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A native Pulumi package for creating and managing Azure resources.
// *** WARNING: this file was generated by pulumi-java-gen. ***
// *** Do not edit by hand unless you're certain you know what you are doing! ***
package com.pulumi.azurenative.machinelearningservices;
import com.pulumi.azurenative.Utilities;
import com.pulumi.azurenative.machinelearningservices.ComputeArgs;
import com.pulumi.azurenative.machinelearningservices.outputs.AKSResponse;
import com.pulumi.azurenative.machinelearningservices.outputs.AmlComputeResponse;
import com.pulumi.azurenative.machinelearningservices.outputs.ComputeInstanceResponse;
import com.pulumi.azurenative.machinelearningservices.outputs.DataFactoryResponse;
import com.pulumi.azurenative.machinelearningservices.outputs.DataLakeAnalyticsResponse;
import com.pulumi.azurenative.machinelearningservices.outputs.DatabricksResponse;
import com.pulumi.azurenative.machinelearningservices.outputs.HDInsightResponse;
import com.pulumi.azurenative.machinelearningservices.outputs.KubernetesResponse;
import com.pulumi.azurenative.machinelearningservices.outputs.ManagedServiceIdentityResponse;
import com.pulumi.azurenative.machinelearningservices.outputs.SkuResponse;
import com.pulumi.azurenative.machinelearningservices.outputs.SynapseSparkResponse;
import com.pulumi.azurenative.machinelearningservices.outputs.SystemDataResponse;
import com.pulumi.azurenative.machinelearningservices.outputs.VirtualMachineResponse;
import com.pulumi.core.Alias;
import com.pulumi.core.Output;
import com.pulumi.core.annotations.Export;
import com.pulumi.core.annotations.ResourceType;
import com.pulumi.core.internal.Codegen;
import java.lang.Object;
import java.lang.String;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import javax.annotation.Nullable;
/**
* Machine Learning compute object wrapped into ARM resource envelope.
* Azure REST API version: 2023-04-01.
*
* Other available API versions: 2022-01-01-preview, 2023-04-01-preview, 2023-06-01-preview, 2023-08-01-preview, 2023-10-01, 2024-01-01-preview, 2024-04-01, 2024-04-01-preview, 2024-07-01-preview.
*
* ## Example Usage
* ### Create a AML Compute
*
*
* {@code
* package generated_program;
*
* import com.pulumi.Context;
* import com.pulumi.Pulumi;
* import com.pulumi.core.Output;
* import com.pulumi.azurenative.machinelearningservices.Compute;
* import com.pulumi.azurenative.machinelearningservices.ComputeArgs;
* import java.util.List;
* import java.util.ArrayList;
* import java.util.Map;
* import java.io.File;
* import java.nio.file.Files;
* import java.nio.file.Paths;
*
* public class App {
* public static void main(String[] args) {
* Pulumi.run(App::stack);
* }
*
* public static void stack(Context ctx) {
* var compute = new Compute("compute", ComputeArgs.builder()
* .computeName("compute123")
* .location("eastus")
* .properties(AmlComputeArgs.builder()
* .computeType("AmlCompute")
* .properties(AmlComputePropertiesArgs.builder()
* .enableNodePublicIp(true)
* .isolatedNetwork(false)
* .osType("Windows")
* .remoteLoginPortPublicAccess("NotSpecified")
* .scaleSettings(ScaleSettingsArgs.builder()
* .maxNodeCount(1)
* .minNodeCount(0)
* .nodeIdleTimeBeforeScaleDown("PT5M")
* .build())
* .virtualMachineImage(VirtualMachineImageArgs.builder()
* .id("/subscriptions/00000000-0000-0000-0000-000000000000/resourceGroups/myResourceGroup/providers/Microsoft.Compute/galleries/myImageGallery/images/myImageDefinition/versions/0.0.1")
* .build())
* .vmPriority("Dedicated")
