Galak created AIRFLOW-1814: ------------------------------ Summary: Add op_args and op_kwargs in PythonOperator templated fields Key: AIRFLOW-1814 URL: https://issues.apache.org/jira/browse/AIRFLOW-1814 Project: Apache Airflow Issue Type: Wish Components: operators Affects Versions: Airflow 1.8, 1.8.0 Reporter: Galak Priority: Minor
*I'm wondering if "_op_args_" and "_op_kwargs_" PythonOperator parameters could be templated.* I have 2 different use cases where this change could help a lot: +1/ Provide some job execution information as a python callable argument:+ let's explain it through a simple example: {code} simple_task = PythonOperator( task_id='simple_task', provide_context=True, python_callable=extract_data, op_args=[ "my_db_connection_id" "select * from my_table" "/data/{dag.dag_id}/{ts}/my_export.csv" ], dag=dag ) {code} "extract_data" python function seems to be simple here, but it could be anything re-usable in multiple dags... +2/ Provide some XCom value as a python callable argument:+ Let's say I a have a task which is retrieving or calculating a value, and then storing it in an XCom for further use by other tasks: {code} value_producer_task = PythonOperator( task_id='value_producer_task', provide_context=True, python_callable=produce_value, op_args=[ "my_db_connection_id", "some_other_static_parameter", "my_xcom_key" ], dag=dag ) {code} Then I can just configure a PythonCallable task to use the produced value: {code} value_consumer_task = PythonOperator( task_id='value_consumer_task', provide_context=True, python_callable=consume_value, op_args=[ "{{ task_instance.xcom_pull(task_ids=None, key='my_xcom_key') }}" ], dag=dag ) {code} I quickly tried the following class: {code} from airflow.operators.python_operator import PythonOperator class MyPythonOperator(PythonOperator): template_fields = PythonOperator.template_fields + ('op_args', 'op_kwargs') {code} and it worked like a charm. So could these 2 arguments be added to templated_fields? Or did I miss some major drawback to this change? -- This message was sent by Atlassian JIRA (v6.4.14#64029)