Azure Machine Learning Workspaces

Azure Machine Learning Workspaces API skill. Use when working with Azure Machine Learning Workspaces for providers, subscriptions. Covers 20 endpoints. Use when this capability is needed.

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Azure Machine Learning Workspaces

API version: 2019-06-01

Auth

OAuth2

Base URL

https://management.azure.com

Setup

Configure auth: OAuth2
GET /providers/Microsoft.MachineLearningServices/operations -- verify access
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	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 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}
"Create a listNode?" -> POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listNodes
"Create a listKey?" -> POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listKeys
"How to authenticate?" -> See Auth section

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

Source: Lap-Platform/claude-marketplace — distributed by TomeVault.

---name: azure-machine-learning-workspacesdescription: Azure Machine Learning Workspaces API skill. Use when working with Azure Machine Learning Workspaces for providers, subscriptions. Covers 20 endpoints. Use when this capability is needed.---# Azure Machine Learning WorkspacesAPI version: 2019-06-01## AuthOAuth2## Base URLhttps://management.azure.com## Setup1. Configure auth: OAuth22. GET /providers/Microsoft.MachineLearningServices/operations -- verify access3. POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/listKeys -- create first listKeys## Endpoints20 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 QuestionsMatch 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}- "Create a listNode?" -> POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listNodes- "Create a listKey?" -> POST /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}/listKeys- "How to authenticate?" -> See Auth section## 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](https://lap.sh)---> Source: [Lap-Platform/claude-marketplace](https://github.com/Lap-Platform/claude-marketplace) — distributed by [TomeVault](https://tomevault.io).

tomevault-io/skills-registry/tree/main/lap-platform--claude-marketplace--azure-machine-learning-workspaces commit b8dcbf8025

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