Workspace
data class WorkspaceArgs(val applicationInsightsId: Output<String>? = null, val containerRegistryId: Output<String>? = null, val description: Output<String>? = null, val encryption: Output<WorkspaceEncryptionArgs>? = null, val featureStore: Output<WorkspaceFeatureStoreArgs>? = null, val friendlyName: Output<String>? = null, val highBusinessImpact: Output<Boolean>? = null, val identity: Output<WorkspaceIdentityArgs>? = null, val imageBuildComputeName: Output<String>? = null, val keyVaultId: Output<String>? = null, val kind: Output<String>? = null, val location: Output<String>? = null, val managedNetwork: Output<WorkspaceManagedNetworkArgs>? = null, val name: Output<String>? = null, val primaryUserAssignedIdentity: Output<String>? = null, val publicNetworkAccessEnabled: Output<Boolean>? = null, val resourceGroupName: Output<String>? = null, val serverlessCompute: Output<WorkspaceServerlessComputeArgs>? = null, val skuName: Output<String>? = null, val storageAccountId: Output<String>? = null, val tags: Output<Map<String, String>>? = null, val v1LegacyModeEnabled: Output<Boolean>? = null) : ConvertibleToJava<WorkspaceArgs>
Example Usage
import * as pulumi from "@pulumi/pulumi";
import * as azure from "@pulumi/azure";
const current = azure.core.getClientConfig({});
const example = new azure.core.ResourceGroup("example", {
name: "example-resources",
location: "West Europe",
});
const exampleInsights = new azure.appinsights.Insights("example", {
name: "workspace-example-ai",
location: example.location,
resourceGroupName: example.name,
applicationType: "web",
});
const exampleKeyVault = new azure.keyvault.KeyVault("example", {
name: "workspaceexamplekeyvault",
location: example.location,
resourceGroupName: example.name,
tenantId: current.then(current => current.tenantId),
skuName: "premium",
});
const exampleAccount = new azure.storage.Account("example", {
name: "workspacestorageaccount",
location: example.location,
resourceGroupName: example.name,
accountTier: "Standard",
accountReplicationType: "GRS",
});
const exampleWorkspace = new azure.machinelearning.Workspace("example", {
name: "example-workspace",
location: example.location,
resourceGroupName: example.name,
applicationInsightsId: exampleInsights.id,
keyVaultId: exampleKeyVault.id,
storageAccountId: exampleAccount.id,
identity: {
type: "SystemAssigned",
},
});Content copied to clipboard
import pulumi
import pulumi_azure as azure
current = azure.core.get_client_config()
example = azure.core.ResourceGroup("example",
name="example-resources",
location="West Europe")
example_insights = azure.appinsights.Insights("example",
name="workspace-example-ai",
location=example.location,
resource_group_name=example.name,
application_type="web")
example_key_vault = azure.keyvault.KeyVault("example",
name="workspaceexamplekeyvault",
location=example.location,
resource_group_name=example.name,
tenant_id=current.tenant_id,
sku_name="premium")
example_account = azure.storage.Account("example",
name="workspacestorageaccount",
location=example.location,
resource_group_name=example.name,
account_tier="Standard",
account_replication_type="GRS")
example_workspace = azure.machinelearning.Workspace("example",
name="example-workspace",
location=example.location,
resource_group_name=example.name,
application_insights_id=example_insights.id,
key_vault_id=example_key_vault.id,
storage_account_id=example_account.id,
identity={
"type": "SystemAssigned",
})Content copied to clipboard
using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Azure = Pulumi.Azure;
return await Deployment.RunAsync(() =>
{
var current = Azure.Core.GetClientConfig.Invoke();
var example = new Azure.Core.ResourceGroup("example", new()
{
Name = "example-resources",
Location = "West Europe",
});
var exampleInsights = new Azure.AppInsights.Insights("example", new()
{
Name = "workspace-example-ai",
Location = example.Location,
ResourceGroupName = example.Name,
ApplicationType = "web",
});
var exampleKeyVault = new Azure.KeyVault.KeyVault("example", new()
{
Name = "workspaceexamplekeyvault",
Location = example.Location,
ResourceGroupName = example.Name,
TenantId = current.Apply(getClientConfigResult => getClientConfigResult.TenantId),
SkuName = "premium",
});
var exampleAccount = new Azure.Storage.Account("example", new()
{
Name = "workspacestorageaccount",
Location = example.Location,
ResourceGroupName = example.Name,
AccountTier = "Standard",
AccountReplicationType = "GRS",
});
var exampleWorkspace = new Azure.MachineLearning.Workspace("example", new()
{
Name = "example-workspace",
Location = example.Location,
ResourceGroupName = example.Name,
ApplicationInsightsId = exampleInsights.Id,
KeyVaultId = exampleKeyVault.Id,
StorageAccountId = exampleAccount.Id,
Identity = new Azure.MachineLearning.Inputs.WorkspaceIdentityArgs
{
Type = "SystemAssigned",
},
});
});Content copied to clipboard
package main
import (
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/appinsights"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/core"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/keyvault"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/machinelearning"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/storage"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)
func main() {
pulumi.Run(func(ctx *pulumi.Context) error {
current, err := core.GetClientConfig(ctx, map[string]interface{}{}, nil)
if err != nil {
return err
}
example, err := core.NewResourceGroup(ctx, "example", &core.ResourceGroupArgs{
Name: pulumi.String("example-resources"),
Location: pulumi.String("West Europe"),
})
if err != nil {
return err
}
exampleInsights, err := appinsights.NewInsights(ctx, "example", &appinsights.InsightsArgs{
Name: pulumi.String("workspace-example-ai"),
Location: example.Location,
ResourceGroupName: example.Name,
ApplicationType: pulumi.String("web"),
})
if err != nil {
return err
}
exampleKeyVault, err := keyvault.NewKeyVault(ctx, "example", &keyvault.KeyVaultArgs{
Name: pulumi.String("workspaceexamplekeyvault"),
Location: example.Location,
ResourceGroupName: example.Name,
TenantId: pulumi.String(current.TenantId),
SkuName: pulumi.String("premium"),
})
if err != nil {
return err
}
exampleAccount, err := storage.NewAccount(ctx, "example", &storage.AccountArgs{
Name: pulumi.String("workspacestorageaccount"),
Location: example.Location,
ResourceGroupName: example.Name,
AccountTier: pulumi.String("Standard"),
AccountReplicationType: pulumi.String("GRS"),
})
if err != nil {
return err
}
_, err = machinelearning.NewWorkspace(ctx, "example", &machinelearning.WorkspaceArgs{
Name: pulumi.String("example-workspace"),
Location: example.Location,
ResourceGroupName: example.Name,
ApplicationInsightsId: exampleInsights.ID(),
KeyVaultId: exampleKeyVault.ID(),
StorageAccountId: exampleAccount.ID(),
Identity: &machinelearning.WorkspaceIdentityArgs{
Type: pulumi.String("SystemAssigned"),
},
})
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.azure.core.CoreFunctions;
