# Copyright 2021 Collate # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # http://www.apache.org/licenses/LICENSE-2.0 # 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. """ snowflake unit tests """ # pylint: disable=line-too-long from unittest import TestCase from unittest.mock import PropertyMock, patch from metadata.generated.schema.entity.data.table import TableType from metadata.generated.schema.metadataIngestion.workflow import ( OpenMetadataWorkflowConfig, ) from metadata.ingestion.source.database.snowflake.metadata import SnowflakeSource mock_snowflake_config = { "source": { "type": "snowflake", "serviceName": "local_snowflake", "serviceConnection": { "config": { "type": "Snowflake", "username": "username", "password": "password", "database": "database", "warehouse": "warehouse", "account": "account.region_name.cloud_service", } }, "sourceConfig": {"config": {"type": "DatabaseMetadata"}}, }, "sink": {"type": "metadata-rest", "config": {}}, "workflowConfig": { "openMetadataServerConfig": { "hostPort": "http://localhost:8585/api", "authProvider": "openmetadata", "securityConfig": { "jwtToken": "eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg" }, } }, } RAW_CLUSTER_KEY_EXPRS = [ "LINEAR(c1, c2)", "LINEAR(to_date(c1), substring(c2, 0, 10))", "LINEAR(v:'Data':id::number)", "LINEAR(to_date(substring(c2, 0, 10)))", "col", ] EXPECTED_PARTITION_COLUMNS = [ ["c1", "c2"], ["c1", "c2"], ["v"], ["c2"], ["col"], ] MOCK_DB_NAME = "SNOWFLAKE_SAMPLE_DATA" MOCK_SCHEMA_NAME_1 = "INFORMATION_SCHEMA" MOCK_SCHEMA_NAME_2 = "TPCDS_SF10TCL" MOCK_VIEW_NAME = "COLUMNS" MOCK_TABLE_NAME = "CALL_CENTER" EXPECTED_SNOW_URL_VIEW = "https://app.snowflake.com/random_org/random_account/#/data/databases/SNOWFLAKE_SAMPLE_DATA/schemas/INFORMATION_SCHEMA/view/COLUMNS" EXPECTED_SNOW_URL_TABLE = "https://app.snowflake.com/random_org/random_account/#/data/databases/SNOWFLAKE_SAMPLE_DATA/schemas/TPCDS_SF10TCL/table/CALL_CENTER" class SnowflakeUnitTest(TestCase): """ Unit test for snowflake source """ @patch( "metadata.ingestion.source.database.common_db_source.CommonDbSourceService.test_connection" ) def __init__(self, methodName, test_connection) -> None: super().__init__(methodName) test_connection.return_value = False self.config = OpenMetadataWorkflowConfig.parse_obj(mock_snowflake_config) self.snowflake_source: SnowflakeSource = SnowflakeSource.create( mock_snowflake_config["source"], self.config.workflowConfig.openMetadataServerConfig, ) def test_partition_parse_columns(self): for idx, expr in enumerate(RAW_CLUSTER_KEY_EXPRS): assert ( self.snowflake_source.parse_column_name_from_expr(expr) == EXPECTED_PARTITION_COLUMNS[idx] ) def _assert_urls(self): self.assertEqual( self.snowflake_source.get_source_url( database_name=MOCK_DB_NAME, schema_name=MOCK_SCHEMA_NAME_2, table_name=MOCK_TABLE_NAME, table_type=TableType.Regular, ), EXPECTED_SNOW_URL_TABLE, ) self.assertEqual( self.snowflake_source.get_source_url( database_name=MOCK_DB_NAME, schema_name=MOCK_SCHEMA_NAME_1, table_name=MOCK_VIEW_NAME, table_type=TableType.View, ), EXPECTED_SNOW_URL_VIEW, ) def test_source_url(self): """ method to test source url """ with patch.object( SnowflakeSource, "account", return_value="random_account", new_callable=PropertyMock, ): with patch.object( SnowflakeSource, "org_name", return_value="random_org", new_callable=PropertyMock, ): self._assert_urls() with patch.object( SnowflakeSource, "org_name", new_callable=PropertyMock, return_value=None, ): self.assertIsNone( self.snowflake_source.get_source_url( database_name=MOCK_DB_NAME, schema_name=MOCK_SCHEMA_NAME_1, table_name=MOCK_VIEW_NAME, table_type=TableType.View, ) )