Xorbits

What's new in 0.7.2 (2024-01-05)
These are the changes in xorbits v0.7.2.
Enhancements
* ENH: Modify `JAX` fusion optimization by JiaYaobo in https://github.com/xorbitsai/xorbits/pull/755
Bug fixes
* BUG: fix read s3 parquet by Hank0626 in https://github.com/xorbitsai/xorbits/pull/764
Documentation
* DOC: add citation on README.md by luweizheng in https://github.com/xorbitsai/xorbits/pull/766
Others
* Bump babel/traverse from 7.22.8 to 7.23.2 in /python/xorbits/web/ui by dependabot in https://github.com/xorbitsai/xorbits/pull/749
* CHORE: drop CI support for python 3.8 by luweizheng in https://github.com/xorbitsai/xorbits/pull/765


**Full Changelog**: https://github.com/xorbitsai/xorbits/compare/v0.7.1...v0.7.2

What's new in 0.7.1 (2023-11-21)
These are the changes in xorbits v0.7.1.
New features
* FEAT: Slurm Deployment For Xorbits by fengsxy in https://github.com/xorbitsai/xorbits/pull/719
Bug fixes
* BUG: Fix pd.read_csv cannot read pathlib.Path by traderbxy in https://github.com/xorbitsai/xorbits/pull/757
Documentation
* DOC: add user guide on lightgbm by traderbxy in https://github.com/xorbitsai/xorbits/pull/753
* DOC: add user guide on xgboost by traderbxy in https://github.com/xorbitsai/xorbits/pull/754

New Contributors
* traderbxy made their first contribution in https://github.com/xorbitsai/xorbits/pull/753
* fengsxy made their first contribution in https://github.com/xorbitsai/xorbits/pull/719

**Full Changelog**: https://github.com/xorbitsai/xorbits/compare/v0.7.0...v0.7.1

What's new in 0.7.0 (2023-10-20)
These are the changes in xorbits v0.7.0.
New features
* FEAT: Add `Dataframe.Groupby.nth` by JiaYaobo in https://github.com/xorbitsai/xorbits/pull/684
* FEAT: Support `read_csv` via `http` by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/704
* FEAT: Add `xorbits.sklearn` module by JiaYaobo in https://github.com/xorbitsai/xorbits/pull/716
Enhancements
* ENH: groupby.nunique supports by series by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/726
Bug fixes
* BUG: df.groupby.agg error when func is nunique with tuple kwargs by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/722
* BUG: read parquet from s3 error: No Such Bucket by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/732
* BUG: Fix read_csv with index_col by codingl2k1 in https://github.com/xorbitsai/xorbits/pull/736
* BUG: `merge` performance issue caused by `DataFrameAutoMergeMixin` by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/740
* BUG: column pruning causes missing columns on `DataFrameIndex` op by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/743
Tests
* TST: Fix xorbits.sklearn windows CI by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/748
Others
* Fix reduction agg with UDF by codingl2k1 in https://github.com/xorbitsai/xorbits/pull/737
* Fix reduction agg with numpy udf by luweizheng in https://github.com/xorbitsai/xorbits/pull/742

New Contributors
* JiaYaobo made their first contribution in https://github.com/xorbitsai/xorbits/pull/684

**Full Changelog**: https://github.com/xorbitsai/xorbits/compare/v0.6.3...v0.7.0

What's new in 0.6.3 (2023-09-23)
These are the changes in xorbits v0.6.3.
Enhancements
* ENH: Add a check whether scheduling is stuck by Flying-Tom in https://github.com/xorbitsai/xorbits/pull/695
* ENH: Compatible with scikit-learn 1.3.1 by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/715
Bug fixes
* BUG: fix df deep copy by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/709
Others
* CHORE: Deprecate `downcast` in `fillna` by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/705


**Full Changelog**: https://github.com/xorbitsai/xorbits/compare/v0.6.2...v0.6.3

What's new in 0.6.2 (2023-09-20)
These are the changes in xorbits v0.6.2.
Enhancements
* ENH: added auto merge for cartesian_chunk by qinxuye in https://github.com/xorbitsai/xorbits/pull/699
Bug fixes
* BUG: `df.agg` with kwargs by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/707
* BUG: Column pruning failed when `groupby` by multi series by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/708
Others
* CHORE: Fix hadoop CI by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/706


**Full Changelog**: https://github.com/xorbitsai/xorbits/compare/v0.6.1...v0.6.2

What's new in 0.6.1 (2023-09-15)
These are the changes in xorbits v0.6.1.
New features
* FEAT: Impl series __setitem__ by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/694
Enhancements
* ENH: Add a status monitor to trace the running stage of subtask by Flying-Tom in https://github.com/xorbitsai/xorbits/pull/677
* ENH: impl array protocol for series and index by UranusSeven in https://github.com/xorbitsai/xorbits/pull/531
* BLD: ADLFS import error and docker build failed by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/698
Bug fixes
* BUG: Tensor map chunk error when func is `tolist` by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/697
Others
* CHORE: Deprecate ``use_inf_as_na`` option by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/689
* CHORE: Fix asv CI by aresnow1 in https://github.com/xorbitsai/xorbits/pull/654


**Full Changelog**: https://github.com/xorbitsai/xorbits/compare/v0.6.0...v0.6.1