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v0.7.0rc2

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@qinxuye qinxuye released this 09 Jul 11:25
· 458 commits to master since this release
v0.7.0rc2
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This is the release notes of v0.7.0rc2. See here for the complete list of solved issues and merged PRs.

New Features

  • Services
    • Support setting task progress in context (#2192)
  • Web
    • Implement essential APIs for Web (#2181)
    • Use React framework to rewrite Mars UI (#2135)
  • Deploy
    • Cluster config support third party modules (#2171)

Enhancements

  • Use aiohttp to handle web requests (#2183)
  • Add stop methods for all services (#2194)
  • Move fetch method from StorageManagerActor to StorageHandlerActor (#2196)
  • Isolate client and cluster in a separated event loop and thread (#2168)

Bug fixes

  • Fix unexpected NaNs in groupby-agg (#2177)
  • Fix groupby on indexes with duplicate items (#2186)
  • Fix starting multiple workers in shared file system (#2189)
  • Fix import error in master branch (#2190)
  • [Ray] ray two way hang-detectable channel (#2170)
  • Fix compatibility issue for pandas 1.3 (#2197)
  • Fix deserializing task errors on web clients (#2199)
  • Make window function under old pandas versions work (#2204)
  • Fix concatenating row chunks with MultiIndex (#2205)
  • Fix merge_index_value when index_values come from multi range indexes (#2207)
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