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Posted to dev@apex.apache.org by "ASF GitHub Bot (JIRA)" <ji...@apache.org> on 2017/01/26 19:38:24 UTC
[jira] [Commented] (APEXCORE-606) Suggestion: Optimise Kryo Output
[ https://issues.apache.org/jira/browse/APEXCORE-606?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15840291#comment-15840291 ]
ASF GitHub Bot commented on APEXCORE-606:
-----------------------------------------
GitHub user brightchen opened a pull request:
https://github.com/apache/apex-core/pull/455
APEXCORE-606-RV: review only: optimise kryo output stream.
This is a prototype of optimize kryo output stream. The main focus is avoiding memory copy and garbage collection to increase the performance.
- SerializationBuffer is the the class extends kryo Output which use the WindowedBlockStream to manage the memory.
- WindowedBlockStream is the memory management class which support manage memory blocks based windows. The windowed related function can be ignored now
- BlockStream is the super class of WindowedBlockStream which manage blocks
- CodecPerformanceTest is the class which test the performance. Please change the CodecPerformanceTest.loop to a number bigger than 100 before really do the performance test. And test the use case one by one as initialize impact the performance.
- PartitionSerde is the class serialize partition and object which can be used by BufferServerPublisher.
- BufferServerPublisher.put_new(Object) is the implementation use new stream.
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/brightchen/apex-core APEXCORE-606-RV
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/apex-core/pull/455.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #455
----
commit a540faa7f60fc220149cf087efee0ac3698ff2ce
Author: brightchen <br...@datatorrent.com>
Date: 2016-12-27T23:09:11Z
APEXCORE-606-RV: review only: optimise kryo output stream.
----
> Suggestion: Optimise Kryo Output
> --------------------------------
>
> Key: APEXCORE-606
> URL: https://issues.apache.org/jira/browse/APEXCORE-606
> Project: Apache Apex Core
> Issue Type: New Feature
> Reporter: bright chen
> Assignee: bright chen
>
> The kryo Output has some limitation
> - The size of the data is limited. kryo write data to the buffer, it will throw the overflow exception if the data exceed the size
> - The Output.toBytes() will copy the data to temporary buffer and output, it will decrease the performance and introduce garbage collection.
> When I was tuning Spillable Data structure and Manage State. I create a mechanism to share and reuse the memory to avoid above problem. And it can be reused in core serialization with small change. Please see jira: https://issues.apache.org/jira/browse/APEXMALHAR-2190
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