mirror of
https://github.com/open-metadata/OpenMetadata.git
synced 2025-07-23 09:22:18 +00:00
83b048c07c
* added data insight module to refine and ingest data * Added json schema for data insight workflow * Added mixin for data insight * Added tests for data insight workflow and methods * Fixed python style * Fixed python linting * Fixed unit test * Added data insight worflow + workflow logging * Fix python style * Renamed analytic -> data_insight + added test to make + fixed style * Fixed java style * Fixed code smells + python style * Ignore ES linting for now * Fixed comments from review * fix python formatting * Fixe PipelineType attribute for data insight
67 lines
2.1 KiB
Python
67 lines
2.1 KiB
Python
# 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,
|
|
),
|
|
)
|
|
|
|
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
|