# 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. """ Helpers module for db sources """ import traceback from metadata.generated.schema.entity.data.table import Table from metadata.ingestion.lineage.models import ConnectionTypeDialectMapper from metadata.ingestion.lineage.parser import LineageParser from metadata.ingestion.lineage.sql_lineage import ( get_lineage_by_query, get_lineage_via_table_entity, ) from metadata.ingestion.ometa.ometa_api import OpenMetadata from metadata.ingestion.source.models import TableView from metadata.utils import fqn from metadata.utils.logger import utils_logger logger = utils_logger() def get_host_from_host_port(uri: str) -> str: """ if uri is like "localhost:9000" then return the host "localhost" """ return uri.split(":")[0] def get_view_lineage( view: TableView, metadata: OpenMetadata, service_name: str, connection_type: str ): """ Method to generate view lineage """ table_name = view.table_name schema_name = view.schema_name db_name = view.db_name view_definition = view.view_definition table_fqn = fqn.build( metadata, entity_type=Table, service_name=service_name, database_name=db_name, schema_name=schema_name, table_name=table_name, ) table_entity = metadata.get_by_name( entity=Table, fqn=table_fqn, ) try: connection_type = str(connection_type) dialect = ConnectionTypeDialectMapper.dialect_of(connection_type) lineage_parser = LineageParser(view_definition, dialect) if lineage_parser.source_tables and lineage_parser.target_tables: yield from get_lineage_by_query( metadata, query=view_definition, service_name=service_name, database_name=db_name, schema_name=schema_name, dialect=dialect, ) or [] else: yield from get_lineage_via_table_entity( metadata, table_entity=table_entity, service_name=service_name, database_name=db_name, schema_name=schema_name, query=view_definition, dialect=dialect, ) or [] except Exception as exc: logger.debug(traceback.format_exc()) logger.warning( f"Could not parse query [{view_definition}] ingesting lineage failed: {exc}" )