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https://issues.apache.org/jira/browse/HIVE-3153?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13422565#comment-13422565
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Ashutosh Chauhan commented on HIVE-3153:
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Couple of questions:

* I see that you have moved initialization of codecs and output stream from 
init() to flushRecords(). How is it helping in decreasing the memory footprint?
* Also, can you explain which kind of queries will gain from this decrease of 
memory footprint?
                
> Release codecs and output streams between flushes of RCFile
> -----------------------------------------------------------
>
>                 Key: HIVE-3153
>                 URL: https://issues.apache.org/jira/browse/HIVE-3153
>             Project: Hive
>          Issue Type: Improvement
>          Components: Compression
>            Reporter: Owen O'Malley
>            Assignee: Owen O'Malley
>         Attachments: hive-3153.patch
>
>
> Currently, RCFile writer holds a compression codec per a file and a 
> compression output stream per a column. Especially for queries that use 
> dynamic partitions this quickly consumes a lot of memory.
> I'd like flushRecords to get a codec from the pool and create the compression 
> output stream in flushRecords.

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