Package com.pulumi.azurenative.machinelearningservices

Class MachineLearningService

java.lang.Object

com.pulumi.resources.Resource

com.pulumi.resources.CustomResource

com.pulumi.azurenative.machinelearningservices.MachineLearningService

@Deprecated
public class MachineLearningService
extends com.pulumi.resources.CustomResource

Deprecated.

Please use one of the variants: ACIService, AKSService, EndpointVariant.

Machine Learning service object wrapped into ARM resource envelope. API Version: 2021-01-01. ## Example Usage ### Create Or Update service ```java package generated_program; import com.pulumi.Context; import com.pulumi.Pulumi; import com.pulumi.core.Output; import com.pulumi.azurenative.machinelearningservices.MachineLearningService; import com.pulumi.azurenative.machinelearningservices.MachineLearningServiceArgs; 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 machineLearningService = new MachineLearningService("machineLearningService", MachineLearningServiceArgs.builder() .computeType("ACI") .environmentImageRequest(Map.ofEntries( Map.entry("assets", Map.ofEntries( Map.entry("mimeType", "application/x-python"), Map.entry("unpack", false), Map.entry("url", "aml://storage/azureml/score.py") )), Map.entry("driverProgram", "score.py"), Map.entry("environment", Map.ofEntries( Map.entry("docker", Map.ofEntries( Map.entry("baseImage", "mcr.microsoft.com/azureml/base:openmpi3.1.2-ubuntu16.04"), Map.entry("baseImageRegistry", ) )), Map.entry("environmentVariables", Map.of("EXAMPLE_ENV_VAR", "EXAMPLE_VALUE")), Map.entry("name", "AzureML-Scikit-learn-0.20.3"), Map.entry("python", Map.ofEntries( Map.entry("condaDependencies", Map.ofEntries( Map.entry("channels", "conda-forge"), Map.entry("dependencies", "python=3.6.2", CreateServiceRequestEnvironmentImageRequestArgs.builder() .pip( "azureml-core==1.0.69", "azureml-defaults==1.0.69", "azureml-telemetry==1.0.69", "azureml-train-restclients-hyperdrive==1.0.69", "azureml-train-core==1.0.69", "scikit-learn==0.20.3", "scipy==1.2.1", "numpy==1.16.2", "joblib==0.13.2") .build()), Map.entry("name", "azureml_ae1acbe6e1e6aabbad900b53c491a17c") )), Map.entry("interpreterPath", "python"), Map.entry("userManagedDependencies", false) )), Map.entry("spark", Map.ofEntries( Map.entry("packages", ), Map.entry("precachePackages", true), Map.entry("repositories", ) )), Map.entry("version", "3") )), Map.entry("models", Map.ofEntries( Map.entry("mimeType", "application/x-python"), Map.entry("name", "sklearn_regression_model.pkl"), Map.entry("url", "aml://storage/azureml/sklearn_regression_model.pkl") )) )) .location("eastus2") .resourceGroupName("testrg123") .serviceName("service456") .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:MachineLearningService service456 subscriptions/34adfa4f-cedf-4dc0-ba29-b6d1a69ab345/resourceGroups/testrg123/providers/Microsoft.MachineLearningServices/workspaces/workspaces123/services/service456 ```

Nested Class Summary

Nested classes/interfaces inherited from class com.pulumi.resources.CustomResource

com.pulumi.resources.CustomResource.CustomResourceInternal

Nested classes/interfaces inherited from class com.pulumi.resources.Resource

com.pulumi.resources.Resource.LazyField<T extends java.lang.Object>, com.pulumi.resources.Resource.LazyFields, com.pulumi.resources.Resource.ResourceInternal

Field Summary

Fields inherited from class com.pulumi.resources.Resource

childResources, remote

Constructor Summary

Constructors

Constructor	Description
MachineLearningService(java.lang.String name)	Deprecated.
MachineLearningService(java.lang.String name, MachineLearningServiceArgs args)	Deprecated.
MachineLearningService(java.lang.String name, MachineLearningServiceArgs args, com.pulumi.resources.CustomResourceOptions options)	Deprecated.