* .vmSize("STANDARD_NC6")
* .build())
* .build())
* .resourceGroupName("testrg123")
* .workspaceName("workspaces123")
* .build());
*
* }
* }
*
* }
*
* ### Create a DataFactory Compute
*
*
* {@code
* package generated_program;
*
* import com.pulumi.Context;
* import com.pulumi.Pulumi;
* import com.pulumi.core.Output;
* import com.pulumi.azurenative.machinelearningservices.Compute;
* import com.pulumi.azurenative.machinelearningservices.ComputeArgs;
* import java.util.List;
* import java.util.ArrayList;
* import java.util.Map;
* import java.io.File;
* import java.nio.file.Files;
* import java.nio.file.Paths;
*
* public class App {
* public static void main(String[] args) {
* Pulumi.run(App::stack);
* }
*
* public static void stack(Context ctx) {
* var compute = new Compute("compute", ComputeArgs.builder()
* .computeName("compute123")
* .location("eastus")
* .properties(DataFactoryArgs.builder()
* .computeType("DataFactory")
* .build())
* .resourceGroupName("testrg123")
* .workspaceName("workspaces123")
* .build());
*
* }
* }
*
* }
*
* ### Create an AKS Compute
*
*
* {@code
* package generated_program;
*
* import com.pulumi.Context;
* import com.pulumi.Pulumi;
* import com.pulumi.core.Output;
* import com.pulumi.azurenative.machinelearningservices.Compute;
* import com.pulumi.azurenative.machinelearningservices.ComputeArgs;
* import java.util.List;
* import java.util.ArrayList;
* import java.util.Map;
* import java.io.File;
* import java.nio.file.Files;
* import java.nio.file.Paths;
*
* public class App {
* public static void main(String[] args) {
* Pulumi.run(App::stack);
* }
*
* public static void stack(Context ctx) {
* var compute = new Compute("compute", ComputeArgs.builder()
* .computeName("compute123")
* .location("eastus")
* .properties(AKSArgs.builder()
* .computeType("AKS")
* .build())
* .resourceGroupName("testrg123")
* .workspaceName("workspaces123")
* .build());
*
* }
* }
*
* }
*
* ### Create an ComputeInstance Compute
*
*
* {@code
* package generated_program;
*
* import com.pulumi.Context;
* import com.pulumi.Pulumi;
* import com.pulumi.core.Output;
* import com.pulumi.azurenative.machinelearningservices.Compute;
* import com.pulumi.azurenative.machinelearningservices.ComputeArgs;
* import java.util.List;
* import java.util.ArrayList;
* import java.util.Map;
* import java.io.File;
* import java.nio.file.Files;
* import java.nio.file.Paths;
*
* public class App {
* public static void main(String[] args) {
* Pulumi.run(App::stack);
* }
*
* public static void stack(Context ctx) {
* var compute = new Compute("compute", ComputeArgs.builder()
* .computeName("compute123")
* .location("eastus")
* .properties(ComputeInstanceArgs.builder()
* .computeType("ComputeInstance")
* .properties(ComputeInstancePropertiesArgs.builder()
* .applicationSharingPolicy("Personal")
* .computeInstanceAuthorizationType("personal")
* .customServices(CustomServiceArgs.builder()
* .docker(DockerArgs.builder()
* .privileged(true)
* .build())
* .endpoints(EndpointArgs.builder()
* .name("connect")
* .protocol("http")
* .published(8787)
* .target(8787)
* .build())
* .environmentVariables(Map.of("test_variable", Map.ofEntries(
* Map.entry("type", "local"),
* Map.entry("value", "test_value")
* )))
* .image(ImageArgs.builder()
* .reference("ghcr.io/azure/rocker-rstudio-ml-verse:latest")
* .type("docker")
* .build())
* .name("rstudio")
* .volumes(VolumeDefinitionArgs.builder()
* .readOnly(false)
* .source("/home/azureuser/cloudfiles")
* .target("/home/azureuser/cloudfiles")
* .type("bind")
