venkata91 commented on a change in pull request #28287:
URL: https://github.com/apache/spark/pull/28287#discussion_r455205236



##########
File path: core/src/main/scala/org/apache/spark/ExecutorAllocationManager.scala
##########
@@ -289,13 +290,27 @@ private[spark] class ExecutorAllocationManager(
       s" tasksperexecutor: $tasksPerExecutor")
     val maxNeeded = math.ceil(numRunningOrPendingTasks * 
executorAllocationRatio /
       tasksPerExecutor).toInt
-    if (tasksPerExecutor > 1 && maxNeeded == 1 && pendingSpeculative > 0) {
+
+    val maxNeededWithSpeculationLocalityOffset =
+      if (tasksPerExecutor > 1 && maxNeeded == 1 && pendingSpeculative > 0) {
       // If we have pending speculative tasks and only need a single executor, 
allocate one more
       // to satisfy the locality requirements of speculation
       maxNeeded + 1
     } else {
       maxNeeded
     }
+
+    if (unschedulableTaskSets > 0) {
+      // Request additional executors only if 
maxNeededWithSpeculationLocalityOffset is less than

Review comment:
       Thanks for the suggestion. This is much better.

##########
File path: core/src/main/scala/org/apache/spark/ExecutorAllocationManager.scala
##########
@@ -829,12 +873,28 @@ private[spark] class ExecutorAllocationManager(
       numTotalTasks - numRunning
     }
 
+    // Currently TaskSetManager.getCompletelyBlacklistedTaskIfAny only takes 
the first unschedulable
+    // task found due to blacklisting. This way we only need to keep track of 
the unschedulable
+    // tasksets which is an indirect way to get the current number of 
unschedulable tasks.

Review comment:
       Thanks for the suggestion!




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