Workspace
An object that represents a machine learning workspace. API Version: 2021-01-01.
Example Usage
Create Workspace
using System.Collections.Generic;
using System.Linq;
using Pulumi;
using AzureNative = Pulumi.AzureNative;
return await Deployment.RunAsync(() =>
{
var workspace = new AzureNative.MachineLearningServices.Workspace("workspace", new()
{
ApplicationInsights = "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/microsoft.insights/components/testinsights",
ContainerRegistry = "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ContainerRegistry/registries/testRegistry",
Description = "test description",
Encryption = new AzureNative.MachineLearningServices.Inputs.EncryptionPropertyArgs
{
Identity = new AzureNative.MachineLearningServices.Inputs.IdentityForCmkArgs
{
UserAssignedIdentity = "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ManagedIdentity/userAssignedIdentities/testuai",
},
KeyVaultProperties = new AzureNative.MachineLearningServices.Inputs.KeyVaultPropertiesArgs
{
IdentityClientId = "",
KeyIdentifier = "https://testkv.vault.azure.net/keys/testkey/aabbccddee112233445566778899aabb",
KeyVaultArmId = "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkv",
},
Status = "Enabled",
},
FriendlyName = "HelloName",
HbiWorkspace = false,
Identity = new AzureNative.MachineLearningServices.Inputs.IdentityArgs
{
Type = AzureNative.MachineLearningServices.ResourceIdentityType.SystemAssigned_UserAssigned,
UserAssignedIdentities =
{
{ "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ManagedIdentity/userAssignedIdentities/testuai", null },
},
},
KeyVault = "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkv",
Location = "eastus2euap",
ResourceGroupName = "workspace-1234",
SharedPrivateLinkResources = new[]
{
new AzureNative.MachineLearningServices.Inputs.SharedPrivateLinkResourceArgs
{
GroupId = "Sql",
Name = "testdbresource",
PrivateLinkResourceId = "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.DocumentDB/databaseAccounts/testdbresource/privateLinkResources/Sql",
RequestMessage = "Please approve",
Status = "Approved",
},
},
Sku = new AzureNative.MachineLearningServices.Inputs.SkuArgs
{
Name = "Basic",
Tier = "Basic",
},
StorageAccount = "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/accountcrud-1234/providers/Microsoft.Storage/storageAccounts/testStorageAccount",
WorkspaceName = "testworkspace",
});
});Content copied to clipboard
package main
import (
machinelearningservices "github.com/pulumi/pulumi-azure-native-sdk/machinelearningservices"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)
func main() {
pulumi.Run(func(ctx *pulumi.Context) error {
_, err := machinelearningservices.NewWorkspace(ctx, "workspace", &machinelearningservices.WorkspaceArgs{
ApplicationInsights: pulumi.String("/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/microsoft.insights/components/testinsights"),
ContainerRegistry: pulumi.String("/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ContainerRegistry/registries/testRegistry"),
Description: pulumi.String("test description"),
Encryption: machinelearningservices.EncryptionPropertyResponse{
Identity: &machinelearningservices.IdentityForCmkArgs{
UserAssignedIdentity: pulumi.String("/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ManagedIdentity/userAssignedIdentities/testuai"),
},
KeyVaultProperties: &machinelearningservices.KeyVaultPropertiesArgs{
IdentityClientId: pulumi.String(""),
KeyIdentifier: pulumi.String("https://testkv.vault.azure.net/keys/testkey/aabbccddee112233445566778899aabb"),
KeyVaultArmId: pulumi.String("/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkv"),
},
Status: pulumi.String("Enabled"),
},
FriendlyName: pulumi.String("HelloName"),
HbiWorkspace: pulumi.Bool(false),
Identity: &machinelearningservices.IdentityArgs{
Type: machinelearningservices.ResourceIdentityType_SystemAssigned_UserAssigned,
UserAssignedIdentities: pulumi.AnyMap{
"/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ManagedIdentity/userAssignedIdentities/testuai": nil,
},
},
KeyVault: pulumi.String("/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkv"),
Location: pulumi.String("eastus2euap"),
ResourceGroupName: pulumi.String("workspace-1234"),
SharedPrivateLinkResources: []machinelearningservices.SharedPrivateLinkResourceArgs{
{
GroupId: pulumi.String("Sql"),
Name: pulumi.String("testdbresource"),
PrivateLinkResourceId: pulumi.String("/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.DocumentDB/databaseAccounts/testdbresource/privateLinkResources/Sql"),
RequestMessage: pulumi.String("Please approve"),
Status: pulumi.String("Approved"),
},
},
Sku: &machinelearningservices.SkuArgs{
Name: pulumi.String("Basic"),
Tier: pulumi.String("Basic"),
},
StorageAccount: pulumi.String("/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/accountcrud-1234/providers/Microsoft.Storage/storageAccounts/testStorageAccount"),
WorkspaceName: pulumi.String("testworkspace"),
})
if err != nil {
return err
}
return nil
})
}Content copied to clipboard
package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.azurenative.machinelearningservices.Workspace;
import com.pulumi.azurenative.machinelearningservices.WorkspaceArgs;
