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https://issues.apache.org/jira/browse/LUCENE-7165?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15222390#comment-15222390
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Robert Muir commented on LUCENE-7165:
-------------------------------------

+1

I think the differences here are responsible for e.g. 4 documents different in 
queries during benchmarking etc. It would be great to use 64-bits for geopoint 
too. If we are going to change the encoding, maybe it is also worth looking at 
using this full 64 bit encoding with a 1D KD tree? I would also consider not 
using interleaved form in the docvalues storage: for the way in which docvalues 
is used i think de-interleaving is just an unnecessary cost. LatLonPoint just 
uses high/low bits and if GeoPointField is compatible, then it could use the 
same (also re-use sort comparator!)


> Return GeoPointField Encoding to use full 64 bit space 
> -------------------------------------------------------
>
>                 Key: LUCENE-7165
>                 URL: https://issues.apache.org/jira/browse/LUCENE-7165
>             Project: Lucene - Core
>          Issue Type: Improvement
>            Reporter: Nicholas Knize
>
> This was originally done in LUCENE-6170 but then reverted due to issues with 
> GeoHash encoding (which has since been removed). This issue will revert the 
> GeoPoint encoding back to full 64 bit space which will synchronize 
> quantization TOLERANCE between {{LatLonPoint}} and {{GeoPointField}}.



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