v0.3.2

Changes

✨ New Features

• [FEAT] Add runner logic in PyRunner for ActorPoolProject @jaychia (#2677)
• [FEAT]: sql image_encode and image_resize @universalmind303 (#2764)
• [FEAT] sql image_decode @universalmind303 (#2757)
• [FEAT] Add an approx_count_distinct expression (using the HLL algorithm) @raunakab (#2718)
• [FEAT] Add support for sum aggregation for decimal128 type @amitschang (#2755)
• [FEAT] expose more type info @chuanlei-coding (#2762)
• [FEAT] Adds SQL function modules @RCHowell (#2725)
• [FEAT] (ACTORS-3) Propagate feature flags from Planning Config through to logical optimizer @jaychia (#2674)
• [FEAT] Fix projection pushdowns in actor pool project @jaychia (#2680)

🚀 Performance Improvements

• [PERF] Make merging of ScanTasks be more conservative when provided with a LIMIT @jaychia (#2758)

👾 Bug Fixes

• [BUG] Groupby with alias not working @colin-ho (#2790)
• [BUG] Fix parquet reads with limit across row groups @desmondcheongzx (#2751)
• [BUG] Fix ScanTask memory estimations when limits are provided @jaychia (#2735)
• [BUG] Enable Spawn Functions for IO and Compute Functions @samster25 (#2687)
• [BUG] Fix set_execution_config not setting hash_join_partition_size_leniency @Vince7778 (#2759)
• [BUG] Fix count("*") behavior @Vince7778 (#2733)
• [BUG] Add marker prefixes to filter during reads @colin-ho (#2726)
• [BUG]: fsl to list with validity @universalmind303 (#2729)
• [BUG]: use recordbatch instead of table for df.to_arrow_iter @universalmind303 (#2724)

📖 Documentation

• [DOCS] Fix struct accessors in tutorial examples @jaychia (#1809)
• Fix huggingface.rst documentation @asmith26 (#2746)
• [DOCS]: Fix typos in UDF documentation @amitschang (#2728)
• [DOCS] Fix small typo in partitioning.rst @jaychia (#2721)

🧰 Maintenance

• [CHORE] Enable all targets for cargo check @samster25 (#2792)
• [CHORE] refactor daft-core with preclude @samster25 (#2782)
• [CHORE] Implement thiserror::Error for DaftError and arrow2::Error @raunakab (#2785)
• [CHORE] Rename vpartition -> micropartition @jaychia (#2781)
• [CHORE] Add check for stateful UDF outside of project @kevinzwang (#2771)
• [CHORE] Fix conditional compilation for UDFs @jaychia (#2761)
• [CHORE] Refactor local hash joins + pipeline connections @colin-ho (#2719)
• [CHORE]: remove this file @universalmind303 (#2752)
• [CHORE] Add .lldbinit for debugging @kevinzwang (#2750)
• [CHORE] early terminate read parquet bulk @samster25 (#2748)
• [CHORE] add large fake files for benchmarks (disabled) @samster25 (#2744)
• [CHORE] disables aqe tests in CI @samster25 (#2745)
• [CHORE] add benchmarks for interactive reads @samster25 (#2732)