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

    https://github.com/apache/spark/pull/5964#discussion_r30862083
  
    --- Diff: 
core/src/main/scala/org/apache/spark/scheduler/TaskSchedulerImpl.scala ---
    @@ -159,6 +159,12 @@ private[spark] class TaskSchedulerImpl(
         this.synchronized {
           val manager = createTaskSetManager(taskSet, maxTaskFailures)
           activeTaskSets(taskSet.id) = manager
    +      val taskSetsPerStage = 
activeTaskSets.values.filterNot(_.isZombie).groupBy(_.stageId)
    +      taskSetsPerStage.foreach { case (stage, taskSets) =>
    +        if (taskSets.size > 1) {
    +          throw new SparkIllegalStateException("more than one active 
taskSet for stage " + stage)
    +        }
    +      }
    --- End diff --
    
    this is defensive.  Hopefully this PR will eliminate multiple concurrent 
attempts for the same stage, but I'd like to add this check in any case.


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