Compute Instance Args
Manages a Machine Learning Compute Instance.
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-rg",
location: "west europe",
tags: {
stage: "example",
},
});
const exampleInsights = new azure.appinsights.Insights("example", {
name: "example-ai",
location: example.location,
resourceGroupName: example.name,
applicationType: "web",
});
const exampleKeyVault = new azure.keyvault.KeyVault("example", {
name: "example-kv",
location: example.location,
resourceGroupName: example.name,
tenantId: current.then(current => current.tenantId),
skuName: "standard",
purgeProtectionEnabled: true,
});
const exampleAccount = new azure.storage.Account("example", {
name: "examplesa",
location: example.location,
resourceGroupName: example.name,
accountTier: "Standard",
accountReplicationType: "LRS",
});
const exampleWorkspace = new azure.machinelearning.Workspace("example", {
name: "example-mlw",
location: example.location,
resourceGroupName: example.name,
applicationInsightsId: exampleInsights.id,
keyVaultId: exampleKeyVault.id,
storageAccountId: exampleAccount.id,
identity: {
type: "SystemAssigned",
},
});
const exampleVirtualNetwork = new azure.network.VirtualNetwork("example", {
name: "example-vnet",
addressSpaces: ["10.1.0.0/16"],
location: example.location,
resourceGroupName: example.name,
});
const exampleSubnet = new azure.network.Subnet("example", {
name: "example-subnet",
resourceGroupName: example.name,
virtualNetworkName: exampleVirtualNetwork.name,
addressPrefixes: ["10.1.0.0/24"],
});
const config = new pulumi.Config();
const sshKey = config.get("sshKey") || "ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQCqaZoyiz1qbdOQ8xEf6uEu1cCwYowo5FHtsBhqLoDnnp7KUTEBN+L2NxRIfQ781rxV6Iq5jSav6b2Q8z5KiseOlvKA/RF2wqU0UPYqQviQhLmW6THTpmrv/YkUCuzxDpsH7DUDhZcwySLKVVe0Qm3+5N2Ta6UYH3lsDf9R9wTP2K/+vAnflKebuypNlmocIvakFWoZda18FOmsOoIVXQ8HWFNCuw9ZCunMSN62QGamCe3dL5cXlkgHYv7ekJE15IA9aOJcM7e90oeTqo+7HTcWfdu0qQqPWY5ujyMw/llas8tsXY85LFqRnr3gJ02bAscjc477+X+j/gkpFoN1QEmt terraform@demo.tld";
const exampleComputeInstance = new azure.machinelearning.ComputeInstance("example", {
name: "example",
machineLearningWorkspaceId: exampleWorkspace.id,
virtualMachineSize: "STANDARD_DS2_V2",
authorizationType: "personal",
ssh: {
publicKey: sshKey,
},
subnetResourceId: exampleSubnet.id,
description: "foo",
tags: {
foo: "bar",
},
});
import pulumi
import pulumi_azure as azure
current = azure.core.get_client_config()
example = azure.core.ResourceGroup("example",
name="example-rg",
location="west europe",
tags={
"stage": "example",
})
example_insights = azure.appinsights.Insights("example",
name="example-ai",
location=example.location,
resource_group_name=example.name,
application_type="web")
example_key_vault = azure.keyvault.KeyVault("example",
name="example-kv",
location=example.location,
resource_group_name=example.name,
tenant_id=current.tenant_id,
sku_name="standard",
purge_protection_enabled=True)
example_account = azure.storage.Account("example",
name="examplesa",
location=example.location,
resource_group_name=example.name,
account_tier="Standard",
account_replication_type="LRS")
example_workspace = azure.machinelearning.Workspace("example",
name="example-mlw",
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",
})
example_virtual_network = azure.network.VirtualNetwork("example",
name="example-vnet",
address_spaces=["10.1.0.0/16"],
location=example.location,
resource_group_name=example.name)
