Github user jerryshao commented on a diff in the pull request: https://github.com/apache/spark/pull/18213#discussion_r120804119 --- Diff: resource-managers/yarn/src/main/scala/org/apache/spark/deploy/yarn/ApplicationMaster.scala --- @@ -229,8 +229,17 @@ private[spark] class ApplicationMaster( } if (!unregistered) { + // Only when ApplicationMaster's exit code is "EXIT_REPORTER_FAILURE" or "EXIT_EARLY" or + // "EXIT_UNCAUGHT_EXCEPTION" we should let RM to do reattempt. If the exception is from + // Spark internally, for example illegal state, executor failure, user code bug, we + // should not trigger another attempt. + val shouldUnregister = !(exitCode == ApplicationMaster.EXIT_REPORTER_FAILURE || + exitCode == ApplicationMaster.EXIT_EARLY || + exitCode == ApplicationMaster.EXIT_UNCAUGHT_EXCEPTION) --- End diff -- User application may exit with different exit code other than the kinds listed here, please see this [line](https://github.com/jerryshao/apache-spark/blob/1fa14152957e29d23598cb9e456ea3875138ef5e/resource-managers/yarn/src/main/scala/org/apache/spark/deploy/yarn/ApplicationMaster.scala#L655), so I think using negation may be the only option to cover that case.
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