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

    https://github.com/apache/spark/pull/6817#discussion_r36377614
  
    --- Diff: 
core/src/main/scala/org/apache/spark/ExecutorAllocationManager.scala ---
    @@ -628,6 +621,13 @@ private[spark] class ExecutorAllocationManager(
                 allocationManager.onExecutorIdle(executorId)
               }
             }
    +
    +        // If the task failed, we expect it to be resubmitted later.
    +        if (taskEnd.reason != Success) {
    +          stageIdToTaskIndices.get(stageId).foreach { taskIndices =>
    +            taskIndices.remove(taskIndex)
    --- End diff --
    
    Andrew noted before:
    > If anything, I would think that we should remove [this 
line](https://github.com/apache/spark/blob/master/core/src/main/scala/org/apache/spark/ExecutorAllocationManager.scala#L606).
 If this task fails, then the next attempt would go to the else case of 
stageIdNumTasks.getOrElse(stageId, -1), which not technically correct. It's 
safe to remove it because we remove it in stageCompleted anyway.
    
    I agree with this option, so I delete the Line 602-610. After delete these 
lines, we needn't call ``` allocationManager.onSchedulerBacklogged()``` any 
more, because ```allocationManager.onSchedulerQueueEmpty()``` only called when 
all stages finish.


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