sarthfrey commented on a change in pull request #27395: [SPARK-30667][CORE] Add 
allGather method to BarrierTaskContext
URL: https://github.com/apache/spark/pull/27395#discussion_r378010218
 
 

 ##########
 File path: core/src/main/scala/org/apache/spark/BarrierCoordinator.scala
 ##########
 @@ -173,7 +204,18 @@ private[spark] class BarrierCoordinator(
         requesters: ArrayBuffer[RpcCallContext],
         numTasks: Int): Boolean = {
       if (requesters.size == numTasks) {
-        requesters.foreach(_.reply(()))
+        if (requestMethodToSync == RequestMethod.BARRIER) {
+          requesters.foreach(_.reply(""))
+        }
+        else if (requestMethodToSync == RequestMethod.ALL_GATHER) {
+          val jsonArray = JArray(
+            allGatherMessages.map(
+              (msg) => JString(msg)
+            ).toList
+          )
+          val json: String = compact(render(jsonArray))
 
 Review comment:
   Primarily because for users using the Python API, we must deserialize the 
result in the python on the python side in `taskcontext.py` after it reads the 
result from the socket file in the `load_from_socket` function. Is there a 
different serialization scheme you would recommend?

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