Xorbits

What's new in 0.2.2 (2023-04-03)
These are the changes in xorbits v0.2.2.
New features
* FEAT: impl rolling.corr by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/313
Enhancements
* ENH: globally enable task info collection by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/228
* ENH: Support xorbits.numpy.random fallback to numpy by RandomY-2 in https://github.com/xprobe-inc/xorbits/pull/244
* ENH: dump runtime stats to cloud storage systems by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/243
* ENH: Session id is prefixed with namespace in the k8s environment by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/259
* ENH: Use `get_index_and_uuid` to get device uuid by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/242
* ENH: logging improvements by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/257
* ENH: do not use global variable for profiling by qianduoduo0904 in https://github.com/xprobe-inc/xoscar/pull/11
* ENH: remove tblib by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/293
* ENH: use a single tempdir by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/296
* ENH: init extension entry point when importing by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/299
* ENH: support numpy fallback by RandomY-2 in https://github.com/xprobe-inc/xorbits/pull/284
* BLD: Fixes cython compilation failures in Python 3.11. by sighingnow in https://github.com/xprobe-inc/xorbits/pull/252
* BLD: Fix requirements for building wheel by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/263
* BLD: Add python *cp311* wheel support & drop *cp37* wheel build by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/272
* BLD: Drop Python 3.7 and support Python 3.11 for docker and CI by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/274
* BLD: Xoscar in Xorbits base image by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/281
* BLD: Trigger docker cd manually by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/286
* CLN: Remove `_is_exiting_future` by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/230
* CLN: Remove code related to caching function by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/239
* CLN: Remove `read_raydataset` by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/307
* REF: use Xoscar as dependency for actor layer by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/279
Bug fixes
* BUG: add sleep when waiting for endpoint ready in K8s by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/241
* BUG: delete node_modules dir in docker by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/265
* BUG: Fix np.einsum error when computing trace by RandomY-2 in https://github.com/xprobe-inc/xorbits/pull/262
* BUG: handle interactive exec exception by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/270
* BUG: fix error when inputting 1d array for np.tril by jiayini1119 in https://github.com/xprobe-inc/xorbits/pull/283
* BUG: default logging not applied in interactive mode by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/287
* BUG: Stop uploading node info after interpreter shutdown by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/291
* BUG: runtime error caused by read_csv and read_parquet with relative path by aa452948257 in https://github.com/xprobe-inc/xorbits/pull/292
Tests
* TST: GPU CI by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/240
* TST: Add "_mars" directory to coverage by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/305
Documentation
* DOC: logging by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/306
* DOC: K8s drops support for 3.7 and adds support for 3.11 by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/314
Others
* Chore(deps-dev): Bump webpack from 5.75.0 to 5.76.0 in /python/xorbits/web/ui by dependabot in https://github.com/xprobe-inc/xorbits/pull/275
* CHORE: Move gpu workflow into python.yaml by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/256
* CHORE: Fix conditions of mergify by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/260
* CHORE: Fix url in setup.cfg by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/261
* CHORE: Update codespell by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/264
* CHORE: Fix openssl version in k8s by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/266
* CHORE: Add permissions for mergify by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/294
* CHORE: Revert "Add permissions for mergify (294)" by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/302

New Contributors
* jiayini1119 made their first contribution in https://github.com/xprobe-inc/xorbits/pull/283
* aa452948257 made their first contribution in https://github.com/xprobe-inc/xorbits/pull/292

