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Re-opening: In-flight DAG Import Errors Cause Tasks to Fail without Logs
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### Apache Airflow version
2.5.1
### What happened
Today, if a DAG is running, and it has a top-level Variable.get() command, and that Variable is deleted while the DAG is still running, the DAG’s next task(s) will fail with no task logs (assuming the Variable eventually gets re-introduced), because the DAG cannot be parsed.
I suspect this would happen with anything that can cause an import error, but I’m able to easily reproduce it using Variables.
### What you think should happen instead
Once the DAG is able to be parsed/imported, any tasks that failed due to this problem should say something along the lines of "Task timed out due to a DAG import or parse error."
### How to reproduce
1. Create an Airflow Variable with the key "some_variable"
2. Trigger a DAG that makes a top-level call to Variable.get("some_variable"). While the DAG is running, delete the Airflow Variable.
3. Wait 10-15 minutes or so
4. Recreate an Airflow Variable with the key "some_variable"
### Operating System
n/a
### Versions of Apache Airflow Providers
_No response_
### Deployment
Astronomer
### Deployment details
_No response_
### Anything else
Re-opening #29984 after discussion regarding improved logging capabilities making it possible to surface this information to DAG authors rather than administrators.
### Are you willing to submit PR?
- [ ] Yes I am willing to submit a PR!
### Code of Conduct
- [X] I agree to follow this project's [Code of Conduct](https://github.com/apache/airflow/blob/main/CODE_OF_CONDUCT.md)
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