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https://issues.apache.org/jira/browse/ARROW-1565?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17039309#comment-17039309
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Antoine Pitrou commented on ARROW-1565:
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Another possibility is to use quickselect.

> [C++] "argtopk" and "argbottomk" functions for computing indices of largest 
> or smallest elements
> ------------------------------------------------------------------------------------------------
>
>                 Key: ARROW-1565
>                 URL: https://issues.apache.org/jira/browse/ARROW-1565
>             Project: Apache Arrow
>          Issue Type: New Feature
>          Components: C++
>            Reporter: Wes McKinney
>            Priority: Major
>              Labels: Analytics
>             Fix For: 2.0.0
>
>
> Heap-based topk can compute these indices in O(n log k) time



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