Struct aws_sdk_sagemaker::model::FeatureGroup
source · [−]#[non_exhaustive]pub struct FeatureGroup { /* private fields */ }Expand description
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
sourceimpl FeatureGroup
impl FeatureGroup
sourcepub fn feature_group_arn(&self) -> Option<&str>
pub fn feature_group_arn(&self) -> Option<&str>
The Amazon Resource Name (ARN) of a FeatureGroup.
sourcepub fn feature_group_name(&self) -> Option<&str>
pub fn feature_group_name(&self) -> Option<&str>
The name of the FeatureGroup.
sourcepub fn record_identifier_feature_name(&self) -> Option<&str>
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.
sourcepub fn event_time_feature_name(&self) -> Option<&str>
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.
sourcepub fn feature_definitions(&self) -> Option<&[FeatureDefinition]>
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.
sourcepub fn creation_time(&self) -> Option<&DateTime>
pub fn creation_time(&self) -> Option<&DateTime>
The time a FeatureGroup was created.
sourcepub fn last_modified_time(&self) -> Option<&DateTime>
pub fn last_modified_time(&self) -> Option<&DateTime>
A timestamp indicating the last time you updated the feature group.
sourcepub fn online_store_config(&self) -> Option<&OnlineStoreConfig>
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.
sourcepub fn offline_store_config(&self) -> Option<&OfflineStoreConfig>
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.
sourcepub fn role_arn(&self) -> Option<&str>
pub fn role_arn(&self) -> Option<&str>
The Amazon Resource Name (ARN) of the IAM execution role used to create the feature group.
sourcepub fn feature_group_status(&self) -> Option<&FeatureGroupStatus>
pub fn feature_group_status(&self) -> Option<&FeatureGroupStatus>
A FeatureGroup status.
sourcepub fn offline_store_status(&self) -> Option<&OfflineStoreStatus>
pub fn offline_store_status(&self) -> Option<&OfflineStoreStatus>
The status of OfflineStore.
sourcepub fn last_update_status(&self) -> Option<&LastUpdateStatus>
pub fn last_update_status(&self) -> Option<&LastUpdateStatus>
A value that indicates whether the feature group was updated successfully.
sourcepub fn failure_reason(&self) -> Option<&str>
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.
sourcepub fn description(&self) -> Option<&str>
pub fn description(&self) -> Option<&str>
A free form description of a FeatureGroup.
Tags used to define a FeatureGroup.
sourceimpl FeatureGroup
impl FeatureGroup
sourcepub fn builder() -> Builder
pub fn builder() -> Builder
Creates a new builder-style object to manufacture FeatureGroup.
Trait Implementations
sourceimpl Clone for FeatureGroup
impl Clone for FeatureGroup
sourcefn clone(&self) -> FeatureGroup
fn clone(&self) -> FeatureGroup
1.0.0 · sourcefn clone_from(&mut self, source: &Self)
fn clone_from(&mut self, source: &Self)
source. Read more