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Posted to issues@arrow.apache.org by "Wes McKinney (Jira)" <ji...@apache.org> on 2020/05/25 15:20:00 UTC

[jira] [Assigned] (ARROW-5760) [C++] Optimize Take and Filter

     [ https://issues.apache.org/jira/browse/ARROW-5760?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Wes McKinney reassigned ARROW-5760:
-----------------------------------

    Assignee: Wes McKinney  (was: Ben Kietzman)

> [C++] Optimize Take and Filter
> ------------------------------
>
>                 Key: ARROW-5760
>                 URL: https://issues.apache.org/jira/browse/ARROW-5760
>             Project: Apache Arrow
>          Issue Type: New Feature
>          Components: C++
>            Reporter: Ben Kietzman
>            Assignee: Wes McKinney
>            Priority: Major
>             Fix For: 1.0.0
>
>
> There is some question of whether these kernels allocate optimally- for example when Filtering or Taking strings it might be more efficient to pass over the filter/indices twice, first to determine how much character storage will be needed then again into allocated memory: https://github.com/apache/arrow/pull/4531#discussion_r297160457
> Additionally, these kernels could probably make good use of scatter/gather SIMD instructions.
> Furthermore, Filter's bitmap is currently lazily expanded into the indices of elements to be appended to the output array. It would probably be more efficient to expand to indices in batches, then gather using an index batch.



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