Struct rusoto_sagemaker::FeatureGroup

pub struct FeatureGroup {
    pub creation_time: Option<f64>,
    pub description: Option<String>,
    pub event_time_feature_name: Option<String>,
    pub failure_reason: Option<String>,
    pub feature_definitions: Option<Vec<FeatureDefinition>>,
    pub feature_group_arn: Option<String>,
    pub feature_group_name: Option<String>,
    pub feature_group_status: Option<String>,
    pub offline_store_config: Option<OfflineStoreConfig>,
    pub offline_store_status: Option<OfflineStoreStatus>,
    pub online_store_config: Option<OnlineStoreConfig>,
    pub record_identifier_feature_name: Option<String>,
    pub role_arn: Option<String>,
    pub tags: Option<Vec<Tag>>,
}

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.

Fields

creation_time: Option<f64>

The time a FeatureGroup was created.

description: Option<String>

A free form description of a FeatureGroup.

event_time_feature_name: Option<String>

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.

failure_reason: Option<String>

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.

feature_definitions: Option<Vec<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.

feature_group_arn: Option<String>

The Amazon Resource Name (ARN) of a FeatureGroup.

feature_group_name: Option<String>

The name of the FeatureGroup.

feature_group_status: Option<String>

A FeatureGroup status.

offline_store_config: Option<OfflineStoreConfig>

offline_store_status: Option<OfflineStoreStatus>

online_store_config: Option<OnlineStoreConfig>

record_identifier_feature_name: Option<String>

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

role_arn: Option<String>

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

tags: Option<Vec<Tag>>

Tags used to define a FeatureGroup.

Trait Implementations

impl Clone for FeatureGroup

pub fn clone(&self) -> FeatureGroup

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for FeatureGroup

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

Formats the value using the given formatter.

impl Default for FeatureGroup

pub fn default() -> FeatureGroup

Returns the "default value" for a type.

impl<'de> Deserialize<'de> for FeatureGroup

pub fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error> where
    __D: Deserializer<'de>, 

Deserialize this value from the given Serde deserializer.

impl PartialEq<FeatureGroup> for FeatureGroup

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

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

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

This method tests for !=.

impl StructuralPartialEq for FeatureGroup