v0.32.0-beta.1

What's Changed

Breaking Changes 🛠

• feat!: use FilteredReadExec in the planner by @westonpace in #3813

New Features 🎉

• feat: support prewarm for btree by @BubbleCal in #4235
• feat(java): support get lance schema with field ids by @majin1102 in #4207
• feat: support sql api for dataset by @yanghua in #4086
• feat: add native oss support for lance by @Xuanwo in #4247
• feat: enable oss support in python and java by @Xuanwo in #4254
• refactor: rewrite delete implementation to use dataset-level scanner (#4158) by @wjones127 in #4165
• feat: add retry-based conflict resolution for update operations by @wjones127 in #4167
• feat: add 64-bit offset support to FSST compression for large binary/string data in V2.1 by @HaochengLIU in #4092
• feat: extend merge_insert fast path for UpdateIf and update-only operations by @wjones127 in #4253
• feat: expose sql api for python dataset by @Jay-ju in #4267
• feat(java): support replace schema and field metadata by @majin1102 in #4119

Bug Fixes 🐛

• fix: btree may load the same page multiple times by @BubbleCal in #4246
• fix: allow rowid in columns for scanner by @Jay-ju in #4116
• fix: fix errors caused by simultaneous merge by @westonpace in #4279

Documentation 📚

• docs: add complete blob writing example and fix take_blobs usage by @TaoKevinKK in #4214
• docs: add new homepage and sidebar by @davidmyriel in #4231
• docs: separate table and file format spec by @jackye1995 in #4264

Performance Improvements 🚀

• perf: improve btree performance for range query by @BubbleCal in #4248
• perf: wrap Dataset with Arc in SqlQueryBuilder by @wojiaodoubao in #4275

Other Changes

• refactor: unify two branches of add_offsets to make it more clear by @allenanswerzq in #4225

New Contributors

• @TaoKevinKK made their first contribution in #4214

Full Changelog: v0.31.2-beta.3...v0.32.0-beta.1