Microsoft Azure

Microsoft Azure DataStoreDefault API

The DataStoreDefault API from Microsoft Azure — 2 operation(s) for datastoredefault.

Documentation GitHub OpenAPI

Operations 2

Each operation below carries the questions people ask an LLM about it and the instructions they give an agent to run it. Generated by API Evangelist overlay

PUT /datastore/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/default/{name} Set the default datastore of an ML workspace · Microsoft Azure Set A Default Datastore #

Ask an LLM

“How do I change which datastore my Azure Machine Learning workspace uses by default?”

“Can I make a registered blob datastore the workspace default?”

Tell an agent

Make datastore {name} the default in workspace {workspaceName} ({resourceGroupName}, sub {subscriptionId}).

Set {name} as the default datastore for workspace {workspaceName}.

GET /datastore/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/default Get the default datastore of an ML workspace · Microsoft Azure Get The Default Datastore #

Ask an LLM

“Which datastore is currently the default in my ML workspace?”

“Where does my Azure Machine Learning workspace write data by default?”

Tell an agent

Get the default datastore of workspace {workspaceName} in {resourceGroupName}, subscription {subscriptionId}.

Show workspace {workspaceName}'s default datastore.

Documentation

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Specifications

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OpenAPI Specification

openapi: 3.2.0
info:
  version: '2019-09-30'
  title: Microsoft Azure Azure Machine Learning Datastore Management…
security:
- azure_auth:
  - user_impersonation
tags:
- name: DataStoreDefault
paths:
  ? /datastore/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/default/{name}
  : put:
      tags:
      - DataStoreDefault
      summary: Microsoft Azure Set A Default Datastore
      description: Set a default Datastore in the workspace.
      operationId: microsoftAzureDatastoresSetdefault
      parameters:
      - $ref: '#/components/parameters/subscriptionIdParameter'
      - $ref: '#/components/parameters/resourceGroupNameParameter'
      - $ref: '#/components/parameters/workspaceNameParameter'
      - name: name
        in: path
        description: The Datastore name.
        required: true
        schema:
          type: string
      responses:
        '200':
          description: The default Datastore is set successfully.
        default:
          description: Error response describing why the operation failed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
  ? /datastore/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/default
  : get:
      tags:
      - DataStoreDefault
      summary: Microsoft Azure Get The Default Datastore
      description: Get the default Datastore in the workspace.
      operationId: microsoftAzureDatastoresGetdefault
      parameters:
      - $ref: '#/components/parameters/subscriptionIdParameter'
      - $ref: '#/components/parameters/resourceGroupNameParameter'
      - $ref: '#/components/parameters/workspaceNameParameter'
      responses:
        '200':
          description: The default Datastore is returned successfully.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/DataStore'
        default:
          description: Error response describing why the operation failed.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorResponse'
components:
  schemas:
    AzurePostgreSql:
      type: object
      properties:
        serverName:
          description: The Azure PostgreSQL server name
          type: string
        databaseName:
          description: The Azure PostgreSQL database name
          type: string
        userId:
          description: The Azure PostgreSQL user id
          type: string
        userPassword:
          description: The Azure PostgreSQL user password
          type: string
        portNumber:
          description: The Azure PostgreSQL port number
          type: string
        endpoint:
          description: The Azure PostgreSQL server host endpoint
          type: string
        subscriptionId:
          format: uuid
          description: Subscription Id
          type: string
        resourceGroup:
          description: Resource Group Name
          type: string
    AzureSqlDatabase:
      type: object
      properties:
        serverName:
          description: The Azure SQL server name
          type: string
        databaseName:
          description: The Azure SQL database name
          type: string
        endpoint:
          description: The server host endpoint
          type: string
        clientId:
          format: uuid
          description: The Client ID/Application ID
          type: string
        tenantId:
          format: uuid
          description: The ID of the tenant the service principal/app belongs to
          type: string
        isCertAuth:
          description: Is it using certificate to authenticate. If false then use client secret
          type: boolean
        certificate:
          description: The content of the certificate used for authentication
          type: string
        thumbprint:
          description: The thumbprint of the certificate above
          type: string
        clientSecret:
          description: The client secret
          type: string
        authorityUrl:
          description: The authority URL used for authentication
          type: string
        resourceUri:
          description: The resource the service principal/app has access to
          type: string
        subscriptionId:
          format: uuid
          description: Subscription Id
          type: string
