# Copyright 2022 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. """ Redshift E2E tests """ from typing import List from metadata.ingestion.api.status import Status from .common.test_cli_db import CliCommonDB from .common_e2e_sqa_mixins import SQACommonMethods class RedshiftCliTest(CliCommonDB.TestSuite, SQACommonMethods): create_table_query: str = """ CREATE TABLE IF NOT EXISTS e2e_cli_tests.dbt_jaffle.persons ( person_id int, full_name varchar(255), birthdate date, bigint_col bigint ) """ create_view_query: str = """ CREATE OR REPLACE VIEW e2e_cli_tests.dbt_jaffle.view_persons AS SELECT * FROM e2e_cli_tests.dbt_jaffle.persons; """ insert_data_queries: List[str] = [ """ INSERT INTO e2e_cli_tests.dbt_jaffle.persons (person_id, full_name, birthdate, bigint_col) VALUES (1,'Peter Parker', '2004-08-10', 9223372036854775807), (2,'Bruce Banner', '1988-12-18', 9223372036854775807), (3,'Steve Rogers', '1988-07-04', 9223372036854775807), (4,'Natasha Romanoff', '1997-12-03', 9223372036854775807), (5,'Wanda Maximoff', '1998-02-10', 9223372036854775807), (6,'Diana Prince', '1976-03-17', 9000000000000000007); """ ] drop_table_query: str = """ DROP TABLE IF EXISTS "e2e_cli_tests"."dbt_jaffle"."persons"; """ drop_view_query: str = """ DROP VIEW IF EXISTS "e2e_cli_tests"."dbt_jaffle"."view_persons"; """ def setUp(self) -> None: self.create_table_and_view() def tearDown(self) -> None: self.delete_table_and_view() def assert_for_vanilla_ingestion( self, source_status: Status, sink_status: Status ) -> None: self.assertEqual(len(source_status.failures), 0) self.assertEqual(len(source_status.warnings), 0) self.assertEqual(len(source_status.filtered), 1) self.assertGreaterEqual( (len(source_status.records) + len(source_status.updated_records)), self.expected_tables(), ) self.assertEqual(len(sink_status.failures), 0) self.assertEqual(len(sink_status.warnings), 0) self.assertGreater( (len(sink_status.records) + len(sink_status.updated_records)), self.expected_tables(), ) def create_table_and_view(self) -> None: SQACommonMethods.create_table_and_view(self) def delete_table_and_view(self) -> None: SQACommonMethods.delete_table_and_view(self) def delete_table_rows(self) -> None: SQACommonMethods.run_delete_queries(self) def update_table_row(self) -> None: SQACommonMethods.run_update_queries(self) @staticmethod def get_connector_name() -> str: return "redshift" @staticmethod def expected_tables() -> int: return 5 def inserted_rows_count(self) -> int: return 50 def view_column_lineage_count(self) -> int: """ Gives us the lineage for the view_listing """ return 9 @staticmethod def fqn_created_table() -> str: return "e2e_redshift.e2e_cli_tests.dbt_jaffle.listing" @staticmethod def _fqn_deleted_table() -> str: return "e2e_redshift.e2e_cli_tests.dbt_jaffle.persons" @staticmethod def get_profiler_time_partition() -> dict: return { "fullyQualifiedName": "e2e_redshift.e2e_cli_tests.dbt_jaffle.listing", "partitionConfig": { "enablePartitioning": True, "partitionColumnName": "date", "partitionIntervalType": "TIME-UNIT", "partitionInterval": 5, "partitionIntervalUnit": "YEAR", }, } @staticmethod def get_includes_schemas() -> List[str]: return ["dbt_jaffle"] @classmethod def get_excludes_schemas(cls) -> List[str]: return ["dbt_jaffle", "information_schema"] @staticmethod def get_includes_tables() -> List[str]: return ["customer", "listing"] @staticmethod def get_excludes_tables() -> List[str]: return ["foo"] @staticmethod def expected_filtered_schema_includes() -> int: return 3 @staticmethod def expected_filtered_schema_excludes() -> int: return 2 @staticmethod def expected_filtered_table_includes() -> int: return 6 @staticmethod def expected_filtered_table_excludes() -> int: return 3 @staticmethod def expected_filtered_mix() -> int: return 8 @staticmethod def get_profiler_time_partition_results() -> dict: return { "table_profile": { "columnCount": 9.0, "rowCount": 101.0, }, "column_profile": [ { "totalprice": { "distinctCount": 22.0, "distinctProportion": 1.0, "duplicateCount": None, "firstQuartile": -451.0775, "histogram": { "boundaries": [ "-999.630 to -665.732", "-665.732 to -331.834", "-331.834 to 2.064", "2.064 to 335.962", "335.962 to 669.859", "669.859 and up", ], "frequencies": [3, 7, 6, 1, 2, 3], }, "interQuartileRange": 467.7975, "max": 856.41, "maxLength": None, "mean": -159.0, "median": -288.81, "min": -999.63, "minLength": None, "missingCount": None, "missingPercentage": None, "nonParametricSkew": 0.24571372424720792, "nullCount": 0.0, "nullProportion": 0.0, "stddev": 528.297718809555, "sum": -3518.0, "thirdQuartile": 16.72, "uniqueCount": 22.0, "uniqueProportion": 1.0, "validCount": None, "valuesCount": 22.0, "valuesPercentage": None, "variance": None, } } ], } @staticmethod def delete_queries() -> List[str]: return [ """ DELETE FROM e2e_cli_tests.dbt_jaffle.persons WHERE person_id IN (1,2) """, ] @staticmethod def update_queries() -> List[str]: return [ """ UPDATE e2e_cli_tests.dbt_jaffle.persons SET full_name = 'Bruce Wayne' WHERE person_id = 3 """, ]