Release v0.19.2 · lancedb/lance

What's Changed

feat: support FTS on multiple fields by @BubbleCal in #3025
feat: adds support for detached commits by @westonpace in #3028
feat: add 2.1 read path by @westonpace in #2968
feat: expose compression-level configuration for general compression by @niyue in #3034
feat: make it possible to use rowid and rowaddr in filters by @westonpace in #2973
feat: more flexible and sophisticated handling of non-null constraints by @westonpace in #2467
feat: support build lance java with rust release mode by @SaintBacchus in #3051
feat: do brute force search on unindexed data by @BubbleCal in #3036
feat: bitpack with miniblock by @broccoliSpicy in #3067
feat: introduce concept of "storage class" wtih separate dataset for "blob" storage data by @westonpace in #3064
feat: add max length statistics to VariableWidth Datablock by @broccoliSpicy in #3082
feat: add support for "take" operation to balanced storage by @westonpace in #3079
feat: enable write variable width data in 2.1 by @broccoliSpicy in #3090
feat: add compaction support to balanced datasets by @westonpace in #3088
feat: align buffers in 2.1 files by @westonpace in #3101
feat: allow inserting subschemas by @wjones127 in #3041
feat: support miniblock with binary data by @broccoliSpicy in #3099
feat: add full zip encoding for wide data types by @westonpace in #3114
feat: fsst compression with mini-block by @broccoliSpicy in #3121

fix: fix the incorrect assertion for fixed size binary decoder by @niyue in #3050
fix: verify num_sub_vectors is valid before creating index by @westonpace in #3056
fix: always return correct batch size by @westonpace in #3066
fix: fp16 GPU training by @chebbyChefNEQ in #3105

perf: use total cmp for ordered float by @chebbyChefNEQ in #3059
perf: parallel search partitions in subindex by @chebbyChefNEQ in #3060
perf: implement fast path for union many row id tree map by @chebbyChefNEQ in #3087
perf: transpose the PQ codes to improve search performance by @BubbleCal in #3120

Full Changelog: v0.19.1...v0.19.2