v0.2.0

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 #202
• ENH: execute refs in user ns eagerly by @UranusSeven in #217
• ENH: Support read_csv with passing skiprows by @aresnow1 in #218
• ENH: Automatically install some version-sensitive packages and select image for user by @ChengjieLi28 in #192
• REF: Move mars into xorbits by @aresnow1 in #195

Bug fixes

• BUG: group dataframe by anonymous series by @UranusSeven in #205
• BUG: Fix wrong length of DataFrame by @aresnow1 in #223

Tests

• TST: Add asv benchmarks by @aresnow1 in #200
• TST: Move Mars CI into xorbits by @aresnow1 in #207
• TST: added more CI by @qianduoduo0904 in #209
• TST: Add checks for _mars module by @aresnow1 in #219

Documentation

• DOC: Translate Kubernetes deployment docs by @ChengjieLi28 in #190
• DOC: add development doc by @qianduoduo0904 in #189
• DOC: fix links for README by @qianduoduo0904 in #194
• DOC: add links for index doc by @qianduoduo0904 in #197
• DOC: Add twitter link to README.md by @qianduoduo0904 in #201
• DOC: update benchmark links by @qianduoduo0904 in #224

Others

• FIX: scipy requires at least 1.4.0 for voigt_profile by @matrixji in #208
• CHORE: Update license by @aresnow1 in #199

New Contributors

• @matrixji made their first contribution in #208

Full Changelog: v0.1.2...v0.2.0