aws_sdk_sagemaker::operation::describe_feature_group::builders

Struct DescribeFeatureGroupOutputBuilder

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

A builder for DescribeFeatureGroupOutput.

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impl DescribeFeatureGroupOutputBuilder

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

The Amazon Resource Name (ARN) of the FeatureGroup.

This field is required.
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pub fn set_feature_group_arn(self, input: Option<String>) -> Self

The Amazon Resource Name (ARN) of the FeatureGroup.

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

The Amazon Resource Name (ARN) of the FeatureGroup.

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

he name of the FeatureGroup.

This field is required.
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pub fn set_feature_group_name(self, input: Option<String>) -> Self

he name of the FeatureGroup.

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

he 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 used for RecordIdentifier, whose value uniquely identifies a record stored in the feature store.

This field is required.
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pub fn set_record_identifier_feature_name(self, input: Option<String>) -> Self

The name of the Feature used for RecordIdentifier, whose value uniquely identifies a record stored in the feature store.

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

The name of the Feature used for RecordIdentifier, whose value uniquely identifies a record stored in the feature store.

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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.

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 have a corresponding EventTime.

This field is required.
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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.

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 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.

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 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 the Features in the FeatureGroup. Each feature is defined by a FeatureName and FeatureType.

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

A list of the Features in the FeatureGroup. Each feature is defined by a FeatureName and FeatureType.

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pub fn get_feature_definitions(&self) -> &Option<Vec<FeatureDefinition>>

A list of the Features in the FeatureGroup. Each feature is defined by a FeatureName and FeatureType.

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

A timestamp indicating when SageMaker created the FeatureGroup.

This field is required.
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pub fn set_creation_time(self, input: Option<DateTime>) -> Self

A timestamp indicating when SageMaker created the FeatureGroup.

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

A timestamp indicating when SageMaker created the FeatureGroup.

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

A timestamp indicating when the feature group was last updated.

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

A timestamp indicating when the feature group was last updated.

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

A timestamp indicating when the feature group was last updated.

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

The configuration for the OnlineStore.

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

The configuration for the OnlineStore.

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pub fn get_online_store_config(&self) -> &Option<OnlineStoreConfig>

The configuration for the OnlineStore.

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pub fn offline_store_config(self, input: OfflineStoreConfig) -> Self

The configuration of the offline store. It includes the following configurations:

  • Amazon S3 location of the offline store.

  • Configuration of the Glue data catalog.

  • Table format of the offline store.

  • Option to disable the automatic creation of a Glue table for the offline store.

  • Encryption configuration.

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

The configuration of the offline store. It includes the following configurations:

  • Amazon S3 location of the offline store.

  • Configuration of the Glue data catalog.

  • Table format of the offline store.

  • Option to disable the automatic creation of a Glue table for the offline store.

  • Encryption configuration.

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pub fn get_offline_store_config(&self) -> &Option<OfflineStoreConfig>

The configuration of the offline store. It includes the following configurations:

  • Amazon S3 location of the offline store.

  • Configuration of the Glue data catalog.

  • Table format of the offline store.

  • Option to disable the automatic creation of a Glue table for the offline store.

  • Encryption configuration.

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pub fn throughput_config(self, input: ThroughputConfigDescription) -> Self

Active throughput configuration of the feature group. There are two modes: ON_DEMAND and PROVISIONED. With on-demand mode, you are charged for data reads and writes that your application performs on your feature group. You do not need to specify read and write throughput because Feature Store accommodates your workloads as they ramp up and down. You can switch a feature group to on-demand only once in a 24 hour period. With provisioned throughput mode, you specify the read and write capacity per second that you expect your application to require, and you are billed based on those limits. Exceeding provisioned throughput will result in your requests being throttled.

Note: PROVISIONED throughput mode is supported only for feature groups that are offline-only, or use the Standard tier online store.

