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Posted to issues@lucene.apache.org by "Bruno Roustant (Jira)" <ji...@apache.org> on 2021/11/01 15:57:00 UTC
[jira] [Resolved] (LUCENE-10196) Improve IntroSorter with 3-ways
partitioning
[ https://issues.apache.org/jira/browse/LUCENE-10196?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Bruno Roustant resolved LUCENE-10196.
-------------------------------------
Fix Version/s: 8.11
Resolution: Fixed
Thanks reviewers!
> Improve IntroSorter with 3-ways partitioning
> --------------------------------------------
>
> Key: LUCENE-10196
> URL: https://issues.apache.org/jira/browse/LUCENE-10196
> Project: Lucene - Core
> Issue Type: Improvement
> Reporter: Bruno Roustant
> Priority: Major
> Fix For: 8.11
>
> Time Spent: 2h
> Remaining Estimate: 0h
>
> I added a SorterBenchmark to evaluate the performance of the various Sorter implementations depending on the strategies defined in BaseSortTestCase (random, random-low-cardinality, ascending, descending, etc).
> By changing the implementation of the IntroSorter to use a 3-ways partitioning, we can gain a significant performance improvement when sorting low-cardinality lists, and with additional changes we can also improve the performance for all the strategies.
> Proposed changes:
> - Sort small ranges with insertion sort (instead of binary sort).
> - Select the quick sort pivot with medians.
> - Partition with the fast Bentley-McIlroy 3-ways partitioning algorithm.
> - Replace the tail recursion by a loop.
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