rjgoyln opened a new pull request, #72697:
URL: https://github.com/apache/airflow/pull/72697

   ## Summary
   
   The Dataproc triggers hand a format string and its arguments to the 
exception constructor the way a logging call takes them, so nothing is ever 
substituted. The raised message is the repr of the argument tuple, and the 
identifiers it exists to carry — the missing task instance, the reason a 
cancellation failed — never reach the user:
   
   ```
   ('Error during cancellation handling: %s', ValueError('cluster is already 
deleted'))
   ```
   
   - Interpolate the seven raise sites in `triggers/dataproc.py`.
   - Normalise the six `TaskInstance ... is not found` messages to one wording.
   - Test the two sites reachable on Airflow 3.3+: the cluster trigger's task 
state lookup and its cancellation handler.
   
   Exception types stay as they are — narrowing `AirflowException` here would 
change what a user's `except` clause catches. The remaining five sites sit 
behind pre-3.3 compatibility branches that no test running against `main` 
reaches.
   
   ---
   
   ##### Was generative AI tooling used to co-author this PR?
   
   - [X] Yes — Claude Code (Opus 5)
   
   Generated-by: Claude Code (Opus 5) following [the 
guidelines](https://github.com/apache/airflow/blob/main/contributing-docs/05_pull_requests.rst#gen-ai-assisted-contributions)
   
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