Azure Machinelearningservices Machinelearningservices

Azure Machine Learning Services is Microsoft Azure's platform for building, training, deploying, and managing machine learning models.

• 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.MachineLearningServices/operations — Lists all of the available Azure Machine Learning Workspaces REST API operations
• quotas_list — GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/Quotas — Gets the currently assigned Workspace Quotas based on VMFamily.
• usages_list — GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/usages — Gets the current usage information as well as limits for AML resources for given
• virtualmachinesizes_list — GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/vmSizes — Returns supported VM Sizes in a location
• workspaces_listbysubscription — GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/workspaces — Lists all the available machine learning workspaces under the specified subscrip
• workspaces_listbyresourcegroup — GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces — Lists all the available machine learning workspaces under the specified resource

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.