# # 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 creates, gets, lists, updates, purges, pauses, resumes and deletes Queues and creates, gets, lists, runs and deletes Tasks in the Google Cloud Tasks service in the Google Cloud. """ import os from datetime import datetime, timedelta from airflow import models from airflow.models.baseoperator import chain from airflow.operators.bash import BashOperator from airflow.providers.google.cloud.operators.tasks import ( CloudTasksQueueCreateOperator, CloudTasksQueueDeleteOperator, CloudTasksQueueGetOperator, CloudTasksQueuePauseOperator, CloudTasksQueuePurgeOperator, CloudTasksQueueResumeOperator, CloudTasksQueuesListOperator, CloudTasksQueueUpdateOperator, CloudTasksTaskCreateOperator, CloudTasksTaskDeleteOperator, CloudTasksTaskGetOperator, CloudTasksTaskRunOperator, CloudTasksTasksListOperator, ) from airflow.utils.dates import days_ago from google.api_core.retry import Retry from google.cloud.tasks_v2.types import Queue from google.protobuf import timestamp_pb2 timestamp = timestamp_pb2.Timestamp() timestamp.FromDatetime( datetime.now() + timedelta(hours=12) ) # pylint: disable=no-member LOCATION = "europe-west1" QUEUE_ID = os.environ.get("GCP_TASKS_QUEUE_ID", "cloud-tasks-queue") TASK_NAME = "task-to-run" TASK = { "app_engine_http_request": { # Specify the type of request. "http_method": "POST", "relative_uri": "/example_task_handler", "body": b"Hello", }, "schedule_time": timestamp, } with models.DAG( "example_gcp_tasks", schedule_interval=None, # Override to match your needs start_date=days_ago(1), tags=["example"], ) as dag: # Queue operations create_queue = CloudTasksQueueCreateOperator( location=LOCATION, task_queue=Queue(stackdriver_logging_config=dict(sampling_ratio=0.5)), queue_name=QUEUE_ID, retry=Retry(maximum=10.0), timeout=5, task_id="create_queue", ) delete_queue = CloudTasksQueueDeleteOperator( location=LOCATION, queue_name=QUEUE_ID, task_id="delete_queue", ) resume_queue = CloudTasksQueueResumeOperator( location=LOCATION, queue_name=QUEUE_ID, task_id="resume_queue", ) pause_queue = CloudTasksQueuePauseOperator( location=LOCATION, queue_name=QUEUE_ID, task_id="pause_queue", ) purge_queue = CloudTasksQueuePurgeOperator( location=LOCATION, queue_name=QUEUE_ID, task_id="purge_queue", ) get_queue = CloudTasksQueueGetOperator( location=LOCATION, queue_name=QUEUE_ID, task_id="get_queue", ) get_queue_result = BashOperator( task_id="get_queue_result", bash_command="echo \"{{ task_instance.xcom_pull('get_queue') }}\"", ) get_queue >> get_queue_result update_queue = CloudTasksQueueUpdateOperator( task_queue=Queue(stackdriver_logging_config=dict(sampling_ratio=1)), location=LOCATION, queue_name=QUEUE_ID, update_mask={"paths": ["stackdriver_logging_config.sampling_ratio"]}, task_id="update_queue", ) list_queue = CloudTasksQueuesListOperator(location=LOCATION, task_id="list_queue") chain( create_queue, update_queue, pause_queue, resume_queue, purge_queue, get_queue, list_queue, delete_queue, ) # Tasks operations create_task = CloudTasksTaskCreateOperator( location=LOCATION, queue_name=QUEUE_ID, task=TASK, task_name=TASK_NAME, retry=Retry(maximum=10.0), timeout=5, task_id="create_task_to_run", ) tasks_get = CloudTasksTaskGetOperator( location=LOCATION, queue_name=QUEUE_ID, task_name=TASK_NAME, task_id="tasks_get", ) run_task = CloudTasksTaskRunOperator( location=LOCATION, queue_name=QUEUE_ID, task_name=TASK_NAME, task_id="run_task", ) list_tasks = CloudTasksTasksListOperator( location=LOCATION, queue_name=QUEUE_ID, task_id="list_tasks" ) delete_task = CloudTasksTaskDeleteOperator( location=LOCATION, queue_name=QUEUE_ID, task_name=TASK_NAME, task_id="delete_task", ) chain( purge_queue, create_task, tasks_get, list_tasks, run_task, delete_task, delete_queue, )