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

    https://github.com/apache/spark/pull/1561#discussion_r15414988
  
    --- Diff: core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala 
---
    @@ -728,8 +697,6 @@ class DAGScheduler(
       private def submitMissingTasks(stage: Stage, jobId: Int) {
         logDebug("submitMissingTasks(" + stage + ")")
         // Get our pending tasks and remember them in our pendingTasks entry
    -    val myPending = pendingTasks.getOrElseUpdate(stage, new HashSet)
    --- End diff --
    
    Actually you should clear it here, I think the issue is if a stage gets 
resubmitted.


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