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#16859 PR: [Sandbox] Hash table based postings format for much faster single & batch Primary Key ID field ...
1.2 hours ago  0 comments  0 votes  0 watches  github-actions[bot], shbhar
# Summary I work in Amazon advertising, where we have some low latency use cases for exact primary ... For many types of IDs like UUIDs or ASINs which are mostly random and dont share prefixes/suffixes, ... A quick summary of results for UUID16 ids is below and full details with more ids are later.

#16858 PR: benchmarking various joins
1.2 hours ago  0 comments  0 votes  0 watches  github-actions[bot], mkhludnev
Description Joins benchmarks for: string, numeric, globalOrdinals, blockJoin. Incremental updates are included. Searching static index 1m ` ------------> Report Sum By (any) Name (5 about 13 out of 13) ...

#16145 PR: Delay and cap the prefetch backoff in MemorySegmentIndexInput
4.3 hours ago  40 comments  0 votes  0 watches  github-actions[bot], goankur, gsmiller, iprithv, jimczi, michaeljmarshall, mikemccand, navneet1v, neoremind, uschindler
Description The power-of-two back off in MemorySegmentIndexInput.prefetch() assumes consecutive ... This assumption works well for files that are already warm, but is too aggressive when files are ... The proposed solution makes two primary changes: 1.
    neoremind 4.3 hours ago:  Thanks @goankur for the real-workload benchmarking! +1 on @gsmiller's neat and smart idea of starting consecutiveHits at N-1! A warm file just does one probe and goes directly to sampling mode without unnecessary ramp, a cold ...
    goankur 19.3 hours ago:  @gsmiller I ran your N - 1 variant on f6b3392 next to start-at-N, same setup and same session: ... For reference, f6b3392 as is was −18% with 15 query types slower. N - 1 is as good as starting at N on hot data and a bit better on a cold start: it catches cold ...

#16849 PR: Make BitSetIterator#docIDRunEnd linear
5.4 hours ago  19 comments  0 votes  0 watches  costin, github-actions[bot], jimczi, kkewwei
Since #16072, BitSetIteratordocIDRunEnd scans to the next clear bit on every call. This becomes a problem on long runs of bits which are rescanned on every window (e.g. DenseConjunctionBulkScore whenever the segment has deletions).
    jimczi 13.1 hours ago:  LGTM
    costin 1.2 days ago:  Thanks for the feedback folks; I've updated the code accordingly.

#16805 PR: Collector manager join
6.6 hours ago  25 comments  0 votes  0 watches  github-actions[bot], javanna, mkhludnev, msokolov
I took another stab at cutting over the usage in the join package from Collector to CollectorManager ... It seems to pass all the tests, but I don't have a high degree of confidence - the testing in this ... I wonder if anyone who uses this stuff could try this out and give some idea of performance impact? ...
    mkhludnev 6.6 hours ago:  @msokolov do you think it's worth to add join harness into benchmarks? I can make a try.
    msokolov 4 days ago:  Let me summarize the changes here. The main idea is to cut over all the single-threaded Collectors used in the join module to use ... The join module is gathering join keys and scores across matching documents in order to generate a ...

#16851 PR: Use PriorityQueue#addAll instead of PriorityQueue#add.
17.7 hours ago  0 comments  0 votes  0 watches  github-actions[bot], vsop-479
Description <!-- If this is your first contribution to Lucene, please make sure you have reviewed the ...

#16857 PR: Consolidate Sort pruning logic
1.2 days ago  1 comments  0 votes  0 watches  github-actions[bot], romseygeek
Whether or not to use index-sort based early termination or index-value based sort pruning is ... This change consolidates these decisions into segment-level logic centred on FieldValueHitQueue, ... In addition, the deprecated methods on SortField that allow users to disable pruning are removed ...
    romseygeek 1.2 days ago:  I ran benchmarks for this change and they showed no significant difference. This is mainly about making future changes easier: ` ┌──────────────────────────────────────── ...

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