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v0.6.0rc1

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@qinxuye qinxuye released this 24 Nov 18:19
· 665 commits to master since this release
v0.6.0rc1
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Learn about vigilant mode.

This is the release notes of v0.6.0rc1. See here for the complete list of solved issues and merged PRs.

New Features

  • DataFrame
    • Implements {DataFrame,Series}.explode (#1714)
  • Learn
    • Support predicting on local LGBM models (#1716)

Enhancements

  • Add configuration page on Mars Web (#1697)
  • Add shared limit option for Mars worker (#1702)
  • Remount the shm directory in entrypoint.sh (#1700)
  • Add pure-dependent option for operands (#1706)
  • Remove prepare_inputs property on operands (#1709)
  • Use ReductionCompiler to support function aggregation in mars.dataframe.reduction (#1705)
  • Write into and read from merged files when data sizes are small (#1708)
  • Refactor builder and searcher of Proxima (#1710, thanks @rg070836rg!)

Bug fixes

  • Fix mars not working on ray cluster (#1712, thanks @fyrestone!)
  • Fix inferring dtype for series.map (#1722)
  • Fix sort functions of DataFrames on CUDA (#1723)
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