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

    https://github.com/apache/spark/pull/10794#discussion_r57732500
  
    --- Diff: 
yarn/src/main/scala/org/apache/spark/deploy/yarn/YarnAllocator.scala ---
    @@ -81,8 +82,20 @@ private[yarn] class YarnAllocator(
         new ConcurrentHashMap[ContainerId, java.lang.Boolean])
     
       @volatile private var numExecutorsRunning = 0
    -  // Used to generate a unique ID per executor
    -  private var executorIdCounter = 0
    +
    +  /**
    +   * Used to generate a unique ID per executor
    +   *
    +   * Init `executorIdCounter`. when AM restart, `executorIdCounter` will 
reset to 0. Then
    +   * the id of new executor will start from 1, this will conflict with the 
executor has
    +   * already created before. So, we should initialize the 
`executorIdCounter` by getting
    +   * the max executorId from driver.
    +   *
    +   * @see SPARK-12864
    +   */
    +  private var executorIdCounter: Int = {
    --- End diff --
    
    So I think there is a race condition here.  For instance, AM dies right 
after it sends launch command for a new executor, if the AM comes up and get 
the currentExecutorId right before the executor registers, this number is going 
to be off by one (or possibly more then one if it sent launch commands for many)


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