
com.pulumi.azure.machinelearning.kotlin.ComputeClusterArgs.kt Maven / Gradle / Ivy
@file:Suppress("NAME_SHADOWING", "DEPRECATION")
package com.pulumi.azure.machinelearning.kotlin
import com.pulumi.azure.machinelearning.ComputeClusterArgs.builder
import com.pulumi.azure.machinelearning.kotlin.inputs.ComputeClusterIdentityArgs
import com.pulumi.azure.machinelearning.kotlin.inputs.ComputeClusterIdentityArgsBuilder
import com.pulumi.azure.machinelearning.kotlin.inputs.ComputeClusterScaleSettingsArgs
import com.pulumi.azure.machinelearning.kotlin.inputs.ComputeClusterScaleSettingsArgsBuilder
import com.pulumi.azure.machinelearning.kotlin.inputs.ComputeClusterSshArgs
import com.pulumi.azure.machinelearning.kotlin.inputs.ComputeClusterSshArgsBuilder
import com.pulumi.core.Output
import com.pulumi.core.Output.of
import com.pulumi.kotlin.ConvertibleToJava
import com.pulumi.kotlin.PulumiTagMarker
import com.pulumi.kotlin.applySuspend
import kotlin.Boolean
import kotlin.Pair
import kotlin.String
import kotlin.Suppress
import kotlin.Unit
import kotlin.collections.Map
import kotlin.jvm.JvmName
/**
* Manages a Machine Learning Compute Cluster.
* **NOTE:** At this point in time the resource cannot be updated (not supported by the backend Azure Go SDK). Therefore it can only be created and deleted, not updated. At the moment, there is also no possibility to specify ssh User Account Credentials to ssh into the compute cluster.
* ## 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 test = new azure.machinelearning.ComputeCluster("test", {
* name: "example",
* location: example.location,
* vmPriority: "LowPriority",
* vmSize: "Standard_DS2_v2",
* machineLearningWorkspaceId: exampleWorkspace.id,
* subnetResourceId: exampleSubnet.id,
* scaleSettings: {
* minNodeCount: 0,
* maxNodeCount: 1,
* scaleDownNodesAfterIdleDuration: "PT30S",
* },
* identity: {
* type: "SystemAssigned",
* },
* });
* ```
* ```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"])
* test = azure.machinelearning.ComputeCluster("test",
* name="example",
* location=example.location,
* vm_priority="LowPriority",
* vm_size="Standard_DS2_v2",
* machine_learning_workspace_id=example_workspace.id,
* subnet_resource_id=example_subnet.id,
* scale_settings={
* "min_node_count": 0,
* "max_node_count": 1,
* "scale_down_nodes_after_idle_duration": "PT30S",
* },
* identity={
* "type": "SystemAssigned",
* })
* ```
* ```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 test = new Azure.MachineLearning.ComputeCluster("test", new()
* {
* Name = "example",
* Location = example.Location,
* VmPriority = "LowPriority",
* VmSize = "Standard_DS2_v2",
* MachineLearningWorkspaceId = exampleWorkspace.Id,
* SubnetResourceId = exampleSubnet.Id,
* ScaleSettings = new Azure.MachineLearning.Inputs.ComputeClusterScaleSettingsArgs
* {
* MinNodeCount = 0,
* MaxNodeCount = 1,
* ScaleDownNodesAfterIdleDuration = "PT30S",
* },
* Identity = new Azure.MachineLearning.Inputs.ComputeClusterIdentityArgs
* {
* Type = "SystemAssigned",
* },
* });
* });
* ```
* ```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"
* )
* 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
* }
* _, err = machinelearning.NewComputeCluster(ctx, "test", &machinelearning.ComputeClusterArgs{
* Name: pulumi.String("example"),
* Location: example.Location,
* VmPriority: pulumi.String("LowPriority"),
* VmSize: pulumi.String("Standard_DS2_v2"),
* MachineLearningWorkspaceId: exampleWorkspace.ID(),
* SubnetResourceId: exampleSubnet.ID(),
* ScaleSettings: &machinelearning.ComputeClusterScaleSettingsArgs{
* MinNodeCount: pulumi.Int(0),
* MaxNodeCount: pulumi.Int(1),
* ScaleDownNodesAfterIdleDuration: pulumi.String("PT30S"),
* },
* Identity: &machinelearning.ComputeClusterIdentityArgs{
* Type: pulumi.String("SystemAssigned"),
* },
* })
* 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.ComputeCluster;
* import com.pulumi.azure.machinelearning.ComputeClusterArgs;
* import com.pulumi.azure.machinelearning.inputs.ComputeClusterScaleSettingsArgs;
* import com.pulumi.azure.machinelearning.inputs.ComputeClusterIdentityArgs;
