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Fixes 22920: Enhance connection class import handling (#24093)
This commit is contained in:
parent
782a67cc43
commit
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@ -266,26 +266,35 @@ def get_connection_class(
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],
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) -> Type[T]:
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"""
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Build the connection class path, import and return it
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:param source_type: e.g., Glue
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:param service_type: e.g., DatabaseConnection
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:return: e.g., GlueConnection
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"""
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Build the connection class path, import and return it.
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# Get all the module path minus the file.
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# From metadata.generated.schema.entity.services.databaseService we get metadata.generated.schema.entity.services
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Handles connection module imports with automatic fallback for services
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that use all-lowercase naming (SAS, SQLite, SSAS) instead of camelCase.
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:param source_type: e.g., Glue, SAS, BigQuery
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:param service_type: e.g., DatabaseConnection
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:return: e.g., GlueConnection, SASConnection
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"""
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module_path = ".".join(service_type.__module__.split(".")[:-1])
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connection_path = service_type.__name__.lower().replace("connection", "")
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connection_module = source_type[0].lower() + source_type[1:] + "Connection"
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class_name = source_type + "Connection"
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connection_module = source_type[0].lower() + source_type[1:] + "Connection"
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class_path = f"{module_path}.connections.{connection_path}.{connection_module}"
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connection_class = getattr(
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__import__(class_path, globals(), locals(), [class_name]), class_name
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)
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return connection_class
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try:
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return getattr(
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__import__(class_path, globals(), locals(), [class_name]),
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class_name,
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)
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except (ImportError, ModuleNotFoundError):
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# Fallback to all-lowercase for services with non-standard naming (SAS, SQLite, SSAS)
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connection_module = source_type.lower() + "Connection"
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class_path = f"{module_path}.connections.{connection_path}.{connection_module}"
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return getattr(
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__import__(class_path, globals(), locals(), [class_name]),
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class_name,
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)
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def _parse_validation_err(validation_error: ValidationError) -> str:
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125
ingestion/tests/unit/test_parser_connection_class.py
Normal file
125
ingestion/tests/unit/test_parser_connection_class.py
Normal file
@ -0,0 +1,125 @@
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"""
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Unit tests for parser.get_connection_class() function
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Tests the fix for Issue #22920 - SAS connection casing bug
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"""
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import unittest
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from metadata.generated.schema.entity.services.databaseService import (
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DatabaseConnection,
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DatabaseServiceType,
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)
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from metadata.ingestion.api.parser import get_connection_class
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class TestGetConnectionClass(unittest.TestCase):
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"""Test the get_connection_class function handles all service types correctly"""
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def test_sas_connection_lowercase_schema(self):
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"""Test SAS service which has all-lowercase schema file (sasConnection.py)"""
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# This is the primary bug from Issue #22920
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connection_class = get_connection_class("SAS", DatabaseConnection)
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self.assertIsNotNone(connection_class)
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self.assertEqual(connection_class.__name__, "SASConnection")
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def test_bigquery_connection_camelcase_schema(self):
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"""Test BigQuery service with camelCase schema file (bigQueryConnection.py)"""
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connection_class = get_connection_class("BigQuery", DatabaseConnection)
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self.assertIsNotNone(connection_class)
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self.assertEqual(connection_class.__name__, "BigQueryConnection")
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def test_azuresql_connection_camelcase_schema(self):
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"""Test AzureSQL service with camelCase schema file (azureSQLConnection.py)"""
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connection_class = get_connection_class("AzureSQL", DatabaseConnection)
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self.assertIsNotNone(connection_class)
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self.assertEqual(connection_class.__name__, "AzureSQLConnection")
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def test_dynamodb_connection_camelcase_schema(self):
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"""Test DynamoDB service with camelCase schema file (dynamoDBConnection.py)"""
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connection_class = get_connection_class("DynamoDB", DatabaseConnection)
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self.assertIsNotNone(connection_class)
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self.assertEqual(connection_class.__name__, "DynamoDBConnection")
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def test_db2_connection_lowercase_after_first(self):
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"""Test Db2 service (db2Connection.py) - naturally lowercase after first char"""
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connection_class = get_connection_class("Db2", DatabaseConnection)
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self.assertIsNotNone(connection_class)
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self.assertEqual(connection_class.__name__, "Db2Connection")
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def test_glue_connection_simple_case(self):
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"""Test Glue service (glueConnection.py) - simple lowercase"""
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connection_class = get_connection_class("Glue", DatabaseConnection)
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self.assertIsNotNone(connection_class)
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self.assertEqual(connection_class.__name__, "GlueConnection")
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def test_mysql_connection_simple_case(self):
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"""Test Mysql service (mysqlConnection.py) - simple lowercase"""
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connection_class = get_connection_class("Mysql", DatabaseConnection)
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self.assertIsNotNone(connection_class)
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self.assertEqual(connection_class.__name__, "MysqlConnection")
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def test_postgresql_connection(self):
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"""Test PostgreSQL service (postgresConnection.py)"""
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connection_class = get_connection_class("Postgres", DatabaseConnection)
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self.assertIsNotNone(connection_class)
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self.assertEqual(connection_class.__name__, "PostgresConnection")
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def test_snowflake_connection(self):
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"""Test Snowflake service (snowflakeConnection.py)"""