import com.pulumi.azure.core.ResourceGroup;
import com.pulumi.azure.core.ResourceGroupArgs;
import com.pulumi.azure.appinsights.Insights;
import com.pulumi.azure.appinsights.InsightsArgs;
import com.pulumi.azure.keyvault.KeyVault;
import com.pulumi.azure.keyvault.KeyVaultArgs;
import com.pulumi.azure.storage.Account;
import com.pulumi.azure.storage.AccountArgs;
import com.pulumi.azure.machinelearning.Workspace;
import com.pulumi.azure.machinelearning.WorkspaceArgs;
import com.pulumi.azure.machinelearning.inputs.WorkspaceIdentityArgs;
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) {
final var current = CoreFunctions.getClientConfig();
var example = new ResourceGroup("example", ResourceGroupArgs.builder()
.name("example-resources")
.location("West Europe")
.build());
var exampleInsights = new Insights("exampleInsights", InsightsArgs.builder()
.name("workspace-example-ai")
.location(example.location())
.resourceGroupName(example.name())
.applicationType("web")
.build());
var exampleKeyVault = new KeyVault("exampleKeyVault", KeyVaultArgs.builder()
.name("workspaceexamplekeyvault")
.location(example.location())
.resourceGroupName(example.name())
.tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
.skuName("premium")
.build());
var exampleAccount = new Account("exampleAccount", AccountArgs.builder()
.name("workspacestorageaccount")
.location(example.location())
.resourceGroupName(example.name())
.accountTier("Standard")
.accountReplicationType("GRS")
.build());
var exampleWorkspace = new Workspace("exampleWorkspace", WorkspaceArgs.builder()
.name("example-workspace")
.location(example.location())
.resourceGroupName(example.name())
.applicationInsightsId(exampleInsights.id())
.keyVaultId(exampleKeyVault.id())
.storageAccountId(exampleAccount.id())
.identity(WorkspaceIdentityArgs.builder()
.type("SystemAssigned")
.build())
.build());
}
}Content copied to clipboard
resources:
example:
type: azure:core:ResourceGroup
properties:
name: example-resources
location: West Europe
exampleInsights:
type: azure:appinsights:Insights
name: example
properties:
name: workspace-example-ai
location: ${example.location}
resourceGroupName: ${example.name}
applicationType: web
exampleKeyVault:
type: azure:keyvault:KeyVault
name: example
properties:
name: workspaceexamplekeyvault
location: ${example.location}
resourceGroupName: ${example.name}
tenantId: ${current.tenantId}
skuName: premium
exampleAccount:
type: azure:storage:Account
name: example
properties:
name: workspacestorageaccount
location: ${example.location}
resourceGroupName: ${example.name}
accountTier: Standard
accountReplicationType: GRS
exampleWorkspace:
type: azure:machinelearning:Workspace
name: example
properties:
name: example-workspace
location: ${example.location}
resourceGroupName: ${example.name}
applicationInsightsId: ${exampleInsights.id}
keyVaultId: ${exampleKeyVault.id}
storageAccountId: ${exampleAccount.id}
identity:
type: SystemAssigned
variables:
current:
fn::invoke:
function: azure:core:getClientConfig
arguments: {}Content copied to clipboard
With Data Encryption
NOTE: The Key Vault must enable purge protection.
import * as pulumi from "@pulumi/pulumi";
import * as azure from "@pulumi/azure";
const current = azure.core.getClientConfig({});
const example = new azure.core.ResourceGroup("example", {
name: "example-resources",
location: "West Europe",
});
const exampleInsights = new azure.appinsights.Insights("example", {
name: "workspace-example-ai",
location: example.location,
resourceGroupName: example.name,
applicationType: "web",
});
const exampleKeyVault = new azure.keyvault.KeyVault("example", {
name: "workspaceexamplekeyvault",
location: example.location,
resourceGroupName: example.name,
tenantId: current.then(current => current.tenantId),
skuName: "premium",
purgeProtectionEnabled: true,
});
const exampleAccessPolicy = new azure.keyvault.AccessPolicy("example", {
keyVaultId: exampleKeyVault.id,
tenantId: current.then(current => current.tenantId),
objectId: current.then(current => current.objectId),
keyPermissions: [
"Create",
"Get",
"Delete",
"Purge",
"GetRotationPolicy",
],
});
const exampleAccount = new azure.storage.Account("example", {
name: "workspacestorageaccount",
location: example.location,
resourceGroupName: example.name,
accountTier: "Standard",
accountReplicationType: "GRS",
});
const exampleKey = new azure.keyvault.Key("example", {
name: "workspaceexamplekeyvaultkey",
keyVaultId: exampleKeyVault.id,
keyType: "RSA",
keySize: 2048,
keyOpts: [
"decrypt",
"encrypt",
"sign",
"unwrapKey",
"verify",
"wrapKey",
],
}, {
dependsOn: [
exampleKeyVault,
exampleAccessPolicy,
],
});
const exampleWorkspace = new azure.machinelearning.Workspace("example", {
name: "example-workspace",
location: example.location,
resourceGroupName: example.name,
applicationInsightsId: exampleInsights.id,
keyVaultId: exampleKeyVault.id,
storageAccountId: exampleAccount.id,
identity: {
type: "SystemAssigned",
},
encryption: {
keyVaultId: exampleKeyVault.id,
keyId: exampleKey.id,
},
});Content copied to clipboard
import pulumi
import pulumi_azure as azure
current = azure.core.get_client_config()
example = azure.core.ResourceGroup("example",
name="example-resources",
location="West Europe")
example_insights = azure.appinsights.Insights("example",
name="workspace-example-ai",
location=example.location,
resource_group_name=example.name,
application_type="web")
example_key_vault = azure.keyvault.KeyVault("example",
name="workspaceexamplekeyvault",
location=example.location,
resource_group_name=example.name,
tenant_id=current.tenant_id,
sku_name="premium",
purge_protection_enabled=True)
example_access_policy = azure.keyvault.AccessPolicy("example",
key_vault_id=example_key_vault.id,
tenant_id=current.tenant_id,
object_id=current.object_id,
key_permissions=[
"Create",
"Get",
"Delete",
"Purge",
"GetRotationPolicy",
])
example_account = azure.storage.Account("example",
name="workspacestorageaccount",
location=example.location,
resource_group_name=example.name,
account_tier="Standard",
account_replication_type="GRS")
example_key = azure.keyvault.Key("example",
name="workspaceexamplekeyvaultkey",
key_vault_id=example_key_vault.id,
key_type="RSA",
key_size=2048,
key_opts=[
"decrypt",
"encrypt",
"sign",
"unwrapKey",
"verify",
"wrapKey",
],
opts = pulumi.ResourceOptions(depends_on=[
example_key_vault,
example_access_policy,
]))
example_workspace = azure.machinelearning.Workspace("example",
name="example-workspace",
location=example.location,
resource_group_name=example.name,
application_insights_id=example_insights.id,
key_vault_id=example_key_vault.id,
storage_account_id=example_account.id,
identity={
"type": "SystemAssigned",
},
encryption={
"key_vault_id": example_key_vault.id,
"key_id": example_key.id,
})Content copied to clipboard
using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Azure = Pulumi.Azure;
return await Deployment.RunAsync(() =>
{
var current = Azure.Core.GetClientConfig.Invoke();
