AWS v6.76.0, Apr 8 25

AWS v6.76.0 published on Tuesday, Apr 8, 2025 by Pulumi

aws.sagemaker.FeatureGroup

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AWS v6.76.0 published on Tuesday, Apr 8, 2025 by Pulumi

Example Usage

Basic usage:

TypeScript
Python
Go
C#
Java
YAML

import * as pulumi from "@pulumi/pulumi";
import * as aws from "@pulumi/aws";

const example = new aws.sagemaker.FeatureGroup("example", {
    featureGroupName: "example",
    recordIdentifierFeatureName: "example",
    eventTimeFeatureName: "example",
    roleArn: test.arn,
    featureDefinitions: [{
        featureName: "example",
        featureType: "String",
    }],
    onlineStoreConfig: {
        enableOnlineStore: true,
    },
});

import pulumi
import pulumi_aws as aws

example = aws.sagemaker.FeatureGroup("example",
    feature_group_name="example",
    record_identifier_feature_name="example",
    event_time_feature_name="example",
    role_arn=test["arn"],
    feature_definitions=[{
        "feature_name": "example",
        "feature_type": "String",
    }],
    online_store_config={
        "enable_online_store": True,
    })

package main

import (
	"github.com/pulumi/pulumi-aws/sdk/v6/go/aws/sagemaker"
	"github.com/pulumi/pulumi/sdk/v3/go/pulumi"
)

func main() {
	pulumi.Run(func(ctx *pulumi.Context) error {
		_, err := sagemaker.NewFeatureGroup(ctx, "example", &sagemaker.FeatureGroupArgs{
			FeatureGroupName:            pulumi.String("example"),
			RecordIdentifierFeatureName: pulumi.String("example"),
			EventTimeFeatureName:        pulumi.String("example"),
			RoleArn:                     pulumi.Any(test.Arn),
			FeatureDefinitions: sagemaker.FeatureGroupFeatureDefinitionArray{
				&sagemaker.FeatureGroupFeatureDefinitionArgs{
					FeatureName: pulumi.String("example"),
					FeatureType: pulumi.String("String"),
				},
			},
			OnlineStoreConfig: &sagemaker.FeatureGroupOnlineStoreConfigArgs{
				EnableOnlineStore: pulumi.Bool(true),
			},
		})
		if err != nil {
			return err
		}
		return nil
	})
}

using System.Collections.Generic;
using System.Linq;
using Pulumi;
using Aws = Pulumi.Aws;

return await Deployment.RunAsync(() => 
{
    var example = new Aws.Sagemaker.FeatureGroup("example", new()
    {
        FeatureGroupName = "example",
        RecordIdentifierFeatureName = "example",
        EventTimeFeatureName = "example",
        RoleArn = test.Arn,
        FeatureDefinitions = new[]
        {
            new Aws.Sagemaker.Inputs.FeatureGroupFeatureDefinitionArgs
            {
                FeatureName = "example",
                FeatureType = "String",
            },
        },
        OnlineStoreConfig = new Aws.Sagemaker.Inputs.FeatureGroupOnlineStoreConfigArgs
        {
            EnableOnlineStore = true,
        },
    });

});

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(test.arn())
            .featureDefinitions(FeatureGroupFeatureDefinitionArgs.builder()
                .featureName("example")
                .featureType("String")
                .build())
            .onlineStoreConfig(FeatureGroupOnlineStoreConfigArgs.builder()
                .enableOnlineStore(true)
                .build())
            .build());

    }
}

resources:
  example:
    type: aws:sagemaker:FeatureGroup
    properties:
      featureGroupName: example
      recordIdentifierFeatureName: example
      eventTimeFeatureName: example
      roleArn: ${test.arn}
      featureDefinitions:
        - featureName: example
          featureType: String
      onlineStoreConfig:
        enableOnlineStore: true

Create FeatureGroup Resource

Resources are created with functions called constructors. To learn more about declaring and configuring resources, see Resources.

new FeatureGroup(name: string, args: FeatureGroupArgs, opts?: CustomResourceOptions);

@overload
def FeatureGroup(resource_name: str,
                 args: FeatureGroupArgs,
                 opts: Optional[ResourceOptions] = None)

@overload
def FeatureGroup(resource_name: str,
                 opts: Optional[ResourceOptions] = None,
                 event_time_feature_name: Optional[str] = None,
                 feature_definitions: Optional[Sequence[FeatureGroupFeatureDefinitionArgs]] = None,
                 feature_group_name: Optional[str] = None,
                 record_identifier_feature_name: Optional[str] = None,
                 role_arn: Optional[str] = None,
                 description: Optional[str] = None,
                 offline_store_config: Optional[FeatureGroupOfflineStoreConfigArgs] = None,
                 online_store_config: Optional[FeatureGroupOnlineStoreConfigArgs] = None,
                 tags: Optional[Mapping[str, str]] = None,
                 throughput_config: Optional[FeatureGroupThroughputConfigArgs] = None)

func NewFeatureGroup(ctx *Context, name string, args FeatureGroupArgs, opts ...ResourceOption) (*FeatureGroup, error)

public FeatureGroup(string name, FeatureGroupArgs args, CustomResourceOptions? opts = null)

public FeatureGroup(String name, FeatureGroupArgs args)
public FeatureGroup(String name, FeatureGroupArgs args, CustomResourceOptions options)

type: aws:sagemaker:FeatureGroup
properties: # The arguments to resource properties.
options: # Bag of options to control resource's behavior.

Parameters

name string: The unique name of the resource.
args FeatureGroupArgs: The arguments to resource properties.
opts CustomResourceOptions: Bag of options to control resource's behavior.

resource_name str: The unique name of the resource.
args FeatureGroupArgs: The arguments to resource properties.
opts ResourceOptions: Bag of options to control resource's behavior.

ctx Context: Context object for the current deployment.
name string: The unique name of the resource.
args FeatureGroupArgs: The arguments to resource properties.
opts ResourceOption: Bag of options to control resource's behavior.

name string: The unique name of the resource.
args FeatureGroupArgs: The arguments to resource properties.
opts CustomResourceOptions: Bag of options to control resource's behavior.

name String: The unique name of the resource.
args FeatureGroupArgs: The arguments to resource properties.
options CustomResourceOptions: Bag of options to control resource's behavior.