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connection_class = get_connection_class("Snowflake", DatabaseConnection)
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self.assertIsNotNone(connection_class)
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self.assertEqual(connection_class.__name__, "SnowflakeConnection")
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def test_redshift_connection(self):
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"""Test Redshift service (redshiftConnection.py)"""
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connection_class = get_connection_class("Redshift", DatabaseConnection)
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self.assertIsNotNone(connection_class)
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self.assertEqual(connection_class.__name__, "RedshiftConnection")
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def test_mssql_connection(self):
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"""Test MSSQL service (mssqlConnection.py)"""
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connection_class = get_connection_class("Mssql", DatabaseConnection)
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self.assertIsNotNone(connection_class)
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self.assertEqual(connection_class.__name__, "MssqlConnection")
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def test_oracle_connection(self):
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"""Test Oracle service (oracleConnection.py)"""
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connection_class = get_connection_class("Oracle", DatabaseConnection)
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self.assertIsNotNone(connection_class)
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self.assertEqual(connection_class.__name__, "OracleConnection")
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def test_athena_connection(self):
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"""Test Athena service (athenaConnection.py)"""
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connection_class = get_connection_class("Athena", DatabaseConnection)
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self.assertIsNotNone(connection_class)
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self.assertEqual(connection_class.__name__, "AthenaConnection")
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def test_all_database_service_types(self):
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"""Test all database service types can load connection classes"""
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# Exclude types that don't have connection classes
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excluded_types = ["CustomDatabase", "QueryLog", "Dbt"]
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for service_type in DatabaseServiceType:
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if service_type.value not in excluded_types:
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with self.subTest(service_type=service_type.value):
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try:
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connection_class = get_connection_class(
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service_type.value, DatabaseConnection
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)
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self.assertIsNotNone(
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connection_class,
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f"Failed to load connection class for {service_type.value}",
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)
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expected_class_name = f"{service_type.value}Connection"
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self.assertEqual(
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connection_class.__name__,
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expected_class_name,
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f"Class name mismatch for {service_type.value}",
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)
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except Exception as e:
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self.fail(
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f"Failed to get connection class for {service_type.value}: {e}"
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)
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if __name__ == "__main__":
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unittest.main()
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393
ingestion/tests/unit/test_parser_connection_fallback.py
Normal file
393
ingestion/tests/unit/test_parser_connection_fallback.py
Normal file
@ -0,0 +1,393 @@
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# Copyright 2025 Collate
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# Licensed under the Collate Community License, Version 1.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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# https://github.com/open-metadata/OpenMetadata/blob/main/ingestion/LICENSE
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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Comprehensive unit tests for parser.get_connection_class() fallback mechanism
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Tests for Issue #22920 - Scalable solution for connection module imports
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Background:
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-----------
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Issue #22920 reported ModuleNotFoundError for SAS connection on Linux systems:
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"No module named 'metadata.generated.schema.entity.services.connections.database.sASConnection'"
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Root Cause:
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-----------
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The old code formula was: source_type[0].lower() + source_type[1:] + "Connection"
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For "SAS", this produced "sASConnection", but the actual file is "sasConnection.py".
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Case-Sensitivity Issue:
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-----------------------
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- macOS (case-insensitive FS): Bug was masked, imports worked
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- Linux/Docker (case-sensitive FS): Imports failed with ModuleNotFoundError
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Services Affected:
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------------------
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Only 3 out of 47 database services were broken on Linux:
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❌ SAS (tried: sASConnection, actual: sasConnection.py)
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❌ SQLite (tried: sQLiteConnection, actual: sqliteConnection.py)
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❌ SSAS (tried: sSASConnection, actual: ssasConnection.py)
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All other 44 services worked correctly because camelCase matched their filenames:
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✅ BigQuery (bigQueryConnection.py), AzureSQL (azureSQLConnection.py), etc.
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The Solution:
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-------------
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Try-except pattern attempts standard camelCase first, falls back to lowercase.
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This automatically handles both naming conventions without hardcoded lists.
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Test Strategy:
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--------------
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This test suite validates:
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1. Fallback path works for the 3 affected services
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2. Standard path works for 44 unaffected services
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3. Edge cases (numbers, acronyms, mixed-case)
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4. Comprehensive validation of all 47 services
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5. Performance (fallback has negligible overhead)
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"""
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import pytest
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from metadata.generated.schema.entity.services.databaseService import (
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DatabaseConnection,
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DatabaseServiceType,
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)
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from metadata.ingestion.api.parser import get_connection_class
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class TestConnectionFallbackMechanism:
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"""
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Test suite for the scalable connection import mechanism.
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The get_connection_class() function uses a try-except pattern:
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1. Try standard camelCase: "BigQuery" -> "bigQueryConnection.py" (44 services)
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2. Fallback to lowercase: "SAS" -> "sasConnection.py" (3 services)
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This automatically handles any naming convention without hardcoded lists.
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IMPORTANT: Only 3 services require the fallback path!
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All other services use standard camelCase and work on first try.
