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

    https://github.com/apache/spark/pull/3779#discussion_r24066137
  
    --- Diff: 
core/src/main/scala/org/apache/spark/scheduler/TaskSetManager.scala ---
    @@ -506,13 +506,59 @@ 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 scheduled or finished tasks lazily
    +    def hasNotScheduledTasks(taskIndexes: ArrayBuffer[Int]): Boolean = {
    +      var indexOffset = taskIndexes.size
    +      while (indexOffset > 0) {
    +        indexOffset -= 1
    +        val index = taskIndexes(indexOffset)
    +        if (copiesRunning(index) == 0 && !successful(index)) {
    +          return true
    +        } else {
    +          taskIndexes.remove(indexOffset)
    +        }
    +      }
    +      false
    +    }
    +    // It removes the empty lists after check
    +    def hasMoreTasks(pendingTasks: HashMap[String, ArrayBuffer[Int]]): 
Boolean = {
    +      val emptyKeys = new ArrayBuffer[String]
    +      val hasTasks = pendingTasks.exists{
    +        case (id: String, tasks: ArrayBuffer[Int]) =>
    +          if (hasNotScheduledTasks(tasks)) {
    +            true
    +          } else {
    +            emptyKeys += id
    +            false
    +          }
    +      }
    +      emptyKeys.foreach(x => pendingTasks.remove(x))
    --- End diff --
    
    ```scala
    emptyKeys.foreach(executorId => pendingTasks.remove(executorId))
    ```


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