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Posted to commits@airflow.apache.org by "Ash Berlin-Taylor (Jira)" <ji...@apache.org> on 2019/09/18 07:56:00 UTC
[jira] [Resolved] (AIRFLOW-3871) Allow Jinja templating recursively
on object attributes
[ https://issues.apache.org/jira/browse/AIRFLOW-3871?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Ash Berlin-Taylor resolved AIRFLOW-3871.
----------------------------------------
Fix Version/s: 1.10.6
Resolution: Fixed
> Allow Jinja templating recursively on object attributes
> -------------------------------------------------------
>
> Key: AIRFLOW-3871
> URL: https://issues.apache.org/jira/browse/AIRFLOW-3871
> Project: Apache Airflow
> Issue Type: Wish
> Components: operators
> Affects Versions: 1.10.0
> Reporter: Galak
> Assignee: Björn Pollex
> Priority: Minor
> Fix For: 1.10.6
>
>
> Some {{Operator}} fields can be templated (using Jinja). Template rendering only works for string values (either direct values or values stored in collections).
> But a templated string inside a custom class instance won't be rendered
> Here is my scenario:
> I have a python method {{transform_data_file}} which is designed to call a command object. This command object constructor ({{MyAwesomeDataFileTransformer}}) has parameters that could be templated. These templated parameters are not rendered so far (see {{BaseOperator.render_template_from_field}} method).
> {code}
> simple_task = PythonOperator(
> task_id='simple_task',
> provide_context=True,
> python_callable=transform_data_file,
> templates_dict={
> 'transformer': MyAwesomeDataFileTransformer(
> "/data/{{ dag.dag_id }}/{{ ts }}/input_file",
> "/data/{{ dag.dag_id }}/{{ ts }}/output_file",
> )
> },
> dag=dag
> )
> {code}
> I have 3 alternatives in mind to allow rendering inner attributes:
> # Either define an Abstract Base Class declaring an abstract method {{render_template}}; then my command object would have to extend this Abstract Base Class, and then implement {{render_template}} method.
> # Or use duck typing in {{BaseOperator.render_template_from_field}} to call {{render_template}} method when it exists on templated custom objects; then my command object would just have to implement {{render_template}} method.
> # Or traverse object attributes when rendering templates and call {{BaseOperator.render_template}} recursively; then my command object would not need any change
> My preferred solution is the 3rd one, but I would like to hear about your opinion on this before. Maybe is there a 4th and better solution?
> I would be glad to submit a PR if this functionality is accepted.
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