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

V2.13.0 [WIP]

Core

  • Beta: Add support for pod failure policy https://kubernetes.io/docs/tasks/job/pod-failure-policy/ in termination.
  • New: Add support for mount section in polyaxonfile to declaratively upload artifacts/files.
  • New: Add support for short-form params syntax (batch_size: 32 instead of batch_size: {value: 32}).
  • Enhancement: Allow uploading multiple files/directories at once using -m/--mount CLI flag (polyaxon run -m dir1 -m dir2:dest2).

Client

  • Fix: Issue with logging video due to a change in numpy/scipy in new python versions.

Infra

  • Enhancement: Move from redis to valkey and use official chart.

Operator

UI

  • New: Add markdown, scalar, summary, lineage, and performance widgets.
  • Enhancement: Allow visualizing multiple images (index range) at the same time.
  • Enhancement: Do not render large artifacts and provide preview button.
  • Enhancement: Simplify switching to data view in metrics widgets.

Commercial

  • New: Stabilize and enable the new notifications/alerts/events layer to the clients to allow sending mid-run events to external systems.
  • New: Stabilize and enable automations to create a monitoring of conditions and events and trigger actions.
  • New: Stabilize and enable the control plane integrations.