Struct aws_sdk_sagemaker::input::CreateFeatureGroupInput

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

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

feature_group_name: Option<String>

The name of the FeatureGroup. The name must be unique within an Amazon Web Services Region in an Amazon Web Services account. The name:

• Must start and end with an alphanumeric character.

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

record_identifier_feature_name: Option<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.

event_time_feature_name: Option<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: Option<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.

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 Amazon Web Services KMS key ID (KMSKeyId) for at-rest encryption of the OnlineStore.

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 Amazon Web Services Glue or Amazon Web Services Hive data catalog.

• An KMS encryption key to encrypt the Amazon S3 location used for OfflineStore. If KMS encryption key is not specified, by default we encrypt all data at rest using Amazon Web Services KMS key. By defining your bucket-level key for SSE, you can reduce Amazon Web Services KMS requests costs by up to 99 percent.

To learn more about this parameter, see OfflineStoreConfig.

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.

description: Option<String>

A free-form description of a FeatureGroup.

tags: Option<Vec<Tag>>

Tags used to identify Features in each FeatureGroup.

Implementations

impl CreateFeatureGroupInput

pub async fn make_operation(
    &self,
    _config: &Config
) -> Result<Operation<CreateFeatureGroup, AwsErrorRetryPolicy>, BuildError>

Consumes the builder and constructs an Operation<CreateFeatureGroup>

pub fn builder() -> Builder

Creates a new builder-style object to manufacture CreateFeatureGroupInput

impl CreateFeatureGroupInput

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

The name of the FeatureGroup. The name must be unique within an Amazon Web Services Region in an Amazon Web Services account. The name:

• Must start and end with an alphanumeric character.

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

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

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.

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

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.

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

pub fn online_store_config(&self) -> 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 Amazon Web Services KMS key ID (KMSKeyId) for at-rest encryption of the OnlineStore.

pub fn offline_store_config(&self) -> 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 Amazon Web Services Glue or Amazon Web Services Hive data catalog.

• An KMS encryption key to encrypt the Amazon S3 location used for OfflineStore. If KMS encryption key is not specified, by default we encrypt all data at rest using Amazon Web Services KMS key. By defining your bucket-level key for SSE, you can reduce Amazon Web Services KMS requests costs by up to 99 percent.

To learn more about this parameter, see OfflineStoreConfig.

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

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

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

A free-form description of a FeatureGroup.

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

Tags used to identify Features in each FeatureGroup.

Trait Implementations

impl Clone for CreateFeatureGroupInput

fn clone(&self) -> CreateFeatureGroupInput

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for CreateFeatureGroupInput

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

Formats the value using the given formatter.

impl PartialEq<CreateFeatureGroupInput> for CreateFeatureGroupInput

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

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

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

This method tests for !=.

impl StructuralPartialEq for CreateFeatureGroupInput