nested_branch_dag
Example DAG demonstrating a workflow with nested branching. The join tasks are created with none_failed_or_skipped
trigger rule such that they are skipped whenever their corresponding BranchPythonOperator
are skipped.
Airflow Fundamentals
Providers:
Run this DAG
1. Install the Astronomer CLI:Skip if you already have the CLI
2. Initate the project in a local directory:
3. Copy and paste the code below into a file in thedags
directory.
4. Run the DAG from the local directory where the project was initiated:
## 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 DAG demonstrating a workflow with nested branching. The join tasks are created with``none_failed_min_one_success`` trigger rule such that they are skipped whenever their correspondingbranching tasks are skipped."""from __future__ import annotationsimport pendulumfrom airflow.decorators import taskfrom airflow.models.dag import DAGfrom airflow.operators.empty import EmptyOperatorfrom airflow.utils.trigger_rule import TriggerRulewith DAG(dag_id="example_nested_branch_dag",start_date=pendulum.datetime(2021, 1, 1, tz="UTC"),catchup=False,schedule="@daily",tags=["example"],) as dag:@task.branch()def branch(task_id_to_return: str) -> str:return task_id_to_returnbranch_1 = branch.override(task_id="branch_1")(task_id_to_return="true_1")join_1 = EmptyOperator(task_id="join_1", trigger_rule=TriggerRule.NONE_FAILED_MIN_ONE_SUCCESS)true_1 = EmptyOperator(task_id="true_1")false_1 = EmptyOperator(task_id="false_1")branch_2 = branch.override(task_id="branch_2")(task_id_to_return="true_2")join_2 = EmptyOperator(task_id="join_2", trigger_rule=TriggerRule.NONE_FAILED_MIN_ONE_SUCCESS)true_2 = EmptyOperator(task_id="true_2")false_2 = EmptyOperator(task_id="false_2")false_3 = EmptyOperator(task_id="false_3")branch_1 >> true_1 >> join_1branch_1 >> false_1 >> branch_2 >> [true_2, false_2] >> join_2 >> false_3 >> join_1