Constructor example

The following reference example uses placeholder values for all input properties.

TypeScript
Python
Go
C#
Java
YAML

var featureGroupResource = new Aws.Sagemaker.FeatureGroup("featureGroupResource", new()
{
    EventTimeFeatureName = "string",
    FeatureDefinitions = new[]
    {
        new Aws.Sagemaker.Inputs.FeatureGroupFeatureDefinitionArgs
        {
            CollectionConfig = new Aws.Sagemaker.Inputs.FeatureGroupFeatureDefinitionCollectionConfigArgs
            {
                VectorConfig = new Aws.Sagemaker.Inputs.FeatureGroupFeatureDefinitionCollectionConfigVectorConfigArgs
                {
                    Dimension = 0,
                },
            },
            CollectionType = "string",
            FeatureName = "string",
            FeatureType = "string",
        },
    },
    FeatureGroupName = "string",
    RecordIdentifierFeatureName = "string",
    RoleArn = "string",
    Description = "string",
    OfflineStoreConfig = new Aws.Sagemaker.Inputs.FeatureGroupOfflineStoreConfigArgs
    {
        S3StorageConfig = new Aws.Sagemaker.Inputs.FeatureGroupOfflineStoreConfigS3StorageConfigArgs
        {
            S3Uri = "string",
            KmsKeyId = "string",
            ResolvedOutputS3Uri = "string",
        },
        DataCatalogConfig = new Aws.Sagemaker.Inputs.FeatureGroupOfflineStoreConfigDataCatalogConfigArgs
        {
            Catalog = "string",
            Database = "string",
            TableName = "string",
        },
        DisableGlueTableCreation = false,
        TableFormat = "string",
    },
    OnlineStoreConfig = new Aws.Sagemaker.Inputs.FeatureGroupOnlineStoreConfigArgs
    {
        EnableOnlineStore = false,
        SecurityConfig = new Aws.Sagemaker.Inputs.FeatureGroupOnlineStoreConfigSecurityConfigArgs
        {
            KmsKeyId = "string",
        },
        StorageType = "string",
        TtlDuration = new Aws.Sagemaker.Inputs.FeatureGroupOnlineStoreConfigTtlDurationArgs
        {
            Unit = "string",
            Value = 0,
        },
    },
    Tags = 
    {
        { "string", "string" },
    },
    ThroughputConfig = new Aws.Sagemaker.Inputs.FeatureGroupThroughputConfigArgs
    {
        ProvisionedReadCapacityUnits = 0,
        ProvisionedWriteCapacityUnits = 0,
        ThroughputMode = "string",
    },
});

example, err := sagemaker.NewFeatureGroup(ctx, "featureGroupResource", &sagemaker.FeatureGroupArgs{
	EventTimeFeatureName: pulumi.String("string"),
	FeatureDefinitions: sagemaker.FeatureGroupFeatureDefinitionArray{
		&sagemaker.FeatureGroupFeatureDefinitionArgs{
			CollectionConfig: &sagemaker.FeatureGroupFeatureDefinitionCollectionConfigArgs{
				VectorConfig: &sagemaker.FeatureGroupFeatureDefinitionCollectionConfigVectorConfigArgs{
					Dimension: pulumi.Int(0),
				},
			},
			CollectionType: pulumi.String("string"),
			FeatureName:    pulumi.String("string"),
			FeatureType:    pulumi.String("string"),
		},
	},
	FeatureGroupName:            pulumi.String("string"),
	RecordIdentifierFeatureName: pulumi.String("string"),
	RoleArn:                     pulumi.String("string"),
	Description:                 pulumi.String("string"),
	OfflineStoreConfig: &sagemaker.FeatureGroupOfflineStoreConfigArgs{
		S3StorageConfig: &sagemaker.FeatureGroupOfflineStoreConfigS3StorageConfigArgs{
			S3Uri:               pulumi.String("string"),
			KmsKeyId:            pulumi.String("string"),
			ResolvedOutputS3Uri: pulumi.String("string"),
		},
		DataCatalogConfig: &sagemaker.FeatureGroupOfflineStoreConfigDataCatalogConfigArgs{
			Catalog:   pulumi.String("string"),
			Database:  pulumi.String("string"),
			TableName: pulumi.String("string"),
		},
		DisableGlueTableCreation: pulumi.Bool(false),
		TableFormat:              pulumi.String("string"),
	},
	OnlineStoreConfig: &sagemaker.FeatureGroupOnlineStoreConfigArgs{
		EnableOnlineStore: pulumi.Bool(false),
		SecurityConfig: &sagemaker.FeatureGroupOnlineStoreConfigSecurityConfigArgs{
			KmsKeyId: pulumi.String("string"),
		},
		StorageType: pulumi.String("string"),
		TtlDuration: &sagemaker.FeatureGroupOnlineStoreConfigTtlDurationArgs{
			Unit:  pulumi.String("string"),
			Value: pulumi.Int(0),
		},
	},
	Tags: pulumi.StringMap{
		"string": pulumi.String("string"),
	},
	ThroughputConfig: &sagemaker.FeatureGroupThroughputConfigArgs{
		ProvisionedReadCapacityUnits:  pulumi.Int(0),
		ProvisionedWriteCapacityUnits: pulumi.Int(0),
		ThroughputMode:                pulumi.String("string"),
	},
})

