latest_only_with_trigger

Example LatestOnlyOperator and TriggerRule interactions

Airflow Fundamentals


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Last Updated: Apr. 13, 2022

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 the

dags
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 LatestOnlyOperator and TriggerRule interactions
"""
from __future__ import annotations
# [START example]
import datetime
import pendulum
from airflow.models.dag import DAG
from airflow.operators.empty import EmptyOperator
from airflow.operators.latest_only import LatestOnlyOperator
from airflow.utils.trigger_rule import TriggerRule
with DAG(
dag_id="latest_only_with_trigger",
schedule=datetime.timedelta(hours=4),
start_date=pendulum.datetime(2021, 1, 1, tz="UTC"),
catchup=False,
tags=["example3"],
) as dag:
latest_only = LatestOnlyOperator(task_id="latest_only")
task1 = EmptyOperator(task_id="task1")
task2 = EmptyOperator(task_id="task2")
task3 = EmptyOperator(task_id="task3")
task4 = EmptyOperator(task_id="task4", trigger_rule=TriggerRule.ALL_DONE)
latest_only >> task1 >> [task3, task4]
task2 >> [task3, task4]
# [END example]