Airflow ExternalTaskSensor 手动触发

Question

I have created two dags which I want to trigger manually schedule_interval=None .

First, I trigger "External_test_A" which should be pending till the "External_test_B" will not be triggered. After a while (after 2 minutes) I trigger "External_test_B" DAG, which runs only one task first_task .

When the task: first_task is success, then Poking for External_test_B.first_task from "External_test_A", should finished, return success and run second_task task from "External_test_A".

I stuck in the situation where even if first_task is a success, the Poking for... from "External_test_A" is still going.

External_test_A:

default_args = {
    'owner': 'airflow',
    'start_date': pendulum.yesterday().astimezone('US/Eastern')
}

dag = DAG(
    dag_id='External_test_A',
    default_args=default_args,
    schedule_interval=None
)

def do_second_task():
    print('Second task is done')

sensor = ExternalTaskSensor(
    task_id='wait_for_the_first_task_to_be_completed',
    external_dag_id='External_test_B',
    external_task_id='first_task',
    execution_delta=timedelta(minutes=3),
    dag=dag)

t2 = PythonOperator(
    task_id='second_task',
    python_callable=do_second_task,
    dag=dag)

sensor >> t2

if __name__ == "__main__":
    dag.cli()

External_test_B:

default_args = {
    'owner': 'airflow',
    'start_date': pendulum.yesterday().astimezone('US/Eastern')
}

dag = DAG(
    dag_id='External_test_B',
    default_args=default_args,
    schedule_interval=None
)

t1 = DummyOperator(task_id='first_task', dag=dag)

t1

if __name__ == "__main__":
    dag.cli()

Does some of you could tell me what I'm doing wrong? How to solve the problem with communication between two tasks from two different DAGs using only manual trigger?

Answer 1

After a lot of research there is no way to do this with manual trigger unless you write your own class to do the job. Both dags have to have a schedule interval with same start date and you need to mention execution_delta in external sensor definition.

Answer 2

There is no solution to your problem since both of your dags are manually triggered. I suggest you try to do it in one DAG...