jiangxb1987 commented on a change in pull request #24485: [SPARK-27590][CORE] 
do not consider skipped tasks when scheduling speculative tasks
URL: https://github.com/apache/spark/pull/24485#discussion_r280194979
 
 

 ##########
 File path: core/src/main/scala/org/apache/spark/scheduler/TaskSetManager.scala
 ##########
 @@ -1038,7 +1035,11 @@ private[spark] class TaskSetManager(
     val minFinishedForSpeculation = (speculationQuantile * 
numTasks).floor.toInt
     logDebug("Checking for speculative tasks: minFinished = " + 
minFinishedForSpeculation)
 
-    if (tasksSuccessful >= minFinishedForSpeculation && tasksSuccessful > 0) {
+    // It's possible that a task is marked as completed by the scheduler, then 
the size of
+    // `successfulTaskDurations` may not equal to `tasksSuccessful`. Here we 
should only count the
+    // tasks that are submitted by this `TaskSetManager` and are completed 
successfully.
+    val numSuccessfulTasks = successfulTaskDurations.size()
+    if (numSuccessfulTasks >= minFinishedForSpeculation && numSuccessfulTasks 
> 0) {
 
 Review comment:
   +1

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