var featureGroupResource = new FeatureGroup("featureGroupResource", FeatureGroupArgs.builder()
    .eventTimeFeatureName("string")
    .featureDefinitions(FeatureGroupFeatureDefinitionArgs.builder()
        .collectionConfig(FeatureGroupFeatureDefinitionCollectionConfigArgs.builder()
            .vectorConfig(FeatureGroupFeatureDefinitionCollectionConfigVectorConfigArgs.builder()
                .dimension(0)
                .build())
            .build())
        .collectionType("string")
        .featureName("string")
        .featureType("string")
        .build())
    .featureGroupName("string")
    .recordIdentifierFeatureName("string")
    .roleArn("string")
    .description("string")
    .offlineStoreConfig(FeatureGroupOfflineStoreConfigArgs.builder()
        .s3StorageConfig(FeatureGroupOfflineStoreConfigS3StorageConfigArgs.builder()
            .s3Uri("string")
            .kmsKeyId("string")
            .resolvedOutputS3Uri("string")
            .build())
        .dataCatalogConfig(FeatureGroupOfflineStoreConfigDataCatalogConfigArgs.builder()
            .catalog("string")
            .database("string")
            .tableName("string")
            .build())
        .disableGlueTableCreation(false)
        .tableFormat("string")
        .build())
    .onlineStoreConfig(FeatureGroupOnlineStoreConfigArgs.builder()
        .enableOnlineStore(false)
        .securityConfig(FeatureGroupOnlineStoreConfigSecurityConfigArgs.builder()
            .kmsKeyId("string")
            .build())
        .storageType("string")
        .ttlDuration(FeatureGroupOnlineStoreConfigTtlDurationArgs.builder()
            .unit("string")
            .value(0)
            .build())
        .build())
    .tags(Map.of("string", "string"))
    .throughputConfig(FeatureGroupThroughputConfigArgs.builder()
        .provisionedReadCapacityUnits(0)
        .provisionedWriteCapacityUnits(0)
        .throughputMode("string")
        .build())
    .build());

feature_group_resource = aws.sagemaker.FeatureGroup("featureGroupResource",
    event_time_feature_name="string",
    feature_definitions=[{
        "collection_config": {
            "vector_config": {
                "dimension": 0,
            },
        },
        "collection_type": "string",
        "feature_name": "string",
        "feature_type": "string",
    }],
    feature_group_name="string",
    record_identifier_feature_name="string",
    role_arn="string",
    description="string",
    offline_store_config={
        "s3_storage_config": {
            "s3_uri": "string",
            "kms_key_id": "string",
            "resolved_output_s3_uri": "string",
        },
        "data_catalog_config": {
            "catalog": "string",
            "database": "string",
            "table_name": "string",
        },
        "disable_glue_table_creation": False,
        "table_format": "string",
    },
    online_store_config={
        "enable_online_store": False,
        "security_config": {
            "kms_key_id": "string",
        },
        "storage_type": "string",
        "ttl_duration": {
            "unit": "string",
            "value": 0,
        },
    },
    tags={
        "string": "string",
    },
    throughput_config={
        "provisioned_read_capacity_units": 0,
        "provisioned_write_capacity_units": 0,
        "throughput_mode": "string",
    })

const featureGroupResource = new aws.sagemaker.FeatureGroup("featureGroupResource", {
    eventTimeFeatureName: "string",
    featureDefinitions: [{
        collectionConfig: {
            vectorConfig: {
                dimension: 0,
            },
        },
        collectionType: "string",
        featureName: "string",
        featureType: "string",
    }],
    featureGroupName: "string",
    recordIdentifierFeatureName: "string",
    roleArn: "string",
    description: "string",
    offlineStoreConfig: {
        s3StorageConfig: {
            s3Uri: "string",
            kmsKeyId: "string",
            resolvedOutputS3Uri: "string",
        },
        dataCatalogConfig: {
            catalog: "string",
            database: "string",
            tableName: "string",
        },
        disableGlueTableCreation: false,
        tableFormat: "string",
    },
    onlineStoreConfig: {
        enableOnlineStore: false,
        securityConfig: {
            kmsKeyId: "string",
        },
        storageType: "string",
        ttlDuration: {
            unit: "string",
            value: 0,
        },
    },
    tags: {
        string: "string",
    },
    throughputConfig: {
        provisionedReadCapacityUnits: 0,
        provisionedWriteCapacityUnits: 0,
        throughputMode: "string",
    },
});

type: aws:sagemaker:FeatureGroup
properties:
    description: string
    eventTimeFeatureName: string
    featureDefinitions:
        - collectionConfig:
            vectorConfig:
                dimension: 0
          collectionType: string
          featureName: string
          featureType: string
    featureGroupName: string
    offlineStoreConfig:
        dataCatalogConfig:
            catalog: string
            database: string
            tableName: string
        disableGlueTableCreation: false
        s3StorageConfig:
            kmsKeyId: string
            resolvedOutputS3Uri: string
            s3Uri: string
        tableFormat: string
    onlineStoreConfig:
        enableOnlineStore: false
        securityConfig:
            kmsKeyId: string
        storageType: string
        ttlDuration:
            unit: string
            value: 0
    recordIdentifierFeatureName: string
    roleArn: string
    tags:
        string: string
    throughputConfig:
        provisionedReadCapacityUnits: 0
        provisionedWriteCapacityUnits: 0
        throughputMode: string

FeatureGroup Resource Properties

To learn more about resource properties and how to use them, see Inputs and Outputs in the Architecture and Concepts docs.

Inputs

In Python, inputs that are objects can be passed either as argument classes or as dictionary literals.

The FeatureGroup resource accepts the following input properties:

EventTimeFeatureName string: The name of the feature that stores the EventTime of a Record in a Feature Group.
FeatureDefinitions List<FeatureGroupFeatureDefinition>: A list of Feature names and types. See Feature Definition Below.
FeatureGroupName string: The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
RecordIdentifierFeatureName string: 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 string: 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.
Description string: A free-form description of a Feature Group.
OfflineStoreConfig FeatureGroupOfflineStoreConfig: The Offline Feature Store Configuration. See Offline Store Config Below.
OnlineStoreConfig FeatureGroupOnlineStoreConfig: The Online Feature Store Configuration. See Online Store Config Below.
Tags Dictionary<string, string>: Map of resource tags for the resource. .If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
ThroughputConfig FeatureGroupThroughputConfig

