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

V2.1.2

Core

  • Fix: Regression in deployment CE with scheduler.
  • Security: Fix CVE issues.

Agent

  • Fix: Fix issues with unclosed session warning logs.

Commercial

  • Enhancement: Improve multi-runs deletion process.
  • Fix: Issue with deletion of pending runs not being stopped.

V2.1.1

Agent

  • Enhancement: Improve agent logs collection and streaming.
  • Enhancement: Improve agent inspection logic.

UI

  • Enhancement: Enable agent logs viewing and streaming for versions higher than v2.1.
  • Enhancement: Enable agent inspection for agents for versions higher than v2.1.

V2.1.0

CLI

  • Enhancement: Add namespace to polyaxonfile manifests.
  • Enhancement: Update k8s manager to support overriding the namespace for deployments with multiple namespaces.

Core

  • Enhancement: Add automated artifacts management to local cron agent for sandbox deployment.
  • Enhancement: Update filesystems versions.
  • Security: Fix CVE issues.

Agent

  • Beta: Allow multi-namespace management.
  • Beta: Add agent reconciliation logic to clean monitored namespaces.
  • Beta: Add agent logs collection and streaming.
  • Beta: Add agent inspection logic.

Deployment

  • Enhancement: Improve service accounts and roles for deployments.
  • Fix: Fix issue with workers and concurrency deployment config for gateway service.

Operator

  • Enhancement: Add elastic policy and update scheduling policy
  • Enhancement: Add watch cluster to operator and agent deployment schema for multi-namespace management.
  • Enhancement: Update training operator.

UI

  • Enhancement: Improve raw Json/Yaml viewer.

Commercial

  • Enhancement: Add support for Okta groups.
  • Enhancement: Improve hmac logic.
  • Security: Fix CVE issues.