**Full Changelog**: https://github.com/xprobe-inc/xorbits/compare/v0.2.1...v0.2.2

What's new in 0.2.1 (2023-03-17)
These are the changes in xorbits v0.2.1.
Enhancements
* ENH: globally enable task info collection by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/228
* ENH: Support xorbits.numpy.random fallback to numpy by RandomY-2 in https://github.com/xprobe-inc/xorbits/pull/244
* ENH: dump runtime stats to cloud storage systems by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/243
* ENH: Session id is prefixed with namespace in the k8s environment by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/259
* ENH: Use `get_index_and_uuid` to get device uuid by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/242
* ENH: logging improvements by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/257
* BLD: Fixes cython compilation failures in Python 3.11. by sighingnow in https://github.com/xprobe-inc/xorbits/pull/252
* BLD: Fix requirements for building wheel by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/263
* BLD: Add python *cp311* wheel support & drop *cp37* wheel build by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/272
* BLD: Drop Python 3.7 and support Python 3.11 for docker and CI by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/274
* CLN: Remove `_is_exiting_future` by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/230
* CLN: Remove code related to caching function by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/239
Bug fixes
* BUG: add sleep when waiting for endpoint ready in K8s by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/241
* BUG: delete node_modules dir in docker by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/265
* BUG: Fix np.einsum error when computing trace by RandomY-2 in https://github.com/xprobe-inc/xorbits/pull/262
* BUG: handle interactive exec exception by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/270
Tests
* TST: GPU CI by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/240
Others
* Chore(deps-dev): Bump webpack from 5.75.0 to 5.76.0 in /python/xorbits/web/ui by dependabot in https://github.com/xprobe-inc/xorbits/pull/275
* CHORE: Move gpu workflow into python.yaml by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/256
* CHORE: Fix conditions of mergify by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/260
* CHORE: Fix url in setup.cfg by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/261
* CHORE: Update codespell by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/264
* CHORE: Fix openssl version in k8s by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/266

New Contributors
* sighingnow made their first contribution in https://github.com/xprobe-inc/xorbits/pull/252

**Full Changelog**: https://github.com/xprobe-inc/xorbits/compare/v0.2.0...v0.2.1

What's new in 0.2.0 (2023-02-21)
Xorbits v0.2.0 mainly focuses on enhancing the **user experience**.

In terms of deployment, the new version includes a significant improvement to the `xorbits.deploy.kubernetes.client.new_cluster()` interface, which now automatically detects the local Python version and selects the corresponding Xorbits image when deploying a cluster. Additionally, to avoid dependency conflicts, the new version also automatically aligns with the specific version of certain dependencies, such as cloudpickle.

Regarding interactive user experience, the new version has optimized the delayed execution strategy, avoiding potential duplicate calculations during the analysis process and improving the performance of interactive analysis.

These enhancements should provide users with a more **seamless** and **efficient** experience when working with Xorbits.

Enhancements
* ENH: runtime stats by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/202
* ENH: execute refs in user ns eagerly by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/217
* ENH: Support `read_csv` with passing `skiprows` by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/218
* ENH: Automatically install some version-sensitive packages and select image for user by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/192
* REF: Move mars into xorbits by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/195
Bug fixes
* BUG: group dataframe by anonymous series by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/205
* BUG: Fix wrong length of DataFrame by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/223
Tests
* TST: Add asv benchmarks by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/200
* TST: Move Mars CI into xorbits by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/207
* TST: added more CI by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/209
* TST: Add checks for _mars module by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/219
Documentation
* DOC: Translate Kubernetes deployment docs by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/190
* DOC: add development doc by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/189
* DOC: fix links for README by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/194
* DOC: add links for index doc by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/197
* DOC: Add twitter link to README.md by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/201
* DOC: update benchmark links by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/224
Others
* FIX: scipy requires at least 1.4.0 for voigt_profile by matrixji in https://github.com/xprobe-inc/xorbits/pull/208
* CHORE: Update license by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/199


New Contributors
* matrixji made their first contribution in https://github.com/xprobe-inc/xorbits/pull/208

**Full Changelog**: https://github.com/xprobe-inc/xorbits/compare/v0.1.2...v0.2.0

What's new in 0.1.2 (2023-02-02)
These are the changes in xorbits v0.1.2.
Enhancements
* BLD: Docker image supports multi python versions by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/170
Bug fixes
* BUG: fix all the slack links by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/168
* BUG: update slack links by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/171
* BUG: Incompatible versions of Minikube and Kubernetes by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/172
* BUG: Workers pod may turn to running status before supervisor by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/177
Documentation
* DOC: Add note about installing requirements for 10 minutes to xorbits.numpy by RandomY-2 in https://github.com/xprobe-inc/xorbits/pull/176
* DOC: fix index and update po by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/178
* DOC: add `make html_zh_cn` by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/179
* DOC: add zh_CN translation for index by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/180
* DOC: fix translation by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/182
* DOC: Translate part of deployment documentations into zh_CN by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/181
* DOC: Fix ref link in deployment section by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/184
* DOC: zh_CN for Installation by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/185
* Doc: User guide by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/186
* DOC: getting started translation by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/187
Others
* Fix: change slack link by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/167
* CHORE: Update black by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/183
* Chore: update submodule by XprobeBot in https://github.com/xprobe-inc/xorbits/pull/188

New Contributors
* RandomY-2 made their first contribution in https://github.com/xprobe-inc/xorbits/pull/176

