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

    https://github.com/apache/spark/pull/14079#discussion_r72535896
  
    --- Diff: 
core/src/main/scala/org/apache/spark/scheduler/TaskSchedulerImpl.scala ---
    @@ -310,12 +342,38 @@ private[spark] class TaskSchedulerImpl(
           }
         }
     
    -    // Randomly shuffle offers to avoid always placing tasks on the same 
set of workers.
    -    val shuffledOffers = Random.shuffle(offers)
    +    // ensure that we periodically check if executors can be removed from 
the blacklist, without
    +    // requiring a separate thread and added synchronization overhead
    +    blacklistTracker.expireExecutorsInBlacklist()
    +
    +    val sortedTaskSets = rootPool.getSortedTaskSetQueue
    +    val filteredOffers: IndexedSeq[WorkerOffer] = offers.filter { offer =>
    +      !blacklistTracker.isNodeBlacklisted(offer.host)  &&
    +        !blacklistTracker.isExecutorBlacklisted(offer.executorId)
    +    } match {
    +        // toIndexedSeq always makes an *immutable* IndexedSeq, though we 
don't care if its mutable
    +        // or immutable.  So we do this to avoid making a pointless copy
    +      case is: IndexedSeq[WorkerOffer] => is
    +      case other: Seq[WorkerOffer] => other.toIndexedSeq
    +    }
    --- End diff --
    
    Would you mind moving this to a separate PR? A lot of complexity here 
already, and that seems like an important change to document / see clearly in 
future git-blames.  I can quickly review to get that in ASAP.


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