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AWS Classic v6.4.0 published on Tuesday, Oct 3, 2023 by Pulumi
pulumi/pulumi-aws

aws.sagemaker.FeatureGroup

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Try AWS Native preview for resources not in the classic version.

AWS Classic v6.4.0 published on Tuesday, Oct 3, 2023 by Pulumi
pulumi/pulumi-aws

    Provides a SageMaker Feature Group resource.

    Example Usage

    Basic usage

    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 = aws_iam_role.Test.Arn,
        FeatureDefinitions = new[]
        {
            new Aws.Sagemaker.Inputs.FeatureGroupFeatureDefinitionArgs
            {
                FeatureName = "example",
                FeatureType = "String",
            },
        },
        OnlineStoreConfig = new Aws.Sagemaker.Inputs.FeatureGroupOnlineStoreConfigArgs
        {
            EnableOnlineStore = 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(aws_iam_role.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
	})
}

    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 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=aws_iam_role["test"]["arn"],
    feature_definitions=[aws.sagemaker.FeatureGroupFeatureDefinitionArgs(
        feature_name="example",
        feature_type="String",
    )],
    online_store_config=aws.sagemaker.FeatureGroupOnlineStoreConfigArgs(
        enable_online_store=True,
    ))

    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: aws_iam_role.test.arn,
    featureDefinitions: [{
        featureName: "example",
        featureType: "String",
    }],
    onlineStoreConfig: {
        enableOnlineStore: true,
    },
});

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

    Create FeatureGroup Resource

    new FeatureGroup(name: string, args: FeatureGroupArgs, opts?: CustomResourceOptions);
    @overload
def FeatureGroup(resource_name: str,
                 opts: Optional[ResourceOptions] = 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)
@overload
def FeatureGroup(resource_name: str,
                 args: FeatureGroupArgs,
                 opts: Optional[ResourceOptions] = 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.
    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.

    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

    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<Pulumi.Aws.Sagemaker.Inputs.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 Pulumi.Aws.Sagemaker.Inputs.FeatureGroupOfflineStoreConfig

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

    OnlineStoreConfig Pulumi.Aws.Sagemaker.Inputs.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.

    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.

    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.

    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.

    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.

    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.

    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.

    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) -> 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)
    Resource lookup is not supported in YAML
    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<Pulumi.Aws.Sagemaker.Inputs.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 Pulumi.Aws.Sagemaker.Inputs.FeatureGroupOfflineStoreConfig

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

    OnlineStoreConfig Pulumi.Aws.Sagemaker.Inputs.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.

    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.

    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.

    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.

    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.

    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.

    Supporting Types

    FeatureGroupFeatureDefinition, FeatureGroupFeatureDefinitionArgs

    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.

    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.

    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.

    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.

    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.

    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.

    FeatureGroupOfflineStoreConfig, FeatureGroupOfflineStoreConfigArgs

    S3StorageConfig Pulumi.Aws.Sagemaker.Inputs.FeatureGroupOfflineStoreConfigS3StorageConfig

    The Amazon Simple Storage (Amazon S3) location of OfflineStore. See S3 Storage Config Below.

    DataCatalogConfig Pulumi.Aws.Sagemaker.Inputs.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.

    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.

    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.

    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.

    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.

    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.

    FeatureGroupOnlineStoreConfig, FeatureGroupOnlineStoreConfigArgs

    EnableOnlineStore bool

    Set to true to disable the automatic creation of an AWS Glue table when configuring an OfflineStore.

    SecurityConfig Pulumi.Aws.Sagemaker.Inputs.FeatureGroupOnlineStoreConfigSecurityConfig

    Security config for at-rest encryption of your OnlineStore. See Security Config 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.

    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.

    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.

    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.

    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.

    FeatureGroupOnlineStoreConfigSecurityConfig, FeatureGroupOnlineStoreConfigSecurityConfigArgs

    KmsKeyId string

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

    Import

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

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

    Package Details

    Repository
    AWS Classic pulumi/pulumi-aws
    License
    Apache-2.0
    Notes

    This Pulumi package is based on the aws Terraform Provider.

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    AWS Classic v6.4.0 published on Tuesday, Oct 3, 2023 by Pulumi
    pulumi/pulumi-aws