EventTimeFeatureName string: The name of the feature that stores the EventTime of a Record in a Feature Group.
FeatureDefinitions []FeatureGroupFeatureDefinitionArgs: A list of Feature names and types. See Feature Definition Below.
FeatureGroupName string: The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
RecordIdentifierFeatureName string: 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 string: 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.
Description string: A free-form description of a Feature Group.
OfflineStoreConfig FeatureGroupOfflineStoreConfigArgs: The Offline Feature Store Configuration. See Offline Store Config Below.
OnlineStoreConfig FeatureGroupOnlineStoreConfigArgs: The Online Feature Store Configuration. See Online Store Config Below.
Tags map[string]string: Map of resource tags for the resource. .If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
ThroughputConfig FeatureGroupThroughputConfigArgs

eventTimeFeatureName String: The name of the feature that stores the EventTime of a Record in a Feature Group.
featureDefinitions List<FeatureGroupFeatureDefinition>: A list of Feature names and types. See Feature Definition Below.
featureGroupName String: The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
recordIdentifierFeatureName String: 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 String: 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.
description String: A free-form description of a Feature Group.
offlineStoreConfig FeatureGroupOfflineStoreConfig: The Offline Feature Store Configuration. See Offline Store Config Below.
onlineStoreConfig FeatureGroupOnlineStoreConfig: The Online Feature Store Configuration. See Online Store Config Below.
tags Map<String,String>: Map of resource tags for the resource. .If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
throughputConfig FeatureGroupThroughputConfig

eventTimeFeatureName string: The name of the feature that stores the EventTime of a Record in a Feature Group.
featureDefinitions FeatureGroupFeatureDefinition[]: A list of Feature names and types. See Feature Definition Below.
featureGroupName string: The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
recordIdentifierFeatureName string: 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 string: 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.
description string: A free-form description of a Feature Group.
offlineStoreConfig FeatureGroupOfflineStoreConfig: The Offline Feature Store Configuration. See Offline Store Config Below.
onlineStoreConfig FeatureGroupOnlineStoreConfig: The Online Feature Store Configuration. See Online Store Config Below.
tags {[key: string]: string}: Map of resource tags for the resource. .If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
throughputConfig FeatureGroupThroughputConfig

event_time_feature_name str: The name of the feature that stores the EventTime of a Record in a Feature Group.
feature_definitions Sequence[FeatureGroupFeatureDefinitionArgs]: A list of Feature names and types. See Feature Definition Below.
feature_group_name str: The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
record_identifier_feature_name str: 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.
role_arn str: 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.
description str: A free-form description of a Feature Group.
offline_store_config FeatureGroupOfflineStoreConfigArgs: The Offline Feature Store Configuration. See Offline Store Config Below.
online_store_config FeatureGroupOnlineStoreConfigArgs: The Online Feature Store Configuration. See Online Store Config Below.
tags Mapping[str, str]: Map of resource tags for the resource. .If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
throughput_config FeatureGroupThroughputConfigArgs

eventTimeFeatureName String: The name of the feature that stores the EventTime of a Record in a Feature Group.
featureDefinitions List<Property Map>: A list of Feature names and types. See Feature Definition Below.
featureGroupName String: The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
recordIdentifierFeatureName String: 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 String: 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.
description String: A free-form description of a Feature Group.
offlineStoreConfig Property Map: The Offline Feature Store Configuration. See Offline Store Config Below.
onlineStoreConfig Property Map: The Online Feature Store Configuration. See Online Store Config Below.
tags Map<String>: Map of resource tags for the resource. .If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
throughputConfig Property Map

Outputs

All input properties are implicitly available as output properties. Additionally, the FeatureGroup resource produces the following output properties:

Arn string: The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
Id string: The provider-assigned unique ID for this managed resource.
TagsAll Dictionary<string, string>: A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.
Deprecated: Please use tags instead.

Arn string: The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
Id string: The provider-assigned unique ID for this managed resource.
TagsAll map[string]string: A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.
Deprecated: Please use tags instead.

arn String: The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
id String: The provider-assigned unique ID for this managed resource.
tagsAll Map<String,String>: A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.
Deprecated: Please use tags instead.

arn string: The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
id string: The provider-assigned unique ID for this managed resource.
tagsAll {[key: string]: string}: A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.
Deprecated: Please use tags instead.

arn str: The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
id str: The provider-assigned unique ID for this managed resource.
tags_all Mapping[str, str]: A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.
Deprecated: Please use tags instead.

arn String: The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
id String: The provider-assigned unique ID for this managed resource.
tagsAll Map<String>: A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.
Deprecated: Please use tags instead.

Look up Existing FeatureGroup Resource

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

TypeScript
Python
Go
C#
Java
YAML

public static get(name: string, id: Input<ID>, state?: FeatureGroupState, opts?: CustomResourceOptions): FeatureGroup

@staticmethod
def get(resource_name: str,
        id: str,
        opts: Optional[ResourceOptions] = None,
        arn: Optional[str] = None,
        description: Optional[str] = None,
        event_time_feature_name: Optional[str] = None,
        feature_definitions: Optional[Sequence[FeatureGroupFeatureDefinitionArgs]] = None,
        feature_group_name: Optional[str] = None,
        offline_store_config: Optional[FeatureGroupOfflineStoreConfigArgs] = None,
        online_store_config: Optional[FeatureGroupOnlineStoreConfigArgs] = None,
        record_identifier_feature_name: Optional[str] = None,
        role_arn: Optional[str] = None,
        tags: Optional[Mapping[str, str]] = None,
        tags_all: Optional[Mapping[str, str]] = None,
        throughput_config: Optional[FeatureGroupThroughputConfigArgs] = None) -> FeatureGroup

func GetFeatureGroup(ctx *Context, name string, id IDInput, state *FeatureGroupState, opts ...ResourceOption) (*FeatureGroup, error)

public static FeatureGroup Get(string name, Input<string> id, FeatureGroupState? state, CustomResourceOptions? opts = null)

public static FeatureGroup get(String name, Output<String> id, FeatureGroupState state, CustomResourceOptions options)

resources:  _:    type: aws:sagemaker:FeatureGroup    get:      id: ${id}

name: The unique name of the resulting resource.
id: The unique provider ID of the resource to lookup.
state: Any extra arguments used during the lookup.
opts: A bag of options that control this resource's behavior.

resource_name: The unique name of the resulting resource.
id: The unique provider ID of the resource to lookup.

name: The unique name of the resulting resource.
id: The unique provider ID of the resource to lookup.
state: Any extra arguments used during the lookup.
opts: A bag of options that control this resource's behavior.

name: The unique name of the resulting resource.
id: The unique provider ID of the resource to lookup.
state: Any extra arguments used during the lookup.
opts: A bag of options that control this resource's behavior.

name: The unique name of the resulting resource.
id: The unique provider ID of the resource to lookup.
state: Any extra arguments used during the lookup.
opts: A bag of options that control this resource's behavior.

