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

    https://github.com/apache/spark/pull/3779#discussion_r23338809
  
    --- Diff: 
core/src/main/scala/org/apache/spark/scheduler/TaskSetManager.scala ---
    @@ -495,13 +495,39 @@ private[spark] class TaskSetManager(
        * Get the level we can launch tasks according to delay scheduling, 
based on current wait time.
        */
       private def getAllowedLocalityLevel(curTime: Long): 
TaskLocality.TaskLocality = {
    -    while (curTime - lastLaunchTime >= localityWaits(currentLocalityIndex) 
&&
    -        currentLocalityIndex < myLocalityLevels.length - 1)
    -    {
    -      // Jump to the next locality level, and remove our waiting time for 
the current one since
    -      // we don't want to count it again on the next one
    -      lastLaunchTime += localityWaits(currentLocalityIndex)
    -      currentLocalityIndex += 1
    +    // remove the emptyList from pendingTasks lazily
    +    def hasNonEmptyList(pendingTasks: HashMap[String, ArrayBuffer[Int]]): 
Boolean = {
    --- End diff --
    
    For the first call, it will be N, then all the execId will be removed from 
pendingTasksForExecutor, the next call will be 0.
    
    All the empty list will be access once, all the non-empty list, only one of 
them is accessed.


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