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Posted to issues@arrow.apache.org by "Yibo Cai (Jira)" <ji...@apache.org> on 2020/01/23 07:28:00 UTC
[jira] [Assigned] (ARROW-1571) [C++] Implement argsort kernels
(sort indices) for integers using O(n) counting sort
[ https://issues.apache.org/jira/browse/ARROW-1571?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Yibo Cai reassigned ARROW-1571:
-------------------------------
Assignee: Yibo Cai
> [C++] Implement argsort kernels (sort indices) for integers using O(n) counting sort
> ------------------------------------------------------------------------------------
>
> Key: ARROW-1571
> URL: https://issues.apache.org/jira/browse/ARROW-1571
> Project: Apache Arrow
> Issue Type: New Feature
> Components: C++
> Reporter: Wes McKinney
> Assignee: Yibo Cai
> Priority: Major
> Labels: Analytics
> Fix For: 2.0.0
>
> Attachments: e5-2650.png
>
>
> This function requires knowledge of the minimum and maximum of an array. If it is small enough, then an array of size {{maximum - minimum}} can be constructed and used to tabulate value frequencies and then compute the sort indices (this is called "grade up" or "grade down" in APL languages). There is generally a cross-over point where this function performs worse than mergesort or quicksort due to data locality issues
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