example_subnet = azure.network.Subnet("example",
name="example-subnet",
resource_group_name=example.name,
virtual_network_name=example_virtual_network.name,
address_prefixes=["10.1.0.0/24"])
config = pulumi.Config()
ssh_key = config.get("sshKey")
if ssh_key is None:
ssh_key = "ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQCqaZoyiz1qbdOQ8xEf6uEu1cCwYowo5FHtsBhqLoDnnp7KUTEBN+L2NxRIfQ781rxV6Iq5jSav6b2Q8z5KiseOlvKA/RF2wqU0UPYqQviQhLmW6THTpmrv/YkUCuzxDpsH7DUDhZcwySLKVVe0Qm3+5N2Ta6UYH3lsDf9R9wTP2K/+vAnflKebuypNlmocIvakFWoZda18FOmsOoIVXQ8HWFNCuw9ZCunMSN62QGamCe3dL5cXlkgHYv7ekJE15IA9aOJcM7e90oeTqo+7HTcWfdu0qQqPWY5ujyMw/llas8tsXY85LFqRnr3gJ02bAscjc477+X+j/gkpFoN1QEmt terraform@demo.tld"
example_compute_instance = azure.machinelearning.ComputeInstance("example",
name="example",
machine_learning_workspace_id=example_workspace.id,
virtual_machine_size="STANDARD_DS2_V2",
authorization_type="personal",
ssh={
"public_key": ssh_key,
},
subnet_resource_id=example_subnet.id,
description="foo",
tags={
"foo": "bar",
})
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-rg",
Location = "west europe",
Tags =
{
{ "stage", "example" },
},
});
var exampleInsights = new Azure.AppInsights.Insights("example", new()
{
Name = "example-ai",
Location = example.Location,
ResourceGroupName = example.Name,
ApplicationType = "web",
});
var exampleKeyVault = new Azure.KeyVault.KeyVault("example", new()
{
Name = "example-kv",
Location = example.Location,
ResourceGroupName = example.Name,
TenantId = current.Apply(getClientConfigResult => getClientConfigResult.TenantId),
SkuName = "standard",
PurgeProtectionEnabled = true,
});
var exampleAccount = new Azure.Storage.Account("example", new()
{
Name = "examplesa",
Location = example.Location,
ResourceGroupName = example.Name,
AccountTier = "Standard",
AccountReplicationType = "LRS",
});
var exampleWorkspace = new Azure.MachineLearning.Workspace("example", new()
{
Name = "example-mlw",
Location = example.Location,
ResourceGroupName = example.Name,
ApplicationInsightsId = exampleInsights.Id,
KeyVaultId = exampleKeyVault.Id,
StorageAccountId = exampleAccount.Id,
Identity = new Azure.MachineLearning.Inputs.WorkspaceIdentityArgs
{
Type = "SystemAssigned",
},
});
var exampleVirtualNetwork = new Azure.Network.VirtualNetwork("example", new()
{
Name = "example-vnet",
AddressSpaces = new[]
{
"10.1.0.0/16",
},
Location = example.Location,
ResourceGroupName = example.Name,
});
var exampleSubnet = new Azure.Network.Subnet("example", new()
{
Name = "example-subnet",
ResourceGroupName = example.Name,
VirtualNetworkName = exampleVirtualNetwork.Name,
AddressPrefixes = new[]
{
"10.1.0.0/24",
},
});
var config = new Config();
var sshKey = config.Get("sshKey") ?? "ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQCqaZoyiz1qbdOQ8xEf6uEu1cCwYowo5FHtsBhqLoDnnp7KUTEBN+L2NxRIfQ781rxV6Iq5jSav6b2Q8z5KiseOlvKA/RF2wqU0UPYqQviQhLmW6THTpmrv/YkUCuzxDpsH7DUDhZcwySLKVVe0Qm3+5N2Ta6UYH3lsDf9R9wTP2K/+vAnflKebuypNlmocIvakFWoZda18FOmsOoIVXQ8HWFNCuw9ZCunMSN62QGamCe3dL5cXlkgHYv7ekJE15IA9aOJcM7e90oeTqo+7HTcWfdu0qQqPWY5ujyMw/llas8tsXY85LFqRnr3gJ02bAscjc477+X+j/gkpFoN1QEmt terraform@demo.tld";
var exampleComputeInstance = new Azure.MachineLearning.ComputeInstance("example", new()
{
Name = "example",
MachineLearningWorkspaceId = exampleWorkspace.Id,
VirtualMachineSize = "STANDARD_DS2_V2",
AuthorizationType = "personal",
Ssh = new Azure.MachineLearning.Inputs.ComputeInstanceSshArgs
{
PublicKey = sshKey,
},
