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https://issues.apache.org/jira/browse/SPARK-16188?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16131796#comment-16131796
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cen yuhai commented on SPARK-16188:
-----------------------------------

[~xianlongZhang] yes, you are right, I has implemented this feature by adding 
repartition by rand() when is at analyzing phase.

> Spark sql create a lot of small files
> -------------------------------------
>
>                 Key: SPARK-16188
>                 URL: https://issues.apache.org/jira/browse/SPARK-16188
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>    Affects Versions: 1.6.0
>         Environment: spark 1.6.1
>            Reporter: cen yuhai
>
> I find that spark sql will create files as many as partition size. When the 
> results are small, there will be too many small files and most of them are 
> empty. 
> Hive have a function to detect the avg of file size. If  avg file size is 
> smaller than "hive.merge.smallfiles.avgsize", hive will add a job to merge 
> files.



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