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@azure-sdk azure-sdk released this 14 May 19:08
azure-ai-ml_1.16.0
d12e171

1.16.0 (2024-05-14)

Features Added

  • Add experimental support for working with Promptflow evaluators: ml_client.evaluators.
  • Many changes to the Connection entity class and its associated operations.
  • Workspace Connection list, get, and create_or_update operations now include an optional populate_secrets input, which causes the operations to try making a secondary call to fill in the returned connections' credential info if possible. Only works with api key-based credentials for now.
  • Many workspace connection subtypes added. The full list of subclasses is now:
    • AzureBlobStoreConnection
    • AzureBlobStoreConnection
    • MicrosoftOneLakeConnection
    • AzureOpenAIConnection
    • AzureAIServicesConnection
    • AzureAISearchConnection
    • AzureContentSafetyConnection
    • AzureSpeechServicesConnection
    • APIKeyConnection
    • OpenAIConnection
    • SerpConnection
    • ServerlessConnection
  • Many workspace connections only accept api keys or entra ids for credentials. Since Entra IDs require not inputs, these have been refactored to not required a full credential object. Instead they only accept an api_key as a top-level input, and default to an entra credential otherwise. Their YAML schemas have been similarly altered.
  • Client-side credential-type validation added for some workspace connection types.
  • Added new credential type: AadCredentialConfiguration
  • Renamed WorkspaceHub class as Hub.
  • Added Project entity class and YAML support.
  • Project and Hub operations supported by workspace operations.
  • workspace list operation supports type filtering.
  • Add support for Microsoft Entra token (aad_token) auth in invoke and get-credentials operations.
  • Add experimental support for working with indexes: ml_client.indexes

Breaking Changes

  • Removed WorkspaceHubConfig entity, and renamed WorkspaceHub to Hub.
  • workspace_hub input of Workspace class hidden, renamed to hub_id, and re-surfaced in child class Project.
  • Removed Workspace Hub Operations from ML Client.
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