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

    https://github.com/apache/spark/pull/22085#discussion_r209491244
  
    --- Diff: 
core/src/main/scala/org/apache/spark/api/python/PythonRunner.scala ---
    @@ -180,7 +183,42 @@ private[spark] abstract class BasePythonRunner[IN, 
OUT](
             dataOut.writeInt(partitionIndex)
             // Python version of driver
             PythonRDD.writeUTF(pythonVer, dataOut)
    +        // Init a GatewayServer to port current BarrierTaskContext to 
Python side.
    +        val isBarrier = context.isInstanceOf[BarrierTaskContext]
    +        val secret = if (isBarrier) {
    +          Utils.createSecret(env.conf)
    +        } else {
    +          ""
    +        }
    +        val gatewayServer: Option[GatewayServer] = if (isBarrier) {
    +          Some(new GatewayServer.GatewayServerBuilder()
    +            .entryPoint(context.asInstanceOf[BarrierTaskContext])
    +            .authToken(secret)
    +            .javaPort(0)
    +            .callbackClient(GatewayServer.DEFAULT_PYTHON_PORT, 
GatewayServer.defaultAddress(),
    +              secret)
    +            .build())
    --- End diff --
    
    If this should necessarily target 2.4.0, don't block by me since it's a new 
feature and probably we could consider another approach later but if we can 
avoid, I would suggest to avoid for now. 
    
    Let me try to track the design doc and changes about this. I think I need 
more time to check why it happened like this and if there's another way.


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