Workspace Class

An object that represents a machine learning workspace.

Variables are only populated by the server, and will be ignored when sending a request.

Inheritance

azure.mgmt.machinelearningservices.models._models_py3.Resource

Workspace

Constructor

Workspace(*, identity: Optional[azure.mgmt.machinelearningservices.models._models_py3.Identity] = None, location: Optional[str] = None, tags: Optional[Dict[str, str]] = None, sku: Optional[azure.mgmt.machinelearningservices.models._models_py3.Sku] = None, description: Optional[str] = None, friendly_name: Optional[str] = None, key_vault: Optional[str] = None, application_insights: Optional[str] = None, container_registry: Optional[str] = None, storage_account: Optional[str] = None, discovery_url: Optional[str] = None, encryption: Optional[azure.mgmt.machinelearningservices.models._models_py3.EncryptionProperty] = None, hbi_workspace: Optional[bool] = False, image_build_compute: Optional[str] = None, allow_public_access_when_behind_vnet: Optional[bool] = False, shared_private_link_resources: Optional[List[azure.mgmt.machinelearningservices.models._models_py3.SharedPrivateLinkResource]] = None, **kwargs)

Parameters

identity

Identity

Required

The identity of the resource.

location

str

Required

Specifies the location of the resource.

tags

dict[str, str]

Required

A set of tags. Contains resource tags defined as key/value pairs.

sku

Sku

Required

The sku of the workspace.

description

str

Required

The description of this workspace.

friendly_name

str

Required

The friendly name for this workspace. This name in mutable.

key_vault

str

Required

ARM id of the key vault associated with this workspace. This cannot be changed once the workspace has been created.

application_insights

str

Required

ARM id of the application insights associated with this workspace. This cannot be changed once the workspace has been created.

container_registry

str

Required

ARM id of the container registry associated with this workspace. This cannot be changed once the workspace has been created.

storage_account

str

Required

ARM id of the storage account associated with this workspace. This cannot be changed once the workspace has been created.

discovery_url

str

Required

Url for the discovery service to identify regional endpoints for machine learning experimentation services.

encryption

EncryptionProperty

Required

The encryption settings of Azure ML workspace.

hbi_workspace

bool

Required

The flag to signal HBI data in the workspace and reduce diagnostic data collected by the service.

image_build_compute

str

Required

The compute name for image build.

allow_public_access_when_behind_vnet

bool

Required

The flag to indicate whether to allow public access when behind VNet.

shared_private_link_resources

list[SharedPrivateLinkResource]

Required

The list of shared private link resources in this workspace.

Variables

id

str

Specifies the resource ID.

name

str

Specifies the name of the resource.

type

str

Specifies the type of the resource.

workspace_id

str

The immutable id associated with this workspace.

creation_time

datetime

The creation time of the machine learning workspace in ISO8601 format.

provisioning_state

str or ProvisioningState

The current deployment state of workspace resource. The provisioningState is to indicate states for resource provisioning. Possible values include: "Unknown", "Updating", "Creating", "Deleting", "Succeeded", "Failed", "Canceled".

service_provisioned_resource_group

str

The name of the managed resource group created by workspace RP in customer subscription if the workspace is CMK workspace.

private_link_count

int

Count of private connections in the workspace.

private_endpoint_connections

list[PrivateEndpointConnection]

The list of private endpoint connections in the workspace.

notebook_info

NotebookResourceInfo

The notebook info of Azure ML workspace.