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

V2.13.0

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}).
  • New: Allow uploading multiple files/directories at once using -m/--mount CLI flag (polyaxon run -m dir1 -m dir2:dest2).
  • New: Add AND/OR keywords and parentheses grouping support to PQL (e.g., (status:succeded OR metrics.loss:<=0.08) AND kind:job).
  • Enhancement: Update fs backend and dependencies.
  • Fix: Issue listing artifacts, backend was passing wrong parameters to the store.

Client

  • Enhancement: Add support for py3.14.
  • Fix: Issue with logging video due to a change in numpy/scipy in new python versions.

TraceML

  • Enhancement: Add support for pandas v3.

Commercial

  • Security: Fix CVE issues.
  • Security: Remove critical vulnerabilities.