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v0.14.0

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@wxyucs wxyucs released this 07 Apr 13:31
v0.14.0
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What's Changed

Bug Fixes

  • fix template function specialization missing in hnsw by @inabao in #383
  • fix template compile error by @LHT129 in #391
  • fix the incompatibility of v0.12 and v0.13 in HNSW by @inabao in #388
  • fix occasional failures of unittests caused by a high filter rate by @inabao in #394
  • fix: Add missing header for readerset.h by @Coien-rr in #398
  • fix the incorrect assignment of prefetch_jump_code_size_ by @inabao in #403
  • fix compiler issues when using clang make libcxx by @ShawnShawnYou in #407
  • fix eval_performance calculates recall incorrectly by @wxyucs in #409
  • calculates recall by distances in eval_performance by @inabao in #413
  • fix hgraph deserialize bug by @LHT129 in #417
  • fix sq4_uniform train bug on gist dataset by @LHT129 in #435
  • fix bug in LocalFileReader when use async io in DiskANN by @inabao in #450
  • fix direct io asan bug by @LHT129 in #472
  • fix clang 13 compile error by @nedchu in #458
  • fix comiple error due to dependency missing of spdlog by @inabao in #480
  • fix ef search bug on hgraph by @LHT129 in #478
  • fix tool eval_performance output nothing without exporters setting by @wxyucs in #483
  • add hdf5 files' attribute existence check before opening by @wxyucs in #518
  • fix illegal instruction happened on rabitq by @wxyucs in #527
  • update flatten datacell prefetch length by @wxyucs in #538
  • fix compile error in TestGetExtraInfoById by @inabao in #542
  • fix compile error for diskann while static link by @inabao in #552
  • fix the issue where train_data_type_ is not initialized by @inabao in #554
  • fix coredump for searching empty HGraph index by @inabao in #559

New Features

Improvements

  • introduce different kinds of heap by @LHT129 in #355
  • unified all io serialize method by @LHT129 in #357
  • use trunc train for sq as default by @LHT129 in #356
  • add minor optimize on performance of hnswalg by @ShawnShawnYou in #396
  • optimize filter in HNSW by reduce CheckValid by @inabao in #397
  • add libaio deps for ubuntu and centos by @LHT129 in #402
  • update hgraph doc with buffer io config by @LHT129 in #399
  • add libaio-dev for dockerfile by @LHT129 in #412
  • extract the pruning strategy from HGraph by @inabao in #373
  • remove the brute-force strategy in filter search by @inabao in #414
  • support filter & range for searcher by @LHT129 in #378
  • support build graph from existing graph storage in ODescent by @inabao in #406
  • refactor pyramid from being index-based to datacell-based by @inabao in #370
  • use empty_index_set for serialize empty index by @LHT129 in #429
  • add random allocator test for pyramid by @inabao in #426
  • improve coverage rate for simd(avx) by @LHT129 in #438
  • refactor utils by @LHT129 in #433
  • introduce vsag exception to wrapper vsag::Error by @LHT129 in #430
  • implement automatic update of the total_count in the graph datacell by @inabao in #428
  • add filter for eval_performance by @inabao in #420
  • add ceil_int function to calulate int64's ceil by @LHT129 in #440
  • add arm asan build & test for github action by @LHT129 in #442
  • add performance pipeline in GitHub CI by @wxyucs in #421
  • remove arm ci on circle_ci by @LHT129 in #448
  • Support random projection by @ShawnShawnYou in #445
  • update clang-tidy performance and readability options by @wxyucs in #424
  • introduce index_impl layer by @LHT129 in #439
  • support build one vector index in diskann by @inabao in #444
  • add const referance for shared_ptr by @LHT129 in #460
  • support cal batch distance by id for hgraph by @LHT129 in #441
  • speed up functests for ci by @LHT129 in #457
  • update cache version to v4 by @LHT129 in #468
  • [skip ci]disable performance check in pull request by @wxyucs in #461
  • [skip ci]update ci image refresh condition by @wxyucs in #462
  • add different simd operator test for github action by @LHT129 in #443
  • introduce CreateFastDataset by @LHT129 in #469
  • add member func and static method check by @LHT129 in #473
  • add disk io in the example of DiskANN by @inabao in #452
  • implement index interface for brute_force by @LHT129 in #466
  • speed up cluster by @LHT129 in #476
  • use using instead of typedef by @LHT129 in #471
  • update performance pipeline by @wxyucs in #477
  • add compatibility check by @LHT129 in #487
  • disable simd ci when no changes on simd/ by @LHT129 in #488
  • use searcher on HGraph by @LHT129 in #463
  • use distanceHeap instead MaxHeap on bruteforce by @LHT129 in #492
  • refactor some param, move bruteforce to algorithm by @LHT129 in #490
  • ensure thread-safe reading and writing for pyramid by @inabao in #455
  • optimize filter in searcher by @inabao in #499
  • replace progschj::ThreadPool in hgraph by @LHT129 in #503
  • simplify the feature test for index by @LHT129 in #493
  • use inner_index for ivf router by @LHT129 in #500
  • add ignore_reorder config to drop high_precise codes by @LHT129 in #498
  • introduce random train for ivf router by @LHT129 in #502
  • refactor some recall test on random dataset by @LHT129 in #520
  • update ivf expected recall in functests by @wxyucs in #524
  • refactor pyramid and add an example by @inabao in #519
  • support multi-threading in eval_performance by @wxyucs in #489
  • calculate recall by distance in test_performance by @inabao in #504
  • refactor extra_info_size by @LHT129 in #525
  • some simd optimize by @LHT129 in #545
  • optimize prefetch operators by @LHT129 in #547
  • refactor hgraph to add point one by one by @LHT129 in #514
  • reduce searcher allocator by @LHT129 in #555
  • optimiaze avx512 fp32 IP compute operator by @LHT129 in #549

Other Changes

New Contributors

Full Changelog: v0.13.0...v0.14.0

Contributors

nedchu, wxyucs, and 6 other contributors
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