Struct aws_sdk_sagemaker::types::FeatureGroup

#[non_exhaustive]
pub struct FeatureGroup { /* private fields */ }

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.

Implementations

impl FeatureGroup

pub fn feature_group_arn(&self) -> Option<&str>

The Amazon Resource Name (ARN) of a FeatureGroup.

pub fn feature_group_name(&self) -> Option<&str>

The name of the FeatureGroup.

pub fn record_identifier_feature_name(&self) -> Option<&str>

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

pub fn event_time_feature_name(&self) -> Option<&str>

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.

pub fn feature_definitions(&self) -> Option<&[FeatureDefinition]>

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.

pub fn creation_time(&self) -> Option<&DateTime>

The time a FeatureGroup was created.

pub fn last_modified_time(&self) -> Option<&DateTime>

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

pub fn online_store_config(&self) -> Option<&OnlineStoreConfig>

Use this to specify the Amazon Web Services Key Management Service (KMS) Key ID, or KMSKeyId, for at rest data encryption. You can turn OnlineStore on or off by specifying the EnableOnlineStore flag at General Assembly; the default value is False.

pub fn offline_store_config(&self) -> Option<&OfflineStoreConfig>

The configuration of an OfflineStore.

Provide an OfflineStoreConfig in a request to CreateFeatureGroup to create an OfflineStore.

To encrypt an OfflineStore using at rest data encryption, specify Amazon Web Services Key Management Service (KMS) key ID, or KMSKeyId, in S3StorageConfig.

pub fn role_arn(&self) -> Option<&str>

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

pub fn feature_group_status(&self) -> Option<&FeatureGroupStatus>

A FeatureGroup status.

pub fn offline_store_status(&self) -> Option<&OfflineStoreStatus>

The status of OfflineStore.

pub fn last_update_status(&self) -> Option<&LastUpdateStatus>

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

pub fn failure_reason(&self) -> Option<&str>

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.

pub fn description(&self) -> Option<&str>

A free form description of a FeatureGroup.

pub fn tags(&self) -> Option<&[Tag]>

Tags used to define a FeatureGroup.

impl FeatureGroup

pub fn builder() -> FeatureGroupBuilder

Creates a new builder-style object to manufacture FeatureGroup.

Trait Implementations

impl Clone for FeatureGroup

fn clone(&self) -> FeatureGroup

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for FeatureGroup

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl PartialEq<FeatureGroup> for FeatureGroup

fn eq(&self, other: &FeatureGroup) -> bool

This method tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for FeatureGroup