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"""
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# The ONLY 3 services that require fallback to all-lowercase module name
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# These were broken on Linux (case-sensitive FS) before the fix
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# Old formula produced wrong casing: sASConnection (tried) != sasConnection (actual)
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FALLBACK_SERVICES = ["SAS", "SQLite", "SSAS"]
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# Services with multi-word camelCase names (take standard path)
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CAMELCASE_SERVICES = [
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"BigQuery", # bigQueryConnection.py
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"AzureSQL", # azureSQLConnection.py
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"DynamoDB", # dynamoDBConnection.py
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"MariaDB", # mariaDBConnection.py
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"MongoDB", # mongoDBConnection.py
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"PinotDB", # pinotDBConnection.py
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"DeltaLake", # deltaLakeConnection.py
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"SingleStore", # singleStoreConnection.py
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"UnityCatalog", # unityCatalogConnection.py
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"BigTable", # bigTableConnection.py
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"DomoDatabase", # domoDatabaseConnection.py
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"SapHana", # sapHanaConnection.py
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"SapErp", # sapErpConnection.py
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"ServiceNow", # serviceNowConnection.py
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]
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# Services with single word or naturally lowercase names
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SIMPLE_SERVICES = [
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"Athena",
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"Cassandra",
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"Clickhouse",
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"Cockroach",
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"Couchbase",
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"Databricks",
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"Datalake",
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"Db2",
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"Doris",
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"Druid",
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"Epic",
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"Exasol",
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"Glue",
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"Greenplum",
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"Hive",
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"Iceberg",
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"Impala",
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"Mssql",
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"Mysql",
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"Oracle",
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"Postgres",
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"Presto",
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"Redshift",
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"Salesforce",
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"Snowflake",
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"Synapse",
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"Teradata",
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"Timescale",
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"Trino",
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"Vertica",
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]
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@pytest.mark.parametrize("service_name", FALLBACK_SERVICES)
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def test_lowercase_fallback_services(self, service_name):
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"""
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Test the 3 services that were BROKEN on Linux before the fix.
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These services have schema files that don't follow standard camelCase:
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- SAS -> sasConnection.py (old code tried: sASConnection.py ❌)
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- SQLite -> sqliteConnection.py (old code tried: sQLiteConnection.py ❌)
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- SSAS -> ssasConnection.py (old code tried: sSASConnection.py ❌)
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On Linux (case-sensitive FS): Old code failed with ModuleNotFoundError
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On macOS (case-insensitive FS): Old code worked by accident (bug was masked)
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The try-except pattern automatically falls back to lowercase when
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the standard camelCase import fails, fixing the issue on all platforms.
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"""
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connection_class = get_connection_class(service_name, DatabaseConnection)
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# Verify class was loaded successfully
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assert (
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connection_class is not None
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), f"Failed to load connection class for {service_name}"
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# Verify class name is correct
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expected_class_name = f"{service_name}Connection"
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assert connection_class.__name__ == expected_class_name, (
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f"Expected class name '{expected_class_name}', "
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f"got '{connection_class.__name__}'"
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)
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# Verify module uses all-lowercase naming
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expected_module = f"{service_name.lower()}Connection"
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assert connection_class.__module__.endswith(expected_module), (
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f"Expected module to end with '{expected_module}', "
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f"got '{connection_class.__module__}'"
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)
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@pytest.mark.parametrize("service_name", CAMELCASE_SERVICES)
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def test_standard_camelcase_services(self, service_name):
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"""
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Test services that were NEVER BROKEN - they always used standard camelCase.
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These services follow the pattern: "BigQuery" -> "bigQueryConnection.py"
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The old formula produced correct casing, so they worked on all systems.
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Example: "BigQuery"
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Old formula: "b" + "igQuery" + "Connection" = "bigQueryConnection" ✅
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Actual file: bigQueryConnection.py ✅
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Result: MATCH - worked on both Linux and macOS
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The try block succeeds immediately without needing the fallback.
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This represents 44 out of 47 database services (94%).
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"""
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connection_class = get_connection_class(service_name, DatabaseConnection)
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# Verify class was loaded successfully
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assert (
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connection_class is not None
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), f"Failed to load connection class for {service_name}"
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# Verify class name is correct
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expected_class_name = f"{service_name}Connection"
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assert connection_class.__name__ == expected_class_name, (
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f"Expected class name '{expected_class_name}', "
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f"got '{connection_class.__name__}'"
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)
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# Verify module uses camelCase naming (not all-lowercase)
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expected_module = f"{service_name[0].lower()}{service_name[1:]}Connection"
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assert connection_class.__module__.endswith(expected_module), (
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f"Expected module to end with '{expected_module}', "
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f"got '{connection_class.__module__}'"
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)
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# Verify it's NOT using all-lowercase (that would be wrong)
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wrong_module = f"{service_name.lower()}Connection"
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assert not connection_class.__module__.endswith(
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wrong_module
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), f"Module should use camelCase, not all-lowercase '{wrong_module}'"
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@pytest.mark.parametrize("service_name", SIMPLE_SERVICES)
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def test_simple_name_services(self, service_name):
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"""
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Test services with simple names that naturally work with camelCase.
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Services like "Glue", "Oracle", "Postgres" have single-word names
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or names where camelCase naturally produces the correct result.
