v0.3.2

[jaychia]

Changes

✨ New Features

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

🚀 Performance Improvements

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

👾 Bug Fixes

• [BUG] Groupby with alias not working @colin-ho ([BUG] Groupby with alias not working #2790)
• [BUG] Fix parquet reads with limit across row groups @desmondcheongzx ([BUG] Fix parquet reads with limit across row groups #2751)
• [BUG] Fix ScanTask memory estimations when limits are provided @jaychia ([BUG] Fix ScanTask memory estimations when limits are provided #2735)
• [BUG] Enable Spawn Functions for IO and Compute Functions @samster25 ([BUG] Enable Spawn Functions for IO and Compute Functions #2687)
• [BUG] Fix set_execution_config not setting hash_join_partition_size_leniency @vince7778 ([BUG] Fix set_execution_config not setting hash_join_partition_size_leniency #2759)
• [BUG] Fix count("*") behavior @vince7778 ([BUG] Fix count("*") behavior #2733)
• [BUG] Add marker prefixes to filter during reads @colin-ho ([BUG] Add marker prefixes to filter during reads #2726)
• [BUG]: fsl to list with validity @universalmind303 ([BUG]: fsl to list with validity #2729)
• [BUG]: use recordbatch instead of table for df.to_arrow_iter @universalmind303 ([BUG]: use recordbatch instead of table for df.to_arrow_iter #2724)

📖 Documentation

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

🧰 Maintenance

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

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This discussion was created from the release v0.3.2.