Xorbits

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

What's new in 0.6.0 (2023-09-08)
These are the changes in xorbits v0.6.0.
New features
* FEAT: support loading zip file for read_parquet by YibinLiu666 in https://github.com/xorbitsai/xorbits/pull/662
Enhancements
* ENH: Use memoryview to open reader in MMAP storage backend by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/675
* ENH: Compatible with Pandas 2.1.0 by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/679
* ENH: Improve use_arrow_dtype for pandas 2.0+ by codingl2k1 in https://github.com/xorbitsai/xorbits/pull/580
* ENH: Default enable arrow dtype for read_parquet if pandas>=2.1 by codingl2k1 in https://github.com/xorbitsai/xorbits/pull/685
Bug fixes
* BUG: ipython data missing columns due to column pruning by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/681
Documentation
* DOC: Readme for tpch benchmark script by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/676
Others
* Add support to import xorbits.numpy.special functions by luweizheng in https://github.com/xorbitsai/xorbits/pull/683
* CHORE: Fix Pandas <= 2.0.3 for now by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/678
* CHORE: fsspec as dependency by aresnow1 in https://github.com/xorbitsai/xorbits/pull/686


**Full Changelog**: https://github.com/xorbitsai/xorbits/compare/v0.5.2...v0.6.0

What's new in 0.5.2 (2023-08-30)
These are the changes in xorbits v0.5.2.
New features
* FEAT: MMAP storage backend by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/674
Enhancements
* ENH: Use arrow table to transfer dataset meta by codingl2k1 in https://github.com/xorbitsai/xorbits/pull/663
Bug fixes
* BUG: Fix dtypes of `pd.pivot_table` by aresnow1 in https://github.com/xorbitsai/xorbits/pull/668
* BUG: Fix tpch by codingl2k1 in https://github.com/xorbitsai/xorbits/pull/670
Tests
* TST: Add test_put_get_arrow by codingl2k1 in https://github.com/xorbitsai/xorbits/pull/656
Others
* CHORE: Modify required reviews by aresnow1 in https://github.com/xorbitsai/xorbits/pull/665
* CHORE: disable infer_datetime_format option to reduce warnings by ChengjieLi28 in https://github.com/xorbitsai/xorbits/pull/673


**Full Changelog**: https://github.com/xorbitsai/xorbits/compare/v0.5.1...v0.5.2