# 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. """ testSuite DAG function builder """ from airflow import DAG from openmetadata_managed_apis.workflows.ingestion.common import ( build_dag, build_source, data_insight_workflow, ) from metadata.generated.schema.entity.services.ingestionPipelines.ingestionPipeline import ( IngestionPipeline, ) from metadata.generated.schema.metadataIngestion.workflow import ( LogLevels, OpenMetadataWorkflowConfig, Processor, WorkflowConfig, ) def build_data_insight_workflow_config( ingestion_pipeline: IngestionPipeline, ) -> OpenMetadataWorkflowConfig: """ Given an airflow_pipeline, prepare the workflow config JSON """ workflow_config = OpenMetadataWorkflowConfig( source=build_source(ingestion_pipeline), sink=ingestion_pipeline.sink, processor=Processor( type="data-insight-processor", config={}, ), workflowConfig=WorkflowConfig( loggerLevel=ingestion_pipeline.loggerLevel or LogLevels.INFO, openMetadataServerConfig=ingestion_pipeline.openMetadataServerConnection, ), ingestionPipelineFQN=ingestion_pipeline.fullyQualifiedName.__root__, ) return workflow_config def build_data_insight_dag(ingestion_pipeline: IngestionPipeline) -> DAG: """Build a simple testSuite DAG""" workflow_config = build_data_insight_workflow_config(ingestion_pipeline) dag = build_dag( task_name="data_insight_task", ingestion_pipeline=ingestion_pipeline, workflow_config=workflow_config, workflow_fn=data_insight_workflow, ) return dag