josh-fell commented on a change in pull request #18945: URL: https://github.com/apache/airflow/pull/18945#discussion_r728464727
########## File path: airflow/providers/google/cloud/example_dags/example_dataproc_metastore.py ########## @@ -0,0 +1,202 @@ +# +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you 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. +""" +Example Airflow DAG that show how to use various Dataproc Metastore +operators to manage a service. +""" + +import os + +from airflow import models +from airflow.providers.google.cloud.operators.dataproc_metastore import ( + DataprocMetastoreCreateBackupOperator, + DataprocMetastoreCreateMetadataImportOperator, + DataprocMetastoreCreateServiceOperator, + DataprocMetastoreDeleteBackupOperator, + DataprocMetastoreDeleteServiceOperator, + DataprocMetastoreExportMetadataOperator, + DataprocMetastoreGetServiceOperator, + DataprocMetastoreListBackupsOperator, + DataprocMetastoreRestoreServiceOperator, + DataprocMetastoreUpdateServiceOperator, +) +from airflow.utils.dates import days_ago + +PROJECT_ID = os.environ.get("GCP_PROJECT_ID", "<PROJECT_ID>") +SERVICE_ID = os.environ.get("GCP_DATAPROC_METASTORE_SERVICE_ID", "dataproc-metastore-system-tests-service-1") +BACKUP_ID = os.environ.get("GCP_DATAPROC_METASTORE_BACKUP_ID", "dataproc-metastore-system-tests-backup-1") +REGION = os.environ.get("GCP_REGION", "<REGION>") +BUCKET = os.environ.get("GCP_DATAPROC_METASTORE_BUCKET", "dataproc-metastore-system-tests") +METADATA_IMPORT_FILE = os.environ.get("GCS_METADATA_IMPORT_FILE", None) +METADATA_IMPORT_ID = "dataproc-metastore-system-tests-metadata-import-1" +TIMEOUT = 1200 +GCS_URI = f"gs://{BUCKET}/{METADATA_IMPORT_FILE}" +DB_TYPE = "MYSQL" +DESTINATION_GCS_FOLDER = "gs://{BUCKET}>" + +# Service definition +# Docs: https://cloud.google.com/dataproc-metastore/docs/reference/rest/v1/projects.locations.services#Service +# [START how_to_cloud_dataproc_metastore_create_service] +SERVICE = { + "name": "test-service", +} +# [END how_to_cloud_dataproc_metastore_create_service] + +# Update service +# [START how_to_cloud_dataproc_metastore_update_service] +SERVICE_TO_UPDATE = { + "labels": { + "mylocalmachine": "mylocalmachine", + "systemtest": "systemtest", + } +} +UPDATE_MASK = {"paths": ["labels"]} +# [END how_to_cloud_dataproc_metastore_update_service] + +# Backup definition +# [START how_to_cloud_dataproc_metastore_create_backup] +BACKUP = { + "name": "test-backup", +} +# [END how_to_cloud_dataproc_metastore_create_backup] + +# Metadata import definition +# [START how_to_cloud_dataproc_metastore_create_metadata_import] +METADATA_IMPORT = { + "name": "test-metadata-import", + "database_dump": { + "gcs_uri": GCS_URI, + "database_type": DB_TYPE, + }, +} +# [END how_to_cloud_dataproc_metastore_create_metadata_import] + + +with models.DAG("example_gcp_dataproc_metastore", start_date=days_ago(1), schedule_interval="@once") as dag: + # [START how_to_cloud_dataproc_metastore_create_service_operator] + create_service = DataprocMetastoreCreateServiceOperator( + task_id="create_service", + region=REGION, + project_id=PROJECT_ID, + service=SERVICE, + service_id=SERVICE_ID, + timeout=TIMEOUT, + ) + # [END how_to_cloud_dataproc_metastore_create_service_operator] + + # [START how_to_cloud_dataproc_metastore_get_service_operator] + get_service_details = DataprocMetastoreGetServiceOperator( + task_id="get_service", + region=REGION, + project_id=PROJECT_ID, + service_id=SERVICE_ID, Review comment: @mik-laj Thanks for the context and explanation! @wojsamjan Please ignore this `default_args` comment given the details explained above. -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: commits-unsubscr...@airflow.apache.org For queries about this service, please contact Infrastructure at: us...@infra.apache.org
