0.8.0

What's Changed

• Remove use of set_coords_filter_list from dense array creation by @jparismorgan in #439
• [automated] Update backwards-compatibility-data for release 0.7.0 by @github-actions in #438
• Tune default ingestion configuration to avoid OOM errors by @NikolaosPapailiou in #440
• Add ids to Python FeatureVectorArray by @jparismorgan in #442
• Add Optional to Python code that was missing it by @jparismorgan in #443
• For type-erased Python indexes, 1) Don't consolidate parts and ids Arrays 2) Avoid extra Schema open in constructor by @jparismorgan in #444
• Cleanups to ivf_index() C++ code, and small cleanups in Python by @jparismorgan in #430
• Support IVF PQ consolidation by storing raw feature vectors and external IDs by @jparismorgan in #447
• tdbPartitionedMatrix will automatically close Array's when done reading by @jparismorgan in #448
• Re-enable IVF PQ tests by @jparismorgan in #450
• Save kmeans settings to IVF PQ metadata by @jparismorgan in #452
• Allow setting IVF PQ partitions when re-ingesting, fix IVF PQ object index tests by @jparismorgan in #453
• Avoid creating one temp array for each ingestion work item by @NikolaosPapailiou in #449
• Add Vector Search storage format spec by @NikolaosPapailiou in #456
• Fix markdown format for storage spec by @NikolaosPapailiou in #457
• Update dimensions to be uint64_t in C++ by @jparismorgan in #454
• Configure memory budget for distributed OOC queries by @NikolaosPapailiou in #462
• Add local benchmarking script by @jparismorgan in #459
• Distance metrics integration by @cainamisir in #422
• Close tdbMatrix and tdbMatrixWithIds Array's when we have nothing left to to read by @jparismorgan in #466
• Update to TileDB Core 2.25.0 by @jparismorgan in #465

Full Changelog: 0.7.0...0.8.0