N.B.: If you are upgrading from polyaxon v1.x, please check the v2 release notes and the migration guide.

V2.9.0

Core

  • Enhancement: Update fs backend versions.
  • Fix: Regression in service installation.

UI

  • New: Add image, video, audio, text, html, and dataframe multi-run widgets to visualize multiple runs at the same time.
  • New: Data table widget for rendering multi-step events in addition to the per-step slider widget for:
    • audio events.
    • video events.
    • image events.
    • histogram events.
  • New: Add logs and resources view to quickly check health of agent pods.
  • New: Add step control to dashboards and sections to allow controlling multiple widgets at the same time.
  • Fix: Issue with visualizing CSV/Dataframe events.
  • Fix: Issue with slider widgets jumping when hovering.
  • Fix: Issue when the section changes the x-axis, the widget would not update.
  • Fix: Issue when the section changes the smoothness, the widget would not update.

Commercial

  • Enhancement: Add possibility to save searches on the global runs table.
  • Enhancement: Add possibility to save custom analytics searches.

V2.9.1

UI

  • Enhancement: Optimized the widget events renderer logic.
  • Enhancement: Optimized most expensive data processing functions for text, html, and dataframe events.
  • Enhancement: Use large dataframe by default for rendering html, text, and other dataframe data.
  • Enhancement: Implement viewport-based lazy loading for dashboard widgets and resources charts.
  • Enhancement: Add progressive loading for dashboard widgets and resource charts to dramatically improve initial page load performance.
  • Enhancement: Only widgets visible in the viewport are rendered immediately, with smart preloading for upcoming content.

V2.9.2

Core

  • Fix: Installation issues.