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v0.5.18

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 Eventual-Inc#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

v0.5.17

What's Changed 🚀

... (truncated)

• bda006a docs: Generate files for llms.txt (#4937)
• 8959bef docs: Pull colab examples into pages (#4936)
• e06e4ee docs: Add embeddings generation example (#4934)
• 5046c86 perf: scalar udfs use same optimizations as legacy udfs (#4931)
• 8f20ed5 fix: Batch RuntimeSubscriber updates for all nodes (#4932)
• d0ce5a4 refactor: move literal to daft-core (#4928)
• a25c2f8 fix: Column Ordering in UDF & Project Optimizations (#4923)
• 0697e73 docs: improve navigation for functions doc pages (#4924)
• 5c7bcca feat: adds column set visitor and use in pushdowns (#4929)
• f84d188 feat: async @​daft.func (#4908)
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