var example = new Azure.Core.ResourceGroup("example", new()
{
Name = "example-resources",
Location = "West Europe",
});
var exampleInsights = new Azure.AppInsights.Insights("example", new()
{
Name = "workspace-example-ai",
Location = example.Location,
ResourceGroupName = example.Name,
ApplicationType = "web",
});
var exampleKeyVault = new Azure.KeyVault.KeyVault("example", new()
{
Name = "workspaceexamplekeyvault",
Location = example.Location,
ResourceGroupName = example.Name,
TenantId = current.Apply(getClientConfigResult => getClientConfigResult.TenantId),
SkuName = "premium",
PurgeProtectionEnabled = true,
});
var exampleAccessPolicy = new Azure.KeyVault.AccessPolicy("example", new()
{
KeyVaultId = exampleKeyVault.Id,
TenantId = current.Apply(getClientConfigResult => getClientConfigResult.TenantId),
ObjectId = current.Apply(getClientConfigResult => getClientConfigResult.ObjectId),
KeyPermissions = new[]
{
"Create",
"Get",
"Delete",
"Purge",
"GetRotationPolicy",
},
});
var exampleAccount = new Azure.Storage.Account("example", new()
{
Name = "workspacestorageaccount",
Location = example.Location,
ResourceGroupName = example.Name,
AccountTier = "Standard",
AccountReplicationType = "GRS",
});
var exampleKey = new Azure.KeyVault.Key("example", new()
{
Name = "workspaceexamplekeyvaultkey",
KeyVaultId = exampleKeyVault.Id,
KeyType = "RSA",
KeySize = 2048,
KeyOpts = new[]
{
"decrypt",
"encrypt",
"sign",
"unwrapKey",
"verify",
"wrapKey",
},
}, new CustomResourceOptions
{
DependsOn =
{
exampleKeyVault,
exampleAccessPolicy,
},
});
var exampleWorkspace = new Azure.MachineLearning.Workspace("example", new()
{
Name = "example-workspace",
Location = example.Location,
ResourceGroupName = example.Name,
ApplicationInsightsId = exampleInsights.Id,
KeyVaultId = exampleKeyVault.Id,
StorageAccountId = exampleAccount.Id,
Identity = new Azure.MachineLearning.Inputs.WorkspaceIdentityArgs
{
Type = "SystemAssigned",
},
Encryption = new Azure.MachineLearning.Inputs.WorkspaceEncryptionArgs
{
KeyVaultId = exampleKeyVault.Id,
KeyId = exampleKey.Id,
},
});
});Content copied to clipboard
package main
import (
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/appinsights"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/core"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/keyvault"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/machinelearning"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/storage"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)
func main() {
pulumi.Run(func(ctx *pulumi.Context) error {
current, err := core.GetClientConfig(ctx, map[string]interface{}{}, nil)
if err != nil {
return err
}
example, err := core.NewResourceGroup(ctx, "example", &core.ResourceGroupArgs{
Name: pulumi.String("example-resources"),
Location: pulumi.String("West Europe"),
})
if err != nil {
return err
}
exampleInsights, err := appinsights.NewInsights(ctx, "example", &appinsights.InsightsArgs{
Name: pulumi.String("workspace-example-ai"),
Location: example.Location,
ResourceGroupName: example.Name,
ApplicationType: pulumi.String("web"),
})
if err != nil {
return err
}
exampleKeyVault, err := keyvault.NewKeyVault(ctx, "example", &keyvault.KeyVaultArgs{
Name: pulumi.String("workspaceexamplekeyvault"),
Location: example.Location,
ResourceGroupName: example.Name,
TenantId: pulumi.String(current.TenantId),
SkuName: pulumi.String("premium"),
PurgeProtectionEnabled: pulumi.Bool(true),
})
if err != nil {
return err
}
exampleAccessPolicy, err := keyvault.NewAccessPolicy(ctx, "example", &keyvault.AccessPolicyArgs{
KeyVaultId: exampleKeyVault.ID(),
TenantId: pulumi.String(current.TenantId),
ObjectId: pulumi.String(current.ObjectId),
KeyPermissions: pulumi.StringArray{
pulumi.String("Create"),
pulumi.String("Get"),
pulumi.String("Delete"),
pulumi.String("Purge"),
pulumi.String("GetRotationPolicy"),
},
})
if err != nil {
return err
}
exampleAccount, err := storage.NewAccount(ctx, "example", &storage.AccountArgs{
Name: pulumi.String("workspacestorageaccount"),
Location: example.Location,
ResourceGroupName: example.Name,
AccountTier: pulumi.String("Standard"),
AccountReplicationType: pulumi.String("GRS"),
})
if err != nil {
return err
}
exampleKey, err := keyvault.NewKey(ctx, "example", &keyvault.KeyArgs{
Name: pulumi.String("workspaceexamplekeyvaultkey"),
KeyVaultId: exampleKeyVault.ID(),
KeyType: pulumi.String("RSA"),
KeySize: pulumi.Int(2048),
KeyOpts: pulumi.StringArray{
pulumi.String("decrypt"),
pulumi.String("encrypt"),
pulumi.String("sign"),
pulumi.String("unwrapKey"),
pulumi.String("verify"),
pulumi.String("wrapKey"),
},
}, pulumi.DependsOn([]pulumi.Resource{
exampleKeyVault,
exampleAccessPolicy,
}))
if err != nil {
return err
}
_, err = machinelearning.NewWorkspace(ctx, "example", &machinelearning.WorkspaceArgs{
Name: pulumi.String("example-workspace"),
Location: example.Location,
ResourceGroupName: example.Name,
ApplicationInsightsId: exampleInsights.ID(),
KeyVaultId: exampleKeyVault.ID(),
StorageAccountId: exampleAccount.ID(),
Identity: &machinelearning.WorkspaceIdentityArgs{
Type: pulumi.String("SystemAssigned"),
},
Encryption: &machinelearning.WorkspaceEncryptionArgs{
KeyVaultId: exampleKeyVault.ID(),
KeyId: exampleKey.ID(),
},
})
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.azure.core.CoreFunctions;
import com.pulumi.azure.core.ResourceGroup;
import com.pulumi.azure.core.ResourceGroupArgs;
import com.pulumi.azure.appinsights.Insights;
import com.pulumi.azure.appinsights.InsightsArgs;
import com.pulumi.azure.keyvault.KeyVault;
import com.pulumi.azure.keyvault.KeyVaultArgs;
import com.pulumi.azure.keyvault.AccessPolicy;
import com.pulumi.azure.keyvault.AccessPolicyArgs;
import com.pulumi.azure.storage.Account;
import com.pulumi.azure.storage.AccountArgs;
import com.pulumi.azure.keyvault.Key;
import com.pulumi.azure.keyvault.KeyArgs;
import com.pulumi.azure.machinelearning.Workspace;
import com.pulumi.azure.machinelearning.WorkspaceArgs;
import com.pulumi.azure.machinelearning.inputs.WorkspaceIdentityArgs;
import com.pulumi.azure.machinelearning.inputs.WorkspaceEncryptionArgs;
import com.pulumi.resources.CustomResourceOptions;
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) {
final var current = CoreFunctions.getClientConfig();
var example = new ResourceGroup("example", ResourceGroupArgs.builder()
.name("example-resources")
.location("West Europe")
.build());
var exampleInsights = new Insights("exampleInsights", InsightsArgs.builder()
.name("workspace-example-ai")
.location(example.location())
.resourceGroupName(example.name())
.applicationType("web")
.build());
var exampleKeyVault = new KeyVault("exampleKeyVault", KeyVaultArgs.builder()
.name("workspaceexamplekeyvault")
.location(example.location())
.resourceGroupName(example.name())
.tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
.skuName("premium")
.purgeProtectionEnabled(true)
.build());
var exampleAccessPolicy = new AccessPolicy("exampleAccessPolicy", AccessPolicyArgs.builder()
