v0.7.3

This is the release notes of v0.7.3. See here for the complete list of solved issues and merged PRs.

New Features

• Learn
  • Add _binary_roc_auc_score method (#2477, thanks @Divyanshu-Singh-Chauhan!)
• Web
  • Support visualizing subtask graphs on Mars Web (#2471, thanks @RandomY-2!)
• Others
  • Revisit {from,to}_vineyard for tensors and dataframes (#2436)
  • Add nightly builds for docker images (#2462)
  • Make cmdline support third party modules (#2472)

Bug fixes

• Fix df/series.{apply, map_chunk} when some chunk output empty data (#2437)
• Fix missing DAGs when initializing with empty API results (#2442, thanks @RandomY-2!)
• Fix skew and kurt errors under MacOS (#2445)
• Fix usage of kubernetes image (#2448)
• Fix timeout error when waiting for a submitted task (#2461)
• Fix misuse of name parameter in DataFrame align (#2473, thanks @qxzhou1010!)
• Fix hang when start sub pool fails (#2476)

Tests

• Fix coverage for Azure pipeline (#2475)