v0.4.5

What's Changed 🚀

💥 Breaking Changes

• refactor!: split column expression into unresolved and resolved types @kevinzwang (#3804)

✨ Features

• feat(connect): daft.pyspark module @universalmind303 (#3861)
• feat: Emit children of join before shuffle + add stats to explain analyze @colin-ho (#3852)
• feat: Stageify plan on shuffle boundaries @colin-ho (#3781)
• feat(sql): adds session sql for leveraging attached catalogs @rchowell (#3860)
• feat(catalog): Cutover deprecated APIs to use session, catalog, table abstractions [3/3] @rchowell (#3830)
• feat(connect): read csv/parquet/json options @universalmind303 (#3791)
• feat(sql): select from multiple joins @kevinzwang (#3842)
• feat(catalog): Integrate session and catalog actions alongside existing APIs [2/3] @rchowell (#3825)
• feat(catalog): Prepare existing catalog APIs for integration [1/3] @rchowell (#3820)
• feat(sql): supports schemas in read_json, read_csv, read_parquet @rchowell (#3836)
• feat(sql): supports array of paths in read_ table-value functions @rchowell (#3835)
• feat: Add a daft dashboard to display queries plans and stats @raunakab (#3790)

🐛 Bug Fixes

• fix: sql round without precision @universalmind303 (#3863)
• fix: pypi publish workflow @kevinzwang (#3862)
• fix: build wheel Github action inputs @kevinzwang (#3858)
• fix: protocol in iceberg writes @colin-ho (#3851)
• fix: LogicalPlan::get_schema_for_alias should stop when it hits any alias @kevinzwang (#3848)
• fix: Reduce number of nodes in random join graph test @desmondcheongzx (#3839)
• fix: Add excludes to broken link checker @colin-ho (#3834)
• fix: Grab Daft config from environment variables for new contexts @desmondcheongzx (#3832)
• fix: create series of np.datetime64['D'] @rchowell (#3829)

🚀 Performance

• perf(optimizer): Infer additional join graph edges during join reordering @desmondcheongzx (#3807)

♻️ Refactor

• refactor!: split column expression into unresolved and resolved types @kevinzwang (#3804)

📖 Documentation

• docs: respect daft analytics env var @ccmao1130 (#3856)
• docs: Update configuration docs to show set_runner_native @colin-ho (#3833)

🔧 Maintenance

• chore: replace anaconda with S3 for nightly build publish @kevinzwang (#3857)
• chore: minor cleanup to table-value functions @rchowell (#3854)
• chore: remove accidental printlins @universalmind303 (#3845)

Full Changelog: v0.4.4...v0.4.5