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Version: Cloud

1.46.0

Release notes​

✨ New features​

  • Temporary Docker credentials
    Use temporary Docker credentials to safely pull your custom Docker image. Fill in your registry, username and temporary token to authenticate to your image registry.

  • OpenID Connect integration for Deployment
    With the new OpenID Connect integration(OIDC) you can connect to Deployments using your own identity provider. Configure subjects that have access to the Deployments on the Authorization page. The deployment token page has been restyled and is now also found on the Authorization page.

  • Optional Git repositories
    Managed deployments can now be used without having a linked Git repository, allowing for full flexibility.

  • Use-case labels
    Added support to mark deployments with use-case labels at workspace level.

🛠️ Improvements​

  • Breaking change: Removed the deprecated endpoint for retrieving a single prediction log. Use the prediction logs endpoint instead using the id query parameter as filter
  • Breaking change: Removed the deprecated endpoints for creating/updating Azure Machine Learning and SageMaker Deployments. Use the generic Deployment endpoints instead using the deploymentType attribute
  • Enterprise users can now configure the minimum and maximum of Deeploy service pods. Note: defineResourcesLimits in the helm values has been replaced with resourceLimits.enabled
  • Increased batch inference speed
  • Pagination of prediction logs is now maintained when switching pages or sharing the link
  • Improved handling of errors related to expired sessions
  • Added OVHcloud and Scaleway to the integrations documentation
  • Improved the user experience for notifications from deleted Deployments
  • Increased the model card size on the Deployment dashboard
  • Added support to deploy onnx models
  • Dropdowns are now always sorted alphabetically unless a more logical sorting applies
  • Added zoom support to line charts
  • Added filter and sorting support to deployment overview
  • Improved the breadcrumbs for the Deployment navigation on smaller screens
  • Improved error handling for creating evaluations
  • Always authenticate DockerHub image pulls (for Deployment containers). Private cloud users can enable this in the Deeploy helm chart

🐛 Bug fixes​

  • Fixed an issue where featureLabels were not available in the response of predict and explain endpoints
  • Fixed an issue where approvers could no longer deploy pending version