import java.util.List;
import java.util.ArrayList;
import java.util.Map;
import java.io.File;
import java.nio.file.Files;
import java.nio.file.Paths;
public class App {
public static void main(String[] args) {
Pulumi.run(App::stack);
}
public static void stack(Context ctx) {
var workspace = new Workspace("workspace", WorkspaceArgs.builder()
.applicationInsights("/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/microsoft.insights/components/testinsights")
.containerRegistry("/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ContainerRegistry/registries/testRegistry")
.description("test description")
.encryption(Map.ofEntries(
Map.entry("identity", Map.of("userAssignedIdentity", "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ManagedIdentity/userAssignedIdentities/testuai")),
Map.entry("keyVaultProperties", Map.ofEntries(
Map.entry("identityClientId", ""),
Map.entry("keyIdentifier", "https://testkv.vault.azure.net/keys/testkey/aabbccddee112233445566778899aabb"),
Map.entry("keyVaultArmId", "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkv")
)),
Map.entry("status", "Enabled")
))
.friendlyName("HelloName")
.hbiWorkspace(false)
.identity(Map.ofEntries(
Map.entry("type", "SystemAssigned,UserAssigned"),
Map.entry("userAssignedIdentities", Map.of("/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.ManagedIdentity/userAssignedIdentities/testuai", ))
))
.keyVault("/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.KeyVault/vaults/testkv")
.location("eastus2euap")
.resourceGroupName("workspace-1234")
.sharedPrivateLinkResources(Map.ofEntries(
Map.entry("groupId", "Sql"),
Map.entry("name", "testdbresource"),
Map.entry("privateLinkResourceId", "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.DocumentDB/databaseAccounts/testdbresource/privateLinkResources/Sql"),
Map.entry("requestMessage", "Please approve"),
Map.entry("status", "Approved")
))
.sku(Map.ofEntries(
Map.entry("name", "Basic"),
Map.entry("tier", "Basic")
))
.storageAccount("/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/accountcrud-1234/providers/Microsoft.Storage/storageAccounts/testStorageAccount")
.workspaceName("testworkspace")
.build());
}
}Content copied to clipboard
Import
An existing resource can be imported using its type token, name, and identifier, e.g.
$ pulumi import azure-native:machinelearningservices:Workspace testworkspace /subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/workspace-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspaceContent copied to clipboard
Properties
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The flag to indicate whether to allow public access when behind VNet.
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ARM id of the application insights associated with this workspace. This cannot be changed once the workspace has been created
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ARM id of the container registry associated with this workspace. This cannot be changed once the workspace has been created
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The description of this workspace.
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Url for the discovery service to identify regional endpoints for machine learning experimentation services
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The encryption settings of Azure ML workspace.
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The friendly name for this workspace. This name in mutable
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The flag to signal HBI data in the workspace and reduce diagnostic data collected by the service
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The identity of the resource.
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The compute name for image build
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The notebook info of Azure ML workspace.
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The user assigned identity resource id that represents the workspace identity.
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The list of private endpoint connections in the workspace.
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Count of private connections in the workspace
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The current deployment state of workspace resource. The provisioningState is to indicate states for resource provisioning.
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The service managed resource settings.
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The name of the managed resource group created by workspace RP in customer subscription if the workspace is CMK workspace
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The list of shared private link resources in this workspace.
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The sku of the workspace.
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ARM id of the storage account associated with this workspace. This cannot be changed once the workspace has been created
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Read only system data
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The immutable id associated with this workspace.