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

    https://github.com/apache/spark/pull/16989#discussion_r118630394
  
    --- Diff: 
core/src/main/scala/org/apache/spark/storage/ShuffleBlockFetcherIterator.scala 
---
    @@ -175,33 +188,45 @@ final class ShuffleBlockFetcherIterator(
         val sizeMap = req.blocks.map { case (blockId, size) => 
(blockId.toString, size) }.toMap
         val remainingBlocks = new HashSet[String]() ++= sizeMap.keys
         val blockIds = req.blocks.map(_._1.toString)
    -
         val address = req.address
    -    shuffleClient.fetchBlocks(address.host, address.port, 
address.executorId, blockIds.toArray,
    -      new BlockFetchingListener {
    -        override def onBlockFetchSuccess(blockId: String, buf: 
ManagedBuffer): Unit = {
    -          // Only add the buffer to results queue if the iterator is not 
zombie,
    -          // i.e. cleanup() has not been called yet.
    -          ShuffleBlockFetcherIterator.this.synchronized {
    -            if (!isZombie) {
    -              // Increment the ref count because we need to pass this to a 
different thread.
    -              // This needs to be released after use.
    -              buf.retain()
    -              remainingBlocks -= blockId
    -              results.put(new SuccessFetchResult(BlockId(blockId), 
address, sizeMap(blockId), buf,
    -                remainingBlocks.isEmpty))
    -              logDebug("remainingBlocks: " + remainingBlocks)
    -            }
    +
    +    val blockFetchingListener = new BlockFetchingListener {
    +      override def onBlockFetchSuccess(blockId: String, buf: 
ManagedBuffer): Unit = {
    +        // Only add the buffer to results queue if the iterator is not 
zombie,
    +        // i.e. cleanup() has not been called yet.
    +        ShuffleBlockFetcherIterator.this.synchronized {
    +          if (!isZombie) {
    +            // Increment the ref count because we need to pass this to a 
different thread.
    +            // This needs to be released after use.
    +            buf.retain()
    +            remainingBlocks -= blockId
    +            results.put(new SuccessFetchResult(BlockId(blockId), address, 
sizeMap(blockId), buf,
    +              remainingBlocks.isEmpty))
    +            logDebug("remainingBlocks: " + remainingBlocks)
               }
    -          logTrace("Got remote block " + blockId + " after " + 
Utils.getUsedTimeMs(startTime))
             }
    +        logTrace("Got remote block " + blockId + " after " + 
Utils.getUsedTimeMs(startTime))
    +      }
     
    -        override def onBlockFetchFailure(blockId: String, e: Throwable): 
Unit = {
    -          logError(s"Failed to get block(s) from 
${req.address.host}:${req.address.port}", e)
    -          results.put(new FailureFetchResult(BlockId(blockId), address, e))
    -        }
    +      override def onBlockFetchFailure(blockId: String, e: Throwable): 
Unit = {
    +        logError(s"Failed to get block(s) from 
${req.address.host}:${req.address.port}", e)
    +        results.put(new FailureFetchResult(BlockId(blockId), address, e))
           }
    -    )
    +    }
    +
    +    // Shuffle remote blocks to disk when the request is too large.
    +    // TODO: Encryption and compression should be considered.
    --- End diff --
    
    I haven't really followed this review (sorry), but shuffle data is 
transmitted encrypted and compressed over the wire, so there might be a chance 
that there's nothing to do here.


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