Github user andrewor14 commented on a diff in the pull request:

    https://github.com/apache/spark/pull/7532#discussion_r35018150
  
    --- Diff: core/src/main/scala/org/apache/spark/deploy/master/Master.scala 
---
    @@ -762,6 +789,86 @@ private[master] class Master(
       }
     
       /**
    +   * Handle a request from an application to set the executors limit for 
this application.
    +   * @return whether the application has previously registered with this 
Master.
    +   */
    +  private def handleRequestExecutors(appId: String, requestedTotal: Int): 
Boolean = {
    +    idToApp.get(appId) match {
    +      case Some(appInfo) =>
    +        logInfo(s"Application $appId requested to set total executors to 
$requestedTotal.")
    +        appInfo.executorLimit = requestedTotal
    +
    +        // We may have previously added workers to the blacklist. Now that 
the application
    +        // explicitly requests more executors, we can fulfill the request 
by removing workers
    +        // from the blacklist, if any.
    +        if (appInfo.desc.coresPerExecutor.isEmpty) {
    +          val numMissingExecutors = appInfo.executorLimit - 
appInfo.executors.size
    +          if (numMissingExecutors > 0) {
    +            appInfo.blacklistedWorkers.take(numMissingExecutors).foreach { 
workerId =>
    --- End diff --
    
    yes, it's OK for `numMissingExecutors > blacklistedWorkers`. In that case 
we just remove everything from the blacklist. Imagine the case where we have 5 
workers (each has 1 executor), then we kill two executors and add their workers 
to the blacklist. Now if I request 10 extra executors, then 10 > 2 and 
everything from my blacklist is removed such that we launch executors again, 
which is what I want.
    
    Does that answer your question?


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