Github user andrewor14 commented on a diff in the pull request:

    https://github.com/apache/spark/pull/3204#discussion_r20390122
  
    --- Diff: 
core/src/main/scala/org/apache/spark/ExecutorAllocationManager.scala ---
    @@ -217,14 +229,24 @@ private[spark] class ExecutorAllocationManager(sc: 
SparkContext) extends Logging
           numExecutorsToAdd = 1
           return 0
         }
    +    val maxExecutorsPending = 
maxExecutorsNeededForTasks(listener.totalPendingTasks())
    +    if (numExecutorsPending >= maxExecutorsPending) {
    +      logDebug(s"Not adding executors because there are already 
$numExecutorsPending " +
    +        s"pending and pending tasks could only fill $maxExecutorsPending")
    +      numExecutorsToAdd = 1
    +      return 0
    +    }
    +
    +    // It's never useful to request more executors than could satisfy all 
the pending tasks, so
    +    // cap request at that amount.
    +    // Also cap request with respect to the configured upper bound.
    +    val maxExecutorsToAdd = math.min(
    --- End diff --
    
    I would call this `maxNumExecutorsToAdd`


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