azure-machine-learning-workspaces

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 -- verify access
3. POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listKeys -- create first listKeys

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

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 workspaces?" -> GET /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/workspaces
• "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}

Response Tips

• Check response schemas in references/api-spec.lap for field details
• Create/update endpoints typically return the created/updated object

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