.keyVaultId(exampleKeyVault.id())
.tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
.objectId(current.applyValue(getClientConfigResult -> getClientConfigResult.objectId()))
.keyPermissions(
"Create",
"Get",
"Delete",
"Purge",
"GetRotationPolicy")
.build());
var exampleAccount = new Account("exampleAccount", AccountArgs.builder()
.name("workspacestorageaccount")
.location(example.location())
.resourceGroupName(example.name())
.accountTier("Standard")
.accountReplicationType("GRS")
.build());
var exampleKey = new Key("exampleKey", KeyArgs.builder()
.name("workspaceexamplekeyvaultkey")
.keyVaultId(exampleKeyVault.id())
.keyType("RSA")
.keySize(2048)
.keyOpts(
"decrypt",
"encrypt",
"sign",
"unwrapKey",
"verify",
"wrapKey")
.build(), CustomResourceOptions.builder()
.dependsOn(
exampleKeyVault,
exampleAccessPolicy)
.build());
var exampleWorkspace = new Workspace("exampleWorkspace", WorkspaceArgs.builder()
.name("example-workspace")
.location(example.location())
.resourceGroupName(example.name())
.applicationInsightsId(exampleInsights.id())
.keyVaultId(exampleKeyVault.id())
.storageAccountId(exampleAccount.id())
.identity(WorkspaceIdentityArgs.builder()
.type("SystemAssigned")
.build())
.encryption(WorkspaceEncryptionArgs.builder()
.keyVaultId(exampleKeyVault.id())
.keyId(exampleKey.id())
.build())
.build());
}
}Content copied to clipboard
resources:
example:
type: azure:core:ResourceGroup
properties:
name: example-resources
location: West Europe
exampleInsights:
type: azure:appinsights:Insights
name: example
properties:
name: workspace-example-ai
location: ${example.location}
resourceGroupName: ${example.name}
applicationType: web
exampleKeyVault:
type: azure:keyvault:KeyVault
name: example
properties:
name: workspaceexamplekeyvault
location: ${example.location}
resourceGroupName: ${example.name}
tenantId: ${current.tenantId}
skuName: premium
purgeProtectionEnabled: true
exampleAccessPolicy:
type: azure:keyvault:AccessPolicy
name: example
properties:
keyVaultId: ${exampleKeyVault.id}
tenantId: ${current.tenantId}
objectId: ${current.objectId}
keyPermissions:
- Create
- Get
- Delete
- Purge
- GetRotationPolicy
exampleAccount:
type: azure:storage:Account
name: example
properties:
name: workspacestorageaccount
location: ${example.location}
resourceGroupName: ${example.name}
accountTier: Standard
accountReplicationType: GRS
exampleKey:
type: azure:keyvault:Key
name: example
properties:
name: workspaceexamplekeyvaultkey
keyVaultId: ${exampleKeyVault.id}
keyType: RSA
keySize: 2048
keyOpts:
- decrypt
- encrypt
- sign
- unwrapKey
- verify
- wrapKey
options:
dependsOn:
- ${exampleKeyVault}
- ${exampleAccessPolicy}
exampleWorkspace:
type: azure:machinelearning:Workspace
name: example
properties:
name: example-workspace
location: ${example.location}
resourceGroupName: ${example.name}
applicationInsightsId: ${exampleInsights.id}
keyVaultId: ${exampleKeyVault.id}
storageAccountId: ${exampleAccount.id}
identity:
type: SystemAssigned
encryption:
keyVaultId: ${exampleKeyVault.id}
keyId: ${exampleKey.id}
variables:
current:
fn::invoke:
function: azure:core:getClientConfig
arguments: {}Content copied to clipboard
With User Assigned Identity And Data Encryption
NOTE: The Key Vault must enable purge protection.
import * as pulumi from "@pulumi/pulumi";
import * as azure from "@pulumi/azure";
import * as azuread from "@pulumi/azuread";
const current = azure.core.getClientConfig({});
const example = new azure.core.ResourceGroup("example", {
name: "example-resources",
location: "West Europe",
});
const exampleInsights = new azure.appinsights.Insights("example", {
name: "example-ai",
location: example.location,
resourceGroupName: example.name,
applicationType: "web",
});
const exampleAccount = new azure.storage.Account("example", {
name: "examplestorageaccount",
location: example.location,
resourceGroupName: example.name,
accountTier: "Standard",
accountReplicationType: "GRS",
});
const exampleKeyVault = new azure.keyvault.KeyVault("example", {
name: "example-keyvalut",
location: example.location,
resourceGroupName: example.name,
tenantId: current.then(current => current.tenantId),
skuName: "premium",
purgeProtectionEnabled: true,
});
const exampleUserAssignedIdentity = new azure.authorization.UserAssignedIdentity("example", {
name: "example-identity",
location: example.location,
resourceGroupName: example.name,
});
const example_identity = new azure.keyvault.AccessPolicy("example-identity", {
keyVaultId: exampleKeyVault.id,
tenantId: current.then(current => current.tenantId),
objectId: exampleUserAssignedIdentity.principalId,
keyPermissions: [
"WrapKey",
"UnwrapKey",
"Get",
"Recover",
],
secretPermissions: [
"Get",
"List",
"Set",
"Delete",
"Recover",
"Backup",
"Restore",
],
});
const example_sp = new azure.keyvault.AccessPolicy("example-sp", {
keyVaultId: exampleKeyVault.id,
tenantId: current.then(current => current.tenantId),
objectId: current.then(current => current.objectId),
keyPermissions: [
"Get",
"Create",
"Recover",
"Delete",
"Purge",
"GetRotationPolicy",
],
});
const test = azuread.getServicePrincipal({
displayName: "Azure Cosmos DB",
});
const example_cosmosdb = new azure.keyvault.AccessPolicy("example-cosmosdb", {
keyVaultId: exampleKeyVault.id,
tenantId: current.then(current => current.tenantId),
objectId: test.then(test => test.objectId),
keyPermissions: [
"Get",
"Recover",
"UnwrapKey",
"WrapKey",
],
}, {
dependsOn: [
test,
current,
],
});
const exampleKey = new azure.keyvault.Key("example", {
name: "example-keyvaultkey",
keyVaultId: exampleKeyVault.id,
keyType: "RSA",
keySize: 2048,
keyOpts: [
"decrypt",
"encrypt",
"sign",
"unwrapKey",
"verify",
"wrapKey",
],
}, {
dependsOn: [
exampleKeyVault,
example_sp,
],
});
const example_role1 = new azure.authorization.Assignment("example-role1", {
scope: exampleKeyVault.id,
roleDefinitionName: "Contributor",
principalId: exampleUserAssignedIdentity.principalId,
});
const example_role2 = new azure.authorization.Assignment("example-role2", {
scope: exampleAccount.id,
roleDefinitionName: "Storage Blob Data Contributor",
principalId: exampleUserAssignedIdentity.principalId,
});
const example_role3 = new azure.authorization.Assignment("example-role3", {
scope: exampleAccount.id,
roleDefinitionName: "Contributor",
principalId: exampleUserAssignedIdentity.principalId,
});
const example_role4 = new azure.authorization.Assignment("example-role4", {
scope: exampleInsights.id,
roleDefinitionName: "Contributor",
principalId: exampleUserAssignedIdentity.principalId,
});
const exampleWorkspace = new azure.machinelearning.Workspace("example", {
name: "example-workspace",
location: example.location,
resourceGroupName: example.name,
applicationInsightsId: exampleInsights.id,
keyVaultId: exampleKeyVault.id,
storageAccountId: exampleAccount.id,
highBusinessImpact: true,
primaryUserAssignedIdentity: exampleUserAssignedIdentity.id,
identity: {
type: "UserAssigned",
identityIds: [exampleUserAssignedIdentity.id],
},
