xcomargs
Example DAG demonstrating the usage of the XComArgs.
Airflow Fundamentals
Providers:
Modules:
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 the usage of the XComArgs."""from __future__ import annotationsimport loggingimport pendulumfrom airflow.decorators import taskfrom airflow.models.dag import DAGfrom airflow.operators.bash import BashOperatorlog = logging.getLogger(__name__)@taskdef generate_value():"""Empty function"""return "Bring me a shrubbery!"@taskdef print_value(value, ts=None):"""Empty function"""log.info("The knights of Ni say: %s (at %s)", value, ts)with DAG(dag_id="example_xcom_args",start_date=pendulum.datetime(2021, 1, 1, tz="UTC"),catchup=False,schedule=None,tags=["example"],) as dag:print_value(generate_value())with DAG("example_xcom_args_with_operators",start_date=pendulum.datetime(2021, 1, 1, tz="UTC"),catchup=False,schedule=None,tags=["example"],) as dag2:bash_op1 = BashOperator(task_id="c", bash_command="echo c")bash_op2 = BashOperator(task_id="d", bash_command="echo c")xcom_args_a = print_value("first!")xcom_args_b = print_value("second!")bash_op1 >> xcom_args_a >> xcom_args_b >> bash_op2