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Posted to issues@beam.apache.org by "ASF GitHub Bot (JIRA)" <ji...@apache.org> on 2018/11/09 11:59:00 UTC
[jira] [Work logged] (BEAM-6021) Use Kryo spark.serializer instead
of JavaSerializer
[ https://issues.apache.org/jira/browse/BEAM-6021?focusedWorklogId=164322&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-164322 ]
ASF GitHub Bot logged work on BEAM-6021:
----------------------------------------
Author: ASF GitHub Bot
Created on: 09/Nov/18 11:58
Start Date: 09/Nov/18 11:58
Worklog Time Spent: 10m
Work Description: mareksimunek opened a new pull request #6998: [BEAM-6021] Use KryoSerializer instead of JavaSerializer
URL: https://github.com/apache/beam/pull/6998
Using KryoSerializer instead of JavaSerializer will increase performance
------------------------
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Issue Time Tracking
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Worklog Id: (was: 164322)
Time Spent: 10m
Remaining Estimate: 0h
> Use Kryo spark.serializer instead of JavaSerializer
> ---------------------------------------------------
>
> Key: BEAM-6021
> URL: https://issues.apache.org/jira/browse/BEAM-6021
> Project: Beam
> Issue Type: Improvement
> Components: runner-spark
> Affects Versions: 2.8.0
> Reporter: Marek Simunek
> Assignee: Marek Simunek
> Priority: Major
> Fix For: 2.9.0
>
> Time Spent: 10m
> Remaining Estimate: 0h
>
> By default is set spark.serializer=org.apache.spark.serializer.JavaSerializer.
> Because all objects from user are using Beam coders it will affect only internal objects for spark translation.
> So why not use more optimal {{org.apache.spark.serializer.KryoSerializer}} and force spark runner contributors to register classes in {{BeamSparkRunnerRegistrator}} by setting
> {{spark.kryo.registrationRequired=true)}}.
> More information about benefits of [kryo serialization|https://spark.apache.org/docs/latest/tuning.html#data-serialization] over java serializer.
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