Azure Machine Learning REST API — Workspaces

naftiko: 1.0.0-alpha2
info:
  label: Azure Machine Learning REST API — Workspaces
  description: 'Azure Machine Learning REST API — Workspaces. 6 operations. Lead operation: Azure Machine Learning REST API
    List by subscription. Self-contained Naftiko capability covering one Microsoft Azure Machine Learning business surface.'
  tags:
  - Microsoft Azure Machine Learning
  - Workspaces
  created: '2026-05-19'
  modified: '2026-05-19'
binds:
- namespace: env
  keys:
    MICROSOFT_AZURE_MACHINE_LEARNING_API_KEY: MICROSOFT_AZURE_MACHINE_LEARNING_API_KEY
capability:
  consumes:
  - type: http
    namespace: microsoft-azure-machine-learning-workspaces
    baseUri: https://management.azure.com
    description: Azure Machine Learning REST API — Workspaces business capability. Self-contained, no shared references.
    resources:
    - name: subscriptions-subscriptionId-providers-Microsoft.MachineLearningServices-workspa
      path: /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/workspaces
      operations:
      - name: listworkspacesbysubscription
        method: GET
        description: Azure Machine Learning REST API List by subscription
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces
      operations:
      - name: listworkspacesbyresourcegroup
        method: GET
        description: Azure Machine Learning REST API List by resource group
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    - name: subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof
      path: /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{name}
      operations:
      - name: getworkspaces
        method: GET
        description: Azure Machine Learning REST API Get resource
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
      - name: createorupdateworkspaces
        method: PUT
        description: Azure Machine Learning REST API Create or update resource
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
      - name: updateworkspaces
        method: PATCH
        description: Azure Machine Learning REST API Update resource
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
        inputParameters:
        - name: body
          in: body
          type: object
          description: Request body (JSON).
          required: true
      - name: deleteworkspaces
        method: DELETE
        description: Azure Machine Learning REST API Delete resource
        outputRawFormat: json
        outputParameters:
        - name: result
          type: object
          value: $.
    authentication:
      type: bearer
      token: '{{env.MICROSOFT_AZURE_MACHINE_LEARNING_API_KEY}}'
  exposes:
  - type: rest
    namespace: microsoft-azure-machine-learning-workspaces-rest
    port: 8080
    description: REST adapter for Azure Machine Learning REST API — Workspaces. One Spectral-compliant resource per consumed
      operation, prefixed with /v1.
    resources:
    - path: /v1/subscriptions/{subscriptionid}/providers/microsoft-machinelearningservices/workspaces
      name: subscriptions-subscriptionid-providers-microsoft-machinelearningservices-workspa
      description: REST surface for subscriptions-subscriptionId-providers-Microsoft.MachineLearningServices-workspa.
      operations:
      - method: GET
        name: listworkspacesbysubscription
        description: Azure Machine Learning REST API List by subscription
        call: microsoft-azure-machine-learning-workspaces.listworkspacesbysubscription
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-machinelearningservices/workspaces
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: GET
        name: listworkspacesbyresourcegroup
        description: Azure Machine Learning REST API List by resource group
        call: microsoft-azure-machine-learning-workspaces.listworkspacesbyresourcegroup
        outputParameters:
        - type: object
          mapping: $.
    - path: /v1/subscriptions/{subscriptionid}/resourcegroups/{resourcegroupname}/providers/microsoft-machinelearningservices/workspaces/{name}
      name: subscriptions-subscriptionid-resourcegroups-resourcegroupname-providers-microsof
      description: REST surface for subscriptions-subscriptionId-resourceGroups-resourceGroupName-providers-Microsof.
      operations:
      - method: GET
        name: getworkspaces
        description: Azure Machine Learning REST API Get resource
        call: microsoft-azure-machine-learning-workspaces.getworkspaces
        outputParameters:
        - type: object
          mapping: $.
      - method: PUT
        name: createorupdateworkspaces
        description: Azure Machine Learning REST API Create or update resource
        call: microsoft-azure-machine-learning-workspaces.createorupdateworkspaces
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
      - method: PATCH
        name: updateworkspaces
        description: Azure Machine Learning REST API Update resource
        call: microsoft-azure-machine-learning-workspaces.updateworkspaces
        with:
          body: rest.body
        outputParameters:
        - type: object
          mapping: $.
      - method: DELETE
        name: deleteworkspaces
        description: Azure Machine Learning REST API Delete resource
        call: microsoft-azure-machine-learning-workspaces.deleteworkspaces
        outputParameters:
        - type: object
          mapping: $.
  - type: mcp
    namespace: microsoft-azure-machine-learning-workspaces-mcp
    port: 9090
    transport: http
    description: MCP adapter for Azure Machine Learning REST API — Workspaces. One tool per consumed operation, routed inline
      through this capability's consumes block.
    tools:
    - name: azure-machine-learning-rest-api
      description: Azure Machine Learning REST API List by subscription
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: microsoft-azure-machine-learning-workspaces.listworkspacesbysubscription
      outputParameters:
      - type: object
        mapping: $.
    - name: azure-machine-learning-rest-api-2
      description: Azure Machine Learning REST API List by resource group
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: microsoft-azure-machine-learning-workspaces.listworkspacesbyresourcegroup
      outputParameters:
      - type: object
        mapping: $.
    - name: azure-machine-learning-rest-api-3
      description: Azure Machine Learning REST API Get resource
      hints:
        readOnly: true
        destructive: false
        idempotent: true
      call: microsoft-azure-machine-learning-workspaces.getworkspaces
      outputParameters:
      - type: object
        mapping: $.
    - name: azure-machine-learning-rest-api-4
      description: Azure Machine Learning REST API Create or update resource
      hints:
        readOnly: false
        destructive: false
        idempotent: true
      call: microsoft-azure-machine-learning-workspaces.createorupdateworkspaces
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: azure-machine-learning-rest-api-5
      description: Azure Machine Learning REST API Update resource
      hints:
        readOnly: false
        destructive: false
        idempotent: true
      call: microsoft-azure-machine-learning-workspaces.updateworkspaces
      with:
        body: tools.body
      outputParameters:
      - type: object
        mapping: $.
    - name: azure-machine-learning-rest-api-6
      description: Azure Machine Learning REST API Delete resource
      hints:
        readOnly: false
        destructive: true
        idempotent: true
      call: microsoft-azure-machine-learning-workspaces.deleteworkspaces
      outputParameters:
      - type: object
        mapping: $.