v0.31.0-beta.1

What's Changed

Breaking Changes 🛠

• feat!: refactor Dataset#config api and expose it via pylance by @yanghua in #4041

New Features 🎉

• feat: add random take bench based on file reader api and fragment api by @wojiaodoubao in #4076
• feat: support IVF_SQ index by @BubbleCal in #4096
• feat: add ignore_missing flag for safe dataset deletion by @Jay-ju in #3667

Bug Fixes 🐛

• fix: handle the case of all partitions are empty by @BubbleCal in #4085
• fix: use std::fs::copy for local filesystem cross-filesystem copies by @wjones127 in #4088
• fix: typo in feature_flags.rs by @b4l in #4093

Performance Improvements 🚀

• perf: faster kmeans by @BubbleCal in #4070

Other Changes

• refactor: move delete implementation into it's own file by @wjones127 in #4074

New Contributors

• @b4l made their first contribution in #4093

Full Changelog: v0.30.1-beta.1...v0.31.0-beta.1