encryption: {
userAssignedIdentityId: exampleUserAssignedIdentity.id,
keyVaultId: exampleKeyVault.id,
keyId: exampleKey.id,
},
}, {
dependsOn: [
example_role1,
example_role2,
example_role3,
example_role4,
example_cosmosdb,
],
});Content copied to clipboard
import pulumi
import pulumi_azure as azure
import pulumi_azuread as azuread
current = azure.core.get_client_config()
example = azure.core.ResourceGroup("example",
name="example-resources",
location="West Europe")
example_insights = azure.appinsights.Insights("example",
name="example-ai",
location=example.location,
resource_group_name=example.name,
application_type="web")
example_account = azure.storage.Account("example",
name="examplestorageaccount",
location=example.location,
resource_group_name=example.name,
account_tier="Standard",
account_replication_type="GRS")
example_key_vault = azure.keyvault.KeyVault("example",
name="example-keyvalut",
location=example.location,
resource_group_name=example.name,
tenant_id=current.tenant_id,
sku_name="premium",
purge_protection_enabled=True)
example_user_assigned_identity = azure.authorization.UserAssignedIdentity("example",
name="example-identity",
location=example.location,
resource_group_name=example.name)
example_identity = azure.keyvault.AccessPolicy("example-identity",
key_vault_id=example_key_vault.id,
tenant_id=current.tenant_id,
object_id=example_user_assigned_identity.principal_id,
key_permissions=[
"WrapKey",
"UnwrapKey",
"Get",
"Recover",
],
secret_permissions=[
"Get",
"List",
"Set",
"Delete",
"Recover",
"Backup",
"Restore",
])
example_sp = azure.keyvault.AccessPolicy("example-sp",
key_vault_id=example_key_vault.id,
tenant_id=current.tenant_id,
object_id=current.object_id,
key_permissions=[
"Get",
"Create",
"Recover",
"Delete",
"Purge",
"GetRotationPolicy",
])
test = azuread.get_service_principal(display_name="Azure Cosmos DB")
example_cosmosdb = azure.keyvault.AccessPolicy("example-cosmosdb",
key_vault_id=example_key_vault.id,
tenant_id=current.tenant_id,
object_id=test.object_id,
key_permissions=[
"Get",
"Recover",
"UnwrapKey",
"WrapKey",
],
opts = pulumi.ResourceOptions(depends_on=[
test,
current,
]))
example_key = azure.keyvault.Key("example",
name="example-keyvaultkey",
key_vault_id=example_key_vault.id,
key_type="RSA",
key_size=2048,
key_opts=[
"decrypt",
"encrypt",
"sign",
"unwrapKey",
"verify",
"wrapKey",
],
opts = pulumi.ResourceOptions(depends_on=[
example_key_vault,
example_sp,
]))
example_role1 = azure.authorization.Assignment("example-role1",
scope=example_key_vault.id,
role_definition_name="Contributor",
principal_id=example_user_assigned_identity.principal_id)
example_role2 = azure.authorization.Assignment("example-role2",
scope=example_account.id,
role_definition_name="Storage Blob Data Contributor",
principal_id=example_user_assigned_identity.principal_id)
example_role3 = azure.authorization.Assignment("example-role3",
scope=example_account.id,
role_definition_name="Contributor",
principal_id=example_user_assigned_identity.principal_id)
example_role4 = azure.authorization.Assignment("example-role4",
scope=example_insights.id,
role_definition_name="Contributor",
principal_id=example_user_assigned_identity.principal_id)
example_workspace = azure.machinelearning.Workspace("example",
name="example-workspace",
location=example.location,
resource_group_name=example.name,
application_insights_id=example_insights.id,
key_vault_id=example_key_vault.id,
storage_account_id=example_account.id,
high_business_impact=True,
primary_user_assigned_identity=example_user_assigned_identity.id,
identity={
"type": "UserAssigned",
"identity_ids": [example_user_assigned_identity.id],
},
encryption={
"user_assigned_identity_id": example_user_assigned_identity.id,
"key_vault_id": example_key_vault.id,
"key_id": example_key.id,
},
opts = pulumi.ResourceOptions(depends_on=[
example_role1,
example_role2,
example_role3,
example_role4,
example_cosmosdb,
]))Content copied to clipboard
using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Azure = Pulumi.Azure;
using AzureAD = Pulumi.AzureAD;
return await Deployment.RunAsync(() =>
{
var current = Azure.Core.GetClientConfig.Invoke();
var example = new Azure.Core.ResourceGroup("example", new()
{
Name = "example-resources",
Location = "West Europe",
});
var exampleInsights = new Azure.AppInsights.Insights("example", new()
{
Name = "example-ai",
Location = example.Location,
ResourceGroupName = example.Name,
ApplicationType = "web",
});
var exampleAccount = new Azure.Storage.Account("example", new()
{
Name = "examplestorageaccount",
Location = example.Location,
ResourceGroupName = example.Name,
AccountTier = "Standard",
AccountReplicationType = "GRS",
});
var exampleKeyVault = new Azure.KeyVault.KeyVault("example", new()
{
Name = "example-keyvalut",
Location = example.Location,
ResourceGroupName = example.Name,
TenantId = current.Apply(getClientConfigResult => getClientConfigResult.TenantId),
SkuName = "premium",
PurgeProtectionEnabled = true,
});
var exampleUserAssignedIdentity = new Azure.Authorization.UserAssignedIdentity("example", new()
{
Name = "example-identity",
Location = example.Location,
ResourceGroupName = example.Name,
});
var example_identity = new Azure.KeyVault.AccessPolicy("example-identity", new()
{
KeyVaultId = exampleKeyVault.Id,
TenantId = current.Apply(getClientConfigResult => getClientConfigResult.TenantId),
ObjectId = exampleUserAssignedIdentity.PrincipalId,
KeyPermissions = new[]
{
"WrapKey",
"UnwrapKey",
"Get",
"Recover",
},
SecretPermissions = new[]
{
"Get",
"List",
"Set",
"Delete",
"Recover",
"Backup",
"Restore",
},
});
var example_sp = new Azure.KeyVault.AccessPolicy("example-sp", new()
{
KeyVaultId = exampleKeyVault.Id,
TenantId = current.Apply(getClientConfigResult => getClientConfigResult.TenantId),
ObjectId = current.Apply(getClientConfigResult => getClientConfigResult.ObjectId),
KeyPermissions = new[]
{
"Get",
"Create",
"Recover",
"Delete",
"Purge",
"GetRotationPolicy",
},
});
var test = AzureAD.GetServicePrincipal.Invoke(new()
{
DisplayName = "Azure Cosmos DB",
});
var example_cosmosdb = new Azure.KeyVault.AccessPolicy("example-cosmosdb", new()
{
KeyVaultId = exampleKeyVault.Id,
TenantId = current.Apply(getClientConfigResult => getClientConfigResult.TenantId),
ObjectId = test.Apply(getServicePrincipalResult => getServicePrincipalResult.ObjectId),
KeyPermissions = new[]
{
"Get",
"Recover",
"UnwrapKey",
"WrapKey",
},
}, new CustomResourceOptions
{
DependsOn =
{
test,
current,
},
});
var exampleKey = new Azure.KeyVault.Key("example", new()
{
Name = "example-keyvaultkey",
KeyVaultId = exampleKeyVault.Id,
KeyType = "RSA",
KeySize = 2048,
KeyOpts = new[]
{
"decrypt",
"encrypt",
"sign",
"unwrapKey",
"verify",
"wrapKey",
},
}, new CustomResourceOptions
{
DependsOn =
{
exampleKeyVault,
example_sp,
},
});
var example_role1 = new Azure.Authorization.Assignment("example-role1", new()
{
Scope = exampleKeyVault.Id,
RoleDefinitionName = "Contributor",
PrincipalId = exampleUserAssignedIdentity.PrincipalId,