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pub fn set_throughput_config( self, input: Option<ThroughputConfigDescription>, ) -> Self

Active throughput configuration of the feature group. There are two modes: ON_DEMAND and PROVISIONED. With on-demand mode, you are charged for data reads and writes that your application performs on your feature group. You do not need to specify read and write throughput because Feature Store accommodates your workloads as they ramp up and down. You can switch a feature group to on-demand only once in a 24 hour period. With provisioned throughput mode, you specify the read and write capacity per second that you expect your application to require, and you are billed based on those limits. Exceeding provisioned throughput will result in your requests being throttled.

Note: PROVISIONED throughput mode is supported only for feature groups that are offline-only, or use the Standard tier online store.

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pub fn get_throughput_config(&self) -> &Option<ThroughputConfigDescription>

Active throughput configuration of the feature group. There are two modes: ON_DEMAND and PROVISIONED. With on-demand mode, you are charged for data reads and writes that your application performs on your feature group. You do not need to specify read and write throughput because Feature Store accommodates your workloads as they ramp up and down. You can switch a feature group to on-demand only once in a 24 hour period. With provisioned throughput mode, you specify the read and write capacity per second that you expect your application to require, and you are billed based on those limits. Exceeding provisioned throughput will result in your requests being throttled.

Note: PROVISIONED throughput mode is supported only for feature groups that are offline-only, or use the Standard tier online store.

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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 persist data into the OfflineStore if an OfflineStoreConfig is provided.

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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 persist data into the OfflineStore if an OfflineStoreConfig is provided.

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

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

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

The status of the feature group.

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

The status of the feature group.

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

The status of the feature group.

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

The status of the OfflineStore. Notifies you if replicating data into the OfflineStore has failed. Returns either: Active or Blocked

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

The status of the OfflineStore. Notifies you if replicating data into the OfflineStore has failed. Returns either: Active or Blocked

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

The status of the OfflineStore. Notifies you if replicating data into the OfflineStore has failed. Returns either: Active or Blocked

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

A value indicating whether the update made to the feature group was successful.

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

A value indicating whether the update made to the feature group was successful.

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

A value indicating whether the update made to the feature group was successful.

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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 can occur because:

  • The FeatureGroup could not be created in the OfflineStore.

  • The FeatureGroup could not be deleted 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 can occur because:

  • The FeatureGroup could not be created in the OfflineStore.

  • The FeatureGroup could not be deleted 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 can occur because:

  • The FeatureGroup could not be created in the OfflineStore.

  • The FeatureGroup could not be deleted from the OfflineStore.

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

A free form description of the feature group.

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

A free form description of the feature group.

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

A free form description of the feature group.

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

A token to resume pagination of the list of Features (FeatureDefinitions).

This field is required.
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pub fn set_next_token(self, input: Option<String>) -> Self

A token to resume pagination of the list of Features (FeatureDefinitions).

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

A token to resume pagination of the list of Features (FeatureDefinitions).

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pub fn online_store_total_size_bytes(self, input: i64) -> Self

The size of the OnlineStore in bytes.

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pub fn set_online_store_total_size_bytes(self, input: Option<i64>) -> Self

The size of the OnlineStore in bytes.

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pub fn get_online_store_total_size_bytes(&self) -> &Option<i64>

The size of the OnlineStore in bytes.

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pub fn build(self) -> DescribeFeatureGroupOutput

Consumes the builder and constructs a DescribeFeatureGroupOutput.

Trait Implementations§

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impl Clone for DescribeFeatureGroupOutputBuilder

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fn clone(&self) -> DescribeFeatureGroupOutputBuilder

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 DescribeFeatureGroupOutputBuilder

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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 DescribeFeatureGroupOutputBuilder

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fn default() -> DescribeFeatureGroupOutputBuilder

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

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fn eq(&self, other: &DescribeFeatureGroupOutputBuilder) -> 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 DescribeFeatureGroupOutputBuilder

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<T> WithSubscriber for T

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fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more
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fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more
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impl<T> ErasedDestructor for T
where T: 'static,