings` option. For example: + +```yaml +plugins: + extractors: + - name: tap-csv + variant: meltanolabs + pip_url: git+https://github.com/MeltanoLabs/tap-csv.git + settings: + - name: stream_maps.customers.email + - name: stream_maps.customers.email_domain + - name: stream_maps.customers.email_hash + - name: stream_maps.customers.__else__ + - name: stream_maps.stream_map_config +``` + +Then, you can set the following environment variables: + +```shell +TAP_CSV_STREAM_MAPS_CUSTOMERS_EMAIL_DOMAIN='email.split("@")[-1]' +TAP_CSV_STREAM_MAPS_CUSTOMERS_EMAIL_HASH='md5(config["hash_seed"] + email)' +TAP_CSV_STREAM_MAP_CONFIG_HASH_SEED='01AWZh7A6DzGm6iJZZ2T' +``` diff --git a/poetry.lock b/poetry.lock index e19f3567d..386eb9827 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand. 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use in connecting to the source.""" return f"bigquery://{config['project_id']}" - def get_object_names( - self, - engine, - inspected, - schema_name: str, - ) -> list[tuple[str, bool]]: - """Return discoverable object names.""" - # Bigquery inspections returns table names in the form - # `schema_name.table_name` which later results in the project name - # override due to specifics in behavior of sqlalchemy-bigquery - # - # Let's strip `schema_name` prefix on the inspection - - return [ - (table_name.split(".")[-1], is_view) - for (table_name, is_view) in super().get_object_names( - engine, - inspected, - schema_name, - ) - ] - class BigQueryStream(SQLStream): """Stream class for BigQuery streams.""" diff --git a/samples/sample_tap_dummy_json/.pre-commit-config.yaml b/samples/sample_tap_dummy_json/.pre-commit-config.yaml index 5cad9ea54..81c36bdd5 100644 --- a/samples/sample_tap_dummy_json/.pre-commit-config.yaml +++ b/samples/sample_tap_dummy_json/.pre-commit-config.yaml @@ -5,7 +5,7 @@ ci: repos: - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v4.6.0 + rev: v5.0.0 hooks: - id: check-json exclude: | @@ -18,20 +18,20 @@ repos: - id: trailing-whitespace - repo: https://github.com/python-jsonschema/check-jsonschema - rev: 0.28.6 + rev: 0.30.0 hooks: - id: check-dependabot - id: check-github-workflows - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.5.0 + rev: v0.8.1 hooks: - id: ruff args: [--fix, --exit-non-zero-on-fix, --show-fixes] - id: ruff-format - repo: https://github.com/pre-commit/mirrors-mypy - rev: v1.10.1 + rev: v1.13.0 hooks: - id: mypy additional_dependencies: diff --git a/samples/sample_tap_dummy_json/tox.ini b/samples/sample_tap_dummy_json/tox.ini index 8b89a4ef1..90c122a54 100644 --- a/samples/sample_tap_dummy_json/tox.ini +++ b/samples/sample_tap_dummy_json/tox.ini @@ -2,18 +2,11 @@ [tox] envlist = py3{9,10,11,12,13} -isolated_build = true +requires = + tox>=4.19 [testenv] -allowlist_externals = poetry +deps = + pytest commands = - poetry install -v - poetry run pytest - -[testenv:pytest] -# Run the python tests. -# To execute, run `tox -e pytest` -envlist = py3{8,9,10,11,12,313} -commands = - poetry install -v - poetry run pytest + pytest {posargs} diff --git a/singer_sdk/connectors/sql.py b/singer_sdk/connectors/sql.py index 540de023e..3302a249f 100644 --- a/singer_sdk/connectors/sql.py +++ b/singer_sdk/connectors/sql.py @@ -13,10 +13,12 @@ from functools import lru_cache import sqlalchemy as sa +from sqlalchemy.engine import reflection from singer_sdk import typing as th from singer_sdk._singerlib import CatalogEntry, MetadataMapping, Schema from singer_sdk.exceptions import ConfigValidationError +from singer_sdk.helpers._compat import SingerSDKDeprecationWarning from singer_sdk.helpers._util import dump_json, load_json from singer_sdk.helpers.capabilities import TargetLoadMethods @@ -847,7 +849,12 @@ def get_schema_names( # noqa: PLR6301 """ return inspected.get_schema_names() - def get_object_names( + @deprecated( + "This method is