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

    https://github.com/apache/spark/pull/15644#discussion_r85247687
  
    --- Diff: 
core/src/test/scala/org/apache/spark/scheduler/TaskSchedulerImplSuite.scala ---
    @@ -282,6 +316,114 @@ class TaskSchedulerImplSuite extends SparkFunSuite 
with LocalSparkContext with B
         assert(!failedTaskSet)
       }
     
    +  test("scheduled tasks obey task and stage blacklists") {
    +    taskScheduler = setupSchedulerWithMockTsm()
    +    (0 to 2).foreach { stageId =>
    +      val taskSet = FakeTask.createTaskSet(numTasks = 2, stageId = 
stageId, stageAttemptId = 0)
    +      taskScheduler.submitTasks(taskSet)
    +    }
    +
    +    val offers = IndexedSeq(
    +      new WorkerOffer("executor0", "host0", 1),
    +      new WorkerOffer("executor1", "host1", 1),
    +      new WorkerOffer("executor2", "host1", 1),
    +      new WorkerOffer("executor3", "host2", 10)
    +    )
    +
    +    // Setup our mock blacklist:
    +    // * stage 0 is blacklisted on node "host1"
    +    // * stage 1 is blacklisted on executor "executor3"
    +    // * stage 0, part 0 is blacklisted on executor 0
    +    // Setup some defaults, then override them with particulars.
    +    // (Later stubs take precedence over earlier ones.)
    +    stageToMockTaskSetBlacklist.values.foreach { taskSetBlacklist =>
    +      
when(taskSetBlacklist.isNodeBlacklistedForTaskSet(anyString())).thenReturn(false)
    +      
when(taskSetBlacklist.isExecutorBlacklistedForTaskSet(anyString())).thenReturn(false)
    +      when(taskSetBlacklist.isExecutorBlacklistedForTask(anyString(), 
anyInt())).thenReturn(false)
    +      when(taskSetBlacklist.isNodeBlacklistedForTask(anyString(), 
anyInt())).thenReturn(false)
    +    }
    +    
when(stageToMockTaskSetBlacklist(0).isNodeBlacklistedForTaskSet("host1")).thenReturn(true)
    +    
when(stageToMockTaskSetBlacklist(1).isExecutorBlacklistedForTaskSet("executor3"))
    +      .thenReturn(true)
    +    
when(stageToMockTaskSetBlacklist(0).isExecutorBlacklistedForTask("executor0", 
0))
    +      .thenReturn(true)
    +
    +    val firstTaskAttempts = taskScheduler.resourceOffers(offers).flatten
    +    (0 to 2).foreach { stageId =>
    +      verify(stageToMockTaskSetBlacklist(stageId), atLeast(1))
    +        .isNodeBlacklistedForTaskSet(anyString())
    --- End diff --
    
    What's happening here? Just checking that TaskSchedulerImpl invoked 
isNodeBlacklistedForTaskSet?  I'd be inclined to just eliminate this because it 
seems too white-box (and therefore brittle to changing code), and doesn't have 
the important performance implications of the tests below -- but if you want to 
keep it, can you add a comment saying what's going on?


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