SubnetResourceId = exampleSubnet.Id,
Description = "foo",
Tags =
{
{ "foo", "bar" },
},
});
});
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/network"
"github.com/pulumi/pulumi-azure/sdk/v6/go/azure/storage"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
"github.com/pulumi/pulumi/sdk/v3/go/pulumi/config"
)
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-rg"),
Location: pulumi.String("west europe"),
Tags: pulumi.StringMap{
"stage": pulumi.String("example"),
},
})
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
}
exampleKeyVault, err := keyvault.NewKeyVault(ctx, "example", &keyvault.KeyVaultArgs{
Name: pulumi.String("example-kv"),
Location: example.Location,
ResourceGroupName: example.Name,
TenantId: pulumi.String(current.TenantId),
SkuName: pulumi.String("standard"),
PurgeProtectionEnabled: pulumi.Bool(true),
})
if err != nil {
return err
}
exampleAccount, err := storage.NewAccount(ctx, "example", &storage.AccountArgs{
Name: pulumi.String("examplesa"),
Location: example.Location,
ResourceGroupName: example.Name,
AccountTier: pulumi.String("Standard"),
AccountReplicationType: pulumi.String("LRS"),
})
if err != nil {
return err
}
exampleWorkspace, err := machinelearning.NewWorkspace(ctx, "example", &machinelearning.WorkspaceArgs{
Name: pulumi.String("example-mlw"),
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
}
exampleVirtualNetwork, err := network.NewVirtualNetwork(ctx, "example", &network.VirtualNetworkArgs{
Name: pulumi.String("example-vnet"),
AddressSpaces: pulumi.StringArray{
pulumi.String("10.1.0.0/16"),
},
Location: example.Location,
ResourceGroupName: example.Name,
})
if err != nil {
return err
}
exampleSubnet, err := network.NewSubnet(ctx, "example", &network.SubnetArgs{
Name: pulumi.String("example-subnet"),
ResourceGroupName: example.Name,
VirtualNetworkName: exampleVirtualNetwork.Name,
AddressPrefixes: pulumi.StringArray{
pulumi.String("10.1.0.0/24"),
},
})
if err != nil {
return err
}
cfg := config.New(ctx, "")
sshKey := "ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQCqaZoyiz1qbdOQ8xEf6uEu1cCwYowo5FHtsBhqLoDnnp7KUTEBN+L2NxRIfQ781rxV6Iq5jSav6b2Q8z5KiseOlvKA/RF2wqU0UPYqQviQhLmW6THTpmrv/YkUCuzxDpsH7DUDhZcwySLKVVe0Qm3+5N2Ta6UYH3lsDf9R9wTP2K/+vAnflKebuypNlmocIvakFWoZda18FOmsOoIVXQ8HWFNCuw9ZCunMSN62QGamCe3dL5cXlkgHYv7ekJE15IA9aOJcM7e90oeTqo+7HTcWfdu0qQqPWY5ujyMw/llas8tsXY85LFqRnr3gJ02bAscjc477+X+j/gkpFoN1QEmt terraform@demo.tld"
if param := cfg.Get("sshKey"); param != "" {
sshKey = param
}
_, err = machinelearning.NewComputeInstance(ctx, "example", &machinelearning.ComputeInstanceArgs{
Name: pulumi.String("example"),
MachineLearningWorkspaceId: exampleWorkspace.ID(),
VirtualMachineSize: pulumi.String("STANDARD_DS2_V2"),
AuthorizationType: pulumi.String("personal"),
Ssh: &machinelearning.ComputeInstanceSshArgs{
PublicKey: pulumi.String(sshKey),
},
SubnetResourceId: exampleSubnet.ID(),
Description: pulumi.String("foo"),
Tags: pulumi.StringMap{
"foo": pulumi.String("bar"),
},
})
if err != nil {
return err
}
return nil
})
}
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 com.pulumi.azure.network.VirtualNetwork;
import com.pulumi.azure.network.VirtualNetworkArgs;
import com.pulumi.azure.network.Subnet;
import com.pulumi.azure.network.SubnetArgs;
import com.pulumi.azure.machinelearning.ComputeInstance;
import com.pulumi.azure.machinelearning.ComputeInstanceArgs;
import com.pulumi.azure.machinelearning.inputs.ComputeInstanceSshArgs;