Method Summary

Modifier and Type	Method	Description
static MachineLearningService	get(java.lang.String name, com.pulumi.core.Output<java.lang.String> id, com.pulumi.resources.CustomResourceOptions options)	Deprecated. Get an existing Host resource's state with the given name, ID, and optional extra properties used to qualify the lookup.
com.pulumi.core.Output<java.util.Optional<IdentityResponse>>	identity()	Deprecated.
com.pulumi.core.Output<java.util.Optional<java.lang.String>>	location()	Deprecated.
com.pulumi.core.Output<java.lang.String>	name()	Deprecated.
com.pulumi.core.Output<java.lang.Object>	properties()	Deprecated.
com.pulumi.core.Output<java.util.Optional<SkuResponse>>	sku()	Deprecated.
com.pulumi.core.Output<SystemDataResponse>	systemData()	Deprecated.
com.pulumi.core.Output<java.util.Optional<java.util.Map<java.lang.String,java.lang.String>>>	tags()	Deprecated.
com.pulumi.core.Output<java.lang.String>	type()	Deprecated.

Methods inherited from class com.pulumi.resources.CustomResource

getId, idFuture

Methods inherited from class com.pulumi.resources.Resource

getChildResources, getResourceName, getResourceType, getUrn

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

MachineLearningService

public MachineLearningService(java.lang.String name)

Deprecated.

Parameters:

name - The _unique_ name of the resulting resource.

MachineLearningService

public MachineLearningService(java.lang.String name,
                              MachineLearningServiceArgs args)

Deprecated.

Parameters:

name - The _unique_ name of the resulting resource.

args - The arguments to use to populate this resource's properties.

MachineLearningService

public MachineLearningService(java.lang.String name,
                              MachineLearningServiceArgs args,
                              @Nullable
                              com.pulumi.resources.CustomResourceOptions options)

Deprecated.

Parameters:

name - The _unique_ name of the resulting resource.

args - The arguments to use to populate this resource's properties.

options - A bag of options that control this resource's behavior.

Method Detail

identity

public com.pulumi.core.Output<java.util.Optional<IdentityResponse>> identity()

Deprecated.

Returns:

The identity of the resource.

location

public com.pulumi.core.Output<java.util.Optional<java.lang.String>> location()

Deprecated.

Returns:

Specifies the location of the resource.

name

public com.pulumi.core.Output<java.lang.String> name()

Deprecated.

Returns:

Specifies the name of the resource.

properties

public com.pulumi.core.Output<java.lang.Object> properties()

Deprecated.

Returns:

Service properties

sku

public com.pulumi.core.Output<java.util.Optional<SkuResponse>> sku()

Deprecated.

Returns:

The sku of the workspace.

systemData

public com.pulumi.core.Output<SystemDataResponse> systemData()

Deprecated.

Returns:

Read only system data

tags

public com.pulumi.core.Output<java.util.Optional<java.util.Map<java.lang.String,java.lang.String>>> tags()

Deprecated.

Returns:

Contains resource tags defined as key/value pairs.

type

public com.pulumi.core.Output<java.lang.String> type()

Deprecated.

Returns:

Specifies the type of the resource.

get

public static MachineLearningService get(java.lang.String name,
                                         com.pulumi.core.Output<java.lang.String> id,
                                         @Nullable
                                         com.pulumi.resources.CustomResourceOptions options)

Deprecated.

Get an existing Host resource's state with the given name, ID, and optional extra properties used to qualify the lookup.

Parameters:

name - The _unique_ name of the resulting resource.

id - The _unique_ provider ID of the resource to lookup.

options - Optional settings to control the behavior of the CustomResource.