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

    https://github.com/apache/spark/pull/1313#discussion_r15016112
  
    --- Diff: 
core/src/main/scala/org/apache/spark/scheduler/TaskSetManager.scala ---
    @@ -353,6 +350,14 @@ private[spark] class TaskSetManager(
           for (index <- findTaskFromList(execId, 
getPendingTasksForHost(host))) {
             return Some((index, TaskLocality.NODE_LOCAL, false))
           }
    +      // Look for noPref tasks after NODE_LOCAL for minimize cross-rack 
traffic
    +      for (index <- findTaskFromList(execId, pendingTasksWithNoPrefs)) {
    +        return Some((index, TaskLocality.PROCESS_LOCAL, false))
    +      }
    +      // find a speculative task if all noPref tasks have been scheduled
    +      val specTask = findSpeculativeTask(execId, host, locality).map {
    +        case (taskIndex, allowedLocality) => (taskIndex, allowedLocality, 
true)}
    +      if (specTask != None) return specTask
    --- End diff --
    
    What happens if the maximum current allowed locality level (based on delay 
scheduling) is PROCESS_LOCAL?  It seems like that will mean tasks in 
pendingTasksWithNoPrefs can't be scheduled (they won't be scheduled until the 
first timeout expires) -- which seems bad?


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