Feature
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());
}
}Content copied to clipboard
Import
Feature Groups can be imported using the name, e.g.,
$ pulumi import aws:sagemaker/featureGroup:FeatureGroup test_feature_group feature_group-fooContent copied to clipboard
Constructors
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constructor(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)
Properties
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A free-form description of a Feature Group.
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The name of the feature that stores the EventTime of a Record in a Feature Group.
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A list of Feature names and types. See Feature Definition Below.
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The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
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The Offline Feature Store Configuration. See Offline Store Config Below.
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The Online Feature Store Configuration. See Online Store Config Below.
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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.