        resourceGroup:
          description: Resource Group Name
          type: string
    ErrorDetails:
      description: The error details.
      type: object
      properties:
        code:
          description: The error code.
          type: string
        message:
          description: The error message.
          type: string
        target:
          description: The target of the error (e.g., the name of the property in error).
          type: string
    RootError:
      description: The root error.
      type: object
      properties:
        code:
          description: 'The service-defined error code. Supported error codes: ServiceError, UserError, ValidationError, AzureStorageError, TransientError, RequestThrottled.'
          type: string
        message:
          description: A human-readable representation of the error.
          type: string
        target:
          description: The target of the error (e.g., the name of the property in error).
          type: string
        details:
          description: The related errors that occurred during the request.
          uniqueItems: false
          type: array
          items:
            $ref: '#/components/schemas/ErrorDetails'
        innerError:
          $ref: '#/components/schemas/InnerErrorResponse'
          description: A nested list of inner errors. When evaluating errors, clients MUST traverse through all of the nested “innerErrors” and choose the deepest one that they understand.
    DataStore:
      type: object
      properties:
        name:
          description: Name of the datastore
          type: string
        dataStoreType:
          description: The Azure storage service this datastore points to.
          enum:
          - AzureBlob
          - AzureFile
          - AzureDataLake
          - AzureSqlDatabase
          - AzurePostgreSql
          - DBFS
          - AzureDataLakeGen2
          - GlusterFs
          type: string
          x-ms-enum:
            name: DataStoreType
            modelAsString: false
        hasBeenValidated:
          description: A read only property that denotes whether the service datastore has been validated with credentials.
          type: boolean
        tags:
          description: Tags to datastore
          type: object
          additionalProperties:
            type: string
        azureStorageSection:
          $ref: '#/components/schemas/AzureStorage'
          description: Data specific to azure storage
        azureDataLakeSection:
          $ref: '#/components/schemas/AzureDataLake'
          description: Data Specific to azure data lake
        azureSqlDatabaseSection:
          $ref: '#/components/schemas/AzureSqlDatabase'
          description: Data specific to azure SQL database
        azurePostgreSqlSection:
          $ref: '#/components/schemas/AzurePostgreSql'
          description: Data specific to azure PostgreSQL
        glusterFsSection:
          $ref: '#/components/schemas/GlusterFs'
          description: Data specific to GlusterFS
    ClientCredentials:
      type: object
      properties:
        clientId:
          format: uuid
          description: The Client ID/Application ID
          type: string
        tenantId:
          format: uuid
          description: The ID of the tenant the service principal/app belongs to
          type: string
        isCertAuth:
          description: Is it using certificate to authenticate. If false then use client secret
          type: boolean
        certificate:
          description: The content of the certificate used for authentication
          type: string
        thumbprint:
          description: The thumbprint of the certificate above
          type: string
        clientSecret:
          description: The client secret
          type: string
        authorityUrl:
          description: The authority URL used for authentication
          type: string
        resourceUri:
          description: The resource the service principal/app has access to
          type: string
        subscriptionId:
          format: uuid
          description: Subscription Id
          type: string
        resourceGroup:
          description: Resource Group Name
          type: string
    AzureDataLake:
      type: object
      properties:
        storeName:
          description: The Azure Data Lake store name
          type: string
        clientId:
          format: uuid
          description: The Client ID/Application ID
          type: string
        tenantId:
          format: uuid
          description: The ID of the tenant the service principal/app belongs to
          type: string
        isCertAuth:
          description: Is it using certificate to authenticate. If false then use client secret
          type: boolean
        certificate:
          description: The content of the certificate used for authentication
          type: string
        thumbprint:
          description: The thumbprint of the certificate above
          type: string
        clientSecret:
          description: The client secret
          type: string
        authorityUrl:
          description: The authority URL used for authentication
          type: string
        resourceUri:
          description: The resource the service principal/app has access to
          type: string
        subscriptionId:
          format: uuid
          description: Subscription Id
          type: string
        resourceGroup:
          description: Resource Group Name
          type: string
    GlusterFs:
      type: object
      properties:
        serverAddress:
          description: 'The server address of one of the servers that hosts the GlusterFS. Can be either the IP address

