--- name: azure-machine-learning-workspaces description: "Azure Machine Learning Workspaces API skill. Use when working with Azure Machine Learning Workspaces for providers, subscriptions. Covers 20 endpoints." version: 1.0.0 generator: lapsh --- # Azure Machine Learning Workspaces API version: 2019-06-01 ## Auth OAuth2 ## Base URL https://management.azure.com ## Setup 1. Configure auth: OAuth2 2. GET /providers/Microsoft.MachineLearningServices/operations -- lists all of the available azure machine learning workspaces rest api operations. 3. POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listKeys -- create first listKey ## Endpoints 20 endpoints across 2 groups. See references/api-spec.lap for full details. ### Providers | Method | Path | Description | |--------|------|-------------| | GET | /providers/Microsoft.MachineLearningServices/operations | Lists all of the available Azure Machine Learning Workspaces REST API operations. | ### Subscriptions | Method | Path | Description | |--------|------|-------------| | GET | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} | Gets the properties of the specified machine learning workspace. | | PUT | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} | Creates or updates a workspace with the specified parameters. | | DELETE | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} | Deletes a machine learning workspace. | | PATCH | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} | Updates a machine learning workspace with the specified parameters. | | GET | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces | Lists all the available machine learning workspaces under the specified resource group. | | POST | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listKeys | Lists all the keys associated with this workspace. This includes keys for the storage account, app insights and password for container registry | | POST | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/resyncKeys | Resync all the keys associated with this workspace. This includes keys for the storage account, app insights and password for container registry | | GET | /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/usages | Gets the current usage information as well as limits for AML resources for given subscription and location. | | GET | /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/vmSizes | Returns supported VM Sizes in a location | | POST | /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/updateQuotas | Update quota for each VM family in workspace. | | GET | /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/Quotas | Gets the currently assigned Workspace Quotas based on VMFamily. | | GET | /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/workspaces | Lists all the available machine learning workspaces under the specified subscription. | | GET | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes | Gets computes in specified workspace. | | GET | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} | Gets compute definition by its name. Any secrets (storage keys, service credentials, etc) are not returned - use 'keys' nested resource to get them. | | PUT | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} | Creates or updates compute. This call will overwrite a compute if it exists. This is a nonrecoverable operation. If your intent is to create a new compute, do a GET first to verify that it does not exist yet. | | PATCH | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} | Updates properties of a compute. This call will overwrite a compute if it exists. This is a nonrecoverable operation. | | DELETE | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} | Deletes specified Machine Learning compute. | | POST | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listNodes | Get the details (e.g IP address, port etc) of all the compute nodes in the compute. | | POST | /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listKeys | Gets secrets related to Machine Learning compute (storage keys, service credentials, etc). | ## Common Questions Match user requests to endpoints in references/api-spec.lap. Key patterns: - "List all operations?" -> GET /providers/Microsoft.MachineLearningServices/operations - "Get workspace details?" -> GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} - "Update a workspace?" -> PUT /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} - "Delete a workspace?" -> DELETE /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} - "Partially update a workspace?" -> PATCH /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName} - "List all workspaces?" -> GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces - "Create a listKey?" -> POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listKeys - "Create a resyncKey?" -> POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/resyncKeys - "List all usages?" -> GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/usages - "List all vmSizes?" -> GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/vmSizes - "Create a updateQuota?" -> POST /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/updateQuotas - "List all Quotas?" -> GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/locations/{location}/Quotas - "List all computes?" -> GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes - "Get compute details?" -> GET /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} - "Update a compute?" -> PUT /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} - "Partially update a compute?" -> PATCH /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} - "Delete a compute?" -> DELETE /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName} - "Create a listNode?" -> POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listNodes - "How to authenticate?" -> See Auth section above ## Response Tips - Check response schemas in references/api-spec.lap for field details - Create/update endpoints return the modified resource on success ## References - Full spec: See references/api-spec.lap for complete endpoint details, parameter tables, and response schemas > Generated from the official API spec by [LAP](https://lap.sh)