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https://github.com/open-metadata/OpenMetadata.git
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c522f14178
* Refactor output_handlers to a WorkflowOutputHandler class * Add old methods as deprecated to avoid breaking changes * Extract WorkflowInitErrorHandler from workflow_output_handler * Fix static checks * Fix tests * Fix tests * Update code based on comments from PR * Update comment
106 lines
3.3 KiB
Python
106 lines
3.3 KiB
Python
# Copyright 2021 Collate
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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import json
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from datetime import timedelta
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from airflow import DAG
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try:
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from airflow.operators.python import PythonOperator
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except ModuleNotFoundError:
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from airflow.operators.python_operator import PythonOperator
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from airflow.utils.dates import days_ago
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from metadata.workflow.usage import UsageWorkflow
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default_args = {
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"owner": "user_name",
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"email": ["username@org.com"],
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"email_on_failure": False,
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"retries": 3,
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"retry_delay": timedelta(seconds=10),
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"execution_timeout": timedelta(minutes=60),
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}
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config = """
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{
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"source": {
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"type": "custom-database",
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"serviceName": "sample_data",
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"serviceConnection": {
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"config": {
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"type": "CustomDatabase",
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"sourcePythonClass": "metadata.ingestion.source.database.sample_usage.SampleUsageSource",
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"connectionOptions": {
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"sampleDataFolder": "/home/airflow/ingestion/examples/sample_data"
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}
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}
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},
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"sourceConfig": {
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"config":{
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"type": "DatabaseUsage"
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}
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}
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},
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"processor": {
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"type": "query-parser",
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"config": {}
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},
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"stage": {
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"type": "table-usage",
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"config": {
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"filename": "/tmp/sample_usage"
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}
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},
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"bulkSink": {
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"type": "metadata-usage",
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"config": {
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"filename": "/tmp/sample_usage"
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}
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},
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"workflowConfig": {
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"openMetadataServerConfig": {
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"hostPort": "http://openmetadata-server:8585/api",
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"authProvider": "openmetadata",
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"securityConfig":{
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"jwtToken": "eyJraWQiOiJHYjM4OWEtOWY3Ni1nZGpzLWE5MmotMDI0MmJrOTQzNTYiLCJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJzdWIiOiJhZG1pbiIsImlzQm90IjpmYWxzZSwiaXNzIjoib3Blbi1tZXRhZGF0YS5vcmciLCJpYXQiOjE2NjM5Mzg0NjIsImVtYWlsIjoiYWRtaW5Ab3Blbm1ldGFkYXRhLm9yZyJ9.tS8um_5DKu7HgzGBzS1VTA5uUjKWOCU0B_j08WXBiEC0mr0zNREkqVfwFDD-d24HlNEbrqioLsBuFRiwIWKc1m_ZlVQbG7P36RUxhuv2vbSp80FKyNM-Tj93FDzq91jsyNmsQhyNv_fNr3TXfzzSPjHt8Go0FMMP66weoKMgW2PbXlhVKwEuXUHyakLLzewm9UMeQaEiRzhiTMU3UkLXcKbYEJJvfNFcLwSl9W8JCO_l0Yj3ud-qt_nQYEZwqW6u5nfdQllN133iikV4fM5QZsMCnm8Rq1mvLR0y9bmJiD7fwM1tmJ791TUWqmKaTnP49U493VanKpUAfzIiOiIbhg"
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}
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}
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}
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}
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"""
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def metadata_ingestion_workflow():
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workflow_config = json.loads(config)
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workflow = UsageWorkflow.create(workflow_config)
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workflow.execute()
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workflow.raise_from_status()
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workflow.print_status()
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workflow.stop()
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with DAG(
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"sample_usage",
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default_args=default_args,
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description="An example DAG which runs a OpenMetadata ingestion workflow",
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schedule_interval=timedelta(days=1),
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start_date=days_ago(1),
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is_paused_upon_creation=True,
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catchup=False,
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) as dag:
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ingest_task = PythonOperator(
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task_id="ingest_using_recipe",
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python_callable=metadata_ingestion_workflow,
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)
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