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

    https://github.com/apache/spark/pull/43#discussion_r10188872
  
    --- Diff: core/src/main/scala/org/apache/spark/storage/DiskStore.scala ---
    @@ -84,12 +84,27 @@ private class DiskStore(blockManager: BlockManager, 
diskManager: DiskBlockManage
       override def getBytes(blockId: BlockId): Option[ByteBuffer] = {
         val segment = diskManager.getBlockLocation(blockId)
         val channel = new RandomAccessFile(segment.file, "r").getChannel()
    -    val buffer = try {
    -      channel.map(MapMode.READ_ONLY, segment.offset, segment.length)
    -    } finally {
    -      channel.close()
    +
    +    val buffer =
    +      // For small files, directly read rather than memory map
    +      if (segment.length < 2 * 4096) {
    --- End diff --
    
    Another way to think about it is this. This code path is really just to 
protect users who are doing something that already leads to very poor 
performance - shuffles where they use way too many partitions and the files are 
really tiny. The best thing a user can do there is to coalesce the number of 
mappers or reducers to get much better peformance. If they can figure that out, 
there is no reason to ever tune this.


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