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from datetime import datetime, timedelta | |
import errno | |
from os import rename | |
from airflow import DAG | |
from airflow.operators.bash import BashOperator | |
from airflow.operators.dummy import DummyOperator | |
# | |
# Operator qui test si un DAG n'est pas déjà en cours d'exécution avec la meme configuration | |
# curl -XPOST http://127.0.0.1:8081/api/v1/dags/rename_user/dagRuns -H 'Content-Type: application/json' -u airflow:airflow -d '{"conf":{"uid":"2"}}' | |
# | |
from airflow.operators.branch_operator import BaseBranchOperator | |
from airflow.models.dagrun import DagRun | |
from airflow.utils.state import State | |
from airflow.utils.session import provide_session | |
from airflow.exceptions import AirflowException | |
class IsRunWithSameConfigOperator(BaseBranchOperator): | |
def __init__(self, *, follow_task_ids_if_true, follow_task_ids_if_false, **kwargs): | |
super().__init__(**kwargs) | |
self.follow_task_ids_if_true = follow_task_ids_if_true | |
self.follow_task_ids_if_false = follow_task_ids_if_false | |
self.follow_branch = follow_task_ids_if_false | |
@provide_session | |
def choose_branch(self, context, session=None): | |
if self.follow_task_ids_if_true is None: | |
raise AirflowException( | |
"Expected 'follow_task_ids_if_true' paramter is missing." | |
) | |
if self.follow_task_ids_if_false is None: | |
raise AirflowException( | |
"Expected 'follow_task_ids_if_false' parameter is missing." | |
) | |
dag_id = context["dag"].dag_id | |
conf = context["dag_run"].conf | |
nb_run = session.query(DagRun).filter( | |
DagRun.state == State.RUNNING, | |
DagRun.dag_id == dag_id, | |
DagRun.conf == conf, | |
).count() | |
self.log.info("nb_run: %s", nb_run) | |
if nb_run == 1: | |
return self.follow_task_ids_if_true | |
else: | |
return self.follow_task_ids_if_false | |
with DAG( | |
'rename_user', | |
# These args will get passed on to each operator | |
# You can override them on a per-task basis during operator initialization | |
default_args={ | |
'retries': 2, | |
'retry_delay': timedelta(seconds=5) | |
}, | |
description='Rename a user. Only one DAG can run at a time', | |
start_date=datetime(2021, 1, 1), | |
schedule_interval=None, | |
max_active_runs=10, | |
tags=['example'], | |
) as dag: | |
rename_user_name = BashOperator( | |
task_id='rename_user_name', | |
bash_command='sleep 5', | |
retries=3, | |
) | |
change_user_mail = BashOperator( | |
task_id='change_user_mail', | |
bash_command='sleep 5', | |
retries=3, | |
) | |
error = BashOperator( | |
task_id='error', | |
bash_command='exit 1' | |
) | |
error_2 = BashOperator( | |
task_id='error_2', | |
bash_command='exit 0' | |
) | |
notify_talend = BashOperator( | |
task_id='notify_talend', | |
trigger_rule='none_failed_min_one_success', | |
bash_command='sleep 5', | |
) | |
t0 = IsRunWithSameConfigOperator( | |
task_id="the_way_is_open", | |
depends_on_past=False, | |
follow_task_ids_if_true=['rename_user_name'], | |
follow_task_ids_if_false=['error', 'error_2'], | |
) | |
t0 >> rename_user_name >> change_user_mail >> notify_talend | |
t0 >> error_2 >> notify_talend | |
t0 >> error >> notify_talend |
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