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

    https://github.com/apache/spark/pull/4773#discussion_r25391907
  
    --- Diff: 
yarn/src/main/scala/org/apache/spark/deploy/yarn/ApplicationMaster.scala ---
    @@ -485,7 +485,7 @@ private[spark] class ApplicationMaster(
                 e.getCause match {
                   case _: InterruptedException =>
                     // Reporter thread can interrupt to stop user class
    -              case e: Exception =>
    +              case e: Throwable =>
    --- End diff --
    
    `e` still shadows the `e: InvocationTargetException` above. I know it was 
already that way in the code and it works as intended this way. However while 
we're here I wonder if it's worth calling this variable `cause`? then it's 
obvious that `cause` is being rethrown.


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