0.0.23

What's Changed

• Fixes the Generate Backwards Compatibility Data job by @jparismorgan in #245
• [automated] Update backwards-compatibility-data for release 0.1.0 by @jparismorgan in #244
• Add a MatrixWithIds class by @jparismorgan in #235
• Enable source distribution upload by @dudoslav in #243
• Replace switch-case statements in type-erased FeatureVectorArray API with a lookup table by @jparismorgan in #246
• Add a tdbMatrixWithIds class by @jparismorgan in #240
• Implement read_bin_local using VFS by @dudoslav in #224
• Replace switch-case statements in type-erased api/vamana_index.h API with a lookup table by @jparismorgan in #247
• In tdb_matrix_with_ids fix data loading, the default type of ids, and the attribute check when loading data by @jparismorgan in #251
• Optimize query latency for Index and ObjectIndex classes by @NikolaosPapailiou in #253
• Add support to execute ObjectApi ingestion entirely using TaskGraphs by @NikolaosPapailiou in #257
• Check for a nullptr index_ in all api/index methods by @jparismorgan in #258
• Update to use pytest <8 to fix issue with nbmake by @jparismorgan in #260
• Add support for TileDB sparse arrays in vector ingestion by @NikolaosPapailiou in #262

Full Changelog: 0.1.0...0.0.23

0.0.22

TileDB-Vector-Search 0.0.22

This release is substantially the same as 0.1, but targets TileDB 2.19 and TileDB-Py 0.25 for deployment purposes.

What's Changed

• Fixes the Generate Backwards Compatibility Data job by @jparismorgan in #245
• [automated] Update backwards-compatibility-data for release 0.1.0 by @jparismorgan in #244
• Add a MatrixWithIds class by @jparismorgan in #235
• Enable source distribution upload by @dudoslav in #243
• Replace switch-case statements in type-erased FeatureVectorArray API with a lookup table by @jparismorgan in #246
• Add a tdbMatrixWithIds class by @jparismorgan in #240
• Implement read_bin_local using VFS by @dudoslav in #224
• Replace switch-case statements in type-erased api/vamana_index.h API with a lookup table by @jparismorgan in #247
• In tdb_matrix_with_ids fix data loading, the default type of ids, and the attribute check when loading data by @jparismorgan in #251
• Optimize query latency for Index and ObjectIndex classes by @NikolaosPapailiou in #253

Full Changelog: 0.1.0...0.0.22

0.1.0

What's Changed

• Add .clang-format file and CI job to check for required formatting by @jparismorgan in #195
• Use relative paths for objects in groups by @jparismorgan in #193
• Add InsertNewlineAtEOF to .clang-format and fix brew install by @jparismorgan in #199
• Add pre-commit to format files by @jparismorgan in #200
• Remove the pip install git+github... instructions by @nickvigilante in #198
• Add a CI job to generate backwards compatibility test indexes and a python unit test to query them by @jparismorgan in #206
• Add concepts and cpos by @lums658 in #205
• Support random sampling in distributed ingestion by @jparismorgan in #212
• Rework python build system to scikit-build-core by @dudoslav in #181
• Type erased feature vector and feature vector array classes by @lums658 in #210
• Don't raise an exception in delete_index with an invalid uri by @jparismorgan in #213
• Partitioned Matrix API by @lums658 in #215
• First version of the Object API for vector search by @NikolaosPapailiou in #187
• Run clang-format in the python src dir by @jparismorgan in #222
• Adds more instructions on how to build C++, adds a small gitignore fix by @jparismorgan in #217
• ivf_index class by @lums658 in #216
• Add Type-Erased FlatL2Index and IVFFlatIndex by @lums658 in #218
• Add a test that verifies there are no output logs by @jparismorgan in #223
• Refactor group and metadata classes by @lums658 in #221
• Remove test/siftsmall by @lums658 in #228
• Add type-erased vamana index by @jparismorgan in #229
• Reintegrate flatpq index by @lums658 in #225
• Bring tests up to date by @lums658 in #220
• Fix pip install in the generate_backwards_compatibility_data CI job by @jparismorgan in #231
• Add 0.0.10, 0.0.17, and 0.0.21 indexes created by checking out old release versions and generating indexes by @jparismorgan in #233
• Run pre-commit on all files by @jparismorgan in #202
• Lums/sc 40408/complete index vamana by @lums658 in #230
• Add directory document readers for vector search Object API by @NikolaosPapailiou in #226
• Additional checking of local file I/O by @lums658 in #237
• Run clang-format on less directories by @jparismorgan in #236
• Enable PYPI upload workflow without Windows packages by @dudoslav in #239
• Increment tiledb version to 2.20.0 (0.26.0 for Py) by @dudoslav in #241