});
var example_role2 = new Azure.Authorization.Assignment("example-role2", new()
{
Scope = exampleAccount.Id,
RoleDefinitionName = "Storage Blob Data Contributor",
PrincipalId = exampleUserAssignedIdentity.PrincipalId,
});
var example_role3 = new Azure.Authorization.Assignment("example-role3", new()
{
Scope = exampleAccount.Id,
RoleDefinitionName = "Contributor",
PrincipalId = exampleUserAssignedIdentity.PrincipalId,
});
var example_role4 = new Azure.Authorization.Assignment("example-role4", new()
{
Scope = exampleInsights.Id,
RoleDefinitionName = "Contributor",
PrincipalId = exampleUserAssignedIdentity.PrincipalId,
});
var exampleWorkspace = new Azure.MachineLearning.Workspace("example", new()
{
Name = "example-workspace",
Location = example.Location,
ResourceGroupName = example.Name,
ApplicationInsightsId = exampleInsights.Id,
KeyVaultId = exampleKeyVault.Id,
StorageAccountId = exampleAccount.Id,
HighBusinessImpact = true,
PrimaryUserAssignedIdentity = exampleUserAssignedIdentity.Id,
Identity = new Azure.MachineLearning.Inputs.WorkspaceIdentityArgs
{
Type = "UserAssigned",
IdentityIds = new[]
{
exampleUserAssignedIdentity.Id,
},
},
Encryption = new Azure.MachineLearning.Inputs.WorkspaceEncryptionArgs
{
UserAssignedIdentityId = exampleUserAssignedIdentity.Id,
KeyVaultId = exampleKeyVault.Id,
KeyId = exampleKey.Id,
},
}, new CustomResourceOptions
{
DependsOn =
{
example_role1,
example_role2,
example_role3,
example_role4,
example_cosmosdb,
},
});
});Content copied to clipboard
package main
import (
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/appinsights"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/authorization"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/core"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/keyvault"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/machinelearning"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/storage"
"github.com/pulumi/pulumi-azuread/sdk/v5/go/azuread"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)
func main() {
pulumi.Run(func(ctx *pulumi.Context) error {
current, err := core.GetClientConfig(ctx, map[string]interface{}{}, nil)
if err != nil {
return err
}
example, err := core.NewResourceGroup(ctx, "example", &core.ResourceGroupArgs{
Name: pulumi.String("example-resources"),
Location: pulumi.String("West Europe"),
})
if err != nil {
return err
}
exampleInsights, err := appinsights.NewInsights(ctx, "example", &appinsights.InsightsArgs{
Name: pulumi.String("example-ai"),
Location: example.Location,
ResourceGroupName: example.Name,
ApplicationType: pulumi.String("web"),
})
if err != nil {
return err
}
exampleAccount, err := storage.NewAccount(ctx, "example", &storage.AccountArgs{
Name: pulumi.String("examplestorageaccount"),
Location: example.Location,
ResourceGroupName: example.Name,
AccountTier: pulumi.String("Standard"),
AccountReplicationType: pulumi.String("GRS"),
})
if err != nil {
return err
}
exampleKeyVault, err := keyvault.NewKeyVault(ctx, "example", &keyvault.KeyVaultArgs{
Name: pulumi.String("example-keyvalut"),
Location: example.Location,
ResourceGroupName: example.Name,
TenantId: pulumi.String(current.TenantId),
SkuName: pulumi.String("premium"),
PurgeProtectionEnabled: pulumi.Bool(true),
})
if err != nil {
return err
}
exampleUserAssignedIdentity, err := authorization.NewUserAssignedIdentity(ctx, "example", &authorization.UserAssignedIdentityArgs{
Name: pulumi.String("example-identity"),
Location: example.Location,
ResourceGroupName: example.Name,
})
if err != nil {
return err
}
_, err = keyvault.NewAccessPolicy(ctx, "example-identity", &keyvault.AccessPolicyArgs{
KeyVaultId: exampleKeyVault.ID(),
TenantId: pulumi.String(current.TenantId),
ObjectId: exampleUserAssignedIdentity.PrincipalId,
KeyPermissions: pulumi.StringArray{
pulumi.String("WrapKey"),
pulumi.String("UnwrapKey"),
pulumi.String("Get"),
pulumi.String("Recover"),
},
SecretPermissions: pulumi.StringArray{
pulumi.String("Get"),
pulumi.String("List"),
pulumi.String("Set"),
pulumi.String("Delete"),
pulumi.String("Recover"),
pulumi.String("Backup"),
pulumi.String("Restore"),
},
})
if err != nil {
return err
}
example_sp, err := keyvault.NewAccessPolicy(ctx, "example-sp", &keyvault.AccessPolicyArgs{
KeyVaultId: exampleKeyVault.ID(),
TenantId: pulumi.String(current.TenantId),
ObjectId: pulumi.String(current.ObjectId),
KeyPermissions: pulumi.StringArray{
pulumi.String("Get"),
pulumi.String("Create"),
pulumi.String("Recover"),
pulumi.String("Delete"),
pulumi.String("Purge"),
pulumi.String("GetRotationPolicy"),
},
})
if err != nil {
return err
}
test, err := azuread.LookupServicePrincipal(ctx, &azuread.LookupServicePrincipalArgs{
DisplayName: pulumi.StringRef("Azure Cosmos DB"),
}, nil)
if err != nil {
return err
}
example_cosmosdb, err := keyvault.NewAccessPolicy(ctx, "example-cosmosdb", &keyvault.AccessPolicyArgs{
KeyVaultId: exampleKeyVault.ID(),
TenantId: pulumi.String(current.TenantId),
ObjectId: pulumi.String(test.ObjectId),
KeyPermissions: pulumi.StringArray{
pulumi.String("Get"),
pulumi.String("Recover"),
pulumi.String("UnwrapKey"),
pulumi.String("WrapKey"),
},
}, pulumi.DependsOn([]pulumi.Resource{
test,
current,
}))
if err != nil {
return err
}
exampleKey, err := keyvault.NewKey(ctx, "example", &keyvault.KeyArgs{
Name: pulumi.String("example-keyvaultkey"),
KeyVaultId: exampleKeyVault.ID(),
KeyType: pulumi.String("RSA"),
KeySize: pulumi.Int(2048),
KeyOpts: pulumi.StringArray{
pulumi.String("decrypt"),
pulumi.String("encrypt"),
pulumi.String("sign"),
pulumi.String("unwrapKey"),
pulumi.String("verify"),
pulumi.String("wrapKey"),
},
}, pulumi.DependsOn([]pulumi.Resource{
exampleKeyVault,
example_sp,
}))
if err != nil {
return err
}
example_role1, err := authorization.NewAssignment(ctx, "example-role1", &authorization.AssignmentArgs{
Scope: exampleKeyVault.ID(),
RoleDefinitionName: pulumi.String("Contributor"),
PrincipalId: exampleUserAssignedIdentity.PrincipalId,
})
if err != nil {
return err
}
example_role2, err := authorization.NewAssignment(ctx, "example-role2", &authorization.AssignmentArgs{
Scope: exampleAccount.ID(),
RoleDefinitionName: pulumi.String("Storage Blob Data Contributor"),
PrincipalId: exampleUserAssignedIdentity.PrincipalId,
})
if err != nil {
return err
}
example_role3, err := authorization.NewAssignment(ctx, "example-role3", &authorization.AssignmentArgs{
Scope: exampleAccount.ID(),
RoleDefinitionName: pulumi.String("Contributor"),
PrincipalId: exampleUserAssignedIdentity.PrincipalId,
})
if err != nil {
return err
}
example_role4, err := authorization.NewAssignment(ctx, "example-role4", &authorization.AssignmentArgs{
Scope: exampleInsights.ID(),
RoleDefinitionName: pulumi.String("Contributor"),
PrincipalId: exampleUserAssignedIdentity.PrincipalId,
})
if err != nil {
return err
}
_, err = machinelearning.NewWorkspace(ctx, "example", &machinelearning.WorkspaceArgs{
Name: pulumi.String("example-workspace"),
Location: example.Location,
ResourceGroupName: example.Name,
