pulumi-aws-kotlin/com.pulumi.aws.sagemaker.kotlin/FeatureGroupArgs

FeatureGroupArgs

data class FeatureGroupArgs(val description: Output<String>? = null, val eventTimeFeatureName: Output<String>? = null, val featureDefinitions: Output<List<FeatureGroupFeatureDefinitionArgs>>? = null, val featureGroupName: Output<String>? = null, val offlineStoreConfig: Output<FeatureGroupOfflineStoreConfigArgs>? = null, val onlineStoreConfig: Output<FeatureGroupOnlineStoreConfigArgs>? = null, val recordIdentifierFeatureName: Output<String>? = null, val roleArn: Output<String>? = null, val tags: Output<Map<String, String>>? = null) : ConvertibleToJava<FeatureGroupArgs>

Provides a SageMaker Feature Group resource.

Example Usage

Basic usage:

package generated_program;
import com.pulumi.Context;
import com.pulumi.Pulumi;
import com.pulumi.core.Output;
import com.pulumi.aws.sagemaker.FeatureGroup;
import com.pulumi.aws.sagemaker.FeatureGroupArgs;
import com.pulumi.aws.sagemaker.inputs.FeatureGroupFeatureDefinitionArgs;
import com.pulumi.aws.sagemaker.inputs.FeatureGroupOnlineStoreConfigArgs;
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 example = new FeatureGroup("example", FeatureGroupArgs.builder()
            .featureGroupName("example")
            .recordIdentifierFeatureName("example")
            .eventTimeFeatureName("example")
            .roleArn(aws_iam_role.test().arn())
            .featureDefinitions(FeatureGroupFeatureDefinitionArgs.builder()
                .featureName("example")
                .featureType("String")
                .build())
            .onlineStoreConfig(FeatureGroupOnlineStoreConfigArgs.builder()
                .enableOnlineStore(true)
                .build())
            .build());
    }
}

Import

Feature Groups can be imported using the name, e.g.,

$ pulumi import aws:sagemaker/featureGroup:FeatureGroup test_feature_group feature_group-foo

Constructors

FeatureGroupArgs

fun FeatureGroupArgs(description: Output<String>? = null, eventTimeFeatureName: Output<String>? = null, featureDefinitions: Output<List<FeatureGroupFeatureDefinitionArgs>>? = null, featureGroupName: Output<String>? = null, offlineStoreConfig: Output<FeatureGroupOfflineStoreConfigArgs>? = null, onlineStoreConfig: Output<FeatureGroupOnlineStoreConfigArgs>? = null, recordIdentifierFeatureName: Output<String>? = null, roleArn: Output<String>? = null, tags: Output<Map<String, String>>? = null)

Functions

toJava

open override fun toJava(): FeatureGroupArgs

Properties

description

val description: Output<String>? = null

A free-form description of a Feature Group.

eventTimeFeatureName

val eventTimeFeatureName: Output<String>? = null

The name of the feature that stores the EventTime of a Record in a Feature Group.

featureDefinitions

val featureDefinitions: Output<List<FeatureGroupFeatureDefinitionArgs>>? = null

A list of Feature names and types. See Feature Definition Below.

featureGroupName

val featureGroupName: Output<String>? = null

The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.

offlineStoreConfig

val offlineStoreConfig: Output<FeatureGroupOfflineStoreConfigArgs>? = null

The Offline Feature Store Configuration. See Offline Store Config Below.

onlineStoreConfig

val onlineStoreConfig: Output<FeatureGroupOnlineStoreConfigArgs>? = null

The Online Feature Store Configuration. See Online Store Config Below.

recordIdentifierFeatureName

val recordIdentifierFeatureName: Output<String>? = null

The name of the Feature whose value uniquely identifies a Record defined in the Feature Store. Only the latest record per identifier value will be stored in the Online Store.

roleArn

val roleArn: Output<String>? = null

The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the Offline Store if an offline_store_config is provided.