The following state arguments are supported:

Arn string: The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
Description string: A free-form description of a Feature Group.
EventTimeFeatureName string: The name of the feature that stores the EventTime of a Record in a Feature Group.
FeatureDefinitions List<FeatureGroupFeatureDefinition>: A list of Feature names and types. See Feature Definition Below.
FeatureGroupName string: The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
OfflineStoreConfig FeatureGroupOfflineStoreConfig: The Offline Feature Store Configuration. See Offline Store Config Below.
OnlineStoreConfig FeatureGroupOnlineStoreConfig: The Online Feature Store Configuration. See Online Store Config Below.
RecordIdentifierFeatureName string: 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 string: 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.
Tags Dictionary<string, string>: Map of resource tags for the resource. .If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
TagsAll Dictionary<string, string>: A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.
Deprecated: Please use tags instead.
ThroughputConfig FeatureGroupThroughputConfig

Arn string: The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
Description string: A free-form description of a Feature Group.
EventTimeFeatureName string: The name of the feature that stores the EventTime of a Record in a Feature Group.
FeatureDefinitions []FeatureGroupFeatureDefinitionArgs: A list of Feature names and types. See Feature Definition Below.
FeatureGroupName string: The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
OfflineStoreConfig FeatureGroupOfflineStoreConfigArgs: The Offline Feature Store Configuration. See Offline Store Config Below.
OnlineStoreConfig FeatureGroupOnlineStoreConfigArgs: The Online Feature Store Configuration. See Online Store Config Below.
RecordIdentifierFeatureName string: 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 string: 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.
Tags map[string]string: Map of resource tags for the resource. .If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
TagsAll map[string]string: A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.
Deprecated: Please use tags instead.
ThroughputConfig FeatureGroupThroughputConfigArgs

arn String: The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
description String: A free-form description of a Feature Group.
eventTimeFeatureName String: The name of the feature that stores the EventTime of a Record in a Feature Group.
featureDefinitions List<FeatureGroupFeatureDefinition>: A list of Feature names and types. See Feature Definition Below.
featureGroupName String: The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
offlineStoreConfig FeatureGroupOfflineStoreConfig: The Offline Feature Store Configuration. See Offline Store Config Below.
onlineStoreConfig FeatureGroupOnlineStoreConfig: The Online Feature Store Configuration. See Online Store Config Below.
recordIdentifierFeatureName String: 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 String: 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.
tags Map<String,String>: Map of resource tags for the resource. .If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
tagsAll Map<String,String>: A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.
Deprecated: Please use tags instead.
throughputConfig FeatureGroupThroughputConfig

arn string: The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
description string: A free-form description of a Feature Group.
eventTimeFeatureName string: The name of the feature that stores the EventTime of a Record in a Feature Group.
featureDefinitions FeatureGroupFeatureDefinition[]: A list of Feature names and types. See Feature Definition Below.
featureGroupName string: The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
offlineStoreConfig FeatureGroupOfflineStoreConfig: The Offline Feature Store Configuration. See Offline Store Config Below.
onlineStoreConfig FeatureGroupOnlineStoreConfig: The Online Feature Store Configuration. See Online Store Config Below.
recordIdentifierFeatureName string: 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 string: 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.
tags {[key: string]: string}: Map of resource tags for the resource. .If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
tagsAll {[key: string]: string}: A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.
Deprecated: Please use tags instead.
throughputConfig FeatureGroupThroughputConfig

arn str: The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
description str: A free-form description of a Feature Group.
event_time_feature_name str: The name of the feature that stores the EventTime of a Record in a Feature Group.
feature_definitions Sequence[FeatureGroupFeatureDefinitionArgs]: A list of Feature names and types. See Feature Definition Below.
feature_group_name str: The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
offline_store_config FeatureGroupOfflineStoreConfigArgs: The Offline Feature Store Configuration. See Offline Store Config Below.
online_store_config FeatureGroupOnlineStoreConfigArgs: The Online Feature Store Configuration. See Online Store Config Below.
record_identifier_feature_name str: 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.
role_arn str: 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.
tags Mapping[str, str]: Map of resource tags for the resource. .If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
tags_all Mapping[str, str]: A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.
Deprecated: Please use tags instead.
throughput_config FeatureGroupThroughputConfigArgs

arn String: The Amazon Resource Name (ARN) assigned by AWS to this feature_group.
description String: A free-form description of a Feature Group.
eventTimeFeatureName String: The name of the feature that stores the EventTime of a Record in a Feature Group.
featureDefinitions List<Property Map>: A list of Feature names and types. See Feature Definition Below.
featureGroupName String: The name of the Feature Group. The name must be unique within an AWS Region in an AWS account.
offlineStoreConfig Property Map: The Offline Feature Store Configuration. See Offline Store Config Below.
onlineStoreConfig Property Map: The Online Feature Store Configuration. See Online Store Config Below.
recordIdentifierFeatureName String: 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 String: 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.
tags Map<String>: Map of resource tags for the resource. .If configured with a provider default_tags configuration block present, tags with matching keys will overwrite those defined at the provider-level.
tagsAll Map<String>: A map of tags assigned to the resource, including those inherited from the provider default_tags configuration block.
Deprecated: Please use tags instead.
throughputConfig Property Map

Supporting Types

FeatureGroupFeatureDefinition
, FeatureGroupFeatureDefinitionArgs

CollectionConfig FeatureGroupFeatureDefinitionCollectionConfig
CollectionType string
FeatureName string: The name of a feature. feature_name cannot be any of the following: is_deleted, write_time, api_invocation_time.
FeatureType string: The value type of a feature. Valid values are Integral, Fractional, or String.

CollectionConfig FeatureGroupFeatureDefinitionCollectionConfig
CollectionType string
FeatureName string: The name of a feature. feature_name cannot be any of the following: is_deleted, write_time, api_invocation_time.
FeatureType string: The value type of a feature. Valid values are Integral, Fractional, or String.

collectionConfig FeatureGroupFeatureDefinitionCollectionConfig
collectionType String
featureName String: The name of a feature. feature_name cannot be any of the following: is_deleted, write_time, api_invocation_time.
featureType String: The value type of a feature. Valid values are Integral, Fractional, or String.

collectionConfig FeatureGroupFeatureDefinitionCollectionConfig
collectionType string
featureName string: The name of a feature. feature_name cannot be any of the following: is_deleted, write_time, api_invocation_time.
featureType string: The value type of a feature. Valid values are Integral, Fractional, or String.

collection_config FeatureGroupFeatureDefinitionCollectionConfig
collection_type str
feature_name str: The name of a feature. feature_name cannot be any of the following: is_deleted, write_time, api_invocation_time.
feature_type str: The value type of a feature. Valid values are Integral, Fractional, or String.

collectionConfig Property Map
collectionType String
featureName String: The name of a feature. feature_name cannot be any of the following: is_deleted, write_time, api_invocation_time.
featureType String: The value type of a feature. Valid values are Integral, Fractional, or String.

