mirror of
https://github.com/open-metadata/OpenMetadata.git
synced 2025-10-31 10:39:30 +00:00
d901dd2948
* FIX #16284 - Toggle if we want to raise workflow errors * schema * schema * move prop * fix * move prop * improve error handling * Update openmetadata-service/src/main/java/org/openmetadata/service/jdbi3/IngestionPipelineRepository.java Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update openmetadata-service/src/main/java/org/openmetadata/service/jdbi3/IngestionPipelineRepository.java Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Add the `Raise on Error` option to the ingestion schedule step * Revert "Update openmetadata-service/src/main/java/org/openmetadata/service/jdbi3/IngestionPipelineRepository.java" This reverts commit 985b73513a59695c6bb39ad41c2d273bbf4e5d22. * Update the tests * Fix sonar issue --------- Co-authored-by: Aniket Katkar <aniketkatkar97@gmail.com> Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
120 lines
3.6 KiB
Python
120 lines
3.6 KiB
Python
# Copyright 2025 Collate
|
|
# Licensed under the Collate Community License, Version 1.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
# https://github.com/open-metadata/OpenMetadata/blob/main/ingestion/LICENSE
|
|
# 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.
|
|
"""
|
|
Metadata DAG function builder
|
|
"""
|
|
import json
|
|
import tempfile
|
|
|
|
from airflow import DAG
|
|
from openmetadata_managed_apis.utils.logger import set_operator_logger
|
|
from openmetadata_managed_apis.workflows.ingestion.common import (
|
|
build_dag,
|
|
build_source,
|
|
build_workflow_config_property,
|
|
execute_workflow,
|
|
)
|
|
|
|
from metadata.generated.schema.entity.services.ingestionPipelines.ingestionPipeline import (
|
|
IngestionPipeline,
|
|
)
|
|
from metadata.generated.schema.metadataIngestion.workflow import (
|
|
BulkSink,
|
|
OpenMetadataWorkflowConfig,
|
|
Processor,
|
|
Stage,
|
|
)
|
|
from metadata.workflow.usage import UsageWorkflow
|
|
|
|
|
|
def usage_workflow(
|
|
workflow_config: OpenMetadataWorkflowConfig,
|
|
):
|
|
"""
|
|
Task that creates and runs the ingestion workflow.
|
|
|
|
The workflow_config gets cooked form the incoming
|
|
ingestionPipeline.
|
|
|
|
This is the callable used to create the PythonOperator
|
|
"""
|
|
|
|
set_operator_logger(workflow_config)
|
|
|
|
config = json.loads(
|
|
workflow_config.model_dump_json(exclude_defaults=False, mask_secrets=False)
|
|
)
|
|
workflow = UsageWorkflow.create(config)
|
|
execute_workflow(workflow, workflow_config)
|
|
|
|
|
|
def build_usage_config_from_file(
|
|
ingestion_pipeline: IngestionPipeline, filename: str
|
|
) -> OpenMetadataWorkflowConfig:
|
|
"""
|
|
Given a filename for the staging location, build
|
|
the OpenMetadataWorkflowConfig
|
|
:param ingestion_pipeline: IngestionPipeline with workflow info
|
|
:param filename: staging location file
|
|
:return: OpenMetadataWorkflowConfig
|
|
"""
|
|
|
|
source = build_source(ingestion_pipeline)
|
|
source.type = f"{source.type}-usage" # Mark the source as usage
|
|
|
|
return OpenMetadataWorkflowConfig(
|
|
source=source,
|
|
processor=Processor(type="query-parser", config={}),
|
|
stage=Stage(
|
|
type="table-usage",
|
|
config={"filename": filename},
|
|
),
|
|
bulkSink=BulkSink(
|
|
type="metadata-usage",
|
|
config={"filename": filename},
|
|
),
|
|
workflowConfig=build_workflow_config_property(ingestion_pipeline),
|
|
ingestionPipelineFQN=ingestion_pipeline.fullyQualifiedName.root,
|
|
)
|
|
|
|
|
|
def build_usage_workflow_config(
|
|
ingestion_pipeline: IngestionPipeline,
|
|
) -> OpenMetadataWorkflowConfig:
|
|
"""
|
|
Given an airflow_pipeline, prepare the workflow config JSON
|
|
"""
|
|
location = ingestion_pipeline.sourceConfig.config.stageFileLocation
|
|
|
|
if not location:
|
|
with tempfile.NamedTemporaryFile() as tmp_file:
|
|
workflow_config = build_usage_config_from_file(ingestion_pipeline, tmp_file)
|
|
|
|
else:
|
|
workflow_config = build_usage_config_from_file(ingestion_pipeline, location)
|
|
|
|
return workflow_config
|
|
|
|
|
|
def build_usage_dag(airflow_pipeline: IngestionPipeline) -> DAG:
|
|
"""
|
|
Build a simple metadata workflow DAG
|
|
"""
|
|
workflow_config = build_usage_workflow_config(airflow_pipeline)
|
|
dag = build_dag(
|
|
task_name="usage_task",
|
|
ingestion_pipeline=airflow_pipeline,
|
|
workflow_config=workflow_config,
|
|
workflow_fn=usage_workflow,
|
|
)
|
|
|
|
return dag
|