Github user Ngone51 commented on a diff in the pull request: https://github.com/apache/spark/pull/18492#discussion_r216597619 --- Diff: core/src/main/scala/org/apache/spark/ExecutorAllocationManager.scala --- @@ -373,8 +373,14 @@ private[spark] class ExecutorAllocationManager( // If our target has not changed, do not send a message // to the cluster manager and reset our exponential growth if (delta == 0) { - numExecutorsToAdd = 1 - return 0 + // Check if there is any speculative jobs pending + if (listener.pendingTasks == 0 && listener.pendingSpeculativeTasks > 0) { + numExecutorsTarget = + math.max(math.min(maxNumExecutorsNeeded + 1, maxNumExecutors), minNumExecutors) --- End diff -- Also confused by `+1` here. And I think we have already task `pendingSpeculativeTasks` into account @advancedxy : ``` def totalPendingTasks(): Int = { pendingTasks + pendingSpeculativeTasks } ``` Seems this check is redundant. And it doesn't sync to CM if `numExecutorsTarget ` change(after `+1`).
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