FeatureGroupFeatureDefinitionCollectionConfig
, FeatureGroupFeatureDefinitionCollectionConfigArgs

VectorConfig FeatureGroupFeatureDefinitionCollectionConfigVectorConfig

VectorConfig FeatureGroupFeatureDefinitionCollectionConfigVectorConfig

vectorConfig FeatureGroupFeatureDefinitionCollectionConfigVectorConfig

vectorConfig FeatureGroupFeatureDefinitionCollectionConfigVectorConfig

vector_config FeatureGroupFeatureDefinitionCollectionConfigVectorConfig

vectorConfig Property Map

FeatureGroupFeatureDefinitionCollectionConfigVectorConfig
, FeatureGroupFeatureDefinitionCollectionConfigVectorConfigArgs

Dimension int

Dimension int

dimension Integer

dimension number

dimension int

dimension Number

FeatureGroupOfflineStoreConfig
, FeatureGroupOfflineStoreConfigArgs

S3StorageConfig FeatureGroupOfflineStoreConfigS3StorageConfig: The Amazon Simple Storage (Amazon S3) location of OfflineStore. See S3 Storage Config Below.
DataCatalogConfig FeatureGroupOfflineStoreConfigDataCatalogConfig: The meta data of the Glue table that is autogenerated when an OfflineStore is created. See Data Catalog Config Below.
DisableGlueTableCreation bool: Set to true to turn Online Store On.
TableFormat string: Format for the offline store table. Supported formats are Glue (Default) and Apache Iceberg (https://iceberg.apache.org/).

S3StorageConfig FeatureGroupOfflineStoreConfigS3StorageConfig: The Amazon Simple Storage (Amazon S3) location of OfflineStore. See S3 Storage Config Below.
DataCatalogConfig FeatureGroupOfflineStoreConfigDataCatalogConfig: The meta data of the Glue table that is autogenerated when an OfflineStore is created. See Data Catalog Config Below.
DisableGlueTableCreation bool: Set to true to turn Online Store On.
TableFormat string: Format for the offline store table. Supported formats are Glue (Default) and Apache Iceberg (https://iceberg.apache.org/).

s3StorageConfig FeatureGroupOfflineStoreConfigS3StorageConfig: The Amazon Simple Storage (Amazon S3) location of OfflineStore. See S3 Storage Config Below.
dataCatalogConfig FeatureGroupOfflineStoreConfigDataCatalogConfig: The meta data of the Glue table that is autogenerated when an OfflineStore is created. See Data Catalog Config Below.
disableGlueTableCreation Boolean: Set to true to turn Online Store On.
tableFormat String: Format for the offline store table. Supported formats are Glue (Default) and Apache Iceberg (https://iceberg.apache.org/).

s3StorageConfig FeatureGroupOfflineStoreConfigS3StorageConfig: The Amazon Simple Storage (Amazon S3) location of OfflineStore. See S3 Storage Config Below.
dataCatalogConfig FeatureGroupOfflineStoreConfigDataCatalogConfig: The meta data of the Glue table that is autogenerated when an OfflineStore is created. See Data Catalog Config Below.
disableGlueTableCreation boolean: Set to true to turn Online Store On.
tableFormat string: Format for the offline store table. Supported formats are Glue (Default) and Apache Iceberg (https://iceberg.apache.org/).

s3_storage_config FeatureGroupOfflineStoreConfigS3StorageConfig: The Amazon Simple Storage (Amazon S3) location of OfflineStore. See S3 Storage Config Below.
data_catalog_config FeatureGroupOfflineStoreConfigDataCatalogConfig: The meta data of the Glue table that is autogenerated when an OfflineStore is created. See Data Catalog Config Below.
disable_glue_table_creation bool: Set to true to turn Online Store On.
table_format str: Format for the offline store table. Supported formats are Glue (Default) and Apache Iceberg (https://iceberg.apache.org/).

s3StorageConfig Property Map: The Amazon Simple Storage (Amazon S3) location of OfflineStore. See S3 Storage Config Below.
dataCatalogConfig Property Map: The meta data of the Glue table that is autogenerated when an OfflineStore is created. See Data Catalog Config Below.
disableGlueTableCreation Boolean: Set to true to turn Online Store On.
tableFormat String: Format for the offline store table. Supported formats are Glue (Default) and Apache Iceberg (https://iceberg.apache.org/).

FeatureGroupOfflineStoreConfigDataCatalogConfig
, FeatureGroupOfflineStoreConfigDataCatalogConfigArgs

Catalog string: The name of the Glue table catalog.
Database string: The name of the Glue table database.
TableName string: The name of the Glue table.

Catalog string: The name of the Glue table catalog.
Database string: The name of the Glue table database.
TableName string: The name of the Glue table.

catalog String: The name of the Glue table catalog.
database String: The name of the Glue table database.
tableName String: The name of the Glue table.

catalog string: The name of the Glue table catalog.
database string: The name of the Glue table database.
tableName string: The name of the Glue table.

catalog str: The name of the Glue table catalog.
database str: The name of the Glue table database.
table_name str: The name of the Glue table.

catalog String: The name of the Glue table catalog.
database String: The name of the Glue table database.
tableName String: The name of the Glue table.

FeatureGroupOfflineStoreConfigS3StorageConfig
, FeatureGroupOfflineStoreConfigS3StorageConfigArgs

S3Uri string: The S3 URI, or location in Amazon S3, of OfflineStore.
KmsKeyId string: The AWS Key Management Service (KMS) key ID of the key used to encrypt any objects written into the OfflineStore S3 location.
ResolvedOutputS3Uri string: The S3 path where offline records are written.

