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

    https://github.com/apache/spark/pull/22770#discussion_r226459609
  
    --- Diff: 
core/src/main/scala/org/apache/spark/api/python/PythonWorkerFactory.scala ---
    @@ -163,7 +172,9 @@ private[spark] class PythonWorkerFactory(pythonExec: 
String, envVars: Map[String
           try {
             val socket = serverSocket.accept()
             authHelper.authClient(socket)
    -        simpleWorkers.put(socket, worker)
    +        self.synchronized {
    --- End diff --
    
    this is fix 2.


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