daemonslayer/tests-airflow

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src/examples/example_short_circuit_operator.py

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# -*- coding: utf-8 -*-
#
# Licensed 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.
import airflow
from airflow.operators.python_operator import ShortCircuitOperator
from airflow.operators.dummy_operator import DummyOperator
from airflow.models import DAG
import airflow.utils.helpers


args = {
    'owner': 'airflow',
    'start_date': airflow.utils.dates.days_ago(2)
}

dag = DAG(dag_id='example_short_circuit_operator', default_args=args)

cond_true = ShortCircuitOperator(
    task_id='condition_is_True', python_callable=lambda: True, dag=dag)

cond_false = ShortCircuitOperator(
    task_id='condition_is_False', python_callable=lambda: False, dag=dag)

ds_true = [DummyOperator(task_id='true_' + str(i), dag=dag) for i in [1, 2]]
ds_false = [DummyOperator(task_id='false_' + str(i), dag=dag) for i in [1, 2]]

airflow.utils.helpers.chain(cond_true, *ds_true)
airflow.utils.helpers.chain(cond_false, *ds_false)