S3Uri string: The S3 URI, or location in Amazon S3, of OfflineStore.
KmsKeyId string: The AWS Key Management Service (KMS) key ID of the key used to encrypt any objects written into the OfflineStore S3 location.
ResolvedOutputS3Uri string: The S3 path where offline records are written.

s3Uri String: The S3 URI, or location in Amazon S3, of OfflineStore.
kmsKeyId String: The AWS Key Management Service (KMS) key ID of the key used to encrypt any objects written into the OfflineStore S3 location.
resolvedOutputS3Uri String: The S3 path where offline records are written.

s3Uri string: The S3 URI, or location in Amazon S3, of OfflineStore.
kmsKeyId string: The AWS Key Management Service (KMS) key ID of the key used to encrypt any objects written into the OfflineStore S3 location.
resolvedOutputS3Uri string: The S3 path where offline records are written.

s3_uri str: The S3 URI, or location in Amazon S3, of OfflineStore.
kms_key_id str: The AWS Key Management Service (KMS) key ID of the key used to encrypt any objects written into the OfflineStore S3 location.
resolved_output_s3_uri str: The S3 path where offline records are written.

s3Uri String: The S3 URI, or location in Amazon S3, of OfflineStore.
kmsKeyId String: The AWS Key Management Service (KMS) key ID of the key used to encrypt any objects written into the OfflineStore S3 location.
resolvedOutputS3Uri String: The S3 path where offline records are written.

FeatureGroupOnlineStoreConfig
, FeatureGroupOnlineStoreConfigArgs

EnableOnlineStore bool: Set to true to disable the automatic creation of an AWS Glue table when configuring an OfflineStore.
SecurityConfig FeatureGroupOnlineStoreConfigSecurityConfig: Security config for at-rest encryption of your OnlineStore. See Security Config Below.
StorageType string: Option for different tiers of low latency storage for real-time data retrieval. Valid values are Standard, or InMemory.
TtlDuration FeatureGroupOnlineStoreConfigTtlDuration: Time to live duration, where the record is hard deleted after the expiration time is reached; ExpiresAt = EventTime + TtlDuration.. See TTl Duration Below.

EnableOnlineStore bool: Set to true to disable the automatic creation of an AWS Glue table when configuring an OfflineStore.
SecurityConfig FeatureGroupOnlineStoreConfigSecurityConfig: Security config for at-rest encryption of your OnlineStore. See Security Config Below.
StorageType string: Option for different tiers of low latency storage for real-time data retrieval. Valid values are Standard, or InMemory.
TtlDuration FeatureGroupOnlineStoreConfigTtlDuration: Time to live duration, where the record is hard deleted after the expiration time is reached; ExpiresAt = EventTime + TtlDuration.. See TTl Duration Below.

enableOnlineStore Boolean: Set to true to disable the automatic creation of an AWS Glue table when configuring an OfflineStore.
securityConfig FeatureGroupOnlineStoreConfigSecurityConfig: Security config for at-rest encryption of your OnlineStore. See Security Config Below.
storageType String: Option for different tiers of low latency storage for real-time data retrieval. Valid values are Standard, or InMemory.
ttlDuration FeatureGroupOnlineStoreConfigTtlDuration: Time to live duration, where the record is hard deleted after the expiration time is reached; ExpiresAt = EventTime + TtlDuration.. See TTl Duration Below.

enableOnlineStore boolean: Set to true to disable the automatic creation of an AWS Glue table when configuring an OfflineStore.
securityConfig FeatureGroupOnlineStoreConfigSecurityConfig: Security config for at-rest encryption of your OnlineStore. See Security Config Below.
storageType string: Option for different tiers of low latency storage for real-time data retrieval. Valid values are Standard, or InMemory.
ttlDuration FeatureGroupOnlineStoreConfigTtlDuration: Time to live duration, where the record is hard deleted after the expiration time is reached; ExpiresAt = EventTime + TtlDuration.. See TTl Duration Below.

enable_online_store bool: Set to true to disable the automatic creation of an AWS Glue table when configuring an OfflineStore.
security_config FeatureGroupOnlineStoreConfigSecurityConfig: Security config for at-rest encryption of your OnlineStore. See Security Config Below.
storage_type str: Option for different tiers of low latency storage for real-time data retrieval. Valid values are Standard, or InMemory.
ttl_duration FeatureGroupOnlineStoreConfigTtlDuration: Time to live duration, where the record is hard deleted after the expiration time is reached; ExpiresAt = EventTime + TtlDuration.. See TTl Duration Below.

enableOnlineStore Boolean: Set to true to disable the automatic creation of an AWS Glue table when configuring an OfflineStore.
securityConfig Property Map: Security config for at-rest encryption of your OnlineStore. See Security Config Below.
storageType String: Option for different tiers of low latency storage for real-time data retrieval. Valid values are Standard, or InMemory.
ttlDuration Property Map: Time to live duration, where the record is hard deleted after the expiration time is reached; ExpiresAt = EventTime + TtlDuration.. See TTl Duration Below.

FeatureGroupOnlineStoreConfigSecurityConfig
, FeatureGroupOnlineStoreConfigSecurityConfigArgs

KmsKeyId string: The ID of the AWS Key Management Service (AWS KMS) key that SageMaker AI Feature Store uses to encrypt the Amazon S3 objects at rest using Amazon S3 server-side encryption.

KmsKeyId string: The ID of the AWS Key Management Service (AWS KMS) key that SageMaker AI Feature Store uses to encrypt the Amazon S3 objects at rest using Amazon S3 server-side encryption.

kmsKeyId String: The ID of the AWS Key Management Service (AWS KMS) key that SageMaker AI Feature Store uses to encrypt the Amazon S3 objects at rest using Amazon S3 server-side encryption.

kmsKeyId string: The ID of the AWS Key Management Service (AWS KMS) key that SageMaker AI Feature Store uses to encrypt the Amazon S3 objects at rest using Amazon S3 server-side encryption.

kms_key_id str: The ID of the AWS Key Management Service (AWS KMS) key that SageMaker AI Feature Store uses to encrypt the Amazon S3 objects at rest using Amazon S3 server-side encryption.

kmsKeyId String: The ID of the AWS Key Management Service (AWS KMS) key that SageMaker AI Feature Store uses to encrypt the Amazon S3 objects at rest using Amazon S3 server-side encryption.