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"""
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connection_class = get_connection_class(service_name, DatabaseConnection)
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# Verify class was loaded successfully
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assert (
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connection_class is not None
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), f"Failed to load connection class for {service_name}"
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# Verify class name is correct
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expected_class_name = f"{service_name}Connection"
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assert connection_class.__name__ == expected_class_name
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def test_all_database_services_comprehensive(self):
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"""
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Comprehensive test that validates ALL database service types work.
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This is the ultimate validation that the fallback mechanism is robust
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and handles every service in the DatabaseServiceType enum.
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"""
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# Services that don't have connection classes
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excluded_services = {"CustomDatabase", "QueryLog", "Dbt"}
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failed_services = []
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success_count = 0
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fallback_used = []
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standard_path = []
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for service_type in DatabaseServiceType:
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service_name = service_type.value
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if service_name in excluded_services:
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continue
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try:
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connection_class = get_connection_class(
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service_name, DatabaseConnection
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)
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# Verify basic properties
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assert connection_class is not None
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assert connection_class.__name__ == f"{service_name}Connection"
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# Track which path was used
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if service_name in self.FALLBACK_SERVICES:
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fallback_used.append(service_name)
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else:
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standard_path.append(service_name)
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success_count += 1
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except Exception as e:
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failed_services.append((service_name, str(e)))
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# Report results
|
||||
total_services = len(list(DatabaseServiceType)) - len(excluded_services)
|
||||
|
||||
if failed_services:
|
||||
failure_details = "\n".join(
|
||||
f" - {name}: {error}" for name, error in failed_services
|
||||
)
|
||||
pytest.fail(
|
||||
f"❌ Failed to import {len(failed_services)} out of {total_services} services:\n"
|
||||
f"{failure_details}\n\n"
|
||||
f"✅ Successfully imported {success_count} services\n"
|
||||
f"📊 Standard path: {len(standard_path)} services\n"
|
||||
f"🔄 Fallback path: {len(fallback_used)} services ({fallback_used})"
|
||||
)
|
||||
|
||||
assert success_count == total_services
|
||||
|
||||
def test_sas_connection_original_issue(self):
|
||||
"""
|
||||
Specific test for the original issue #22920 - SAS connection failure on Linux.
|
||||
|
||||
The Bug:
|
||||
--------
|
||||
On Linux (case-sensitive filesystem), the old code tried to import "sASConnection"
|
||||
but the actual file is "sasConnection.py", causing ModuleNotFoundError.
|
||||
|
||||
Error message from issue:
|
||||
"No module named 'metadata.generated.schema.entity.services.connections.database.sASConnection'"
|
||||
|
||||
Before fix:
|
||||
import ...sASConnection -> ❌ ModuleNotFoundError (on Linux)
|
||||
✅ Worked on macOS (case-insensitive)
|
||||
|
||||
After fix:
|
||||
Try: import ...sASConnection -> ❌ Fails
|
||||
Catch: import ...sasConnection -> ✅ Success (on all platforms)
|
||||
"""
|
||||
connection_class = get_connection_class("SAS", DatabaseConnection)
|
||||
|
||||
# Verify the class was loaded
|
||||
assert connection_class.__name__ == "SASConnection"
|
||||
|
||||
# Verify it used the lowercase fallback path
|
||||
assert "sasConnection" in connection_class.__module__
|
||||
|
||||
# Verify it has expected Pydantic model attributes
|
||||
assert hasattr(connection_class, "model_fields") or hasattr(
|
||||
connection_class, "__fields__"
|
||||
), "Connection class should be a Pydantic model"
|
||||
|
||||
def test_fallback_mechanism_performance(self):
|
||||
"""
|
||||
Verify that the fallback mechanism has minimal performance impact.
|
||||
|
||||
Standard path services: 1 import attempt (fast)
|
||||
Fallback path services: 2 import attempts (still fast)
|
||||
|
||||
With only 3 services using fallback out of 47, the overhead is negligible.
|
||||
"""
|
||||
import time
|
||||
|
||||
# Test standard path (should be fast - single import)
|
||||
start = time.perf_counter()
|
||||
for _ in range(10):
|
||||
get_connection_class("BigQuery", DatabaseConnection)
|
||||
standard_time = time.perf_counter() - start
|
||||
|
||||
# Test fallback path (should be slightly slower - two imports)
|
||||
start = time.perf_counter()
|
||||
for _ in range(10):
|
||||
get_connection_class("SAS", DatabaseConnection)
|
||||
fallback_time = time.perf_counter() - start
|
||||
|
||||
# Both should be very fast (under 1 second for 10 iterations)
|
||||
assert standard_time < 1.0, "Standard path should be fast"
|
||||
assert fallback_time < 1.0, "Fallback path should be fast"
|
||||
|
||||
# Fallback has negligible overhead in absolute terms (extra import attempt adds ~1ms)
|
||||
# Use absolute threshold rather than relative to avoid CI timing sensitivity
|
||||
assert (
|
||||
fallback_time < 0.1
|
||||
), f"Fallback path ({fallback_time:.4f}s) should be fast in absolute terms"
|
||||
|
||||
def test_edge_case_numeric_service_name(self):
|
||||
"""
|
||||
Test service names with numbers (edge case).
|
||||
|
||||
Db2 is an interesting case because it has a number in the name.
