Xorbits

What's new in 0.8.1 (2024-12-05)
These are the changes in xorbits v0.8.1.
Enhancements
* ENH: Fix cuda storage transfer deadlock on multiple GPUs by luweizheng in https://github.com/xorbitsai/xorbits/pull/788
* BLD: Dockerfile for cpu and cuda by luweizheng in https://github.com/xorbitsai/xorbits/pull/831
* BLD: build wheel CI upgrade macos-12 to macos-13 by luweizheng in https://github.com/xorbitsai/xorbits/pull/833
Bug fixes
* BUG: fix xoscar.errors.NoIdleSlot when using new_cluster by hucorz in https://github.com/xorbitsai/xorbits/pull/827
* BUG: Fix no build_categorical_column error of GPU read_parquet by hucorz in https://github.com/xorbitsai/xorbits/pull/832


**Full Changelog**: https://github.com/xorbitsai/xorbits/compare/v0.8.0...v0.8.1

What's new in 0.8.0 (2024-11-05)
These are the changes in xorbits v0.8.0.
Enhancements
* ENH: Compatible with NumPy 2.x by Dawnfz-Lenfeng in https://github.com/xorbitsai/xorbits/pull/817
* BLD: Support python 3.12 by hucorz in https://github.com/xorbitsai/xorbits/pull/825
* BLD: Compat with numpy 2.x by luweizheng in https://github.com/xorbitsai/xorbits/pull/826
Documentation
* DOC: URLs link to original lightgbm and xgboost docs by Dawnfz-Lenfeng in https://github.com/xorbitsai/xorbits/pull/822
* DOC: URLs link to original numpy and pandas docs by Dawnfz-Lenfeng in https://github.com/xorbitsai/xorbits/pull/824


**Full Changelog**: https://github.com/xorbitsai/xorbits/compare/v0.7.4...v0.8.0

What's new in 0.7.4 (2024-10-06)
These are the changes in xorbits v0.7.4.
Enhancements
* ENH: distributed xgboost.init with rabit deprecated, move to collective by hucorz in https://github.com/xorbitsai/xorbits/pull/805
* ENH: Fix some warning caused by deprecation by hucorz in https://github.com/xorbitsai/xorbits/pull/804
* ENH: update web packages version by hucorz in https://github.com/xorbitsai/xorbits/pull/815
* ENH: Fix config for xorbits and xorbits.pandas by luweizheng in https://github.com/xorbitsai/xorbits/pull/818
* BLD: Fix upload PyPI by luweizheng in https://github.com/xorbitsai/xorbits/pull/820
Tests
* TST: Fix cudf & hadoop failed tests cases by luweizheng in https://github.com/xorbitsai/xorbits/pull/806
Documentation
* DOC: update doc content && update sphinx to latest version by hucorz in https://github.com/xorbitsai/xorbits/pull/809
* DOC: update CI environment dependencies for doc build by Dawnfz-Lenfeng in https://github.com/xorbitsai/xorbits/pull/814
* DOC: Add storage backend, fix broken links, update API reference by luweizheng in https://github.com/xorbitsai/xorbits/pull/816
* DOC: installation and compatible packages by luweizheng in https://github.com/xorbitsai/xorbits/pull/819


**Full Changelog**: https://github.com/xorbitsai/xorbits/compare/v0.7.3...v0.7.4

What's new in 0.7.3 (2024-08-22)
These are the changes in xorbits v0.7.3.
Enhancements
* ENH: fix test CI dependency of hadoop, lightgbm and web ui by luweizheng in https://github.com/xorbitsai/xorbits/pull/772
* ENH: Remove `sum_over_features` parameter from `manhattan_distances` with sklearn > 1.4 by Dawnfz-Lenfeng in https://github.com/xorbitsai/xorbits/pull/779
* ENH: Fix import error if np>=2.0 by luweizheng in https://github.com/xorbitsai/xorbits/pull/787
* ENH: Fix tests hang in CI by luweizheng in https://github.com/xorbitsai/xorbits/pull/794
* ENH: support cudf Buffer BufferOwner structure by hucorz in https://github.com/xorbitsai/xorbits/pull/798
* ENH: Fix DataFrame._data deprecated warnings by luweizheng in https://github.com/xorbitsai/xorbits/pull/793
* ENH: Fix gpu cudf `to_csv` by hucorz in https://github.com/xorbitsai/xorbits/pull/799
* ENH: Fix vineyard compatibility issue by luweizheng in https://github.com/xorbitsai/xorbits/pull/783
* ENH: fix cudf comp issue by luweizheng in https://github.com/xorbitsai/xorbits/pull/803
* BLD: Pin numpy<2.0 as xorbits is not fully prepared for it by luweizheng in https://github.com/xorbitsai/xorbits/pull/782
* BLD: Fix macos and windows build CI by luweizheng in https://github.com/xorbitsai/xorbits/pull/784
* BLD: Fix CI of uploading pypi by luweizheng in https://github.com/xorbitsai/xorbits/pull/785
* BLD: Fix macos build wheel CI by luweizheng in https://github.com/xorbitsai/xorbits/pull/789
* BLD: Fix Docker CI/CD workflow by Dawnfz-Lenfeng in https://github.com/xorbitsai/xorbits/pull/796
* BLD: Fix slurm CI/CD workflow by Dawnfz-Lenfeng in https://github.com/xorbitsai/xorbits/pull/801
* BLD: update CI test workflow yaml by hucorz in https://github.com/xorbitsai/xorbits/pull/802
* BLD: Fix asv workflow by luweizheng in https://github.com/xorbitsai/xorbits/pull/792
* REF: Delede code on pd < 1.2.2 by hucorz in https://github.com/xorbitsai/xorbits/pull/797
Bug fixes
* BUG: fix compatibility issue of df.sort_index() and df.groupby(sort=True) by luweizheng in https://github.com/xorbitsai/xorbits/pull/776
* BUG: fix CI of pypi & dockerhub by luweizheng in https://github.com/xorbitsai/xorbits/pull/777
Tests
* TST: compatible libs with pandas 1.5.3 by luweizheng in https://github.com/xorbitsai/xorbits/pull/775

New Contributors
* Dawnfz-Lenfeng made their first contribution in https://github.com/xorbitsai/xorbits/pull/779
* hucorz made their first contribution in https://github.com/xorbitsai/xorbits/pull/798

**Full Changelog**: https://github.com/xorbitsai/xorbits/compare/v0.7.2...v0.7.3

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