ApplicationInsightsId: exampleInsights.ID(),
KeyVaultId: exampleKeyVault.ID(),
StorageAccountId: exampleAccount.ID(),
HighBusinessImpact: pulumi.Bool(true),
PrimaryUserAssignedIdentity: exampleUserAssignedIdentity.ID(),
Identity: &machinelearning.WorkspaceIdentityArgs{
Type: pulumi.String("UserAssigned"),
IdentityIds: pulumi.StringArray{
exampleUserAssignedIdentity.ID(),
},
},
Encryption: &machinelearning.WorkspaceEncryptionArgs{
UserAssignedIdentityId: exampleUserAssignedIdentity.ID(),
KeyVaultId: exampleKeyVault.ID(),
KeyId: exampleKey.ID(),
},
}, pulumi.DependsOn([]pulumi.Resource{
example_role1,
example_role2,
example_role3,
example_role4,
example_cosmosdb,
}))
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.azure.core.CoreFunctions;
import com.pulumi.azure.core.ResourceGroup;
import com.pulumi.azure.core.ResourceGroupArgs;
import com.pulumi.azure.appinsights.Insights;
import com.pulumi.azure.appinsights.InsightsArgs;
import com.pulumi.azure.storage.Account;
import com.pulumi.azure.storage.AccountArgs;
import com.pulumi.azure.keyvault.KeyVault;
import com.pulumi.azure.keyvault.KeyVaultArgs;
import com.pulumi.azure.authorization.UserAssignedIdentity;
import com.pulumi.azure.authorization.UserAssignedIdentityArgs;
import com.pulumi.azure.keyvault.AccessPolicy;
import com.pulumi.azure.keyvault.AccessPolicyArgs;
import com.pulumi.azuread.AzureadFunctions;
import com.pulumi.azuread.inputs.GetServicePrincipalArgs;
import com.pulumi.azure.keyvault.Key;
import com.pulumi.azure.keyvault.KeyArgs;
import com.pulumi.azure.authorization.Assignment;
import com.pulumi.azure.authorization.AssignmentArgs;
import com.pulumi.azure.machinelearning.Workspace;
import com.pulumi.azure.machinelearning.WorkspaceArgs;
import com.pulumi.azure.machinelearning.inputs.WorkspaceIdentityArgs;
import com.pulumi.azure.machinelearning.inputs.WorkspaceEncryptionArgs;
import com.pulumi.resources.CustomResourceOptions;
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) {
final var current = CoreFunctions.getClientConfig();
var example = new ResourceGroup("example", ResourceGroupArgs.builder()
.name("example-resources")
.location("West Europe")
.build());
var exampleInsights = new Insights("exampleInsights", InsightsArgs.builder()
.name("example-ai")
.location(example.location())
.resourceGroupName(example.name())
.applicationType("web")
.build());
var exampleAccount = new Account("exampleAccount", AccountArgs.builder()
.name("examplestorageaccount")
.location(example.location())
.resourceGroupName(example.name())
.accountTier("Standard")
.accountReplicationType("GRS")
.build());
var exampleKeyVault = new KeyVault("exampleKeyVault", KeyVaultArgs.builder()
.name("example-keyvalut")
.location(example.location())
.resourceGroupName(example.name())
.tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
.skuName("premium")
.purgeProtectionEnabled(true)
.build());
var exampleUserAssignedIdentity = new UserAssignedIdentity("exampleUserAssignedIdentity", UserAssignedIdentityArgs.builder()
.name("example-identity")
.location(example.location())
.resourceGroupName(example.name())
.build());
var example_identity = new AccessPolicy("example-identity", AccessPolicyArgs.builder()
.keyVaultId(exampleKeyVault.id())
.tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
.objectId(exampleUserAssignedIdentity.principalId())
.keyPermissions(
"WrapKey",
"UnwrapKey",
"Get",
"Recover")
.secretPermissions(
"Get",
"List",
"Set",
"Delete",
"Recover",
"Backup",
"Restore")
.build());
var example_sp = new AccessPolicy("example-sp", AccessPolicyArgs.builder()
.keyVaultId(exampleKeyVault.id())
.tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
.objectId(current.applyValue(getClientConfigResult -> getClientConfigResult.objectId()))
.keyPermissions(
"Get",
"Create",
"Recover",
"Delete",
"Purge",
"GetRotationPolicy")
.build());
final var test = AzureadFunctions.getServicePrincipal(GetServicePrincipalArgs.builder()
.displayName("Azure Cosmos DB")
.build());
var example_cosmosdb = new AccessPolicy("example-cosmosdb", AccessPolicyArgs.builder()
.keyVaultId(exampleKeyVault.id())
.tenantId(current.applyValue(getClientConfigResult -> getClientConfigResult.tenantId()))
.objectId(test.applyValue(getServicePrincipalResult -> getServicePrincipalResult.objectId()))
.keyPermissions(
"Get",
"Recover",
"UnwrapKey",
"WrapKey")
.build(), CustomResourceOptions.builder()
.dependsOn(
test.applyValue(getServicePrincipalResult -> getServicePrincipalResult),
current.applyValue(getClientConfigResult -> getClientConfigResult))
.build());
var exampleKey = new Key("exampleKey", KeyArgs.builder()
.name("example-keyvaultkey")
.keyVaultId(exampleKeyVault.id())
.keyType("RSA")
.keySize(2048)
.keyOpts(
"decrypt",
"encrypt",
"sign",
"unwrapKey",
"verify",
"wrapKey")
.build(), CustomResourceOptions.builder()
.dependsOn(
exampleKeyVault,
example_sp)
.build());
var example_role1 = new Assignment("example-role1", AssignmentArgs.builder()
.scope(exampleKeyVault.id())
.roleDefinitionName("Contributor")
.principalId(exampleUserAssignedIdentity.principalId())
.build());
var example_role2 = new Assignment("example-role2", AssignmentArgs.builder()
.scope(exampleAccount.id())
.roleDefinitionName("Storage Blob Data Contributor")
.principalId(exampleUserAssignedIdentity.principalId())
.build());
var example_role3 = new Assignment("example-role3", AssignmentArgs.builder()
.scope(exampleAccount.id())
.roleDefinitionName("Contributor")
.principalId(exampleUserAssignedIdentity.principalId())
.build());
var example_role4 = new Assignment("example-role4", AssignmentArgs.builder()
.scope(exampleInsights.id())
.roleDefinitionName("Contributor")
.principalId(exampleUserAssignedIdentity.principalId())
.build());
var exampleWorkspace = new Workspace("exampleWorkspace", WorkspaceArgs.builder()
.name("example-workspace")
.location(example.location())
.resourceGroupName(example.name())
.applicationInsightsId(exampleInsights.id())
.keyVaultId(exampleKeyVault.id())
.storageAccountId(exampleAccount.id())
.highBusinessImpact(true)
.primaryUserAssignedIdentity(exampleUserAssignedIdentity.id())
.identity(WorkspaceIdentityArgs.builder()
.type("UserAssigned")
.identityIds(exampleUserAssignedIdentity.id())
.build())
.encryption(WorkspaceEncryptionArgs.builder()
.userAssignedIdentityId(exampleUserAssignedIdentity.id())
.keyVaultId(exampleKeyVault.id())
.keyId(exampleKey.id())
.build())
.build(), CustomResourceOptions.builder()
.dependsOn(
example_role1,
example_role2,
example_role3,
example_role4,
example_cosmosdb)
.build());
}
}Content copied to clipboard
resources:
example:
type: azure:core:ResourceGroup
properties:
name: example-resources
location: West Europe
exampleInsights:
type: azure:appinsights:Insights
name: example
properties:
name: example-ai
location: ${example.location}
resourceGroupName: ${example.name}
applicationType: web
exampleAccount:
type: azure:storage:Account
name: example
properties:
name: examplestorageaccount