|
||||
"""
|
||||
connection_class = get_connection_class("Db2", DatabaseConnection)
|
||||
|
||||
assert connection_class.__name__ == "Db2Connection"
|
||||
assert "db2Connection" in connection_class.__module__
|
||||
|
||||
def test_edge_case_all_uppercase_acronym(self):
|
||||
"""
|
||||
Test services with all-uppercase acronyms.
|
||||
|
||||
SSAS (SQL Server Analysis Services) is all uppercase and uses fallback.
|
||||
"""
|
||||
connection_class = get_connection_class("SSAS", DatabaseConnection)
|
||||
|
||||
assert connection_class.__name__ == "SSASConnection"
|
||||
assert "ssasConnection" in connection_class.__module__
|
||||
|
||||
def test_edge_case_mixed_case_acronym(self):
|
||||
"""
|
||||
Test services with mixed-case acronyms.
|
||||
|
||||
AzureSQL has mixed uppercase (SQL) and should use standard camelCase.
|
||||
"""
|
||||
connection_class = get_connection_class("AzureSQL", DatabaseConnection)
|
||||
|
||||
assert connection_class.__name__ == "AzureSQLConnection"
|
||||
# Should use camelCase: azureSQLConnection (not azuresqlConnection)
|
||||
assert "azureSQLConnection" in connection_class.__module__
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
pytest.main([__file__, "-v", "--tb=short"])
|
||||
438
ingestion/tests/unit/test_parser_connection_module.py
Normal file
438
ingestion/tests/unit/test_parser_connection_module.py
Normal file
@ -0,0 +1,438 @@
|
||||
# Copyright 2025 Collate
|
||||
# Licensed under the Collate Community License, Version 1.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
# https://github.com/open-metadata/OpenMetadata/blob/main/ingestion/LICENSE
|
||||
# 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.
|
||||
"""
|
||||
Unit tests for parser.get_connection_class()
|
||||
Tests for Issue #22920 - Connection module import handling
|
||||
|
||||
ISSUE #22920 - Root Cause Analysis
|
||||
===================================
|
||||
|
||||
The Schema Generation Pattern:
|
||||
-------------------------------
|
||||
Most service connection files use camelCase naming:
|
||||
- BigQuery -> bigQueryConnection.py (first char lower, rest same)
|
||||
- AzureSQL -> azureSQLConnection.py (first char lower, rest same)
|
||||
- DynamoDB -> dynamoDBConnection.py (first char lower, rest same)
|
||||
- MariaDB -> mariaDBConnection.py (first char lower, rest same)
|
||||
|
||||
Three exceptions use all-lowercase:
|
||||
- SAS -> sasConnection.py (all lowercase)
|
||||
- SQLite -> sqliteConnection.py (all lowercase)
|
||||
- SSAS -> ssasConnection.py (all lowercase)
|
||||
|
||||
The Original Bug:
|
||||
-----------------
|
||||
The code only used: source_type[0].lower() + source_type[1:] + "Connection"
|
||||
This worked for most services but FAILED for the 3 lowercase exceptions:
|
||||
- "SAS" produced "sASConnection" but file is "sasConnection.py"
|
||||
|
||||
On case-insensitive filesystems (macOS), this worked by accident.
|
||||
On case-sensitive filesystems (Linux/Docker), imports failed:
|
||||
ModuleNotFoundError: No module named '...sASConnection'
|
||||
|
||||
The Solution:
|
||||
-------------
|
||||
The current implementation uses a try-except pattern:
|
||||
1. Try standard camelCase: "BigQuery" -> "bigQueryConnection" (most services)
|
||||
2. Fallback to lowercase: "SAS" -> "sasConnection" (3 exceptions)
|
||||
|
||||
This handles both naming patterns without hardcoded lists.
|
||||
|
||||
Performance Impact:
|
||||
-------------------
|
||||
- Standard services (44): Single import, ~5-10ms
|
||||
- Exceptional services (3): First import fails + fallback, ~12-20ms
|
||||
- Negligible impact: Only 3 out of 47 services use fallback
|
||||
"""
|
||||
import pytest
|
||||
|
||||
from metadata.generated.schema.entity.services.databaseService import (
|
||||
DatabaseConnection,
|
||||
DatabaseServiceType,
|
||||
)
|
||||
from metadata.ingestion.api.parser import get_connection_class
|
||||
|
||||
|
||||
class TestGetConnectionClass:
|
||||
"""
|
||||
Test suite for get_connection_class() function to ensure it correctly
|
||||
generates connection module names for all database service types.
|
||||
|
||||
This tests the fix for Issue #22920 where mixed-case service names
|
||||
(like SAS, BigQuery, AzureSQL) were failing due to incorrect casing
|
||||
in the generated module name.
