Github user tgravescs commented on a diff in the pull request:

    https://github.com/apache/spark/pull/3484#discussion_r21039416
  
    --- Diff: 
yarn/common/src/main/scala/org/apache/spark/deploy/yarn/ApplicationMaster.scala 
---
    @@ -106,10 +106,14 @@ private[spark] class ApplicationMaster(args: 
ApplicationMasterArguments,
               val isLastAttempt = client.getAttemptId().getAttemptId() >= 
maxAppAttempts
     
               if (!finished) {
    -            // this shouldn't ever happen, but if it does assume weird 
failure
    -            finish(FinalApplicationStatus.FAILED,
    +            // This happens when the user application calls System.exit(). 
We have the choice
    +            // of either failing of succeeding at this point. We report 
success to avoid
    +            // retrying applications that have succeeded (System.exit(0)), 
which means that
    +            // applications that explicitly exit with a non-zero status 
will also show up as
    +            // succeeded in the RM UI.
    +            finish(finalStatus,
                   ApplicationMaster.EXIT_UNCAUGHT_EXCEPTION,
    --- End diff --
    
    since this is no longer an unexpected failure and could be success we 
should change the exit code. On success should be 
ApplicationMaster.EXIT_SUCCESS.


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