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https://issues.apache.org/jira/browse/CASSANDRA-3743?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13188349#comment-13188349
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Radim Kolar commented on CASSANDRA-3743:
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I am working on it now
                
> Lower memory consumption used by index sampling
> -----------------------------------------------
>
>                 Key: CASSANDRA-3743
>                 URL: https://issues.apache.org/jira/browse/CASSANDRA-3743
>             Project: Cassandra
>          Issue Type: Improvement
>          Components: Core
>    Affects Versions: 1.0.6
>            Reporter: Radim Kolar
>
> currently j.o.a.c.io.sstable.indexsummary is implemented as ArrayList of 
> KeyPosition (RowPosition key, long offset)i propose to change it to:
> RowPosition keys[]
> long offsets[]
> and use standard binary search on it. This will lower number of java objects 
> used per entry from 2 (KeyPosition + RowPosition) to 1 (RowPosition).
> For building these arrays convenient ArrayList class can be used and then 
> call to .toArray() on it.
> This is very important because index sampling uses a lot of memory on nodes 
> with billions rows

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