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

    https://github.com/apache/spark/pull/8668#discussion_r40228114
  
    --- Diff: 
core/src/test/scala/org/apache/spark/deploy/StandaloneDynamicAllocationSuite.scala
 ---
    @@ -303,6 +303,32 @@ class StandaloneDynamicAllocationSuite
         assert(master.apps.head.getExecutorLimit === 1)
       }
     
    +   test("the pending replacement executors should not be lost 
(SPARK-10515)") {
    +    sc = new SparkContext(appConf)
    +    val appId = sc.applicationId
    +    assert(master.apps.size === 1)
    +    assert(master.apps.head.id === appId)
    +    assert(master.apps.head.executors.size === 2)
    +    assert(master.apps.head.getExecutorLimit === Int.MaxValue)
    +    // sync executors between the Master and the driver, needed because
    +    // the driver refuses to kill executors it does not know about
    +    syncExecutors(sc)
    +    val executors = getExecutorIds(sc)
    +    assert(executors.size === 2)
    +
    +    // kill executor,and replace it
    +    assert(sc.killAndReplaceExecutor(executors.head))
    --- End diff --
    
    Hmm... this doesn't look right. It should probably be using a new version 
of `killNExecutors` that calls `killAndReplaceExecutor` and syncs things.
    
    @andrewor14 might be a better person to comment on this, since he wrote the 
original tests. I'm not sure about how much we can trust the counts to update 
atomically when `killNExecutors` and friends are called, but the other tests 
seem to be passing reliably...


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