Azure Machine Learning Workspaces API

openapi: 3.1.0
info:
  title: Azure Machine Learning REST Operations Workspaces API
  description: Azure Machine Learning lets data scientists and developers build, train, and deploy machine learning models. The REST API manages workspaces, models, endpoints, deployments, jobs, datasets, and compute.
  version: '2024-01-01'
servers:
- url: https://management.azure.com
  description: Azure Resource Manager
security:
- azure_auth:
  - user_impersonation
tags:
- name: Workspaces
  description: Workspaces operations
paths:
  /subscriptions/{subscriptionId}/providers/Microsoft.MachineLearningServices/workspaces:
    get:
      operationId: listWorkspacesBySubscription
      summary: Azure Machine Learning REST API List by subscription
      description: Lists all workspaces resources within the specified subscription.
      tags:
      - Workspaces
      parameters:
      - $ref: '#/components/parameters/subscriptionId'
      - $ref: '#/components/parameters/apiVersion'
      responses:
        '200':
          description: Resource list
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceList'
        default:
          description: Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
  /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces:
    get:
      operationId: listWorkspacesByResourceGroup
      summary: Azure Machine Learning REST API List by resource group
      description: Lists all workspaces resources within the specified resource group.
      tags:
      - Workspaces
      parameters:
      - $ref: '#/components/parameters/subscriptionId'
      - $ref: '#/components/parameters/resourceGroupName'
      - $ref: '#/components/parameters/apiVersion'
      responses:
        '200':
          description: Resource list
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ResourceList'
        default:
          description: Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
  ? /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{name}
  : parameters:
    - $ref: '#/components/parameters/subscriptionId'
    - $ref: '#/components/parameters/resourceGroupName'
    - name: name
      in: path
      required: true
      description: Name of the resource.
      schema:
        type: string
    - $ref: '#/components/parameters/apiVersion'
    get:
      operationId: getWorkspaces
      summary: Azure Machine Learning REST API Get resource
      description: Gets a specific workspaces resource.
      tags:
      - Workspaces
      responses:
        '200':
          description: Resource
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Resource'
        '404':
          description: Not found
        default:
          description: Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
    put:
      operationId: createOrUpdateWorkspaces
      summary: Azure Machine Learning REST API Create or update resource
      description: Creates or updates a workspaces resource.
      tags:
      - Workspaces
      requestBody:
        required: true
        content:
          application/json:
            schema:
              $ref: '#/components/schemas/Resource'
      responses:
        '200':
          description: Resource updated
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Resource'
        '201':
          description: Resource created
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Resource'
        default:
          description: Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
    patch:
      operationId: updateWorkspaces
      summary: Azure Machine Learning REST API Update resource
      description: Updates a workspaces resource.
      tags:
      - Workspaces
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              additionalProperties: true
      responses:
        '200':
          description: Resource updated
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/Resource'
        default:
          description: Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
    delete:
      operationId: deleteWorkspaces
      summary: Azure Machine Learning REST API Delete resource
      description: Deletes a workspaces resource.
      tags:
      - Workspaces
      responses:
        '200':
          description: Resource deleted
        '202':
          description: Deletion accepted
        '204':
          description: Resource not found or already deleted
        default:
          description: Error
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
components:
  schemas:
    ResourceList:
      type: object
      properties:
        value:
          type: array
          items:
            $ref: '#/components/schemas/Resource'
        nextLink:
          type: string
          description: URL to the next page of results.
    ErrorResponse:
      type: object
      properties:
        error:
          type: object
          properties:
            code:
              type: string
            message:
              type: string
            target:
              type: string
    Resource:
      type: object
      properties:
        id:
          type: string
          description: Resource ID.
        name:
          type: string
          description: Resource name.
        type:
          type: string
          description: Resource type.
        location:
          type: string
          description: Resource location.
        tags:
          type: object
          additionalProperties:
            type: string
        properties:
          type: object
          description: Resource-specific properties.
  parameters:
    subscriptionId:
      name: subscriptionId
      in: path
      required: true
      description: The ID of the target subscription.
      schema:
        type: string
    resourceGroupName:
      name: resourceGroupName
      in: path
      required: true
      description: The name of the resource group.
      schema:
        type: string
    apiVersion:
      name: api-version
      in: query
      required: true
      description: The API version to use for this operation.
      schema:
        type: string
  securitySchemes:
    azure_auth:
      type: oauth2
      description: Azure Active Directory OAuth2 Flow.
      flows:
        implicit:
          authorizationUrl: https://login.microsoftonline.com/common/oauth2/authorize
          scopes:
            user_impersonation: Impersonate your user account
externalDocs:
  description: Azure Machine Learning REST API Documentation
  url: https://learn.microsoft.com/en-us/azure/machine-learning/
x-generated-from: https://learn.microsoft.com/en-us/azure/machine-learning/
x-generated-by: claude-crawl-2026-05-08