deprecated.", + category=SingerSDKDeprecationWarning, + stacklevel=1, + ) + def get_object_names( # pragma: no cover self, engine: Engine, # noqa: ARG002 inspected: Inspector, @@ -877,10 +884,14 @@ def get_object_names( def discover_catalog_entry( self, engine: Engine, # noqa: ARG002 - inspected: Inspector, - schema_name: str, + inspected: Inspector, # noqa: ARG002 + schema_name: str | None, table_name: str, is_view: bool, # noqa: FBT001 + *, + reflected_columns: list[reflection.ReflectedColumn] | None = None, + reflected_pk: reflection.ReflectedPrimaryKeyConstraint | None = None, + reflected_indices: list[reflection.ReflectedIndex] | None = None, ) -> CatalogEntry: """Create `CatalogEntry` object for the given table or a view. @@ -890,44 +901,48 @@ def discover_catalog_entry( schema_name: Schema name to inspect table_name: Name of the table or a view is_view: Flag whether this object is a view, returned by `get_object_names` + reflect_indices: Whether to reflect indices + reflected_columns: List of reflected columns + reflected_pk: Reflected primary key + reflected_indices: List of reflected indices Returns: `CatalogEntry` object for the given table or a view """ # Initialize unique stream name - unique_stream_id = f"{schema_name}-{table_name}" + unique_stream_id = f"{schema_name}-{table_name}" if schema_name else table_name + + # Backwards-compatibility + reflected_columns = reflected_columns or [] + reflected_indices = reflected_indices or [] # Detect key properties possible_primary_keys: list[list[str]] = [] - pk_def = inspected.get_pk_constraint(table_name, schema=schema_name) - if pk_def and "constrained_columns" in pk_def: # type: ignore[redundant-expr] - possible_primary_keys.append(pk_def["constrained_columns"]) + if reflected_pk and "constrained_columns" in reflected_pk: + possible_primary_keys.append(reflected_pk["constrained_columns"]) # An element of the columns list is ``None`` if it's an expression and is # returned in the ``expressions`` list of the reflected index. possible_primary_keys.extend( index_def["column_names"] # type: ignore[misc] - for index_def in inspected.get_indexes(table_name, schema=schema_name) + for index_def in reflected_indices if index_def.get("unique", False) ) - key_properties = next(iter(possible_primary_keys), None) + key_properties = next(iter(possible_primary_keys), []) # Initialize columns list - table_schema = th.PropertiesList() - for column_def in inspected.get_columns(table_name, schema=schema_name): - column_name = column_def["name"] - is_nullable = column_def.get("nullable", False) - jsonschema_type: dict = self.to_jsonschema_type(column_def["type"]) - table_schema.append( - th.Property( - name=column_name, - wrapped=th.CustomType(jsonschema_type), - nullable=is_nullable, - required=column_name in key_properties if key_properties else False, - ), + properties = [ + th.Property( + name=column["name"], + wrapped=th.CustomType(self.to_jsonschema_type(column["type"])), + nullable=column.get("nullable", False), + required=column["name"] in key_properties, + description=column.get("comment"), ) - schema = table_schema.to_dict() + for column in reflected_columns + ] + schema = th.PropertiesList(*properties).to_dict() # Initialize available replication methods addl_replication_methods: list[str] = [""] # By default an empty list. @@ -960,30 +975,59 @@ def discover_catalog_entry( replication_key=None, # Must be defined by user ) - def discover_catalog_entries(self) -> list[dict]: + def discover_catalog_entries( + self, + *, + exclude_schemas: t.