onlyarnav commented on issue #67798:
URL: https://github.com/apache/airflow/issues/67798#issuecomment-4606105054

   Hey @jason810496 ! I'm currently picking this one up.
   
   My approach: I'm updating the TaskRunner inside the Java SDK so that it 
checks should_retry from the ti_context whenever a task fails or throws an 
exception. If the task still has retries left, I'll have it emit a RetryTask 
message (which triggers the UP_FOR_RETRY state) instead of just defaulting to 
FAILED and exiting 0.
   
   Question: My initial tests show this works perfectly for standard task 
failures, but are there any specific edge cases with context cancellations or 
timeout scenarios that I should add extra test coverage for?


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