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Build cloud applications and infrastructure by combining the safety and reliability of infrastructure as code with the power of the Kotlin programming language.
@file:Suppress("NAME_SHADOWING", "DEPRECATION")
package com.pulumi.azure.machinelearning.kotlin
import com.pulumi.azure.machinelearning.kotlin.outputs.ComputeInstanceAssignToUser
import com.pulumi.azure.machinelearning.kotlin.outputs.ComputeInstanceIdentity
import com.pulumi.azure.machinelearning.kotlin.outputs.ComputeInstanceSsh
import com.pulumi.core.Output
import com.pulumi.kotlin.KotlinCustomResource
import com.pulumi.kotlin.PulumiTagMarker
import com.pulumi.kotlin.ResourceMapper
import com.pulumi.kotlin.options.CustomResourceOptions
import com.pulumi.kotlin.options.CustomResourceOptionsBuilder
import com.pulumi.resources.Resource
import kotlin.Boolean
import kotlin.Deprecated
import kotlin.String
import kotlin.Suppress
import kotlin.Unit
import kotlin.collections.Map
import com.pulumi.azure.machinelearning.kotlin.outputs.ComputeInstanceAssignToUser.Companion.toKotlin as computeInstanceAssignToUserToKotlin
import com.pulumi.azure.machinelearning.kotlin.outputs.ComputeInstanceIdentity.Companion.toKotlin as computeInstanceIdentityToKotlin
import com.pulumi.azure.machinelearning.kotlin.outputs.ComputeInstanceSsh.Companion.toKotlin as computeInstanceSshToKotlin
/**
* Builder for [ComputeInstance].
*/
@PulumiTagMarker
public class ComputeInstanceResourceBuilder internal constructor() {
public var name: String? = null
public var args: ComputeInstanceArgs = ComputeInstanceArgs()
public var opts: CustomResourceOptions = CustomResourceOptions()
/**
* @param name The _unique_ name of the resulting resource.
*/
public fun name(`value`: String) {
this.name = value
}
/**
* @param block The arguments to use to populate this resource's properties.
*/
public suspend fun args(block: suspend ComputeInstanceArgsBuilder.() -> Unit) {
val builder = ComputeInstanceArgsBuilder()
block(builder)
this.args = builder.build()
}
/**
* @param block A bag of options that control this resource's behavior.
*/
public suspend fun opts(block: suspend CustomResourceOptionsBuilder.() -> Unit) {
this.opts = com.pulumi.kotlin.options.CustomResourceOptions.opts(block)
}
internal fun build(): ComputeInstance {
val builtJavaResource =
com.pulumi.azure.machinelearning.ComputeInstance(
this.name,
this.args.toJava(),
this.opts.toJava(),
)
return ComputeInstance(builtJavaResource)
}
}
/**
* Manages a Machine Learning Compute Instance.
* ## Example Usage
*
* ```typescript
* 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 [email protected]";
* 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",
* },
* });
* ```
* ```python
* 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 [email protected]"
* 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",
* })
* ```
* ```csharp
* 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 [email protected]";
* 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" },
* },
* });
* });
* ```
* ```go
* package main
* import (
* "github.com/pulumi/pulumi-azure/sdk/v5/go/azure/appinsights"
* "github.com/pulumi/pulumi-azure/sdk/v5/go/azure/core"
* "github.com/pulumi/pulumi-azure/sdk/v5/go/azure/keyvault"
* "github.com/pulumi/pulumi-azure/sdk/v5/go/azure/machinelearning"
* "github.com/pulumi/pulumi-azure/sdk/v5/go/azure/network"
* "github.com/pulumi/pulumi-azure/sdk/v5/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, nil, 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 [email protected]"
* 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
* })
* }
* ```
* ```java
* 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();
* 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.applyValue(getClientConfigResult -> getClientConfigResult.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 [email protected]");
* 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());
* }
* }
* ```
* ```yaml
* configuration:
* sshKey:
* type: string
* default: ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQCqaZoyiz1qbdOQ8xEf6uEu1cCwYowo5FHtsBhqLoDnnp7KUTEBN+L2NxRIfQ781rxV6Iq5jSav6b2Q8z5KiseOlvKA/RF2wqU0UPYqQviQhLmW6THTpmrv/YkUCuzxDpsH7DUDhZcwySLKVVe0Qm3+5N2Ta6UYH3lsDf9R9wTP2K/+vAnflKebuypNlmocIvakFWoZda18FOmsOoIVXQ8HWFNCuw9ZCunMSN62QGamCe3dL5cXlkgHYv7ekJE15IA9aOJcM7e90oeTqo+7HTcWfdu0qQqPWY5ujyMw/llas8tsXY85LFqRnr3gJ02bAscjc477+X+j/gkpFoN1QEmt [email protected]
* 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: {}
* ```
*
* ## Import
* Machine Learning Compute Instances can be imported using the `resource id`, e.g.
* ```sh
* $ pulumi import azure:machinelearning/computeInstance:ComputeInstance example /subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/resGroup1/providers/Microsoft.MachineLearningServices/workspaces/workspace1/computes/compute1
* ```
*/
public class ComputeInstance internal constructor(
override val javaResource: com.pulumi.azure.machinelearning.ComputeInstance,
) : KotlinCustomResource(javaResource, ComputeInstanceMapper) {
/**
* 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.
