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

V2.14.1

Core

  • Enhancement: Improve project deletion to avoid locking the database in cascade queries.

Charts

  • Fix: Issue in template context in serviceAccountImagePullSecrets and additionalNamespaces range loop.

UI

  • Enhancement: Clean up charts and graphs logic.

Commercial

  • Enhancement: Add possibility to archive/restore agents and queues.
  • Enhancement: Improve agent/queue deletion to avoid locking the database in cascade queries.
  • Enhancement: Improve project deletion to avoid locking the database in cascade queries.
  • Enhancement: Improve errors messages when resolving agents and queues for runs.

V2.14.0

Core

  • Enhancement: Add cron to check for out-of-sync runs.
  • Enhancement: Always update the “last update” field in runs when the status is changed.
  • Enhancement: Add heartbeat cleanup for runs stuck in warning states.
  • Enhancement: Add heartbeat cron to fail runs stuck with pending uploads that were never completed.
  • Enhancement: Stop children runs when bulk archiving DAG/Matrix runs and include controller children in archive/restore.

Sidecar

  • Enhancement: Add guard to prevent sending 0 “since_last” to the k8s logs APIs, which causes the sidecar to crash in some k8s versions.

UI

  • New: Add scalar chart.
  • New: Add table chart.
  • New: Add violin chart.
  • New: Add boxplot chart.
  • New: Add sync cursor to allow comparing across charts.
  • New: Make brush selection in charts to be shared across charts.
  • New: Improve visualization of multiple runs in the compare dashboard.
  • New: Add support for regex based search of widgets in dashboards.
  • New: Add new stats table.
  • New: Allow customizing the tooltips with table of params/metrics.
  • Enhancement: Improve rendering and performance of charts.
  • Enhancement: Allow switching to data inspection for scalar, curve, bar, violin, and boxplot charts.
  • Enhancement: Make calls to the lineages lighter and faster.
  • Fix: Issue in compare dashboards not loading all artifacts lineages, which results in missing sections

Commercial

  • Enhancement: Improve promoting dashboard and searches by introducing a new visibility level.
  • Enhancement: Consolidated dashboard and search tables directly in the dropdown and remove confusing sidebar links.
  • Security: Fix CVE issues.