# 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. """ Test dashboard connectors with CLI """ from abc import ABC, abstractmethod from pathlib import Path from metadata.ingestion.api.status import Status from metadata.workflow.metadata import MetadataWorkflow from ..base.test_cli import PATH_TO_RESOURCES from ..base.test_cli_dashboard import CliDashboardBase class CliCommonDashboard: """ CLI Dashboard Common class """ class TestSuite( CliDashboardBase.TestSuite, ABC ): # pylint: disable=too-many-public-methods """ TestSuite class to define test structure """ @classmethod def setUpClass(cls) -> None: connector = cls.get_connector_name() workflow: MetadataWorkflow = cls.get_workflow( connector, cls.get_test_type() ) cls.openmetadata = workflow.source.metadata cls.config_file_path = str( Path(PATH_TO_RESOURCES + f"/dashboard/{connector}/{connector}.yaml") ) cls.test_file_path = str( Path(PATH_TO_RESOURCES + f"/dashboard/{connector}/test.yaml") ) def assert_not_including(self, source_status: Status, sink_status: Status): """ Here we can have a diff of 1 element due to the service being ingested in the first round. This will not happen on subsequent tests or executions """ self.assertTrue(len(source_status.failures) == 0) self.assertTrue(len(source_status.warnings) == 0) self.assertTrue(len(source_status.filtered) == 0) # We can have a diff of 1 element if we are counting the service, which is only marked as ingested in the # first go self.assertTrue( self.expected_dashboards_and_charts() + self.expected_lineage() <= (len(source_status.records) + len(source_status.updated_records)) ) self.assertTrue(len(sink_status.failures) == 0) self.assertTrue(len(sink_status.warnings) == 0) self.assertTrue( self.expected_dashboards_and_charts() + self.expected_lineage() <= (len(sink_status.records) + len(sink_status.updated_records)) ) def assert_for_vanilla_ingestion( self, source_status: Status, sink_status: Status ) -> None: self.assertTrue(len(source_status.failures) == 0) self.assertTrue(len(source_status.warnings) == 0) self.assertTrue(len(source_status.filtered) == 0) self.assertEqual( (len(source_status.records) + len(source_status.updated_records)), self.expected_dashboards_and_charts_after_patch() + self.expected_tags() + self.expected_lineage() + self.expected_datamodels() + self.expected_datamodel_lineage(), ) self.assertTrue(len(sink_status.failures) == 0) self.assertTrue(len(sink_status.warnings) == 0) self.assertEqual( (len(sink_status.records) + len(sink_status.updated_records)), self.expected_dashboards_and_charts_after_patch() + self.expected_tags() + self.expected_lineage() + self.expected_datamodels() + self.expected_datamodel_lineage(), ) def assert_filtered_mix(self, source_status: Status, sink_status: Status): self.assertTrue(len(source_status.failures) == 0) self.assertTrue(len(source_status.warnings) == 0) self.assertEqual(self.expected_filtered_mix(), len(source_status.filtered)) self.assertTrue(len(sink_status.failures) == 0) self.assertTrue(len(sink_status.warnings) == 0) self.assertEqual( self.expected_filtered_sink_mix(), (len(sink_status.records) + len(sink_status.updated_records)), ) @staticmethod @abstractmethod def expected_dashboards_and_charts() -> int: raise NotImplementedError() @staticmethod @abstractmethod def expected_tags() -> int: raise NotImplementedError() @staticmethod @abstractmethod def expected_lineage() -> int: raise NotImplementedError() @staticmethod @abstractmethod def expected_datamodels() -> int: raise NotImplementedError() @staticmethod @abstractmethod def expected_datamodel_lineage() -> int: raise NotImplementedError() @staticmethod @abstractmethod def expected_filtered_mix() -> int: raise NotImplementedError() @staticmethod @abstractmethod def expected_filtered_sink_mix() -> int: raise NotImplementedError() # We need to update the counts in the subsequent run of ingestion for same service # Since we only patch the entities if we find any change at the source @staticmethod @abstractmethod def expected_dashboards_and_charts_after_patch() -> int: raise NotImplementedError()