Github user Sephiroth-Lin commented on a diff in the pull request:

    https://github.com/apache/spark/pull/5479#discussion_r28231958
  
    --- Diff: 
yarn/src/main/scala/org/apache/spark/scheduler/cluster/YarnClientSchedulerBackend.scala
 ---
    @@ -128,10 +128,14 @@ private[spark] class YarnClientSchedulerBackend(
         assert(client != null && appId != null, "Application has not been 
submitted yet!")
         val t = new Thread {
           override def run() {
    -        val (state, _) = client.monitorApplication(appId, 
logApplicationReport = false)
    -        logError(s"Yarn application has already exited with state $state!")
    -        sc.stop()
    -        Thread.currentThread().interrupt()
    +        try {
    +          val (state, _) = client.monitorApplication(appId, 
logApplicationReport = false)
    --- End diff --
    
    We interrupt the monitor thread when we call stop(), so don't need to call 
sc.stop() again. We add sc.stop() after client.monitorApplication return just 
to confirm we can stop SparkContext when app has finished/failed/killed before 
we stop SparkContext.


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