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

    https://github.com/apache/spark/pull/15541#discussion_r84591073
  
    --- Diff: 
core/src/main/scala/org/apache/spark/scheduler/TaskSchedulerImpl.scala ---
    @@ -250,24 +251,26 @@ private[spark] class TaskSchedulerImpl(
       private def resourceOfferSingleTaskSet(
           taskSet: TaskSetManager,
           maxLocality: TaskLocality,
    -      shuffledOffers: Seq[WorkerOffer],
    -      availableCpus: Array[Int],
    -      tasks: IndexedSeq[ArrayBuffer[TaskDescription]]) : Boolean = {
    +      taskAssigner: TaskAssigner) : Boolean = {
         var launchedTask = false
    -    for (i <- 0 until shuffledOffers.size) {
    -      val execId = shuffledOffers(i).executorId
    -      val host = shuffledOffers(i).host
    -      if (availableCpus(i) >= CPUS_PER_TASK) {
    +    taskAssigner.init()
    +    while (taskAssigner.hasNext) {
    +      var assigned = false
    +      val currentOffer = taskAssigner.next()
    +      val execId = currentOffer.workOffer.executorId
    +      val host = currentOffer.workOffer.host
    +      if (currentOffer.coresAvailable >= CPUS_PER_TASK) {
             try {
               for (task <- taskSet.resourceOffer(execId, host, maxLocality)) {
    -            tasks(i) += task
    +            currentOffer.tasks += task
                 val tid = task.taskId
                 taskIdToTaskSetManager(tid) = taskSet
                 taskIdToExecutorId(tid) = execId
                 executorIdToTaskCount(execId) += 1
    -            availableCpus(i) -= CPUS_PER_TASK
    -            assert(availableCpus(i) >= 0)
    +            currentOffer.coresAvailable -= CPUS_PER_TASK
    +            assert(currentOffer.coresAvailable >= 0)
    --- End diff --
    
    Could we add a function in `class OfferState` for including the following 
three lines of codes? 
    ```Scala
    currentOffer.tasks += task
    currentOffer.coresAvailable -= CPUS_PER_TASK
    assert(currentOffer.coresAvailable >= 0)
    ```



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