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Do not silently allow the use of undefined variables in jinja2 templates #11016

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merged 1 commit into from
Sep 25, 2020

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lattwood
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@lattwood lattwood commented Sep 18, 2020

This can have extremely bad consequences. After this change, a jinja2 template like the one below will cause the task instance to fail, if the DAG being executed is not a sub-DAG. This may also display an error on the Rendered tab of the Task Instance page.

task_instance.xcom_pull('z', key='return_value', dag_id=dag.parent_dag.dag_id)

Prior to the change in this commit, the above template would pull the latest value for task_id 'z', for the given execution_date, from any DAG. If your task_ids between DAGs are all unique, or if DAGs using the same task_id always have different execution_date values, this will appear to act like dag_id=None.

Our current theory is SQLAlchemy/Python doesn't behave as expected when comparing jinja2.Undefined to None.

Admittedly this issue boils down to PEBKAC, but this is also a case of Airflow not doing the (perceived) right thing in the face of ambiguity, and this PR fixes that up.

I did find this note about why it was only set to jinja2.Undefined, but given the way this can fail (and the difficulty in tracking down the root cause), I strongly feel this warrants breaking backwards compatibility with DAGs/task instances that are attempting to erroneously use undefined variables.

#4951 (comment)

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@lattwood
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@Fokko, @kaxil, @jmcarp, since all of your names were on the original PR making the behaviour configurable (and the PR template says to feel free to ping folks), I'm pinging ya'll

@mik-laj
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mik-laj commented Sep 20, 2020

@lattwood Can you add etry in UPDATING.md? This will allow us to avoid surprises after migrating to Airflow 2.0

@lattwood
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@mik-laj will do

@lattwood
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@mik-laj done

This can have *extremely* bad consequences. After this change, a jinja2
template like the one below will cause the task instance to fail, if the
DAG being executed is not a sub-DAG. This may also display an error on
the Rendered tab of the Task Instance page.

task_instance.xcom_pull('z', key='return_value', dag_id=dag.parent_dag.dag_id)

Prior to the change in this commit, the above template would pull the
latest value for task_id 'z', for the given execution_date, from *any DAG*.
If your task_ids between DAGs are all unique, or if DAGs using the same
task_id always have different execution_date values, this will appear to
act like dag_id=None.

Our current theory is SQLAlchemy/Python doesn't behave as expected when
comparing `jinja2.Undefined` to `None`.
@lattwood
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@mik-laj, docs added, PR is green!

@potiuk potiuk merged commit 37798f0 into apache:master Sep 25, 2020
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boring-cyborg bot commented Sep 25, 2020

Awesome work, congrats on your first merged pull request!

```python
import jinja2

dag = DAG('simple_dag', template_undefined=jinja2.Undefined)
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Is it also possible on a template-by-template basis to do it as {{ something | default "x" }}?

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Yes, I believe all standard jinja2 templating features are still available.

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6 participants