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optimize bitpacking for Lance v2 #2865

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broccoliSpicy opened this issue Sep 11, 2024 · 0 comments
Open

optimize bitpacking for Lance v2 #2865

broccoliSpicy opened this issue Sep 11, 2024 · 0 comments
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Goal: get bitpacking decode throughput to 10GiB/sec

@broccoliSpicy broccoliSpicy self-assigned this Sep 11, 2024
broccoliSpicy added a commit that referenced this issue Sep 27, 2024
This PR uses [fastlanes
algorithm](https://www.vldb.org/pvldb/vol16/p2132-afroozeh.pdf) for
bit-pack encoding.

The bit-packing routine is migrated from [SpiralDB's fastlanes
implementation](https://github.com/spiraldb/fastlanes), the migrated
code is modified to allow rust stable build.

#2865

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Co-authored-by: Weston Pace <weston.pace@gmail.com>
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