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Posted to issues@spark.apache.org by "Wenchen Fan (JIRA)" <ji...@apache.org> on 2017/11/10 11:44:00 UTC

[jira] [Resolved] (SPARK-22450) Safely register class for mllib

     [ https://issues.apache.org/jira/browse/SPARK-22450?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Wenchen Fan resolved SPARK-22450.
---------------------------------
       Resolution: Fixed
    Fix Version/s: 2.3.0

Issue resolved by pull request 19661
[https://github.com/apache/spark/pull/19661]

> 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
>             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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