Azure Machinelearningexperimentation Machinelearningexperimentation

Azure Machine Learning Experimentation is an Azure service API for organizing, running, and tracking machine learning experiments.

• Base URL: https://management.azure.com
• Auth: OAuth 2.0 (user-delegated) — attach an InTouch oauth credential. Mint one with itcli.py /oauth <provider> (device-code) or /google-auth (Google); the server auto-refreshes the access token before each run, so the connector never handles or stores tokens.

Operations

• operations_list — GET /providers/Microsoft.MachineLearningExperimentation/operations — Lists all of the available Azure Machine Learning Team Accounts REST API operati
• accounts_list — GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningExperimentation/accounts — Lists all the available machine learning team accounts under the specified subsc
• accounts_listbyresourcegroup — GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningExperimentation/accounts — Lists all the available machine learning team accounts under the specified resou
• accounts_get — GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningExperimentation/accounts/{accountName} — Gets the properties of the specified machine learning team account.
• workspaces_listbyaccounts — GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningExperimentation/accounts/{accountName}/workspaces — Lists all the available machine learning workspaces under the specified team acc
• workspaces_get — GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningExperimentation/accounts/{accountName}/workspaces/{workspaceName} — Gets the properties of the specified machine learning workspace.

Inputs

• a linked oauth credential (no key inputs) — the server injects a fresh Authorization: Bearer from it
• operation — one of the operations above
• path parameters when an operation's path contains {...}
• query — optional JSON object of query params
• body — JSON object for create/update ops

Example

operation: operations_list
# (attach an 'oauth' credential to the task — no inline secrets)

Publishes

The keys a later task may reference as {{taskName.key}}. Referencing anything not listed here resolves to nothing at run time.

• error
• operation
• result
• status

Input Properties

Every property this tool accepts, from its own tool.iml.