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FeatureGroup

import type { FeatureGroup } from "https://aws-api.deno.dev/v0.4/services/sagemaker.ts?docs=full";

Amazon SageMaker Feature Store stores features in a collection called Feature Group. A Feature Group can be visualized as a table which has rows, with a unique identifier for each row where each column in the table is a feature. In principle, a Feature Group is composed of features and values per features.

interface FeatureGroup {

CreationTime?: Date | number | null;

Description?: string | null;

EventTimeFeatureName?: string | null;

FailureReason?: string | null;

FeatureDefinitions?: FeatureDefinition[] | null;

FeatureGroupArn?: string | null;

FeatureGroupName?: string | null;

FeatureGroupStatus?: FeatureGroupStatus | null;

LastModifiedTime?: Date | number | null;

LastUpdateStatus?: LastUpdateStatus | null;

OfflineStoreConfig?: OfflineStoreConfig | null;

OfflineStoreStatus?: OfflineStoreStatus | null;

OnlineStoreConfig?: OnlineStoreConfig | null;

RecordIdentifierFeatureName?: string | null;

RoleArn?: string | null;

Tags?: Tag[] | null;

}

§Properties

CreationTime?: Date | number | null

The time a FeatureGroup was created.

Description?: string | null

A free form description of a FeatureGroup.

EventTimeFeatureName?: string | null

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

A EventTime is point in time when a new event occurs that corresponds to the creation or update of a Record in FeatureGroup. All Records in the FeatureGroup must have a corresponding EventTime.

FailureReason?: string | null

The reason that the FeatureGroup failed to be replicated in the OfflineStore. This is failure may be due to a failure to create a FeatureGroup in or delete a FeatureGroup from the OfflineStore.

FeatureDefinitions?: FeatureDefinition[] | null

A list of Features. Each Feature must include a FeatureName and a FeatureType.

Valid FeatureTypes are Integral, Fractional and String.

FeatureNames cannot be any of the following: is_deleted, write_time, api_invocation_time.

You can create up to 2,500 FeatureDefinitions per FeatureGroup.

FeatureGroupArn?: string | null

The Amazon Resource Name (ARN) of a FeatureGroup.

FeatureGroupName?: string | null

The name of the FeatureGroup.

FeatureGroupStatus?: FeatureGroupStatus | null

A FeatureGroup status.

LastModifiedTime?: Date | number | null

A timestamp indicating the last time you updated the feature group.

LastUpdateStatus?: LastUpdateStatus | null

A value that indicates whether the feature group was updated successfully.

OfflineStoreConfig?: OfflineStoreConfig | null

OfflineStoreStatus?: OfflineStoreStatus | null

OnlineStoreConfig?: OnlineStoreConfig | null

RecordIdentifierFeatureName?: string | null

The name of the Feature whose value uniquely identifies a Record defined in the FeatureGroup FeatureDefinitions.

RoleArn?: string | null

The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.

Tags?: Tag[] | null

Tags used to define a FeatureGroup.