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Posted to jira@arrow.apache.org by "Michal Nowakiewicz (Jira)" <ji...@apache.org> on 2021/09/16 05:54:00 UTC

[jira] [Updated] (ARROW-12044) [C++][Compute] Add support for imperfect grouping for use in radix partitioning

     [ https://issues.apache.org/jira/browse/ARROW-12044?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Michal Nowakiewicz updated ARROW-12044:
---------------------------------------
    Fix Version/s:     (was: 6.0.0)
                   7.0.0

> [C++][Compute] Add support for imperfect grouping for use in radix partitioning
> -------------------------------------------------------------------------------
>
>                 Key: ARROW-12044
>                 URL: https://issues.apache.org/jira/browse/ARROW-12044
>             Project: Apache Arrow
>          Issue Type: Improvement
>          Components: C++
>            Reporter: Ben Kietzman
>            Priority: Major
>              Labels: query-engine
>             Fix For: 7.0.0
>
>
> ARROW-11591 adds Grouper for identifying groups based on multiple key columns.
> For a large number of groups, it is beneficial to do a first pass partitioning on the key columns so that each worker thread only handles a subset of the query's groups. This is usually accomplished by computing only the hashes of the keys (not full group identity) and pushing slices of the input batches to workers based on those.
> This would probably make sense as a member function of Grouper, maybe Grouper::ConsumeImperfect



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