from typing import Dict from unittest.mock import Mock import pytest from sqlalchemy.engine.reflection import Inspector from datahub.ingestion.source.sql.sql_common import PipelineContext, SQLAlchemySource from datahub.ingestion.source.sql.sql_config import SQLCommonConfig from datahub.ingestion.source.sql.sqlalchemy_uri_mapper import ( get_platform_from_sqlalchemy_uri, ) class _TestSQLAlchemyConfig(SQLCommonConfig): def get_sql_alchemy_url(self): pass class _TestSQLAlchemySource(SQLAlchemySource): pass def test_generate_foreign_key(): config: SQLCommonConfig = _TestSQLAlchemyConfig() ctx: PipelineContext = PipelineContext(run_id="test_ctx") platform: str = "TEST" inspector: Inspector = Mock() source = _TestSQLAlchemySource(config=config, ctx=ctx, platform=platform) fk_dict: Dict[str, str] = { "name": "test_constraint", "referred_table": "test_table", "referred_schema": "test_referred_schema", "constrained_columns": ["test_column"], # type: ignore "referred_columns": ["test_referred_column"], # type: ignore } foreign_key = source.get_foreign_key_metadata( dataset_urn="test_urn", schema="test_schema", fk_dict=fk_dict, inspector=inspector, ) assert fk_dict.get("name") == foreign_key.name assert [ "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:TEST,test_referred_schema.test_table,PROD),test_referred_column)" ] == foreign_key.foreignFields assert ["urn:li:schemaField:(test_urn,test_column)"] == foreign_key.sourceFields def test_use_source_schema_for_foreign_key_if_not_specified(): config: SQLCommonConfig = _TestSQLAlchemyConfig() ctx: PipelineContext = PipelineContext(run_id="test_ctx") platform: str = "TEST" inspector: Inspector = Mock() source = _TestSQLAlchemySource(config=config, ctx=ctx, platform=platform) fk_dict: Dict[str, str] = { "name": "test_constraint", "referred_table": "test_table", "constrained_columns": ["test_column"], # type: ignore "referred_columns": ["test_referred_column"], # type: ignore } foreign_key = source.get_foreign_key_metadata( dataset_urn="test_urn", schema="test_schema", fk_dict=fk_dict, inspector=inspector, ) assert fk_dict.get("name") == foreign_key.name assert [ "urn:li:schemaField:(urn:li:dataset:(urn:li:dataPlatform:TEST,test_schema.test_table,PROD),test_referred_column)" ] == foreign_key.foreignFields assert ["urn:li:schemaField:(test_urn,test_column)"] == foreign_key.sourceFields PLATFORM_FROM_SQLALCHEMY_URI_TEST_CASES: Dict[str, str] = { "awsathena://test_athena:3316/athenadb": "athena", "bigquery://test_bq:3316/bigquery": "bigquery", "clickhouse://test_clickhouse:3316/clickhousedb": "clickhouse", "druid://test_druid:1101/druiddb": "druid", "hive://test_hive:1201/hive": "hive", "mongodb://test_mongodb:1201/mongo": "mongodb", "mssql://test_mssql:1201/mssqldb": "mssql", "mysql://test_mysql:1201/mysql": "mysql", "oracle://test_oracle:3306/oracledb": "oracle", "pinot://test_pinot:3306/pinot": "pinot", "postgresql://test_postgres:5432/postgres": "postgres", "presto://test_presto:5432/prestodb": "presto", "redshift://test_redshift:5432/redshift": "redshift", "jdbc:postgres://test_redshift:5432/redshift.amazonaws": "redshift", "postgresql://test_redshift:5432/redshift.amazonaws": "redshift", "snowflake://test_snowflake:5432/snowflakedb": "snowflake", "trino://test_trino:5432/trino": "trino", } @pytest.mark.parametrize( "uri, expected_platform", PLATFORM_FROM_SQLALCHEMY_URI_TEST_CASES.items(), ids=PLATFORM_FROM_SQLALCHEMY_URI_TEST_CASES.keys(), ) def test_get_platform_from_sqlalchemy_uri(uri: str, expected_platform: str) -> None: platform: str = get_platform_from_sqlalchemy_uri(uri) assert platform == expected_platform