aws_sdk_sagemaker::types::builders

Struct FeatureGroupBuilder

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#[non_exhaustive]
pub struct FeatureGroupBuilder { /* private fields */ }
Expand description

A builder for FeatureGroup.

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impl FeatureGroupBuilder

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

The Amazon Resource Name (ARN) of a FeatureGroup.

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

The Amazon Resource Name (ARN) of a FeatureGroup.

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pub fn get_feature_group_arn(&self) -> &Option<String>

The Amazon Resource Name (ARN) of a FeatureGroup.

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

The name of the FeatureGroup.

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

The name of the FeatureGroup.

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pub fn get_feature_group_name(&self) -> &Option<String>

The name of the FeatureGroup.

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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.

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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.

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pub fn get_record_identifier_feature_name(&self) -> &Option<String>

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

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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.

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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.

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pub fn get_event_time_feature_name(&self) -> &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.

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pub fn feature_definitions(self, input: 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.

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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.

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pub fn get_feature_definitions(&self) -> &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.

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pub fn creation_time(self, input: DateTime) -> Self

The time a FeatureGroup was created.

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

The time a FeatureGroup was created.

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pub fn get_creation_time(&self) -> &Option<DateTime>

The time a FeatureGroup was created.

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pub fn last_modified_time(self, input: DateTime) -> Self

A timestamp indicating the last time you updated the feature group.

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pub fn set_last_modified_time(self, input: Option<DateTime>) -> Self

A timestamp indicating the last time you updated the feature group.

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pub fn get_last_modified_time(&self) -> &Option<DateTime>

A timestamp indicating the last time you updated the feature group.

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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.

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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.

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pub fn get_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.

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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.

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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.

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pub fn get_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.

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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.

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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.

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pub fn get_role_arn(&self) -> &Option<String>

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

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

A FeatureGroup status.

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

A FeatureGroup status.

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pub fn get_feature_group_status(&self) -> &Option<FeatureGroupStatus>

A FeatureGroup status.

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

The status of OfflineStore.

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

The status of OfflineStore.

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pub fn get_offline_store_status(&self) -> &Option<OfflineStoreStatus>

The status of OfflineStore.

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pub fn last_update_status(self, input: LastUpdateStatus) -> Self

A value that indicates whether the feature group was updated successfully.

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pub fn set_last_update_status(self, input: Option<LastUpdateStatus>) -> Self

A value that indicates whether the feature group was updated successfully.

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pub fn get_last_update_status(&self) -> &Option<LastUpdateStatus>

A value that indicates whether the feature group was updated successfully.

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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.

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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.

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pub fn get_failure_reason(&self) -> &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.

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

A free form description of a FeatureGroup.

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

A free form description of a FeatureGroup.

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pub fn get_description(&self) -> &Option<String>

A free form description of a FeatureGroup.

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

Appends an item to tags.

To override the contents of this collection use set_tags.

Tags used to define a FeatureGroup.

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

Tags used to define a FeatureGroup.

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pub fn get_tags(&self) -> &Option<Vec<Tag>>

Tags used to define a FeatureGroup.

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pub fn build(self) -> FeatureGroup

Consumes the builder and constructs a FeatureGroup.

Trait Implementations§

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impl Clone for FeatureGroupBuilder

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fn clone(&self) -> FeatureGroupBuilder

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for FeatureGroupBuilder

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

Formats the value using the given formatter. Read more
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impl Default for FeatureGroupBuilder

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fn default() -> FeatureGroupBuilder

Returns the “default value” for a type. Read more
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impl PartialEq for FeatureGroupBuilder

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

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl StructuralPartialEq for FeatureGroupBuilder

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