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

    https://github.com/apache/spark/pull/14710#discussion_r76700923
  
    --- Diff: 
core/src/main/scala/org/apache/spark/scheduler/cluster/CoarseGrainedSchedulerBackend.scala
 ---
    @@ -478,19 +487,24 @@ class CoarseGrainedSchedulerBackend(scheduler: 
TaskSchedulerImpl, val rpcEnv: Rp
           numExecutors: Int,
           localityAwareTasks: Int,
           hostToLocalTaskCount: Map[String, Int]
    -    ): Boolean = synchronized {
    +    ): Boolean = {
         if (numExecutors < 0) {
           throw new IllegalArgumentException(
             "Attempted to request a negative number of executor(s) " +
               s"$numExecutors from the cluster manager. Please specify a 
positive number!")
         }
     
    -    this.localityAwareTasks = localityAwareTasks
    -    this.hostToLocalTaskCount = hostToLocalTaskCount
    +    val response = synchronized {
    +      this.localityAwareTasks = localityAwareTasks
    +      this.hostToLocalTaskCount = hostToLocalTaskCount
    +
    +      numPendingExecutors =
    --- End diff --
    
    This is a longer discussion (and something I'd like to address thoroughly 
at some point when I find time), but `askWithRetry` is actually pretty useless 
with the new RPC implementation, and I'd say even harmful. An `ask` with a 
larger timeout has a much better chance of succeeding, and is cheaper than 
`askWithRetry`.
    
    So I don't think that the change makes the particular situation you point 
out more common at all.


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