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

    https://github.com/apache/spark/pull/11693#discussion_r56100046
  
    --- Diff: 
yarn/src/main/scala/org/apache/spark/deploy/yarn/ApplicationMaster.scala ---
    @@ -152,13 +152,14 @@ private[spark] class ApplicationMaster(
             val isLastAttempt = client.getAttemptId().getAttemptId() >= 
maxAppAttempts
     
             if (!finished) {
    -          // This happens when the user application calls System.exit(). 
We have the choice
    -          // of either failing or 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.
    +          // The default state of ApplicationMaster is failed if it is 
invoked by shut down hook.
    +          // This behavior is different compared to 1.x version, we 
guarantee user will not call
    +          // System.exit() at the end of application, so state will be 
updated before calling
    --- End diff --
    
    Thanks @tgravescs , I will update the comments.


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