Azure Machinelearningcompute Machinelearningcompute

Azure Machine Learning Compute is an Azure service for creating and managing compute resources used to train and run machine learning workloads.

• 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

• machinelearningcompute_listavailableoperations — GET /providers/Microsoft.MachineLearningCompute/operations — Gets all available operations.
• operationalizationclusters_listbysubscriptionid — GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningCompute/operationalizationClusters — Gets the operationalization clusters in the specified subscription.
• operationalizationclusters_listbyresourcegroup — GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningCompute/operationalizationClusters — Gets the clusters in the specified resource group.
• operationalizationclusters_get — GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningCompute/operationalizationClusters/{clusterName} — Gets the operationalization cluster resource view. Note that the credentials are
• operationalizationclusters_createorupdate — PUT /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningCompute/operationalizationClusters/{clusterName} — Create or update an operationalization cluster.
• operationalizationclusters_delete — DELETE /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningCompute/operationalizationClusters/{clusterName} — Deletes the specified cluster.

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: machinelearningcompute_listavailableoperations
# (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.