Struct aws_sdk_sagemaker::model::feature_group::Builder

#[non_exhaustive]
pub struct Builder { /* fields omitted */ }

A builder for FeatureGroup

Implementations

impl Builder

pub fn feature_group_arn(self, input: impl Into<String>) -> Self

The Amazon Resource Name (ARN) of a FeatureGroup.

pub fn set_feature_group_arn(self, input: Option<String>) -> Self

The Amazon Resource Name (ARN) of a FeatureGroup.

pub fn feature_group_name(self, input: impl Into<String>) -> Self

The name of the FeatureGroup.

pub fn set_feature_group_name(self, input: Option<String>) -> Self

The name of the FeatureGroup.

pub fn record_identifier_feature_name(self, input: impl Into<String>) -> Self

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

pub fn set_record_identifier_feature_name(self, input: Option<String>) -> Self

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

pub fn event_time_feature_name(self, input: impl Into<String>) -> Self

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 set_event_time_feature_name(self, input: Option<String>) -> Self

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, input: impl Into<FeatureDefinition>) -> Self

Appends an item to feature_definitions.

To override the contents of this collection use set_feature_definitions.

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 set_feature_definitions(
    self,
    input: Option<Vec<FeatureDefinition>>
) -> Self

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, input: Instant) -> Self

The time a FeatureGroup was created.

pub fn set_creation_time(self, input: Option<Instant>) -> Self

The time a FeatureGroup was created.

pub fn online_store_config(self, input: OnlineStoreConfig) -> Self

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 set_online_store_config(self, input: Option<OnlineStoreConfig>) -> Self

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, input: OfflineStoreConfig) -> Self

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 set_offline_store_config(self, input: Option<OfflineStoreConfig>) -> Self

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, input: impl Into<String>) -> Self

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

pub fn set_role_arn(self, input: Option<String>) -> Self

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

pub fn feature_group_status(self, input: FeatureGroupStatus) -> Self

A FeatureGroup status.

pub fn set_feature_group_status(self, input: Option<FeatureGroupStatus>) -> Self

A FeatureGroup status.

pub fn offline_store_status(self, input: OfflineStoreStatus) -> Self

The status of OfflineStore.

pub fn set_offline_store_status(self, input: Option<OfflineStoreStatus>) -> Self

The status of OfflineStore.

pub fn failure_reason(self, input: impl Into<String>) -> Self

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 set_failure_reason(self, input: Option<String>) -> Self

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, input: impl Into<String>) -> Self

A free form description of a FeatureGroup.

pub fn set_description(self, input: Option<String>) -> Self

A free form description of a FeatureGroup.

pub fn tags(self, input: impl Into<Tag>) -> Self

Appends an item to tags.

To override the contents of this collection use set_tags.

Tags used to define a FeatureGroup.

pub fn set_tags(self, input: Option<Vec<Tag>>) -> Self

Tags used to define a FeatureGroup.

pub fn build(self) -> FeatureGroup

Consumes the builder and constructs a FeatureGroup

Trait Implementations

impl Clone for Builder

fn clone(&self) -> Builder

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for Builder

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

Formats the value using the given formatter.

impl Default for Builder

fn default() -> Builder

Returns the “default value” for a type.

impl PartialEq<Builder> for Builder

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

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

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

This method tests for !=.

impl StructuralPartialEq for Builder