Daft Files

What's Changed 🚀

✨ Features

• feat: adds column set visitor and use in pushdowns @rchowell (#4929)
• feat: async @daft.func @universalmind303 (#4908)
• feat: Add offset operator support to DataFrame for Ray Runner @plotor (#4706)
• feat: model resource plumbing for inference expressions @rchowell (#4902)
• feat: Flotilla eager limit @colin-ho (#4887)
• feat: implement random repartition in flotilla distributed engine @ohbh (#4893)
• feat: Add support for specifying hash algorithm used in expression.hash() func. @Zyiqin-Miranda (#4640)

🐛 Bug Fixes

• fix: Batch RuntimeSubscriber updates for all nodes @srilman (#4932)
• fix: Column Ordering in UDF \& Project Optimizations @srilman (#4923)
• fix: Refactor Progress Bar to be a RuntimeStatSubscriber @srilman (#4837)

🚀 Performance

• perf: scalar udfs use same optimizations as legacy udfs @universalmind303 (#4931)
• perf: improve @daft.func performance by ~27% @universalmind303 (#4920)

♻️ Refactor

• refactor: move literal to daft-core @kevinzwang (#4928)

📖 Documentation

• docs: Generate files for llms.txt @desmondcheongzx (#4937)
• docs: Pull colab examples into pages @desmondcheongzx (#4936)
• docs: Add embeddings generation example @desmondcheongzx (#4934)
• docs: improve navigation for functions doc pages @kevinzwang (#4924)
• docs: getdaft.io → daft.ai @ccmao1130 (#4926)
• docs: add video to examples @ccmao1130 (#4915)
• docs: adds coalesce to docs @rchowell (#4909)
• docs: fix doctest formatting errors @rchowell (#4911)
• docs: add docstrings to I/O \& DataFrame methods (issue [#4124]) @TheOphige (#4854)

🔧 Maintenance

• chore: config isort known_third_party to fix import formatting errors @Jay-ju (#4840)
• chore: add warning on repartition in native runner @kevinzwang (#4910)

Full Changelog: https://github.com/Eventual-Inc/Daft/compare/v0.5.17...v0.5.18