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#16116 PR: Invert eligible BinaryColumns in the column pass
22.2 minutes ago  0 comments  0 votes  0 watches  Tim-Brooks, github-actions[bot]
BinaryColumns that are DOCS or DOCS_AND_FREQS, omitNorms, no TVs, and not stored are now inverted ... When any row-mode column is present in the batch, eligible columns are demoted to the row pass so ... processBinaryColumnInvert skips termsHash.startDocument/finishDocument: those drive ...

#15676 PR: Feature/collaborative hnsw search
5.4 hours ago  25 comments  0 votes  0 watches  benwtrent, github-actions[bot], krickert, msokolov, navneet1v, vigyasharma
[HNSW] Collaborative Search via Dynamic Threshold Feedback > **Status: Experimental** - This ... Full distributed multi-shard testing will happen in a follow-up PR for OpenSearch.
    krickert 1.8 months ago:  Update - Still working through this - it took me awhile to get data wrangled into this with the ... The real test will have a full document index and compare the two with a 250GB index between 16 and ... I'm using a single 4080 GPU for this, so I think the data might take a few days to produce.
    krickert 2.6 months ago:  Thanks for the suggestions, @vigyasharma. You’re right; I used the current 100-visit warm-up as a static safeguard to prevent the "entry ... My next round of tests will retain the 100-visit warm-up to establish a baseline, then I'll ...

#15958 PR: Bulk score hnsw neighbor array
18.3 hours ago  2 comments  0 votes  0 watches  benwtrent, github-actions[bot], leng25
issue 15606 Refactor NeighborArrayisWorstNonDiverse to use bulkScore instead of score, enabling ... This change follows the approach taken in 15607, though unlike that case, this function is called ... The primary motivation is consistency, aligning both call sites to use bulkScore ensures this code ...
    github-actions[bot] 18.3 hours ago:  This PR has not had activity in the past 2 weeks, labeling it as stale. If the PR is waiting for review, notify the dev@lucene.apache.org list. Thank you for your contribution!
    leng25 15.7 days ago:  Hi @benwtrent , would appreciate a look when you have time. Happy to make any changes if needed. Thanks!

#16115 PR: Reject duplicate column names in ColumnBatch
22.3 hours ago  0 comments  0 votes  0 watches  Tim-Brooks, github-actions[bot]
A ColumnBatch where two columns share the same field name has no coherent semantics: each Column ... The intended way to express multi-value is a single column whose tuple cursor emits multiple ... IndexingChain.processBatch now reserves a fresh batchGen from nextFieldGen and rejects any column ...

#16114 PR: docs(util): clarify Accountable.ramBytesUsed() ownership semantics
1.3 days ago  0 comments  0 votes  0 watches  github-actions[bot], salvatorecampagna
# TL;DR Documentation only PR. Clarifies the ownership convention for Accountable.ramBytesUsed() and notes that getChildResources( ... No behavior change

#16113: feat(util): clarify Accountable ownership semantics and fix inconsistent ramBytesUsed()
1.3 days ago  1 comments  0 votes  0 watches  salvatorecampagna
# Problem Accountable.ramBytesUsed() is specified as "an estimate of the bytes used by this object ... In practice, implementations in the Lucene codebase vary: some count everything reachable from the ... When external code sums ramBytesUsed() across multiple Accountable instances that share state, the ...
    salvatorecampagna 1.3 days ago:  Opened draft PR https://github.com/apache/lucene/pull/16114 with the proposed javadoc wording so ... Documentation only, no behavior change; not requesting merge until the convention is settled here.

#15948 PR: Improve BayesianScoreQuery and LogOddsFusionQuery with base rate prior, weighted Log-OP, and ...
1.6 days ago  28 comments  0 votes  0 watches  benwtrent, github-actions[bot], jaepil
# Summary Follow-up to 15827. This PR extends BayesianScoreQuery and LogOddsFusionQuery with three improvements: - ** ... Reservoir-sample nSamples * tokensPerQuery terms from the target field's indexed vocabulary via ...
    jaepil 1.6 days ago:  I think the right lifecycle is tied to the IndexReader/Searcher rather than to each query. If the corpus evolves, a reopened NRT reader or a new commit has different reader-level statistics, ... This PR keeps estimation explicit for that reason: the estimated Parameters are bound to the reader ...
    jaepil 1.6 days ago:  No worries! 😄 I've addressed this issue via reservoir sampling as well.

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