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https://issues.apache.org/jira/browse/SPARK-4860?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Josh Rosen resolved SPARK-4860.
-------------------------------
       Resolution: Fixed
    Fix Version/s: 1.3.0

Issue resolved by pull request 3764
[https://github.com/apache/spark/pull/3764]

> Improve performance of sample() and  takeSample() on SchemaRDD
> --------------------------------------------------------------
>
>                 Key: SPARK-4860
>                 URL: https://issues.apache.org/jira/browse/SPARK-4860
>             Project: Spark
>          Issue Type: Improvement
>          Components: PySpark, SQL
>            Reporter: Davies Liu
>             Fix For: 1.3.0
>
>
> In SchemaRDD, all the rows are already serialized into Java objects, so it's 
> possible to call sample()/takeSample() of JavaSchemaRDD() in Python, which 
> will be much faster than the current approach (implemented in pure Python).



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