**Full Changelog**: https://github.com/xprobe-inc/xorbits/compare/v0.1.1...v0.1.2

What's new in 0.1.1 (2023-01-17)
These are the changes in xorbits v0.1.1.
Enhancements
* ENH: Make sure only one local cluster exists by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/150
* ENH: K8s deployment supports installing pip and conda packages by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/155
* ENH: Support aws and azure install options by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/164
* BLD: Xorbits CD for Dockerhub by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/146
Bug fixes
* BUG: Show xorbits release version and commit id on Web UI by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/165
Tests
* TST: Fix test_cluster hanging by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/149
Documentation
* DOC: Use one supervisoras example for cluster deployment by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/154
* DOC: Add i18n support by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/161
Others
* Chore(deps): Bump json5 from 2.2.1 to 2.2.3 in /python/xorbits/web/ui by dependabot in https://github.com/xprobe-inc/xorbits/pull/148
* Chore: update submodule by XprobeBot in https://github.com/xprobe-inc/xorbits/pull/163
* Chore: update submodule by XprobeBot in https://github.com/xprobe-inc/xorbits/pull/166

New Contributors
* dependabot made their first contribution in https://github.com/xprobe-inc/xorbits/pull/148
* XprobeBot made their first contribution in https://github.com/xprobe-inc/xorbits/pull/163

**Full Changelog**: https://github.com/xprobe-inc/xorbits/compare/v0.1.0...v0.1.1

These are the changes in xorbits v0.1.0.
New features
* FEAT: support starting via `python -m xorbits.{supervisor, worker}` by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/110
Enhancements
* ENH: pandas Series and Index fallbacks by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/117
* ENH: Make Xorbits Data iterable by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/118
* ENH: version disclaimers by UranusSeven in ENH: version disclaimers by UranusSeven · Pull Request 126 · xprobe-inc/xorbits
* ENH: Create mergify configuration by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/127
* ENH: Support kubernetes deploy by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/85
* ENH: replace head2head compare about API with gif for readme by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/134
* ENH: Stop executing DataRef when pycharm etc tries to evaluate properties in debug by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/141
Bug fixes
* BUG: Add cls method fallback warning by hoarjour in https://github.com/xprobe-inc/xorbits/pull/124
* BUG: handle at and iloc by hoarjour in https://github.com/xprobe-inc/xorbits/pull/116
* BUG: Set `use_arrow_dtype`'s default to False in TPCH benchmark by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/128
* BUG: Set `MARS_USE_CGROUP_STAT` environment when creating k8s cluster by aresnow1 in BUG: Set `MARS_USE_CGROUP_STAT` environment when creating k8s cluster by aresnow1 · Pull Request 14
Tests
* TST: enhance tests stability by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/125
* TST: Add codecov configuration by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/137
Documentation
* DOC: installation by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/114
* DOC: add deployment doc by qianduoduo0904 in DOC: add deployment doc by qianduoduo0904 · Pull Request 122 · xprobe-inc/xorbits
* DOC: Added API implemented version and plan by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/135
* DOC: documents about K8s deployment by ChengjieLi28 in https://github.com/xprobe-inc/xorbits/pull/131
* DOC: Added benchmark for readme & doc index by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/136
* DOC: refine README and doc index by qianduoduo0904 in https://github.com/xprobe-inc/xorbits/pull/145
Others
* Fix mergify configurations by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/129
* Switch merge method to squash by aresnow1 in Switch merge method to squash by aresnow1 · Pull Request 130 · xprobe-inc/xorbits
* Automatically update branch by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/132
* FIX: correct license by UranusSeven in https://github.com/xprobe-inc/xorbits/pull/143
* Chore: update submodule by qianduoduo0904 in Chore: update submodule by qianduoduo0904 · Pull Request 123 · xprobe-inc/xorbits
* CHORE: Bump copyright year by aresnow1 in https://github.com/xprobe-inc/xorbits/pull/138
* CHORE: Update pandas_vs_xorbits.gif by lipengsh in CHORE: Update pandas_vs_xorbits.gif by lipengsh · Pull Request 140 · xprobe-inc/xorbits

New Contributors
* lipengsh made their first contribution in CHORE: Update pandas_vs_xorbits.gif by lipengsh · Pull Request 140 · xprobe-inc/xorbits

**Full Changelog**: https://github.com/xprobe-inc/xorbits/compare/v0.0.1...v0.1.0