MachineLearningWorkspaceData Class

Definition

A class representing the MachineLearningWorkspace data model. An object that represents a machine learning workspace.

public class MachineLearningWorkspaceData : Azure.ResourceManager.Models.TrackedResourceData, System.ClientModel.Primitives.IJsonModel<Azure.ResourceManager.MachineLearning.MachineLearningWorkspaceData>, System.ClientModel.Primitives.IPersistableModel<Azure.ResourceManager.MachineLearning.MachineLearningWorkspaceData>
public class MachineLearningWorkspaceData : Azure.ResourceManager.Models.TrackedResourceData
type MachineLearningWorkspaceData = class
    inherit TrackedResourceData
    interface IJsonModel<MachineLearningWorkspaceData>
    interface IPersistableModel<MachineLearningWorkspaceData>
type MachineLearningWorkspaceData = class
    inherit TrackedResourceData
Public Class MachineLearningWorkspaceData
Inherits TrackedResourceData
Implements IJsonModel(Of MachineLearningWorkspaceData), IPersistableModel(Of MachineLearningWorkspaceData)
Public Class MachineLearningWorkspaceData
Inherits TrackedResourceData
Inheritance
MachineLearningWorkspaceData
Implements

Constructors

MachineLearningWorkspaceData(AzureLocation)

Initializes a new instance of MachineLearningWorkspaceData.

Properties

AllowPublicAccessWhenBehindVnet

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

ApplicationInsights

ARM id of the application insights associated with this workspace.

AssociatedWorkspaces

Gets the associated workspaces.

ContainerRegistries

Gets the container registries.

ContainerRegistry

ARM id of the container registry associated with this workspace.

CosmosDbCollectionsThroughput

The throughput of the collections in cosmosdb database.

Description

The description of this workspace.

DiscoveryUri

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

EnableDataIsolation

Gets or sets the enable data isolation.

Encryption

The encryption settings of Azure ML workspace.

ExistingWorkspaces

Gets the existing workspaces.

FeatureStoreSettings

Settings for feature store type workspace.

FriendlyName

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

HubResourceId

Gets or sets the hub resource id.

Id

Fully qualified resource ID for the resource. Ex - /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/{resourceProviderNamespace}/{resourceType}/{resourceName}.

(Inherited from ResourceData)
Identity

The identity of the resource.

ImageBuildCompute

The compute name for image build.

IsHbiWorkspace

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

IsStorageHnsEnabled

If the storage associated with the workspace has hierarchical namespace(HNS) enabled.

IsV1LegacyMode

Enabling v1_legacy_mode may prevent you from using features provided by the v2 API.

KeyVault

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

KeyVaults

Gets the key vaults.

Kind

Gets or sets the kind.

Location

The geo-location where the resource lives.

(Inherited from TrackedResourceData)
ManagedNetwork

Managed Network settings for a machine learning workspace.

MlFlowTrackingUri

The URI associated with this workspace that machine learning flow must point at to set up tracking.

Name

The name of the resource.

(Inherited from ResourceData)
NotebookInfo

The notebook info of Azure ML workspace.

PrimaryUserAssignedIdentity

The user assigned identity resource id that represents the workspace identity.

PrivateEndpointConnections

The list of private endpoint connections in the workspace.

PrivateLinkCount

Count of private connections in the workspace.

ProvisioningState

The current deployment state of workspace resource. The provisioningState is to indicate states for resource provisioning.

PublicNetworkAccessType

Whether requests from Public Network are allowed.

ResourceType

The type of the resource. E.g. "Microsoft.Compute/virtualMachines" or "Microsoft.Storage/storageAccounts".

(Inherited from ResourceData)
ServerlessComputeSettings

Settings for serverless compute created in the workspace.

ServiceProvisionedResourceGroup

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

SharedPrivateLinkResources

The list of shared private link resources in this workspace.

Sku

The sku of the workspace.

SoftDeleteRetentionInDays

Retention time in days after workspace get soft deleted.

StorageAccount

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

StorageAccounts

Gets the storage accounts.

SystemData

Azure Resource Manager metadata containing createdBy and modifiedBy information.

(Inherited from ResourceData)
SystemDatastoresAuthMode

The auth mode used for accessing the system datastores of the workspace.

Tags

Resource tags.

(Inherited from TrackedResourceData)
TenantId

The tenant id associated with this workspace.

WorkspaceHubConfig

WorkspaceHub's configuration object.

WorkspaceId

The immutable id associated with this workspace.

Methods

JsonModelWriteCore(Utf8JsonWriter, ModelReaderWriterOptions) (Inherited from TrackedResourceData)

Explicit Interface Implementations

IJsonModel<MachineLearningWorkspaceData>.Create(Utf8JsonReader, ModelReaderWriterOptions)

Reads one JSON value (including objects or arrays) from the provided reader and converts it to a model.

IJsonModel<MachineLearningWorkspaceData>.Write(Utf8JsonWriter, ModelReaderWriterOptions)

Writes the model to the provided Utf8JsonWriter.

IPersistableModel<MachineLearningWorkspaceData>.Create(BinaryData, ModelReaderWriterOptions)

Converts the provided BinaryData into a model.

IPersistableModel<MachineLearningWorkspaceData>.GetFormatFromOptions(ModelReaderWriterOptions)

Gets the data interchange format (JSON, Xml, etc) that the model uses when communicating with the service.

IPersistableModel<MachineLearningWorkspaceData>.Write(ModelReaderWriterOptions)

Writes the model into a BinaryData.

Applies to