squito commented on a change in pull request #23677: [SPARK-26755][SCHEDULER] : 
Optimize Spark Scheduler to dequeue speculative tasks…
URL: https://github.com/apache/spark/pull/23677#discussion_r303600045
 
 

 ##########
 File path: core/src/main/scala/org/apache/spark/scheduler/TaskSetManager.scala
 ##########
 @@ -302,16 +274,22 @@ private[spark] class TaskSetManager(
   private def dequeueTaskFromList(
       execId: String,
       host: String,
-      list: ArrayBuffer[Int]): Option[Int] = {
+      list: ArrayBuffer[Int],
+      speculative: Boolean = false): Option[Int] = {
     var indexOffset = list.size
     while (indexOffset > 0) {
       indexOffset -= 1
       val index = list(indexOffset)
-      if (!isTaskBlacklistedOnExecOrNode(index, execId, host)) {
+      if (!isTaskBlacklistedOnExecOrNode(index, execId, host) &&
+        !(speculative && hasAttemptOnHost(index, host))) {
 
 Review comment:
   nit: double indent the continuation of the condition

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