Struct rusoto_sagemaker::CreateFeatureGroupRequest

pub struct CreateFeatureGroupRequest {
    pub description: Option<String>,
    pub event_time_feature_name: String,
    pub feature_definitions: Vec<FeatureDefinition>,
    pub feature_group_name: String,
    pub offline_store_config: Option<OfflineStoreConfig>,
    pub online_store_config: Option<OnlineStoreConfig>,
    pub record_identifier_feature_name: String,
    pub role_arn: Option<String>,
    pub tags: Option<Vec<Tag>>,
}

Fields

description: Option<String>

A free-form description of a FeatureGroup.

event_time_feature_name: String

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

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

An EventTime can be a String or Fractional.

• Fractional: EventTime feature values must be a Unix timestamp in seconds.

• String: EventTime feature values must be an ISO-8601 string in the format. The following formats are supported yyyy-MM-dd'T'HH:mm:ssZ and yyyy-MM-dd'T'HH:mm:ss.SSSZ where yyyy, MM, and dd represent the year, month, and day respectively and HH, mm, ss, and if applicable, SSS represent the hour, month, second and milliseconds respsectively. 'T' and Z are constants.

feature_definitions: Vec<FeatureDefinition>

A list of Feature names and types. Name and Type is compulsory per Feature.

Valid feature 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_name: String

The name of the FeatureGroup. The name must be unique within an AWS Region in an AWS account. The name:

• Must start and end with an alphanumeric character.

• Can only contain alphanumeric character and hyphens. Spaces are not allowed.

offline_store_config: Option<OfflineStoreConfig>

Use this to configure an OfflineFeatureStore. This parameter allows you to specify:

• The Amazon Simple Storage Service (Amazon S3) location of an OfflineStore.

• A configuration for an AWS Glue or AWS Hive data cataolgue.

• An KMS encryption key to encrypt the Amazon S3 location used for OfflineStore.

To learn more about this parameter, see OfflineStoreConfig.

online_store_config: Option<OnlineStoreConfig>

You can turn the OnlineStore on or off by specifying True for the EnableOnlineStore flag in OnlineStoreConfig; the default value is False.

You can also include an AWS KMS key ID (KMSKeyId) for at-rest encryption of the OnlineStore.

record_identifier_feature_name: String

The name of the Feature whose value uniquely identifies a Record defined in the FeatureStore. Only the latest record per identifier value will be stored in the OnlineStore. RecordIdentifierFeatureName must be one of feature definitions' names.

You use the RecordIdentifierFeatureName to access data in a FeatureStore.

This name:

• Must start and end with an alphanumeric character.

• Can only contains alphanumeric characters, hyphens, underscores. Spaces are not allowed.

role_arn: Option<String>

The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the OfflineStore if an OfflineStoreConfig is provided.

tags: Option<Vec<Tag>>

Tags used to identify Features in each FeatureGroup.

Trait Implementations

impl Clone for CreateFeatureGroupRequest

fn clone(&self) -> CreateFeatureGroupRequest

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for CreateFeatureGroupRequest

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

Formats the value using the given formatter.

impl Default for CreateFeatureGroupRequest

fn default() -> CreateFeatureGroupRequest

Returns the “default value” for a type.

impl PartialEq<CreateFeatureGroupRequest> for CreateFeatureGroupRequest

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

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

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

This method tests for !=.

impl Serialize for CreateFeatureGroupRequest

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error> where
    __S: Serializer, 

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for CreateFeatureGroupRequest