* 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-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());
* var test = new ComputeCluster("test", ComputeClusterArgs.builder()
* .name("example")
* .location(example.location())
* .vmPriority("LowPriority")
* .vmSize("Standard_DS2_v2")
* .machineLearningWorkspaceId(exampleWorkspace.id())
* .subnetResourceId(exampleSubnet.id())
* .scaleSettings(ComputeClusterScaleSettingsArgs.builder()
* .minNodeCount(0)
* .maxNodeCount(1)
* .scaleDownNodesAfterIdleDuration("PT30S")
* .build())
* .identity(ComputeClusterIdentityArgs.builder()
* .type("SystemAssigned")
* .build())
* .build());
* }
* }
* ```
* ```yaml
* 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
* test:
* type: azure:machinelearning:ComputeCluster
* properties:
* name: example
* location: ${example.location}
* vmPriority: LowPriority
* vmSize: Standard_DS2_v2
* machineLearningWorkspaceId: ${exampleWorkspace.id}
* subnetResourceId: ${exampleSubnet.id}
* scaleSettings:
* minNodeCount: 0
* maxNodeCount: 1
* scaleDownNodesAfterIdleDuration: PT30S
* identity:
* type: SystemAssigned
* variables:
* current:
* fn::invoke:
* Function: azure:core:getClientConfig
* Arguments: {}
* ```
*
* ## Import
* Machine Learning Compute Clusters can be imported using the `resource id`, e.g.
* ```sh
* $ pulumi import azure:machinelearning/computeCluster:ComputeCluster example /subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/resGroup1/providers/Microsoft.MachineLearningServices/workspaces/workspace1/computes/cluster1
* ```
* @property description The description of the Machine Learning compute. Changing this forces a new Machine Learning Compute Cluster to be created.
* @property identity An `identity` block as defined below.
* @property localAuthEnabled Whether local authentication methods is enabled. Defaults to `true`. Changing this forces a new Machine Learning Compute Cluster to be created.
* @property location The Azure Region where the Machine Learning Compute Cluster should exist. Changing this forces a new Machine Learning Compute Cluster to be created.
* @property machineLearningWorkspaceId The ID of the Machine Learning Workspace. Changing this forces a new Machine Learning Compute Cluster to be created.
* @property name The name which should be used for this Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.
* @property nodePublicIpEnabled Whether the compute cluster 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.
* @property scaleSettings A `scale_settings` block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.
* @property ssh Credentials for an administrator user account that will be created on each compute node. A `ssh` block as defined below. Changing this forces a new Machine Learning Compute Cluster to be created.
* @property sshPublicAccessEnabled A boolean value indicating whether enable the public SSH port. Changing this forces a new Machine Learning Compute Cluster to be created.
* @property subnetResourceId The ID of the Subnet that the Compute Cluster should reside in. Changing this forces a new Machine Learning Compute Cluster to be created.
* @property tags A mapping of tags which should be assigned to the Machine Learning Compute Cluster. Changing this forces a new Machine Learning Compute Cluster to be created.
* @property vmPriority The priority of the VM. Changing this forces a new Machine Learning Compute Cluster to be created. Accepted values are `Dedicated` and `LowPriority`.
* @property vmSize The size of the VM. Changing this forces a new Machine Learning Compute Cluster to be created.
*/
public data class ComputeClusterArgs(
public val description: Output? = null,
public val identity: Output? = null,
public val localAuthEnabled: Output? = null,
public val location: Output? = null,
public val machineLearningWorkspaceId: Output? = null,
public val name: Output? = null,
public val nodePublicIpEnabled: Output? = null,
public val scaleSettings: Output? = null,
public val ssh: Output? = null,
public val sshPublicAccessEnabled: Output? = null,
public val subnetResourceId: Output? = null,
public val tags: Output
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