FeatureGroupOnlineStoreConfigTtlDuration
, FeatureGroupOnlineStoreConfigTtlDurationArgs

Unit string: TtlDuration time unit. Valid values are Seconds, Minutes, Hours, Days, or Weeks.
Value int: TtlDuration time value.

Unit string: TtlDuration time unit. Valid values are Seconds, Minutes, Hours, Days, or Weeks.
Value int: TtlDuration time value.

unit String: TtlDuration time unit. Valid values are Seconds, Minutes, Hours, Days, or Weeks.
value Integer: TtlDuration time value.

unit string: TtlDuration time unit. Valid values are Seconds, Minutes, Hours, Days, or Weeks.
value number: TtlDuration time value.

unit str: TtlDuration time unit. Valid values are Seconds, Minutes, Hours, Days, or Weeks.
value int: TtlDuration time value.

unit String: TtlDuration time unit. Valid values are Seconds, Minutes, Hours, Days, or Weeks.
value Number: TtlDuration time value.

FeatureGroupThroughputConfig
, FeatureGroupThroughputConfigArgs

ProvisionedReadCapacityUnits int
ProvisionedWriteCapacityUnits int
ThroughputMode string

ProvisionedReadCapacityUnits int
ProvisionedWriteCapacityUnits int
ThroughputMode string

provisionedReadCapacityUnits Integer
provisionedWriteCapacityUnits Integer
throughputMode String

provisionedReadCapacityUnits number
provisionedWriteCapacityUnits number
throughputMode string

provisioned_read_capacity_units int
provisioned_write_capacity_units int
throughput_mode str

provisionedReadCapacityUnits Number
provisionedWriteCapacityUnits Number
throughputMode String

Import

Using pulumi import, import Feature Groups using the name. For example:

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

To learn more about importing existing cloud resources, see Importing resources.

Package Details

Repository: AWS Classic pulumi/pulumi-aws
License: Apache-2.0
Notes: This Pulumi package is based on the aws Terraform Provider.

AWS v6.76.0 published on Tuesday, Apr 8, 2025 by Pulumi

pulumi/pulumi-aws

aws.sagemaker.FeatureGroup

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Example Usage

Create FeatureGroup Resource

Constructor syntax

Parameters

Constructor example

FeatureGroup Resource Properties

Inputs

Outputs

Look up Existing FeatureGroup Resource

Supporting Types

FeatureGroupFeatureDefinition
, FeatureGroupFeatureDefinitionArgs

FeatureGroupFeatureDefinitionCollectionConfig
, FeatureGroupFeatureDefinitionCollectionConfigArgs

FeatureGroupFeatureDefinitionCollectionConfigVectorConfig
, FeatureGroupFeatureDefinitionCollectionConfigVectorConfigArgs

FeatureGroupOfflineStoreConfig
, FeatureGroupOfflineStoreConfigArgs

FeatureGroupOfflineStoreConfigDataCatalogConfig
, FeatureGroupOfflineStoreConfigDataCatalogConfigArgs

FeatureGroupOfflineStoreConfigS3StorageConfig
, FeatureGroupOfflineStoreConfigS3StorageConfigArgs

FeatureGroupOnlineStoreConfig
, FeatureGroupOnlineStoreConfigArgs

FeatureGroupOnlineStoreConfigSecurityConfig
, FeatureGroupOnlineStoreConfigSecurityConfigArgs

FeatureGroupOnlineStoreConfigTtlDuration
, FeatureGroupOnlineStoreConfigTtlDurationArgs

FeatureGroupThroughputConfig
, FeatureGroupThroughputConfigArgs

Import

Package Details

On this page

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aws.sagemaker.FeatureGroup

On this page

On this page

Example Usage

Create FeatureGroup Resource

Constructor syntax

Parameters

Constructor example

FeatureGroup Resource Properties

Inputs

Outputs

Look up Existing FeatureGroup Resource

Supporting Types

FeatureGroupFeatureDefinition, FeatureGroupFeatureDefinitionArgs

FeatureGroupFeatureDefinitionCollectionConfig, FeatureGroupFeatureDefinitionCollectionConfigArgs

FeatureGroupFeatureDefinitionCollectionConfigVectorConfig, FeatureGroupFeatureDefinitionCollectionConfigVectorConfigArgs

FeatureGroupOfflineStoreConfig, FeatureGroupOfflineStoreConfigArgs

FeatureGroupOfflineStoreConfigDataCatalogConfig, FeatureGroupOfflineStoreConfigDataCatalogConfigArgs

FeatureGroupOfflineStoreConfigS3StorageConfig, FeatureGroupOfflineStoreConfigS3StorageConfigArgs

FeatureGroupOnlineStoreConfig, FeatureGroupOnlineStoreConfigArgs

FeatureGroupOnlineStoreConfigSecurityConfig, FeatureGroupOnlineStoreConfigSecurityConfigArgs

FeatureGroupOnlineStoreConfigTtlDuration, FeatureGroupOnlineStoreConfigTtlDurationArgs

FeatureGroupThroughputConfig, FeatureGroupThroughputConfigArgs

Import

Package Details

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FeatureGroupFeatureDefinition
, FeatureGroupFeatureDefinitionArgs

FeatureGroupFeatureDefinitionCollectionConfig
, FeatureGroupFeatureDefinitionCollectionConfigArgs

FeatureGroupFeatureDefinitionCollectionConfigVectorConfig
, FeatureGroupFeatureDefinitionCollectionConfigVectorConfigArgs

FeatureGroupOfflineStoreConfig
, FeatureGroupOfflineStoreConfigArgs

FeatureGroupOfflineStoreConfigDataCatalogConfig
, FeatureGroupOfflineStoreConfigDataCatalogConfigArgs

FeatureGroupOfflineStoreConfigS3StorageConfig
, FeatureGroupOfflineStoreConfigS3StorageConfigArgs

FeatureGroupOnlineStoreConfig
, FeatureGroupOnlineStoreConfigArgs

FeatureGroupOnlineStoreConfigSecurityConfig
, FeatureGroupOnlineStoreConfigSecurityConfigArgs

FeatureGroupOnlineStoreConfigTtlDuration
, FeatureGroupOnlineStoreConfigTtlDurationArgs

FeatureGroupThroughputConfig
, FeatureGroupThroughputConfigArgs