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

    https://github.com/apache/spark/pull/18651#discussion_r128829289
  
    --- Diff: 
resource-managers/yarn/src/main/scala/org/apache/spark/deploy/yarn/YarnAllocator.scala
 ---
    @@ -525,9 +534,11 @@ private[yarn] class YarnAllocator(
                   } catch {
                     case NonFatal(e) =>
                       logError(s"Failed to launch executor $executorId on 
container $containerId", e)
    -                  // Assigned container should be released immediately to 
avoid unnecessary resource
    -                  // occupation.
    +                  // Assigned container should be released immediately
    +                  // to avoid unnecessary resource occupation.
                       amClient.releaseAssignedContainer(containerId)
    +              } finally {
    +                numExecutorsStarting.decrementAndGet()
    --- End diff --
    
    not sure I follow your reference between starting and running.  I was just 
saying in the failure case it doesn't matter because you aren't going to 
overcount.
    
    If we don't decrement the starting inside of updateInternalState we have 
the possibility to over count because running and starting aren't 
incremented/decremented within the synchronize block.  We don't want to do 
that. 


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