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 config = ctx.config();
final var current = CoreFunctions.getClientConfig(%!v(PANIC=Format method: runtime error: invalid memory address or nil pointer dereference);
var example = new ResourceGroup("example", ResourceGroupArgs.builder()
.name("example-rg")
.location("west europe")
.tags(Map.of("stage", "example"))
.build());
var exampleInsights = new Insights("exampleInsights", InsightsArgs.builder()
.name("example-ai")
.location(example.location())
.resourceGroupName(example.name())
.applicationType("web")
.build());
var exampleKeyVault = new KeyVault("exampleKeyVault", KeyVaultArgs.builder()
.name("example-kv")
.location(example.location())
.resourceGroupName(example.name())
.tenantId(current.tenantId())
.skuName("standard")
.purgeProtectionEnabled(true)
.build());
var exampleAccount = new Account("exampleAccount", AccountArgs.builder()
.name("examplesa")
.location(example.location())
.resourceGroupName(example.name())
.accountTier("Standard")
.accountReplicationType("LRS")
.build());
var exampleWorkspace = new Workspace("exampleWorkspace", WorkspaceArgs.builder()
.name("example-mlw")
.location(example.location())
.resourceGroupName(example.name())
.applicationInsightsId(exampleInsights.id())
.keyVaultId(exampleKeyVault.id())
.storageAccountId(exampleAccount.id())
.identity(WorkspaceIdentityArgs.builder()
.type("SystemAssigned")
.build())
.build());
var exampleVirtualNetwork = new VirtualNetwork("exampleVirtualNetwork", VirtualNetworkArgs.builder()
.name("example-vnet")
.addressSpaces("10.1.0.0/16")
.location(example.location())
.resourceGroupName(example.name())
.build());
var exampleSubnet = new Subnet("exampleSubnet", SubnetArgs.builder()
.name("example-subnet")
.resourceGroupName(example.name())
.virtualNetworkName(exampleVirtualNetwork.name())
.addressPrefixes("10.1.0.0/24")
.build());
final var sshKey = config.get("sshKey").orElse("ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQCqaZoyiz1qbdOQ8xEf6uEu1cCwYowo5FHtsBhqLoDnnp7KUTEBN+L2NxRIfQ781rxV6Iq5jSav6b2Q8z5KiseOlvKA/RF2wqU0UPYqQviQhLmW6THTpmrv/YkUCuzxDpsH7DUDhZcwySLKVVe0Qm3+5N2Ta6UYH3lsDf9R9wTP2K/+vAnflKebuypNlmocIvakFWoZda18FOmsOoIVXQ8HWFNCuw9ZCunMSN62QGamCe3dL5cXlkgHYv7ekJE15IA9aOJcM7e90oeTqo+7HTcWfdu0qQqPWY5ujyMw/llas8tsXY85LFqRnr3gJ02bAscjc477+X+j/gkpFoN1QEmt terraform@demo.tld");
var exampleComputeInstance = new ComputeInstance("exampleComputeInstance", ComputeInstanceArgs.builder()
.name("example")
.machineLearningWorkspaceId(exampleWorkspace.id())
.virtualMachineSize("STANDARD_DS2_V2")
.authorizationType("personal")
.ssh(ComputeInstanceSshArgs.builder()
.publicKey(sshKey)
.build())
.subnetResourceId(exampleSubnet.id())
.description("foo")
.tags(Map.of("foo", "bar"))
.build());
}
}
configuration:
sshKey:
type: string
default: ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQCqaZoyiz1qbdOQ8xEf6uEu1cCwYowo5FHtsBhqLoDnnp7KUTEBN+L2NxRIfQ781rxV6Iq5jSav6b2Q8z5KiseOlvKA/RF2wqU0UPYqQviQhLmW6THTpmrv/YkUCuzxDpsH7DUDhZcwySLKVVe0Qm3+5N2Ta6UYH3lsDf9R9wTP2K/+vAnflKebuypNlmocIvakFWoZda18FOmsOoIVXQ8HWFNCuw9ZCunMSN62QGamCe3dL5cXlkgHYv7ekJE15IA9aOJcM7e90oeTqo+7HTcWfdu0qQqPWY5ujyMw/llas8tsXY85LFqRnr3gJ02bAscjc477+X+j/gkpFoN1QEmt terraform@demo.tld
resources:
example:
type: azure:core:ResourceGroup
properties:
name: example-rg
location: west europe
tags:
stage: example
exampleInsights:
type: azure:appinsights:Insights
name: example
properties:
name: example-ai
location: ${example.location}
