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Posted to issues@spark.apache.org by "Apache Spark (JIRA)" <ji...@apache.org> on 2018/11/08 09:05:00 UTC
[jira] [Commented] (SPARK-22450) Safely register class for mllib
[ https://issues.apache.org/jira/browse/SPARK-22450?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16679467#comment-16679467 ]
Apache Spark commented on SPARK-22450:
--------------------------------------
User 'zhengruifeng' has created a pull request for this issue:
https://github.com/apache/spark/pull/22974
> Safely register class for mllib
> -------------------------------
>
> Key: SPARK-22450
> URL: https://issues.apache.org/jira/browse/SPARK-22450
> Project: Spark
> Issue Type: Improvement
> Components: Spark Core
> Affects Versions: 2.2.0
> Reporter: Xianyang Liu
> Assignee: Xianyang Liu
> Priority: Major
> Fix For: 2.3.0
>
>
> There are still some algorithms based on mllib, such as KMeans. For now, many mllib common class (such as: Vector, DenseVector, SparseVector, Matrix, DenseMatrix, SparseMatrix) are not registered in Kryo. So there are some performance issues for those object serialization or deserialization.
> Previously dicussed: https://github.com/apache/spark/pull/19586
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