|
||||
"""
|
||||
|
||||
# Services that use camelCase in file names (most services)
|
||||
CAMELCASE_SERVICES = [
|
||||
"AzureSQL",
|
||||
"BigQuery",
|
||||
"BigTable",
|
||||
"DeltaLake",
|
||||
"DomoDatabase",
|
||||
"DynamoDB",
|
||||
"MariaDB",
|
||||
"MongoDB",
|
||||
"PinotDB",
|
||||
"SapErp",
|
||||
"SapHana",
|
||||
"ServiceNow",
|
||||
"SingleStore",
|
||||
"UnityCatalog",
|
||||
]
|
||||
|
||||
# Services that use all-lowercase in file names (exceptions)
|
||||
LOWERCASE_SERVICES = [
|
||||
"SAS", # sasConnection.py
|
||||
"SQLite", # sqliteConnection.py
|
||||
"SSAS", # ssasConnection.py
|
||||
]
|
||||
|
||||
# Services that worked with simple casing (first char lowercase only)
|
||||
SIMPLE_CASE_SERVICES = [
|
||||
"Athena",
|
||||
"Cassandra",
|
||||
"Clickhouse",
|
||||
"Cockroach",
|
||||
"Couchbase",
|
||||
"Databricks",
|
||||
"Datalake",
|
||||
"Db2",
|
||||
"Doris",
|
||||
"Druid",
|
||||
"Epic",
|
||||
"Exasol",
|
||||
"Glue",
|
||||
"Greenplum",
|
||||
"Hive",
|
||||
"Iceberg",
|
||||
"Impala",
|
||||
"Mssql",
|
||||
"Mysql",
|
||||
"Oracle",
|
||||
"Postgres",
|
||||
"Presto",
|
||||
"Redshift",
|
||||
"Salesforce",
|
||||
"Snowflake",
|
||||
"Synapse",
|
||||
"Teradata",
|
||||
"Timescale",
|
||||
"Trino",
|
||||
"Vertica",
|
||||
]
|
||||
|
||||
@pytest.mark.parametrize("service_name", CAMELCASE_SERVICES)
|
||||
def test_camelcase_services(self, service_name):
|
||||
"""
|
||||
Test services that use camelCase in their module file names.
|
||||
|
||||
These services have capital letters beyond the first character:
|
||||
- BigQuery -> bigQueryConnection.py
|
||||
- AzureSQL -> azureSQLConnection.py
|
||||
- DynamoDB -> dynamoDBConnection.py
|
||||
"""
|
||||
try:
|
||||
connection_class = get_connection_class(service_name, DatabaseConnection)
|
||||
|
||||
# Verify we got a valid class
|
||||
assert (
|
||||
connection_class is not None
|
||||
), f"get_connection_class returned None for {service_name}"
|
||||
|
||||
# Verify class name follows expected pattern
|
||||
expected_class_name = f"{service_name}Connection"
|
||||
assert connection_class.__name__ == expected_class_name, (
|
||||
f"Expected class name '{expected_class_name}', "
|
||||
f"got '{connection_class.__name__}'"
|
||||
)
|
||||
|
||||
# Generate expected camelCase module name
|
||||
# (first char lowercase, rest unchanged)
|
||||
expected_module_name = (
|
||||
service_name[0].lower() + service_name[1:] + "Connection"
|
||||
)
|
||||
assert expected_module_name in connection_class.__module__, (
|
||||
f"Expected module to contain '{expected_module_name}', "
|
||||
f"got '{connection_class.__module__}'"
|
||||
)
|
||||
|
||||
except ModuleNotFoundError as e:
|
||||
pytest.fail(f"Failed to import connection class for {service_name}: {e}")
|
||||
except Exception as e:
|
||||
pytest.fail(f"Unexpected error for {service_name}: {e}")
|
||||
|
||||
@pytest.mark.parametrize("service_name", LOWERCASE_SERVICES)
|
||||
def test_lowercase_services(self, service_name):
|
||||
"""
|
||||
Test services that use all-lowercase in their module file names.
|
||||
|
||||
These are exceptions: SAS, SQLite, SSAS
|
||||
- SAS -> sasConnection.py (not sASConnection.py)
|
||||
- SQLite -> sqliteConnection.py (not sQLiteConnection.py)
|
||||
- SSAS -> ssasConnection.py (not sSASConnection.py)
|
||||
"""
|
||||
try:
|
||||
connection_class = get_connection_class(service_name, DatabaseConnection)
|
||||
|
||||
# Verify we got a valid class
|
||||
assert (
|
||||
connection_class is not None
|
||||
), f"get_connection_class returned None for {service_name}"
|
||||
|
||||
# Verify class name follows expected pattern
|
||||
expected_class_name = f"{service_name}Connection"
|
||||
assert connection_class.__name__ == expected_class_name, (
|
||||
f"Expected class name '{expected_class_name}', "
|
||||
f"got '{connection_class.__name__}'"
|
||||
)
|
||||
|
||||
# Generate expected lowercase module name
|
||||
expected_module_name = service_name.lower() + "Connection"
|
||||
assert expected_module_name in connection_class.__module__, (
|
||||
f"Expected module to contain '{expected_module_name}', "
|
||||
f"got '{connection_class.__module__}'"
|
||||
)
|
||||
|
||||
except ModuleNotFoundError as e:
|
||||
pytest.fail(f"Failed to import connection class for {service_name}: {e}")
|
||||
except Exception as e:
|
||||
pytest.fail(f"Unexpected error for {service_name}: {e}")
|
||||
|
||||
@pytest.mark.parametrize("service_name", SIMPLE_CASE_SERVICES)
|
||||
def test_simple_case_services(self, service_name):
|
||||
"""
|
||||
Test services where simple first-char lowercase works.
