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

    https://github.com/apache/spark/pull/17166#discussion_r104772015
  
    --- Diff: 
core/src/main/scala/org/apache/spark/scheduler/TaskSchedulerImpl.scala ---
    @@ -467,7 +474,7 @@ private[spark] class TaskSchedulerImpl 
private[scheduler](
           taskState: TaskState,
           reason: TaskFailedReason): Unit = synchronized {
         taskSetManager.handleFailedTask(tid, taskState, reason)
    -    if (!taskSetManager.isZombie && taskState != TaskState.KILLED) {
    +    if (!taskSetManager.isZombie) {
    --- End diff --
    
    iirc killed was always used internally for killing tasks without needing 
retry - hence the check.
    Good point @kayousterhout , we might need to revisit use of KILLED to 
ensure this does not break (now with dev invocation of killed) which might need 
retry.


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