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#16473 PR: Add scalar quantization support for Fp16 vector encoding
1.9 hours ago  18 comments  0 votes  0 watches  Pulkitg64github-actions[bot]msokolov
Description As part of this PR (#16383) we added support for FP16 vector encoding. This PR target support for adding scalar quantization to it.
    msokolov 1.9 hours ago:  overall looks good: i just have some small comments and questions
    msokolov 1.9 hours ago:  wait! I see the dreaded mdash! Did AI write this??!

#16500 PR: ByteBuffersDataInput: throw EOFException when random-access reads go past the limit
2 hours ago  0 comments  0 votes  0 watches  github-actions[bot]sgup432
Description ByteBuffersDataInput's random-access readBytes(long, byte[], int, int) used the ... So reading past the end we throw IndexOutOfBoundsException which seems wrong to me, instead should ... This PR uses limit() instead of a capacity() <!

#16517 PR: Optimize DocValues using Panama API decoders for Byte Short and Int to Long instead of default ...
2.2 hours ago  0 comments  0 votes  0 watches  CH-Abhinavgithub-actions[bot]
Description This PR is adding Panama Vector API decoders into PanamaDocValuesBulkDecodeSupport.java ... In this PR aim is to get optimized decoders for Byte Shortand Int to Long versions like how decoder ... Closes 16451 .

#16484 PR: LUCENE-6513: Add FrequentTermsSpanBooleanQueryRewrite
3.3 hours ago  2 comments  0 votes  0 watches  dsmileygithub-actions[bot]romseygeek
-- to SpanMultiTermQueryWrapper See 7571 Adds a SpanRewriteMethod that bounds ... This offers a more meaningful cap than TopTermsSpanBooleanQueryRewrite, whose boost-based ordering ... It is built on ScoringRewrite rather than TopTermsRewrite because TopTermsRewrite caps terms while ...
    romseygeek 10.5 days ago:  Makes sense to me. I maintain that we should be removing Spans entirely in place of Intervals, but if we do have to ...
    romseygeek 10.5 days ago:  Unrelated to this PR but: we've removed setRewriteMethod for standard MTQs because mutable Queries ...

#16452 PR: Fix over-allocation of result bitset in MemoryAccountingBitsetCollectorManager
11.3 hours ago  16 comments  0 votes  0 watches  Sasilekhagaobinlonggithub-actions[bot]javanna
Size the reduce() result FixedBitSet to the highest matched doc + 1 instead of the largest ... The old sizing was inflated to the last visited leaf's docBase+maxDoc even when the query matched ... update: reduce() now pads the empty result case to length 1 so nextSetBit(0)/get(0) on ResultbitSet ...
    gaobinlong 11.3 hours ago:  > Would it be okay to keep this PR scoped to the right-bound over-allocation and open a followup ... That is fine.
    Sasilekha 14.5 hours ago:  Thanks @gaobinlong, good catch on the left-bound waste Looking at it though tightening the left ... Result.bitset today is indexed by absolute docId so a tighter bitset would need either an offset ... Either way it feels worth designing on its own rather than folding into this bug fix Would it be ...

#16516 PR: Simplify array copy by ArrayUtil.copyOfSubArray() in grouping package
13 hours ago  0 comments  0 votes  0 watches  gaobinlonggithub-actions[bot]
Description Replace manual array copy by ArrayUtil.copyOfSubArray() in grouping package.

#16451: [ENH]: Optimize DocValues Bulk Decoding using Panama Vector API
1.2 days ago  2 comments  0 votes  0 watches  CH-Abhinavjpountzmikemccandrajat315315rmuiruschindler
# Motivation Lucene heavily relies on DocValues for sorting, faceting, and range filtering. For byte-aligned packed formats (8-bit, 16-bit, and 32-bit), the bulk decoding process ( ... Currently, the default implementation (DefaultDocValuesBulkDecodeSupport) performs this decoding ...
    CH-Abhinav 1.2 days ago:  @rmuir @uschindler well this issue's author used a fare bit of AI without understanding what he ... Like his test queries and benchmarks do not touch DocValues. But the Idea of using Panama's ZERO_EXTEND isn't bad at all.
    rmuir 16.4 days ago:  this is all hallucinated nonsense. > Fuzzy Terms & Edit Distances: Operations like Respell show a statistically significant +24.1% ...

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