New Contributors

• @nickvigilante made their first contribution in #198

Full Changelog: 0.0.21...0.1.0

0.0.21

What's Changed

• Add write_ivecs and write_fvecs utils by @jparismorgan in #189
• Add support for randomly sampling the input data to compute centroids with by @jparismorgan in #183
• Small improvements to test instructions by @jparismorgan in #192
• Use sklearn as default for kmeans until the C++ kmeans library is released in Docker images by @NikolaosPapailiou in #194

Full Changelog: 0.0.20...0.0.21

0.0.20

What's Changed

• Validate the queries vector shape by @jparismorgan in #164
• Updates the .gitignore to ignore all *.egg-info by @jparismorgan in #166
• Enforce queries has two dimensions by @jparismorgan in #167
• Enable setting resource_class or resources when calling query() on IVFFlatIndex by @jparismorgan in #165
• Test that we can index different storage versions and then query them by @jparismorgan in #168
• Let user specify a set of vectors to use for training in IVF_FLAT by @jparismorgan in #169
• Fix crash from passing copy_centroids_uri to ingest() by @jparismorgan in #172
• Fix training_data bug in test_ingest_with_training_source_uri_tdb and validate training data dimensions in ingest() by @jparismorgan in #175
• Small refactor of unit tests to consolidate language and add a query and check helper to test_ingestion.py by @jparismorgan in #176
• Have consolidate_updates() reuse existing centroids by default with an option to re-compute them by @jparismorgan in #178
• Increment TileDB version by @dudoslav in #188
• Add workflow_dispatch into build_wheels in order to test artifacts by @dudoslav in #191
• Fix bug for creating the updates array using a tiledb URI by @NikolaosPapailiou in #170

New Contributors

• @dudoslav made their first contribution in #188

Full Changelog: 0.0.19...0.0.20

0.0.19

What's Changed

• Update to TileDB 2.18 by @ihnorton in #163
• C++ kmeans implementation by @lums658 and @teo-tsirpanis in #147
• Fix corner cases for ingestion by @NikolaosPapailiou in #156
• Replace tests for APPLE with tests for __cpp_lib_smart_ptr_for_overwrite by @lums658 in #157
• Small improvements to README.md files by @jparismorgan in #158
• Run queries twice to test for idempotence by @jparismorgan in #159

New Contributors

• @jparismorgan made their first contribution in #158

Full Changelog: 0.0.18...0.0.19

TileDB-Vector-Search 0.0.18

What's Changed

• Fix missing flat ids by @NikolaosPapailiou in #145
• Add unit tests for cloud and demo notebooks by @NikolaosPapailiou in #146
• Timetravel implementation by @NikolaosPapailiou in #148
• Update tiledb dependencies and fix test by @NikolaosPapailiou in #151
• Add APIs to create empty indexes by @NikolaosPapailiou in #150
• Bump cloud dependency and use dynamic package version by @NikolaosPapailiou in #152

Full Changelog: 0.0.17...0.0.18

TileDB-Vector-Search 0.0.17

What's Changed

• Fix empty results by @NikolaosPapailiou in #144

Full Changelog: 0.0.16...0.0.17

TileDB-Vector-Search 0.0.16

What's Changed

• Fix query errors in tables with updates by @NikolaosPapailiou in #143

Full Changelog: 0.0.15...0.0.16

TileDB-Vector-Search 0.0.15

What's Changed

• Update to TileDB 2.17 by @Shelnutt2 in #142

Full Changelog: 0.0.14...0.0.15