location: ${example.location}
resourceGroupName: ${example.name}
accountTier: Standard
accountReplicationType: GRS
exampleKeyVault:
type: azure:keyvault:KeyVault
name: example
properties:
name: example-keyvalut
location: ${example.location}
resourceGroupName: ${example.name}
tenantId: ${current.tenantId}
skuName: premium
purgeProtectionEnabled: true
exampleUserAssignedIdentity:
type: azure:authorization:UserAssignedIdentity
name: example
properties:
name: example-identity
location: ${example.location}
resourceGroupName: ${example.name}
example-identity:
type: azure:keyvault:AccessPolicy
properties:
keyVaultId: ${exampleKeyVault.id}
tenantId: ${current.tenantId}
objectId: ${exampleUserAssignedIdentity.principalId}
keyPermissions:
- WrapKey
- UnwrapKey
- Get
- Recover
secretPermissions:
- Get
- List
- Set
- Delete
- Recover
- Backup
- Restore
example-sp:
type: azure:keyvault:AccessPolicy
properties:
keyVaultId: ${exampleKeyVault.id}
tenantId: ${current.tenantId}
objectId: ${current.objectId}
keyPermissions:
- Get
- Create
- Recover
- Delete
- Purge
- GetRotationPolicy
example-cosmosdb:
type: azure:keyvault:AccessPolicy
properties:
keyVaultId: ${exampleKeyVault.id}
tenantId: ${current.tenantId}
objectId: ${test.objectId}
keyPermissions:
- Get
- Recover
- UnwrapKey
- WrapKey
options:
dependsOn:
- ${test}
- ${current}
exampleKey:
type: azure:keyvault:Key
name: example
properties:
name: example-keyvaultkey
keyVaultId: ${exampleKeyVault.id}
keyType: RSA
keySize: 2048
keyOpts:
- decrypt
- encrypt
- sign
- unwrapKey
- verify
- wrapKey
options:
dependsOn:
- ${exampleKeyVault}
- ${["example-sp"]}
example-role1:
type: azure:authorization:Assignment
properties:
scope: ${exampleKeyVault.id}
roleDefinitionName: Contributor
principalId: ${exampleUserAssignedIdentity.principalId}
example-role2:
type: azure:authorization:Assignment
properties:
scope: ${exampleAccount.id}
roleDefinitionName: Storage Blob Data Contributor
principalId: ${exampleUserAssignedIdentity.principalId}
example-role3:
type: azure:authorization:Assignment
properties:
scope: ${exampleAccount.id}
roleDefinitionName: Contributor
principalId: ${exampleUserAssignedIdentity.principalId}
example-role4:
type: azure:authorization:Assignment
properties:
scope: ${exampleInsights.id}
roleDefinitionName: Contributor
principalId: ${exampleUserAssignedIdentity.principalId}
exampleWorkspace:
type: azure:machinelearning:Workspace
name: example
properties:
name: example-workspace
location: ${example.location}
resourceGroupName: ${example.name}
applicationInsightsId: ${exampleInsights.id}
keyVaultId: ${exampleKeyVault.id}
storageAccountId: ${exampleAccount.id}
highBusinessImpact: true
primaryUserAssignedIdentity: ${exampleUserAssignedIdentity.id}
identity:
type: UserAssigned
identityIds:
- ${exampleUserAssignedIdentity.id}
encryption:
userAssignedIdentityId: ${exampleUserAssignedIdentity.id}
keyVaultId: ${exampleKeyVault.id}
keyId: ${exampleKey.id}
options:
dependsOn:
- ${["example-role1"]}
- ${["example-role2"]}
- ${["example-role3"]}
- ${["example-role4"]}
- ${["example-cosmosdb"]}
variables:
current:
fn::invoke:
function: azure:core:getClientConfig
arguments: {}
test:
fn::invoke:
function: azuread:getServicePrincipal
arguments:
displayName: Azure Cosmos DBContent copied to clipboard
Import
Machine Learning Workspace can be imported using the resource id, e.g.
$ pulumi import azure:machinelearning/workspace:Workspace example /subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/group1/providers/Microsoft.MachineLearningServices/workspaces/workspace1Content copied to clipboard
Constructors
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constructor(applicationInsightsId: Output<String>? = null, containerRegistryId: Output<String>? = null, description: Output<String>? = null, encryption: Output<WorkspaceEncryptionArgs>? = null, featureStore: Output<WorkspaceFeatureStoreArgs>? = null, friendlyName: Output<String>? = null, highBusinessImpact: Output<Boolean>? = null, identity: Output<WorkspaceIdentityArgs>? = null, imageBuildComputeName: Output<String>? = null, keyVaultId: Output<String>? = null, kind: Output<String>? = null, location: Output<String>? = null, managedNetwork: Output<WorkspaceManagedNetworkArgs>? = null, name: Output<String>? = null, primaryUserAssignedIdentity: Output<String>? = null, publicNetworkAccessEnabled: Output<Boolean>? = null, resourceGroupName: Output<String>? = null, serverlessCompute: Output<WorkspaceServerlessComputeArgs>? = null, skuName: Output<String>? = null, storageAccountId: Output<String>? = null, tags: Output<Map<String, String>>? = null, v1LegacyModeEnabled: Output<Boolean>? = null)
Properties
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The ID of the Application Insights associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
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The ID of the container registry associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
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The description of this Machine Learning Workspace.
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An encryption block as defined below. Changing this forces a new resource to be created.
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A feature_store block as defined below.
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Display name for this Machine Learning Workspace.
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Flag to signal High Business Impact (HBI) data in the workspace and reduce diagnostic data collected by the service. Changing this forces a new resource to be created.
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An identity block as defined below.
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The compute name for image build of the Machine Learning Workspace.
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The ID of key vault associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
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A managed_network block as defined below.
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The user assigned identity id that represents the workspace identity.
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Enable public access when this Machine Learning Workspace is behind VNet. Defaults to true.
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Specifies the name of the Resource Group in which the Machine Learning Workspace should exist. Changing this forces a new resource to be created.
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A serverless_compute block as defined below.
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The ID of the Storage Account associated with this Machine Learning Workspace. Changing this forces a new resource to be created.
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Enable V1 API features, enabling v1_legacy_mode may prevent you from using features provided by the v2 API. Defaults to false.