Package com.pulumi.aws.sagemaker

Class FeatureGroup

  • public class FeatureGroup
extends com.pulumi.resources.CustomResource
    Provides a SageMaker AI 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.FeatureGroupOnlineStoreConfigArgs;
 import com.pulumi.aws.sagemaker.inputs.FeatureGroupFeatureDefinitionArgs;
 import java.util.ArrayList;
 import java.util.Arrays;
 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()
             .onlineStoreConfig(FeatureGroupOnlineStoreConfigArgs.builder()
                 .enableOnlineStore(true)
                 .build())
             .featureDefinitions(FeatureGroupFeatureDefinitionArgs.builder()
                 .featureName("example")
                 .featureType("String")
                 .build())
             .featureGroupName("example")
             .recordIdentifierFeatureName("example")
             .eventTimeFeatureName("example")
             .roleArn(test.arn())
             .build());
 
     }
 }
    ## Import Using `pulumi import`, import Feature Groups using the `name`. For example: ```sh $ pulumi import aws:sagemaker/featureGroup:FeatureGroup test_feature_group feature_group-foo ```

    • 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 Detail

      • FeatureGroup

        public FeatureGroup​(java.lang.String name)
        Parameters:
        name - The _unique_ name of the resulting resource.

      • FeatureGroup

        public FeatureGroup​(java.lang.String name,
                    FeatureGroupArgs args)
        Parameters:
        name - The _unique_ name of the resulting resource.
        args - The arguments to use to populate this resource's properties.

      • FeatureGroup

        public FeatureGroup​(java.lang.String name,
                    FeatureGroupArgs args,
                    @Nullable
                    com.pulumi.resources.CustomResourceOptions options)
        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

      • arn

        public com.pulumi.core.Output<java.lang.String> arn()
        Returns:
        ARN assigned by AWS to this feature_group.

      • description

        public com.pulumi.core.Output<java.util.Optional<java.lang.String>> description()
        Returns:
        A free-form description of a Feature Group.

      • eventTimeFeatureName

        public com.pulumi.core.Output<java.lang.String> eventTimeFeatureName()
        Returns:
        The name of the feature that stores the EventTime of a Record in a Feature Group.

      • featureDefinitions

        public com.pulumi.core.Output<java.util.List<FeatureGroupFeatureDefinition>> featureDefinitions()
        Returns:
        A list of Feature names and types. See Feature Definition Below.

      • featureGroupName

        public com.pulumi.core.Output<java.lang.String> featureGroupName()
        Returns:
        The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.

      • offlineStoreConfig

        public com.pulumi.core.Output<java.util.Optional<FeatureGroupOfflineStoreConfig>> offlineStoreConfig()
        Returns:
        The Offline Feature Store Configuration. See Offline Store Config Below.

      • onlineStoreConfig

        public com.pulumi.core.Output<java.util.Optional<FeatureGroupOnlineStoreConfig>> onlineStoreConfig()
        Returns:
        The Online Feature Store Configuration. See Online Store Config Below.

      • recordIdentifierFeatureName

        public com.pulumi.core.Output<java.lang.String> recordIdentifierFeatureName()
        Returns:
        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.

      • region

        public com.pulumi.core.Output<java.lang.String> region()
        Returns:
        Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.

      • roleArn

        public com.pulumi.core.Output<java.lang.String> roleArn()
        Returns:
        The ARN of the IAM execution role used to persist data into the Offline Store if an `offlineStoreConfig` is provided.

      • tags

        public com.pulumi.core.Output<java.util.Optional<java.util.Map<java.lang.String,​java.lang.String>>> tags()
        Returns:
        Map of resource tags for the resource. .If configured with a provider `defaultTags` configuration block present, tags with matching keys will overwrite those defined at the provider-level.

      • tagsAll

        public com.pulumi.core.Output<java.util.Map<java.lang.String,​java.lang.String>> tagsAll()
        Returns:
        A map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block.

      • get

        public static FeatureGroup get​(java.lang.String name,
                               com.pulumi.core.Output<java.lang.String> id,
                               @Nullable
                               FeatureGroupState state,
                               @Nullable
                               com.pulumi.resources.CustomResourceOptions options)
        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.
        state -
        options - Optional settings to control the behavior of the CustomResource.