            or server name.'
          type: string
        volumeName:
          description: The name of the created GlusterFS volume.
          type: string
    InnerErrorResponse:
      description: A nested structure of errors.
      type: object
      properties:
        code:
          description: The error code.
          type: string
        innerError:
          $ref: '#/components/schemas/InnerErrorResponse'
          description: A nested list of inner errors. When evaluating errors, clients MUST traverse through all of the nested “innerErrors” and choose the deepest one that they understand.
    ErrorResponse:
      description: The error response.
      type: object
      properties:
        error:
          $ref: '#/components/schemas/RootError'
          description: The top level error that occurred.
        correlation:
          description: Dictionary containing correlation details for the error.
          type: object
          additionalProperties:
            type: string
        environment:
          description: The hosting environment.
          type: string
        location:
          description: The Azure region.
          type: string
        time:
          format: date-time
          description: The time in UTC.
          type: string
    AzureStorage:
      type: object
      properties:
        accountName:
          description: Storage Account Name
          type: string
        containerName:
          description: The storage container name
          type: string
        endpoint:
          description: The host of the container
          type: string
        protocol:
          description: The protocol to use. Defaults to https
          type: string
        credentialType:
          description: The credential type
          enum:
          - None
          - Sas
          - AccountKey
          - ClientCredentials
          type: string
          x-ms-enum:
            name: AzureStorageCredentialTypes
            modelAsString: false
        credential:
          description: The credential
          type: string
        clientCredentials:
          $ref: '#/components/schemas/ClientCredentials'
          description: Service principal credential when credential type is Microsoft.MachineLearning.DataStore.Contracts.AzureStorageCredentialTypes.ClientCredentials
        blobCacheTimeout:
          format: int32
          description: If this is an Microsoft.MachineLearning.DataStore.Contracts.DataStoreType.AzureBlob, the length of time (in seconds) to cache files locally after they are accessed (downloaded).
          type: integer
        isSas:
          description: Indicate if we are using SAS token or Account Key (Deprecated)
          type: boolean
        accountKey:
          description: Storage Account Key (Deprecated)
          type: string
        sasToken:
          description: SAS Token for the container (Deprecated)
          type: string
        areWorkspaceManagedIdentitiesAllowed:
          description: Indicate if we are using Workspace ManagedIdentities/MSI token
          type: boolean
        subscriptionId:
          format: uuid
          description: Subscription Id
          type: string
        resourceGroup:
          description: Resource Group Name
          type: string
  parameters:
    resourceGroupNameParameter:
      name: resourceGroupName
      in: path
      description: The Name of the resource group in which the workspace is located.
      required: true
      x-ms-parameter-location: method
      schema:
        type: string
    subscriptionIdParameter:
      name: subscriptionId
      in: path
      description: The Azure Subscription ID.
      required: true
      x-ms-parameter-location: method
      schema:
        type: string
        format: uuid
    workspaceNameParameter:
      name: workspaceName
      in: path
      description: The name of the workspace.
      required: true
      x-ms-parameter-location: method
      schema:
        type: string
  securitySchemes:
    azure_auth:
      type: oauth2
      flows:
        implicit:
          scopes:
            user_impersonation: impersonate your user account
          authorizationUrl: https://login.microsoftonline.com/common/oauth2/authorize