resourceGroupName: ${example.name}
applicationType: web
exampleKeyVault:
type: azure:keyvault:KeyVault
name: example
properties:
name: example-kv
location: ${example.location}
resourceGroupName: ${example.name}
tenantId: ${current.tenantId}
skuName: standard
purgeProtectionEnabled: true
exampleAccount:
type: azure:storage:Account
name: example
properties:
name: examplesa
location: ${example.location}
resourceGroupName: ${example.name}
accountTier: Standard
accountReplicationType: LRS
exampleWorkspace:
type: azure:machinelearning:Workspace
name: example
properties:
name: example-mlw
location: ${example.location}
resourceGroupName: ${example.name}
applicationInsightsId: ${exampleInsights.id}
keyVaultId: ${exampleKeyVault.id}
storageAccountId: ${exampleAccount.id}
identity:
type: SystemAssigned
exampleVirtualNetwork:
type: azure:network:VirtualNetwork
name: example
properties:
name: example-vnet
addressSpaces:
- 10.1.0.0/16
location: ${example.location}
resourceGroupName: ${example.name}
exampleSubnet:
type: azure:network:Subnet
name: example
properties:
name: example-subnet
resourceGroupName: ${example.name}
virtualNetworkName: ${exampleVirtualNetwork.name}
addressPrefixes:
- 10.1.0.0/24
exampleComputeInstance:
type: azure:machinelearning:ComputeInstance
name: example
properties:
name: example
machineLearningWorkspaceId: ${exampleWorkspace.id}
virtualMachineSize: STANDARD_DS2_V2
authorizationType: personal
ssh:
publicKey: ${sshKey}
subnetResourceId: ${exampleSubnet.id}
description: foo
tags:
foo: bar
variables:
current:
fn::invoke:
function: azure:core:getClientConfig
arguments: {}
API Providers
This resource uses the following Azure API Providers:
Microsoft.MachineLearningServices
: 2024-04-01
Import
Machine Learning Compute Instances can be imported using the resource id
, e.g.
$ pulumi import azure:machinelearning/computeInstance:ComputeInstance example /subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/resGroup1/providers/Microsoft.MachineLearningServices/workspaces/workspace1/computes/compute1
Constructors
Properties
A assign_to_user
block as defined below. A user explicitly assigned to a personal compute instance. Changing this forces a new Machine Learning Compute Instance to be created.
The Compute Instance Authorization type. Possible values include: personal
. Changing this forces a new Machine Learning Compute Instance to be created.
The description of the Machine Learning Compute Instance. Changing this forces a new Machine Learning Compute Instance to be created.
An identity
block as defined below. Changing this forces a new Machine Learning Compute Instance to be created.
Whether local authentication methods is enabled. Defaults to true
. Changing this forces a new Machine Learning Compute Instance to be created.
The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Instance to be created.
Whether the compute instance will have a public ip. To set this to false a subnet_resource_id
needs to be set. Defaults to true
. Changing this forces a new Machine Learning Compute Cluster to be created.
A ssh
block as defined below. Specifies policy and settings for SSH access. Changing this forces a new Machine Learning Compute Instance to be created.
Virtual network subnet resource ID the compute nodes belong to. Changing this forces a new Machine Learning Compute Instance to be created.
The Virtual Machine Size. Changing this forces a new Machine Learning Compute Instance to be created.