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#16383 PR: Add fp16 (float16) vector encoding support - no quantization support
2.2 days ago  82 comments  0 votes  0 watches  Pulkitg64danmuzigithub-actions[bot]jeho-rplsmsokolov
Description Introduce a new FLOAT16 VectorEncoding that stores vectors at half precision (16 ... This introduces the raw fp16 encoding only; scalar quantization of fp16 vectors is intentionally ... Will raise another PR with quantization support.
    Pulkitg64 2.2 days ago:  Fixed in the next revision
    Pulkitg64 2.2 days ago:  These functions were unused so I have removed them in the next revision.

#15769: PathHierarchyTokenizer "ancestor search" use case broken in lucene >= 10.0
2.3 days ago  3 comments  0 votes  0 watches  hossmanmsokolovvismaytiwari
Description The javadocs for PathHierarchyTokenizerFactory describe the two main use cases it ... "decendent path" search - by configuring it at index time, and using KeywordTokenizer at query time ... But it will not match documents indexed with values like Books, or Books/Fic 2.
    vismaytiwari 2.3 days ago:  @hossman thanks for the detailed write-up and the test patch — made this easy to pin down. Opened 16402. I went with reverting to positionIncrement 0 on the tokens after the first (plain synonyms) rather ...
    hossman 4.6 months ago:  > Does the class have distinct indexing and query modes? No, it's never needed one before -- you either configure(d) it at index time for descendant search, ...

#16402 PR: GITHUB#15769: Restore PathHierarchyTokenizer synonym positions for ancestor-path search
2.3 days ago  0 comments  0 votes  0 watches  github-actions[bot]hossmanvismaytiwari
Description Fixes 15769. PathHierarchyTokenizer is documented to emit each path prefix at the *same* position, so that query ... That "ancestor path" use case has been broken since 10.0: GITHUB12875 (5d6086e) changed every token ...

#16401 PR: Speed up TestHnswMergeAbort and make its assertion deterministic
2.3 days ago  0 comments  0 votes  0 watches  github-actions[bot]jeho-rpls
Fixes 16397. The tests asserted that rollback() returns within 10 seconds, which needed big segments (4 x 12k ... Changes: * Instead of asserting on elapsed time, each test now asserts through InfoStream that the ...

#16397: Test suite TestHnswMergeAbort slows down build
2.3 days ago  3 comments  0 votes  0 watches  jeho-rplskaivalnpmsokolov
Description 16368 recently added a new test suite TestHnswMergeAbort, which is slowing down local ... I wonder if we can speed up the tests or mark them as @Monster? Gradle command to reproduce.
    msokolov 2.3 days ago:  I ilke the InfoStream approach since we signal completion there. We can supply some kind of test-only MockInfoStream to the writer. Please feel free
    jeho-rpls 2.3 days ago:  Hi, I added this test in 16368. The size was deliberate since the timing assertion needs a wide margin, but I did't weigh what that ... How about asserting through InfoStream that the graph build never ran to completion, instead of ...

#16400: HNSW graph reuse during merge is silently disabled under per-field codecs since 10.4.0
2.4 days ago  1 comments  0 votes  0 watches  jeho-rplsmsokolov
Description# Summary IncrementalHnswGraphMerger is meant to reuse existing HNSW graphs from input ... Since 10.4.0 this reuse never triggers under a per-field vectors codec, which is how Lucene's ... As a result every merge rebuilds the full graph by re-inserting every vector, and the cost that ...
    msokolov 2.4 days ago:  Oh my, what a mess! Thanks for finding this; hard to believe it took this long to notice the indexing slowdown. Please feel free to take a stab at fixing.

#16044: Introduce a pread Directory based on Panama-FFI ?
2.5 days ago  11 comments  0 votes  0 watches  gf2121jilldoty-elasticjimczineoremindspinscalestevenschlansker
Description > Following is generally written by LLM but benchmark is run by myself :) # 1. Motivation: NIOFSDirectory is still relevant In recent memory-constrained deployments ( ... Switching to NIOFSDirectory helps us resolve it. # 2.
    neoremind 2.5 days ago:  Thanks @jimczi! I've read 14156. One nuance from my benchmarking though: I actually got a bit different take. isLoaded() itself ...
    jimczi 10.4 days ago:  That's good finding @neoremind. There was an attempt to remove the isLoaded bits in https://github.com/apache/lucene/pull/14156 but ... We should probably resume this effort to get the full power of prefetch on the mmap directory.

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