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

    https://github.com/apache/spark/pull/21385#discussion_r190316408
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/continuous/shuffle/UnsafeRowReceiver.scala
 ---
    @@ -41,11 +50,15 @@ private[shuffle] case class ReceiverEpochMarker() 
extends UnsafeRowReceiverMessa
      */
     private[shuffle] class UnsafeRowReceiver(
           queueSize: Int,
    +      numShuffleWriters: Int,
    +      checkpointIntervalMs: Long,
           override val rpcEnv: RpcEnv)
         extends ThreadSafeRpcEndpoint with ContinuousShuffleReader with 
Logging {
       // Note that this queue will be drained from the main task thread and 
populated in the RPC
       // response thread.
    -  private val queue = new 
ArrayBlockingQueue[UnsafeRowReceiverMessage](queueSize)
    +  private val queues = Array.fill(numShuffleWriters) {
    --- End diff --
    
    Queue per writer makes it easier to handle the alignment. However, if the 
queues do not get filled evenly, it makes it much more difficult to set a 
single size across all the queues. In a single queue this would not be much of 
an issue since the queues are shared by all writers.


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