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

V2.3.3

Core

  • Enhancement: Change default verify_ssl value from True to None for S3 storage to handle clusters with outdated SSL certificates.
  • Enhancement: Improve handling of env vars handling for connections.
  • Fix: Issue with compiler not respecting the build section’s configured queue, namespace, presets, … in the component version.
  • Fix: Issue with compiler not respecting the hook section’s configured queue, namespace, presets, … in the component version.
  • Fix: Issue with restarting runs with a hub reference.

Commercial

  • Enhancement: Add possibility to set restrictions on service accounts.

V2.3.2

Core

  • Fix: FS logic for local storage.

Operator

  • Fix: Regression with operator not detecting pod events correctly in K8S version 1.23 and below.
    • Revert Go version to 1.19 and kube-builder to 3.1.0.
    • Revert k8s.io/apimachinery to v0.26.1.

UI

  • Enhancement: Show x-axis labels on the metrics chart.
  • Enhancement: For linebreaks in the input/output’s json/yaml view.
  • Fix: Regression in IO table’s raw mode.

Commercial

  • Enhancement: Add view to show teams a member is part of.
  • Enhancement: Improve selection for team members for org roles manager and owner.
  • Enhancement: Add selected team route to automatically show on browsing.

V2.3.1

Core

  • Enhancement: Add a new flag AWS_ASSUME_ROLE to allow users to specify whether to assume the role or not.
  • Fix: Issue with S3 service automatically trying to assume arn role.

UI

  • Fix: Regression in project’s sidebar when the project is only a registry.

Commercial

  • Enhancement: Improve activity logs API performance.
  • Fix: Issue with activity logs event type filter.

V2.3.0

CLI

  • Fix: Regression in authenticating service accounts.

Operator

  • Enhancement: Update Kuberay operator to v1.
  • Enhancement: Update Polyaxon operator to use go 1.22 and kubebuilder 4.1.0.
  • Enhancement: Update Polyaxon operator to use OnFailure as default policy for restarts for KF distributed jobs.
  • Fix: Issue with KF operator not propagating labels and annotations for replicas.

Core

  • New: Collect pod events and service events.
  • Enhancement: Make OnFailure the default restart policy for Kubeflow distributed jobs.
  • Enhancement: Add ExitCode restart policy for Kubeflow distributed jobs.
  • Fix: Regression in query managers.
  • Fix: Regression in restart API returning a type instead of value which breaks the client.

UI

  • New: Add possibility to compare cross-project run’s metrics.
  • New: Add events to pod inspection view.
  • New: Add status and conditions to pod inspection view.
  • Enhancement: Restore possibility to dock the sidebar.
  • Enhancement: Update sidebar to show fewer icons for runs with dropdowns.
  • Enhancement: Move selected items actions to the table.
  • Enhancement: Add presets, queues, agents, and other resources to the sidebar on projects to show accessible or restricted resources.
  • Enhancement: Improve team space sidebar to not show all resources if it has a restriction policy attached.
  • Enhancement: Improve input/output’s json/yaml view to break lines.
  • Enhancement: Improve saved searches.
  • Enhancement: Add recommended searches.
  • Enhancement: Add current query spec and dashboard spec on save forms.
  • Enhancement: Increase pagination size for members table.
  • Enhancement: Enable project analytics for CE.
  • Fix: Regression in sorting members by name.
  • Fix: Regression with Dag/Matrix pipeline and graph views not showing old runs.
  • Fix: Regression with run’s stats not showing all data.
  • Fix: Regression with search editor breaking when pins clicking edit button of pins in chrome.

Commercial

  • New: Add possibility to set default team or organization space.
  • New: Add possibility to filter runs, projects, models, artifacts, and components by contributors.
  • New: Add possibility to filter activity logs by event type.
  • New: Add possibility to show runs table for a specific analytics view.
  • New: Allow saving analytics search and dashboard settings.
  • New: Allow saving filters on organization and team space levels.
  • New: Add filter by event type to the activity logs pages.
  • Enhancement: Show projects using a specific preset.
  • Enhancement: Expose configuration for cleaning intervals.
  • Fix: Issue with the team space stats.