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

    https://github.com/apache/spark/pull/17343#discussion_r118429093
  
    --- Diff: 
core/src/main/java/org/apache/spark/shuffle/sort/UnsafeShuffleWriter.java ---
    @@ -339,23 +355,26 @@ void forceSorterToSpill() throws IOException {
         assert (spills.length >= 2);
         final int numPartitions = partitioner.numPartitions();
         final long[] partitionLengths = new long[numPartitions];
    -    final InputStream[] spillInputStreams = new 
FileInputStream[spills.length];
    +    final InputStream[] spillInputStreams = new InputStream[spills.length];
     
    +    final OutputStream bos = new BufferedOutputStream(
    +            new FileOutputStream(outputFile),
    +            (int) 
sparkConf.getSizeAsKb("spark.shuffle.unsafe.file.output.buffer", "32k") * 1024);
         // Use a counting output stream to avoid having to close the 
underlying file and ask
         // the file system for its size after each partition is written.
    -    final CountingOutputStream mergedFileOutputStream = new 
CountingOutputStream(
    -      new FileOutputStream(outputFile));
    +    final CountingOutputStream mergedFileOutputStream = new 
CountingOutputStream(bos);
     
         boolean threwException = true;
         try {
           for (int i = 0; i < spills.length; i++) {
    -        spillInputStreams[i] = new FileInputStream(spills[i].file);
    +        spillInputStreams[i] = new 
NioBufferedFileInputStream(spills[i].file,
    +                (int) sparkConf.getSizeAsKb("spark.shuffle.file.buffer", 
"32k") * 1024);
    --- End diff --
    
    nit: the formatting seems a bit off


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