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

V2.1.8

UI

  • Enhancement: Automatically show/hide sidebar.

Deployment

  • Enhancement: Add annotations for agent scheduling’s service accounts.
  • Enhancement: Add missing socat package to the deployment.
  • Enhancement: Add protocol to proxy configuration.
  • Enhancement: Add vim package to base docker images.

V2.1.7

CLI

  • Enhancement: Add push command to sync local artifact/component/model versions with a remote server.
  • Fix: Issue with component pull command.

UI

  • Enhancement: Move workload metadata information in run’s overview to show agent version and agent host if available.

Commercial

  • Enhancement: Add support for agent host setting.

V2.1.6

Core

  • Enhancement: Update filesystems versions.
  • Security: Fix CVE issues.

Tracking

  • Enhancement: Add extension to log_image_with_boxes.

Deployment

  • Enhancement: Add flag to skip mounting volumes, secrets, and configs that are present in multiple connections.

V2.1.5

UI

  • Fix: Regression in step widget configuration.

Commercial

  • Enhancement: Allow setting console backend for email without debug mode.

V2.1.4

Tracking

  • Enhancement: Add model extension to keras callback.

UI

  • New: Add dashboard level configuration to set smoothing, x-axis, and other sections and widgets settings.
  • New: Add section level configuration to set smoothing, x-axis, and other widgets settings.
  • New: Add possibility to freeze widgets and sections settings.
  • Enhancement: Improve drag and drop in dashboards.

V2.1.3

UI

  • Enhancement: Increase offsets for fetching information in several UI components.
  • Fix: Issue lineage dropdown limiting the number of artifacts to 100 when promoting a run to a model version or an artifact version.

Commercial

  • New: Add namespaces restriction to the project settings.
  • New: Add policies to create organization level restrictions and reuse them across projects.
  • Enhancement: Improve operation namespace resolution.
  • Fix: Regression with settings agents restriction in project settings.

V2.1.2

Core

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

Agent

  • 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: 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.