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. """ result: list[dict] = [] engine = self._engine inspected = sa.inspect(engine) + object_kinds = ( + (reflection.ObjectKind.TABLE, False), + (reflection.ObjectKind.ANY_VIEW, True), + ) for schema_name in self.get_schema_names(engine, inspected): - # Iterate through each table and view - for table_name, is_view in self.get_object_names( - engine, - inspected, - schema_name, - ): - catalog_entry = self.discover_catalog_entry( - engine, - inspected, - schema_name, - table_name, - is_view, + 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, + is_view, + 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 ) - result.append(catalog_entry.to_dict()) return result @@ -1217,8 +1261,7 @@ def prepare_schema(self, schema_name: str) -> None: Args: schema_name: The target schema name. """ - schema_exists = self.schema_exists(schema_name) - if not schema_exists: + if not self.schema_exists(schema_name): self.create_schema(schema_name) def prepare_table( diff --git a/singer_sdk/tap_base.py b/singer_sdk/tap_base.py index 8b5f8a57f..f0ae14cab 100644 --- a/singer_sdk/tap_base.py +++ b/singer_sdk/tap_base.py @@ -661,6 +661,9 @@ class SQLTap(Tap): querying a database's system tables). """ + exclude_schemas: t.Sequence[str] = [] + """Hard-coded list of stream names to skip when discovering the catalog.""" + _tap_connector: SQLConnector | None = None def __init__(self, *args: t.Any, **kwargs: t.Any) -> None: @@ -704,7 +707,9 @@ def catalog_dict(self) -> dict: connector = self.tap_connector result: dict[str, list[dict]] = {"streams": []} - result["streams"].extend(connector.discover_catalog_entries()) + result["streams"].extend( + connector.discover_catalog_entries(exclude_schemas=self.exclude_schemas), + ) self._catalog_dict = result return self._catalog_dict diff --git a/tests/core/test_connector_sql.py b/tests/core/test_connector_sql.py index 75267451a..a8b39521e 100644 --- a/tests/core/test_connector_sql.py +++ b/tests/core/test_connector_sql.py @@ -20,6 +20,8 @@ from singer_sdk.exceptions import ConfigValidationError if t.TYPE_CHECKING: + from pathlib import Path + from sqlalchemy.engine import Engine @@ -349,6 +351,32 @@ def test_adapt_column_type(self, connector: DuckDBConnector): assert result.keys() == ["id", "name"] assert result.cursor.description[1][1] == "STRING" + @pytest.mark.parametrize( + "exclude_schemas,expected_streams", + [ + ([], 1), + (["memory.my_schema"], 0), + ], + ) + def test_discover_catalog_entries_exclude_schemas( + self, + connector: DuckDBConnector, + exclude_schemas: list[str], + expected_streams: int, + ): + with connector._engine.connect() as conn, conn.begin(): + conn.execute(sa.text("CREATE SCHEMA my_schema")) + conn.execute( + sa.text( + "CREATE TABLE my_schema.test_table (id INTEGER PRIMARY KEY, name STRING)", # noqa: E501 + ) + ) + entries = connector.discover_catalog_entries( + exclude_schemas=exclude_schemas, + reflect_indices=False, + ) + assert len(entries) == expected_streams + def test_adapter_without_json_serde(): registry.register( @@ -688,3 +716,42 @@ def handle_raw_string(self, schema): } result = json_schema_to_sql.to_sql_type(image_type) assert isinstance(result, sa.types.LargeBinary) + + +def test_bench_discovery(benchmark, tmp_path: Path): + def _discover_catalog(connector): + connector.discover_catalog_entries() + + number_of_tables = 250 + number_of_views = 250 + number_of_columns = 10 + db_path = tmp_path / "foo.db" + engine = sa.create_engine(f"sqlite:///{db_path}") + + columns_fragment = ",".join(f"col_{i} VARCHAR" for i in range(number_of_columns)) + + # Seed a large number of tables + table_ddl = f""" + CREATE TABLE table_{{n}} ( + id INTEGER NOT NULL, + {columns_fragment}, + PRIMARY KEY (id) + ); + """ + + # Seed a large number of views + view_ddl = """ + CREATE VIEW view_{n} AS + SELECT * FROM table_{n}; + """ + + with engine.connect() as conn: + for i in range(number_of_tables): + conn.execute(sa.text(table_ddl.format(n=i))) + + for i in range(number_of_views): + conn.execute(sa.text(view_ddl.format(n=i))) + + connector = SQLConnector(config={"sqlalchemy_url": f"sqlite:///{db_path}"}) + + benchmark(_discover_catalog, connector)