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https://issues.apache.org/jira/browse/LUCENE-8867?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16873310#comment-16873310
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Ignacio Vera commented on LUCENE-8867:
--------------------------------------

I have opened https://issues.apache.org/jira/browse/LUCENE-8885 to track the 
second optimisation.

> Optimise BKD tree for low cardinality leaves
> --------------------------------------------
>
>                 Key: LUCENE-8867
>                 URL: https://issues.apache.org/jira/browse/LUCENE-8867
>             Project: Lucene - Core
>          Issue Type: Improvement
>            Reporter: Ignacio Vera
>            Priority: Major
>          Time Spent: 0.5h
>  Remaining Estimate: 0h
>
> Currently if a leaf on the BKD tree contains only few values, then the leaf 
> is treated the same way as it all values are different. It many cases it can 
> be much more efficient to store the distinct values with the cardinality.
> In addition, in this case the method IntersectVisitor#visit(docId, byte[]) is 
> called n times with the same byte array but different docID. This issue 
> proposes to add a new method to the interface that accepts an array of docs 
> so it can be override by implementors and gain search performance.



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