shrirangmhalgi commented on PR #56274:
URL: https://github.com/apache/spark/pull/56274#issuecomment-4608703368

   Thanks @sarutak and @pan3793 for the reviews! All the feedback is addressed 
in the latest commit:
   
   1. Fixed comment wording ("unexpected non-fatal error")
   2. Switched to structured logging API (`logError(log"...", e)`)
   3. Added `System.exit(1)` guarded by `AM_CLIENT_MODE_EXIT_ON_ERROR`, 
matching the existing pattern for `FAILED/KILLED` states


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