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

    https://github.com/apache/spark/pull/16855#discussion_r100188875
  
    --- Diff: 
core/src/test/scala/org/apache/spark/scheduler/TaskSetManagerSuite.scala ---
    @@ -664,6 +665,55 @@ class TaskSetManagerSuite extends SparkFunSuite with 
LocalSparkContext with Logg
         assert(thrown2.getMessage().contains("bigger than 
spark.driver.maxResultSize"))
       }
     
    +  test("taskSetManager should not send Resubmitted tasks after being a 
zombie") {
    +    // Regression test for SPARK-13931
    +    val conf = new SparkConf().set("spark.speculation", "true")
    +    sc = new SparkContext("local", "test", conf)
    +
    +    val sched = new FakeTaskScheduler(sc, ("execA", "host1"), ("execB", 
"host2"))
    +    sched.initialize(new FakeSchedulerBackend() {
    +      override def killTask(taskId: Long, executorId: String, 
interruptThread: Boolean): Unit = {}
    +    })
    +
    +    // count for Resubmitted tasks
    +    var resubmittedTasks = 0
    +    val dagScheduler = new FakeDAGScheduler(sc, sched) {
    +      override def taskEnded(task: Task[_], reason: TaskEndReason, result: 
Any,
    +                             accumUpdates: Seq[AccumulatorV2[_, _]], 
taskInfo: TaskInfo): Unit = {
    +        super.taskEnded(task, reason, result, accumUpdates, taskInfo)
    +        reason match {
    +          case Resubmitted => resubmittedTasks += 1
    +          case _ =>
    +        }
    +      }
    +    }
    +    sched.setDAGScheduler(dagScheduler)
    +
    +    val tasks = Array.tabulate[Task[_]](1) { i =>
    +      new ShuffleMapTask(i, 0, null, new Partition {
    +        override def index: Int = 0
    +      }, Seq(TaskLocation("host1", "execA")), new Properties, null)
    +    }
    +    val taskSet = new TaskSet(tasks, 0, 0, 0, null)
    +    val manager = new TaskSetManager(sched, taskSet, MAX_TASK_FAILURES)
    +    manager.speculatableTasks += tasks.head.partitionId
    --- End diff --
    
    can you add a comment here about what's going on?   I think it would be 
more clear if you moved this line below task 1.  Then before task 1, add a 
comment saying "Offer host1, which should be accepted as a PROCESS_LOCAL 
location by the one task in the task set".  Then, before this speculatableTasks 
line, add something like "Mark the task as available for speculation, and then 
offer another resource, which should be used to launch a speculative copy of 
the task."


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