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#!/usr/bin/env python | |
from __future__ import print_function | |
import datetime | |
from airflow import DAG | |
from airflow.operators.python_operator import PythonOperator | |
from airflow.operators.dagrun_operator import TriggerDagRunOperator | |
from airflow.sensors.external_task_sensor import ExternalTaskSensor | |
from airflow.models import TaskInstance | |
from airflow.utils import timezone | |
from airflow.utils.db import provide_session | |
with DAG('gridu_parent_dag', schedule_interval=None, start_date=datetime.datetime(2020, 3, 25), catchup=False) as parent_dag: | |
print_context_op = PythonOperator( | |
task_id='print_context_task', | |
python_callable=lambda **kwargs: print(kwargs), | |
provide_context=True | |
) | |
child_exec_date = timezone.make_aware(datetime.datetime.now()) | |
record_exec_date_op = PythonOperator( | |
task_id='record_exec_date_task', | |
python_callable=lambda ds, **c: c['ti'].xcom_push(key='child_exec_date', value=child_exec_date.isoformat()), | |
provide_context=True | |
) | |
print_exec_date_op = PythonOperator( | |
task_id='print_exec_date_task', | |
python_callable=lambda ds, **kwargs: print(kwargs['ti'].xcom_pull(task_ids='record_exec_date_task', key='child_exec_date')), | |
provide_context=True | |
) | |
print_exec_date2_op = PythonOperator( | |
task_id='print_exec_date2_task', | |
python_callable=lambda ds, **kwargs: print(kwargs['ti'].xcom_pull(task_ids='record_exec_date_task', key='child_exec_date')), | |
provide_context=True | |
) | |
dag_run_op = TriggerDagRunOperator( | |
task_id='dag_trigger_task', | |
trigger_dag_id='gridu_child_dag', | |
execution_date="{{ ti.xcom_pull(task_ids='record_exec_date_task', key='child_exec_date') }}" | |
) | |
@provide_session | |
def get_child_exec_date(dt, session=None): | |
ti = session.query(TaskInstance).filter( | |
TaskInstance.dag_id == 'gridu_parent_dag', | |
TaskInstance.task_id == 'record_exec_date_task', | |
TaskInstance.execution_date == dt | |
).first() | |
string_dt = ti.xcom_pull( | |
task_ids='record_exec_date_task', | |
key='child_exec_date', | |
dag_id='gridu_parent_dag') | |
return timezone.parse(string_dt) | |
dag_sensor_op = ExternalTaskSensor( | |
task_id='dag_waiter_task', | |
external_dag_id='gridu_child_dag', | |
# execution_date_fn=lambda dt: child_exec_date, # lambda to return ex_dag_exec_date whatever is passed to it | |
execution_date_fn=get_child_exec_date, | |
poke_interval=20, | |
) | |
print_context_op >> record_exec_date_op >> print_exec_date_op >> print_exec_date2_op >> dag_run_op >> dag_sensor_op | |
with DAG('gridu_child_dag', schedule_interval=None, start_date=datetime.datetime(2020, 3, 25), catchup=False) as child_dag: | |
print_context_op = PythonOperator( | |
task_id='print_context_task', | |
python_callable=lambda **kwargs: print(kwargs), | |
provide_context=True | |
) |
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