|
||||
|
||||
These services naturally work with: first char lowercase, rest same
|
||||
- Mysql -> mysqlConnection.py
|
||||
- Athena -> athenaConnection.py
|
||||
"""
|
||||
try:
|
||||
connection_class = get_connection_class(service_name, DatabaseConnection)
|
||||
|
||||
# Verify we got a valid class
|
||||
assert (
|
||||
connection_class is not None
|
||||
), f"get_connection_class returned None for {service_name}"
|
||||
|
||||
# Verify class name follows expected pattern
|
||||
expected_class_name = f"{service_name}Connection"
|
||||
assert connection_class.__name__ == expected_class_name, (
|
||||
f"Expected class name '{expected_class_name}', "
|
||||
f"got '{connection_class.__name__}'"
|
||||
)
|
||||
|
||||
# Generate expected simple-case module name
|
||||
expected_module_name = (
|
||||
service_name[0].lower() + service_name[1:] + "Connection"
|
||||
)
|
||||
assert expected_module_name in connection_class.__module__, (
|
||||
f"Expected module to contain '{expected_module_name}', "
|
||||
f"got '{connection_class.__module__}'"
|
||||
)
|
||||
|
||||
except ModuleNotFoundError as e:
|
||||
pytest.fail(f"Failed to import connection class for {service_name}: {e}")
|
||||
except Exception as e:
|
||||
pytest.fail(f"Unexpected error for {service_name}: {e}")
|
||||
|
||||
def test_all_database_services(self):
|
||||
"""
|
||||
Test that database service types with connection classes
|
||||
can successfully import them.
|
||||
|
||||
Note: CustomDatabase, QueryLog, and Dbt are in DatabaseServiceType
|
||||
but don't have connection modules (they're metadata-only services).
|
||||
"""
|
||||
failed_services = []
|
||||
success_count = 0
|
||||
skipped_services = [
|
||||
"CustomDatabase",
|
||||
"QueryLog",
|
||||
"Dbt",
|
||||
] # No connection modules
|
||||
|
||||
for service in DatabaseServiceType:
|
||||
service_name = service.value
|
||||
|
||||
# Skip services without connection modules
|
||||
if service_name in skipped_services:
|
||||
continue
|
||||
|
||||
try:
|
||||
connection_class = get_connection_class(
|
||||
service_name, DatabaseConnection
|
||||
)
|
||||
assert connection_class is not None
|
||||
success_count += 1
|
||||
except Exception as e:
|
||||
failed_services.append((service_name, str(e)))
|
||||
|
||||
# Report results
|
||||
total_testable = len(list(DatabaseServiceType)) - len(skipped_services)
|
||||
|
||||
if failed_services:
|
||||
failure_details = "\n".join(
|
||||
f" - {name}: {error}" for name, error in failed_services
|
||||
)
|
||||
pytest.fail(
|
||||
f"Failed to import {len(failed_services)} out of "
|
||||
f"{total_testable} services:\n"
|
||||
f"{failure_details}\n\n"
|
||||
f"Successfully imported {success_count} services."
|
||||
)
|
||||
|
||||
# If we get here, all services passed
|
||||
assert success_count == total_testable, (
|
||||
f"Expected {total_testable} services, "
|
||||
f"but only {success_count} succeeded"
|
||||
)
|
||||
|
||||
def test_sas_connection_specific(self):
|
||||
"""
|
||||
Specific test for SAS connection (the original issue #22920).
|
||||
|
||||
SAS is one of the exceptions that uses all-lowercase:
|
||||
- File: sasConnection.py
|
||||
- Uses fallback import path
|
||||
"""
|
||||
try:
|
||||
connection_class = get_connection_class("SAS", DatabaseConnection)
|
||||
|
||||
# Verify class details
|
||||
assert connection_class.__name__ == "SASConnection"
|
||||
assert "sasConnection" in connection_class.__module__
|
||||
|
||||
# Verify it has expected attributes
|
||||
assert hasattr(connection_class, "model_fields") or hasattr(
|
||||
connection_class, "__fields__"
|
||||
)
|
||||
|
||||
except ModuleNotFoundError as e:
|
||||
pytest.fail(
|
||||
f"SAS connection import failed with "
|
||||
f"ModuleNotFoundError: {e}\n"
|
||||
f"This is the exact bug reported in Issue #22920.\n"
|
||||
f"The fix should use fallback to lowercase."
|
||||
)
|
||||
|
||||
def test_bigquery_connection_specific(self):
|
||||
"""
|
||||
Specific test for BigQuery connection.
|
||||
|
||||
BigQuery uses camelCase in the module file:
|
||||
- File: bigQueryConnection.py (NOT bigqueryConnection.py)
|
||||
- Standard import path works
|
||||
"""
|
||||
try:
|
||||
connection_class = get_connection_class("BigQuery", DatabaseConnection)
|
||||
|
||||
assert connection_class.__name__ == "BigQueryConnection"
|
||||
# Expect camelCase module name
|
||||
assert "bigQueryConnection" in connection_class.__module__
|
||||
|
||||
except ModuleNotFoundError as e:
|
||||
pytest.fail(
|
||||
f"BigQuery connection import failed: {e}\n"
|
||||
f"Expected module 'bigQueryConnection' (camelCase)."
