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Posted to jira@arrow.apache.org by "ASF GitHub Bot (Jira)" <ji...@apache.org> on 2021/05/12 07:35:00 UTC
[jira] [Updated] (ARROW-12725) [C++][Compute] GroupBy: improve
performance by encoding keys in row format only when they are inserted into
hash table
[ https://issues.apache.org/jira/browse/ARROW-12725?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
ASF GitHub Bot updated ARROW-12725:
-----------------------------------
Labels: pull-request-available (was: )
> [C++][Compute] GroupBy: improve performance by encoding keys in row format only when they are inserted into hash table
> ----------------------------------------------------------------------------------------------------------------------
>
> Key: ARROW-12725
> URL: https://issues.apache.org/jira/browse/ARROW-12725
> Project: Apache Arrow
> Issue Type: Improvement
> Components: C++
> Affects Versions: 4.0.0
> Reporter: Michal Nowakiewicz
> Priority: Major
> Labels: pull-request-available
> Fix For: 5.0.0
>
> Time Spent: 10m
> Remaining Estimate: 0h
>
> Previous implementation of hash group by converts input ExecBatches to row-oriented format,
> then hashes and compares rows as if they were a single column.
> It is more efficient (especially for small number of key columns) to avoid relatively costly
> encoding and instead compute hashes of individual columns in column-oriented format mixing them together, and similarly comparing column-oriented data to row-oriented data in the hash table without converting.
> Encoding only happens for a subset of input rows that are inserted into the hash table - they introduce new groups.
> Keys in hash table remain stored as row-oriented.
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