* .build())
* .build())
* .personalComputeInstanceSettings(PersonalComputeInstanceSettingsArgs.builder()
* .assignedUser(AssignedUserArgs.builder()
* .objectId("00000000-0000-0000-0000-000000000000")
* .tenantId("00000000-0000-0000-0000-000000000000")
* .build())
* .build())
* .sshSettings(ComputeInstanceSshSettingsArgs.builder()
* .sshPublicAccess("Disabled")
* .build())
* .subnet(ResourceIdArgs.builder()
* .id("test-subnet-resource-id")
* .build())
* .vmSize("STANDARD_NC6")
* .build())
* .build())
* .resourceGroupName("testrg123")
* .workspaceName("workspaces123")
* .build());
*
* }
* }
*
* }
*
* ### Create an ComputeInstance Compute with Schedules
*
*
* {@code
* package generated_program;
*
* import com.pulumi.Context;
* import com.pulumi.Pulumi;
* import com.pulumi.core.Output;
* import com.pulumi.azurenative.machinelearningservices.Compute;
* import com.pulumi.azurenative.machinelearningservices.ComputeArgs;
* import java.util.List;
* import java.util.ArrayList;
* import java.util.Map;
* import java.io.File;
* import java.nio.file.Files;
* import java.nio.file.Paths;
*
* public class App {
* public static void main(String[] args) {
* Pulumi.run(App::stack);
* }
*
* public static void stack(Context ctx) {
* var compute = new Compute("compute", ComputeArgs.builder()
* .computeName("compute123")
* .location("eastus")
* .properties(ComputeInstanceArgs.builder()
* .computeType("ComputeInstance")
* .properties(ComputeInstancePropertiesArgs.builder()
* .applicationSharingPolicy("Personal")
* .computeInstanceAuthorizationType("personal")
* .personalComputeInstanceSettings(PersonalComputeInstanceSettingsArgs.builder()
* .assignedUser(AssignedUserArgs.builder()
* .objectId("00000000-0000-0000-0000-000000000000")
* .tenantId("00000000-0000-0000-0000-000000000000")
* .build())
* .build())
* .schedules(ComputeSchedulesArgs.builder()
* .computeStartStop(ComputeStartStopScheduleArgs.builder()
* .action("Stop")
* .cron(CronArgs.builder()
* .expression("0 18 * * *")
* .startTime("2021-04-23T01:30:00")
* .timeZone("Pacific Standard Time")
* .build())
* .status("Enabled")
* .triggerType("Cron")
* .build())
* .build())
* .sshSettings(ComputeInstanceSshSettingsArgs.builder()
* .sshPublicAccess("Disabled")
* .build())
* .vmSize("STANDARD_NC6")
* .build())
* .build())
* .resourceGroupName("testrg123")
* .workspaceName("workspaces123")
* .build());
*
* }
* }
*
* }
*
* ### Create an ComputeInstance Compute with minimal inputs
*
*
* {@code
* package generated_program;
*
* import com.pulumi.Context;
* import com.pulumi.Pulumi;
* import com.pulumi.core.Output;
* import com.pulumi.azurenative.machinelearningservices.Compute;
* import com.pulumi.azurenative.machinelearningservices.ComputeArgs;
* import java.util.List;
* import java.util.ArrayList;
* import java.util.Map;
* import java.io.File;
* import java.nio.file.Files;
* import java.nio.file.Paths;
*
* public class App {
* public static void main(String[] args) {
* Pulumi.run(App::stack);
* }
*
* public static void stack(Context ctx) {
* var compute = new Compute("compute", ComputeArgs.builder()
* .computeName("compute123")
* .location("eastus")
* .properties(ComputeInstanceArgs.builder()
* .computeType("ComputeInstance")
* .properties(ComputeInstancePropertiesArgs.builder()
* .vmSize("STANDARD_NC6")
* .build())
* .build())
* .resourceGroupName("testrg123")
* .workspaceName("workspaces123")
* .build());
*
* }
* }
*
* }
*
* ### Update a AML Compute
*
*
* {@code
* package generated_program;
*
* import com.pulumi.Context;
* import com.pulumi.Pulumi;