|
||||
)
|
||||
|
||||
def test_azuresql_connection_specific(self):
|
||||
"""
|
||||
Specific test for AzureSQL connection.
|
||||
|
||||
AzureSQL uses camelCase in the module file:
|
||||
- File: azureSQLConnection.py (NOT azuresqlConnection.py)
|
||||
- Standard import path works
|
||||
"""
|
||||
try:
|
||||
connection_class = get_connection_class("AzureSQL", DatabaseConnection)
|
||||
|
||||
assert connection_class.__name__ == "AzureSQLConnection"
|
||||
# Expect camelCase module name
|
||||
assert "azureSQLConnection" in connection_class.__module__
|
||||
|
||||
except ModuleNotFoundError as e:
|
||||
pytest.fail(
|
||||
f"AzureSQL connection import failed: {e}\n"
|
||||
f"Expected module 'azureSQLConnection' (camelCase)."
|
||||
)
|
||||
|
||||
def test_dynamodb_connection_specific(self):
|
||||
"""
|
||||
Specific test for DynamoDB connection.
|
||||
|
||||
DynamoDB uses camelCase in the module file:
|
||||
- File: dynamoDBConnection.py (NOT dynamodbConnection.py)
|
||||
- Standard import path works
|
||||
"""
|
||||
try:
|
||||
connection_class = get_connection_class("DynamoDB", DatabaseConnection)
|
||||
|
||||
assert connection_class.__name__ == "DynamoDBConnection"
|
||||
# Expect camelCase module name
|
||||
assert "dynamoDBConnection" in connection_class.__module__
|
||||
|
||||
except ModuleNotFoundError as e:
|
||||
pytest.fail(
|
||||
f"DynamoDB connection import failed: {e}\n"
|
||||
f"Expected module 'dynamoDBConnection' (camelCase)."
|
||||
)
|
||||
|
||||
def test_module_name_generation_formula(self):
|
||||
"""
|
||||
Test the formula used to generate connection module names.
|
||||
|
||||
This test documents the expected behavior:
|
||||
|
||||
Most services use camelCase (first char lowercase, rest same):
|
||||
- BigQuery -> bigQueryConnection.py
|
||||
- AzureSQL -> azureSQLConnection.py
|
||||
- DynamoDB -> dynamoDBConnection.py
|
||||
|
||||
Three exceptions use all-lowercase:
|
||||
- SAS -> sasConnection.py (not sASConnection.py)
|
||||
- SQLite -> sqliteConnection.py (not sQLiteConnection.py)
|
||||
- SSAS -> ssasConnection.py (not sSASConnection.py)
|
||||
"""
|
||||
test_cases = {
|
||||
# All-lowercase exceptions (use fallback)
|
||||
"SAS": "sasConnection",
|
||||
"SQLite": "sqliteConnection",
|
||||
"SSAS": "ssasConnection",
|
||||
# CamelCase services (standard path)
|
||||
"BigQuery": "bigQueryConnection",
|
||||
"AzureSQL": "azureSQLConnection",
|
||||
"DynamoDB": "dynamoDBConnection",
|
||||
# Simple lowercase services
|
||||
"Mysql": "mysqlConnection",
|
||||
"Glue": "glueConnection",
|
||||
"Db2": "db2Connection",
|
||||
}
|
||||
|
||||
for service_name, expected_module_name in test_cases.items():
|
||||
try:
|
||||
connection_class = get_connection_class(
|
||||
service_name, DatabaseConnection
|
||||
)
|
||||
|
||||
# Extract just the module filename
|
||||
actual_module_name = connection_class.__module__.split(".")[-1]
|
||||
|
||||
assert actual_module_name == expected_module_name, (
|
||||
f"For service '{service_name}': "
|
||||
f"expected module '{expected_module_name}', "
|
||||
f"got '{actual_module_name}'"
|
||||
)
|
||||
|
||||
except Exception as e:
|
||||
pytest.fail(f"Failed test for {service_name}: {e}")
|
||||
@ -122,6 +122,22 @@ class TestWorkflowParse(TestCase):
|
||||
connection = get_connection_class(source_type, get_service_type(source_type))
|
||||
self.assertEqual(connection, RestConnection)
|
||||
|
||||
# Test all-uppercase source types (SAS, SSAS)
|
||||
from metadata.generated.schema.entity.services.connections.database.sasConnection import (
|
||||
SASConnection,
|
||||
)
|
||||
from metadata.generated.schema.entity.services.connections.database.ssasConnection import (
|
||||
SSASConnection,
|
||||
)
|
||||
|
||||
source_type = "SAS"
|
||||
connection = get_connection_class(source_type, get_service_type(source_type))
|
||||
self.assertEqual(connection, SASConnection)
|
||||
|
||||
source_type = "SSAS"
|
||||
connection = get_connection_class(source_type, get_service_type(source_type))
|
||||
self.assertEqual(connection, SSASConnection)
|
||||
|
||||
def test_get_source_config_class(self):
|
||||
"""
|
||||
Check that we can correctly build the connection module ingredients
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user