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https://issues.apache.org/jira/browse/GIRAPH-1181?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16422852#comment-16422852
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ASF GitHub Bot commented on GIRAPH-1181:
----------------------------------------

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

    https://github.com/apache/giraph/pull/65#discussion_r178601775
  
    --- Diff: 
giraph-core/src/main/java/org/apache/giraph/utils/UnsafeByteArrayOutputStream.java
 ---
    @@ -36,7 +37,7 @@
      * Byte array output stream that uses Unsafe methods to 
serialize/deserialize
      * much faster
      */
    -public class UnsafeByteArrayOutputStream extends OutputStream
    +public class UnsafeByteArrayOutputStream extends Output
    --- End diff --
    
    I have done some benchmarking with the additional changes that depend on 
this pull request ( I will send a separate PR for that). For this PR, my 
testing focused on correctness and making sure that there is no performance 
regression. 


> Changes to ExtendedByteArrayDataOutput
> --------------------------------------
>
>                 Key: GIRAPH-1181
>                 URL: https://issues.apache.org/jira/browse/GIRAPH-1181
>             Project: Giraph
>          Issue Type: Improvement
>            Reporter: Yuksel Akinci
>            Priority: Major
>
> Adding a new stream type which extends from 
> com.esotericsoftware.kryo.io.Input/Output, so that it can be used with kryo 
> serializer. It improves the performance of kryo by faster read/writes (unsafe 
> IO), and also eliminates the need for interim buffers to convert from 
> DataInput and DataOutput.



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