V1.14.3

Streams & Agent

  • Fix: Issue with sampling does not preserve series order.
  • Security: Update some packages with CVE and security issues.
  • Enhancement: Improve upload logic when streams service is configured with multiple replicas.

Core

  • Fix: Issue with unit sanitization and prevent compiler from raising an error.

UI

  • Security: Update some packages with CVE and security issues.
  • Enhancement: Improve logs viewer to better handle long log lines.
  • Enhancement: Add missing id / uid / uuid from the search suggestions.
  • Enhancement: Issue with new dashboard sections minimized by default.

Commercial

  • Enhancement: Improve Tags API and UI.

V1.14.2

Agent

  • Enhancement: Auto-cleaning.

Specification

  • New: Add possibility to set replicas and isExternal on services.
    • replicas: Optional value to provision more than a single replica for the service.
    • external: A flag to signal to Polyaxon that this service should not go through Polyaxon's auth.
  • Enhancement: Delay compilation of the init section until the full context is resolved.

Core

  • Security: Update some packages with CVE and security issues.

Commercial

  • Enhancement: Improve tags API and stats.
  • Fix: Issue with queue saturation when only the concurrency limit is set.
  • Fix: Issue that minimizes new sections that loads all events for a specific.

V1.14.1

Deployment & Setup

  • Enhancement: Expose per-service node scheduling (node selector, affinity, and tolerations).
  • Enhancement: Add operations/finalizers to the operator service account's apiGroups.
  • Enhancement: Add configuration for cleaner and notifier auxiliary containers to Helm chart values.

Docs

  • Enhancement: Improve model registry to reflect the new projects structure.
  • Enhancement: Add section to show users how they can configure a project's features to only host component, model, or artifact versions, e.g tensorboard.

UI

  • Enhancement: Update the graph view to allow drag-based panning and scroll based zooming.
  • Fix: Regression in agent > connections tab changing the state and breaking the UI.

Commercial

  • Enhancement: Improve roles selection dropdown to reduce confusion:
    • Only allow inviting a billing role from the billing seats table.
    • Do not show the viewer role on Starter and Platform plans, and only allow adding a user with viewer role using the read-only seats.
    • Enable a free billing seat on the Platform plan.
  • Enhancement: Add button to transfer a component/model/artifact version to a different project or to create a new project to host the new version.
  • Enhancement: Add button to clone a component/mode/artifact version.
  • Enhancement: Add button to automatically redirect to the runs table filtered by the component version.
  • Enhancement: Show latest runs by component version and their status, i.e. project/version: √ √ √ x x √.
  • Enhancement: Improve artifact/model version form to show relevant artifacts and add button to show all.
  • Enhancement: Add process to detect distressed or out-of-sync operations and logic to fix the issues.
  • Enhancement: Add process to check schedules without pending or active operations.
  • Enhancement: Improve agents manager to schedule recurrent rescans or operation checks.

v1.14.0

CLI

  • New: Improve CLI commands for registered components polyaxon components --help, models polyaxon models --help, and artifacts polyaxon artifacts --help.
  • Enhancement: Add --output/-o to polyaxon run ..., polyaxon ops get ..., and polyaxon ops ls ... to print the response.
    • polyaxon ... -o json or polyaxon ... -o paht=./path/data.json

Specification

  • New: Add modelRef and artifactRef initializers.

Core

  • New: Add model/component/artifact versions to ProjectClient.
  • Enhancement: Use name as the default project field instead of uuid.

UI

  • Enhancement: Add handling for up/down/enter keys in the search suggestions.
  • Enhancement: Do not show delete buttons on the run's artifacts tab when the run is promoted.
  • Enhancement: Add open/fold all to lineage tables.
  • Fix: Regression in the run's logs not filtering results when changing the search query.
  • Fix: Regression in the run's actions dropdown in the table not showing restart and resume buttons.

Commercial

  • New: Add queue saturation; a progress bar that displays the percentage used by the total concurrency or quota limit.
  • New: Add project level artifacts/datasets versioning.
  • New: Simplify components and models by providing the functionality within each project.
  • New: Automatically collect project components and track their versions:
    • Allows filtering all runs that use the same component.
  • Enhancement: Simplify promoting runs to a model or artifact version.
  • Enhancement: Allow to register the component used by a runs a component version to be used with --hub or hubRef:.