# 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. """ ElasticSearch reindex DAG function builder """ from airflow import DAG from openmetadata_managed_apis.workflows.ingestion.common import ( ClientInitializationError, GetServiceException, build_dag, metadata_ingestion_workflow, ) from metadata.generated.schema.entity.services.connections.metadata.metadataESConnection import ( MetadataESConnection, ) from metadata.generated.schema.entity.services.ingestionPipelines.ingestionPipeline import ( IngestionPipeline, ) from metadata.generated.schema.entity.services.metadataService import ( MetadataConnection, MetadataService, ) from metadata.generated.schema.metadataIngestion.workflow import ( LogLevels, OpenMetadataWorkflowConfig, Sink, ) from metadata.generated.schema.metadataIngestion.workflow import ( Source as WorkflowSource, ) from metadata.generated.schema.metadataIngestion.workflow import WorkflowConfig from metadata.ingestion.ometa.ometa_api import OpenMetadata def build_es_reindex_workflow_config( ingestion_pipeline: IngestionPipeline, ) -> OpenMetadataWorkflowConfig: """ Given an airflow_pipeline, prepare the workflow config JSON """ try: metadata = OpenMetadata(config=ingestion_pipeline.openMetadataServerConnection) except Exception as exc: raise ClientInitializationError(f"Failed to initialize the client: {exc}") openmetadata_service: MetadataService = metadata.get_by_name( entity=MetadataService, fqn=ingestion_pipeline.service.fullyQualifiedName ) if not openmetadata_service: raise GetServiceException(service_type="metadata", service_name="OpenMetadata") sink = Sink(type="metadata-rest", config={}) workflow_config = OpenMetadataWorkflowConfig( source=WorkflowSource( type="metadata_elasticsearch", serviceName=ingestion_pipeline.service.fullyQualifiedName, serviceConnection=MetadataConnection(config=MetadataESConnection()), sourceConfig=ingestion_pipeline.sourceConfig, ), sink=sink, workflowConfig=WorkflowConfig( loggerLevel=ingestion_pipeline.loggerLevel or LogLevels.INFO, openMetadataServerConfig=ingestion_pipeline.openMetadataServerConnection, ), ingestionPipelineFQN=ingestion_pipeline.fullyQualifiedName.root, ) return workflow_config def build_es_reindex_dag(ingestion_pipeline: IngestionPipeline) -> DAG: """Build a simple Data Insight DAG""" workflow_config = build_es_reindex_workflow_config(ingestion_pipeline) dag = build_dag( task_name="elasticsearch_reindex_task", ingestion_pipeline=ingestion_pipeline, workflow_config=workflow_config, workflow_fn=metadata_ingestion_workflow, ) return dag