* import com.pulumi.core.Output;
* import com.pulumi.azurenative.machinelearningservices.Compute;
* import com.pulumi.azurenative.machinelearningservices.ComputeArgs;
* import java.util.List;
* import java.util.ArrayList;
* import java.util.Map;
* import java.io.File;
* import java.nio.file.Files;
* import java.nio.file.Paths;
*
* public class App {
* public static void main(String[] args) {
* Pulumi.run(App::stack);
* }
*
* public static void stack(Context ctx) {
* var compute = new Compute("compute", ComputeArgs.builder()
* .computeName("compute123")
* .location("eastus")
* .properties(AmlComputeArgs.builder()
* .computeType("AmlCompute")
* .description("some compute")
* .properties(AmlComputePropertiesArgs.builder()
* .scaleSettings(ScaleSettingsArgs.builder()
* .maxNodeCount(4)
* .minNodeCount(4)
* .nodeIdleTimeBeforeScaleDown("PT5M")
* .build())
* .build())
* .build())
* .resourceGroupName("testrg123")
* .workspaceName("workspaces123")
* .build());
*
* }
* }
*
* }
*
* ### Update an AKS Compute
*
*
* {@code
* package generated_program;
*
* import com.pulumi.Context;
* import com.pulumi.Pulumi;
* import com.pulumi.core.Output;
* import com.pulumi.azurenative.machinelearningservices.Compute;
* import com.pulumi.azurenative.machinelearningservices.ComputeArgs;
* import java.util.List;
* import java.util.ArrayList;
* import java.util.Map;
* import java.io.File;
* import java.nio.file.Files;
* import java.nio.file.Paths;
*
* public class App {
* public static void main(String[] args) {
* Pulumi.run(App::stack);
* }
*
* public static void stack(Context ctx) {
* var compute = new Compute("compute", ComputeArgs.builder()
* .computeName("compute123")
* .location("eastus")
* .properties(AKSArgs.builder()
* .computeType("AKS")
* .description("some compute")
* .properties(AKSSchemaPropertiesArgs.builder()
* .agentCount(4)
* .build())
* .resourceId("/subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourcegroups/testrg123/providers/Microsoft.ContainerService/managedClusters/compute123-56826-c9b00420020b2")
* .build())
* .resourceGroupName("testrg123")
* .workspaceName("workspaces123")
* .build());
*
* }
* }
*
* }
*
*
* ## Import
*
* An existing resource can be imported using its type token, name, and identifier, e.g.
*
* ```sh
* $ pulumi import azure-native:machinelearningservices:Compute compute123 /subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/computes/{computeName}
* ```
*
*/
@ResourceType(type="azure-native:machinelearningservices:Compute")
public class Compute extends com.pulumi.resources.CustomResource {
/**
* The identity of the resource.
*
*/
@Export(name="identity", refs={ManagedServiceIdentityResponse.class}, tree="[0]")
private Output* @Nullable */ ManagedServiceIdentityResponse> identity;
/**
* @return The identity of the resource.
*
*/
public Output> identity() {
return Codegen.optional(this.identity);
}
/**
* Specifies the location of the resource.
*
*/
@Export(name="location", refs={String.class}, tree="[0]")
private Output* @Nullable */ String> location;
/**
* @return Specifies the location of the resource.
*
*/
public Output> location() {
return Codegen.optional(this.location);
}
/**
* The name of the resource
*
*/
@Export(name="name", refs={String.class}, tree="[0]")
private Output name;
/**
* @return The name of the resource
*
*/
public Output name() {
return this.name;
}
/**
* Compute properties
*
*/
@Export(name="properties", refs={Object.class}, tree="[0]")
private Output
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