*/
public val assignToUser: Output?
get() = javaResource.assignToUser().applyValue({ args0 ->
args0.map({ args0 ->
args0.let({ args0 ->
computeInstanceAssignToUserToKotlin(args0)
})
}).orElse(null)
})
/**
* The Compute Instance Authorization type. Possible values include: `personal`. Changing this forces a new Machine Learning Compute Instance to be created.
*/
public val authorizationType: Output?
get() = javaResource.authorizationType().applyValue({ args0 ->
args0.map({ args0 ->
args0
}).orElse(null)
})
/**
* The description of the Machine Learning Compute Instance. Changing this forces a new Machine Learning Compute Instance to be created.
*/
public val description: Output?
get() = javaResource.description().applyValue({ args0 ->
args0.map({ args0 ->
args0
}).orElse(null)
})
/**
* An `identity` block as defined below. Changing this forces a new Machine Learning Compute Instance to be created.
*/
public val identity: Output?
get() = javaResource.identity().applyValue({ args0 ->
args0.map({ args0 ->
args0.let({ args0 ->
computeInstanceIdentityToKotlin(args0)
})
}).orElse(null)
})
/**
* Whether local authentication methods is enabled. Defaults to `true`. Changing this forces a new Machine Learning Compute Instance to be created.
*/
public val localAuthEnabled: Output?
get() = javaResource.localAuthEnabled().applyValue({ args0 ->
args0.map({ args0 ->
args0
}).orElse(null)
})
/**
* The Azure Region where the Machine Learning Compute Instance should exist.
* > **Note:** The `location` field is not supported for Machine Learning Compute Instances and has no effect so as such will be removed in v4.0 of the AzureRM provider. For more information, please see the product [documentation](https://learn.microsoft.com/azure/machine-learning/how-to-create-attach-compute-cluster?view=azureml-api-2&tabs=python).
*/
@Deprecated(
message = """
The `azure.machinelearning.ComputeInstance` must be deployed to the same location as the
associated `azure.machinelearning.Workspace` resource, as the `location` fields must be the
same the `location` field no longer has any effect and will be removed in version 4.0 of the
AzureRM Provider
""",
)
public val location: Output
get() = javaResource.location().applyValue({ args0 -> args0 })
/**
* The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Instance to be created.
*/
public val machineLearningWorkspaceId: Output
get() = javaResource.machineLearningWorkspaceId().applyValue({ args0 -> args0 })
/**
* The name which should be used for this Machine Learning Compute Instance. Changing this forces a new Machine Learning Compute Instance to be created.
*/
public val name: Output
get() = javaResource.name().applyValue({ args0 -> args0 })
/**
* 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.
*/
public val nodePublicIpEnabled: Output?
get() = javaResource.nodePublicIpEnabled().applyValue({ args0 ->
args0.map({ args0 ->
args0
}).orElse(null)
})
/**
* 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.
*/
public val ssh: Output?
get() = javaResource.ssh().applyValue({ args0 ->
args0.map({ args0 ->
args0.let({ args0 ->
computeInstanceSshToKotlin(args0)
})
}).orElse(null)
})
/**
* Virtual network subnet resource ID the compute nodes belong to. Changing this forces a new Machine Learning Compute Instance to be created.
*/
public val subnetResourceId: Output?
get() = javaResource.subnetResourceId().applyValue({ args0 ->
args0.map({ args0 ->
args0
}).orElse(null)
})
/**
* A mapping of tags which should be assigned to the Machine Learning Compute Instance. Changing this forces a new Machine Learning Compute Instance to be created.
*/
public val tags: Output>?
get() = javaResource.tags().applyValue({ args0 ->
args0.map({ args0 ->
args0.map({ args0 ->
args0.key.to(args0.value)
}).toMap()
}).orElse(null)
})
/**
* The Virtual Machine Size. Changing this forces a new Machine Learning Compute Instance to be created.
*/
public val virtualMachineSize: Output
get() = javaResource.virtualMachineSize().applyValue({ args0 -> args0 })
}
public object ComputeInstanceMapper : ResourceMapper {
override fun supportsMappingOfType(javaResource: Resource): Boolean =
com.pulumi.azure.machinelearning.ComputeInstance::class == javaResource::class
override fun map(javaResource: Resource): ComputeInstance = ComputeInstance(
javaResource as
com.pulumi.azure.machinelearning.ComputeInstance,
)
}
/**
* @see [ComputeInstance].
* @param name The _unique_ name of the resulting resource.
* @param block Builder for [ComputeInstance].
*/
public suspend fun computeInstance(
name: String,
block: suspend ComputeInstanceResourceBuilder.() -> Unit,
): ComputeInstance {
val builder = ComputeInstanceResourceBuilder()
builder.name(name)
block(builder)
return builder.build()
}
/**
* @see [ComputeInstance].
* @param name The _unique_ name of the resulting resource.
*/
public fun computeInstance(name: String): ComputeInstance {
val builder = ComputeInstanceResourceBuilder()
builder.name(name)
return builder.build()
}
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