v0.7.3

[qinxuye]

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 ([BACKPORT] Add _binary_roc_auc_score method (#2403) #2477, thanks @Divyanshu-Singh-Chauhan!)
• Web
  • Support visualizing subtask graphs on Mars Web ([BACKPORT] Support visualizing subtask graphs on Mars Web (#2426) #2471, thanks @RandomY-2!)
• Others
  • Revisit {from,to}_vineyard for tensors and dataframes ([BACKPORT] Revisit {from,to}_vineyard for tensors and dataframes (#2419) #2436)
  • Add nightly builds for docker images ([BACKPORT] Add nightly builds for docker images (#2456) #2462)
  • Make cmdline support third party modules ([BACKPORT] Make cmdline support third party modules (#2454) #2472)

Bug fixes

• Fix df/series.{apply, map_chunk} when some chunk output empty data ([BACKPORT] Fix df/series.{apply, map_chunk} when some chunk output empty data (#2434) #2437)
• Fix missing DAGs when initializing with empty API results ([BACKPORT] Fix missing DAGs when initializing with empty API results (#2439) #2442, thanks @RandomY-2!)
• Fix skew and kurt errors under MacOS ([BACKPORT] Fix skew and kurt errors under MacOS (#2443) #2445)
• Fix usage of kubernetes image ([BACKPORT] Fix usage of kubernetes image (#2446) #2448)
• Fix timeout error when waiting for a submitted task ([BACKPORT] Fix timeout error when waiting for a submitted task (#2457) #2461)
• Fix misuse of name parameter in DataFrame align ([BACKPORT] Fix misuse of name parameter in DataFrame align (#2469) #2473, thanks @qxzhou1010!)
• Fix hang when start sub pool fails ([BACKPORT] Fix hang when start sub pool fails (#2468) #2476)

Tests

• Fix coverage for Azure pipeline ([BACKPORT] Fix coverage for Azure pipeline (#2474) #2475)

---

This discussion was created from the release v0.7.3.