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

    https://github.com/apache/spark/pull/18651#discussion_r128095843
  
    --- Diff: 
resource-managers/yarn/src/main/scala/org/apache/spark/deploy/yarn/YarnAllocator.scala
 ---
    @@ -505,32 +508,37 @@ private[yarn] class YarnAllocator(
     
           if (numExecutorsRunning < targetNumExecutors) {
             if (launchContainers) {
    -          launcherPool.execute(new Runnable {
    -            override def run(): Unit = {
    -              try {
    -                new ExecutorRunnable(
    -                  Some(container),
    -                  conf,
    -                  sparkConf,
    -                  driverUrl,
    -                  executorId,
    -                  executorHostname,
    -                  executorMemory,
    -                  executorCores,
    -                  appAttemptId.getApplicationId.toString,
    -                  securityMgr,
    -                  localResources
    -                ).run()
    -                updateInternalState()
    -              } 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.
    -                  amClient.releaseAssignedContainer(containerId)
    +          try {
    +            numExecutorToBeLaunched += 1
    --- End diff --
    
    This is not thread safe. `+=` is two operations.


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