aws_sdk_sagemaker/operation/create_feature_group/

builders.rs

// Code generated by software.amazon.smithy.rust.codegen.smithy-rs. DO NOT EDIT.
pub use crate::operation::create_feature_group::_create_feature_group_output::CreateFeatureGroupOutputBuilder;

pub use crate::operation::create_feature_group::_create_feature_group_input::CreateFeatureGroupInputBuilder;

impl crate::operation::create_feature_group::builders::CreateFeatureGroupInputBuilder {
    /// Sends a request with this input using the given client.
    pub async fn send_with(
        self,
        client: &crate::Client,
    ) -> ::std::result::Result<
        crate::operation::create_feature_group::CreateFeatureGroupOutput,
        ::aws_smithy_runtime_api::client::result::SdkError<
            crate::operation::create_feature_group::CreateFeatureGroupError,
            ::aws_smithy_runtime_api::client::orchestrator::HttpResponse,
        >,
    > {
        let mut fluent_builder = client.create_feature_group();
        fluent_builder.inner = self;
        fluent_builder.send().await
    }
}
/// Fluent builder constructing a request to `CreateFeatureGroup`.
///
/// <p>Create a new <code>FeatureGroup</code>. A <code>FeatureGroup</code> is a group of <code>Features</code> defined in the <code>FeatureStore</code> to describe a <code>Record</code>.</p>
/// <p>The <code>FeatureGroup</code> defines the schema and features contained in the <code>FeatureGroup</code>. A <code>FeatureGroup</code> definition is composed of a list of <code>Features</code>, a <code>RecordIdentifierFeatureName</code>, an <code>EventTimeFeatureName</code> and configurations for its <code>OnlineStore</code> and <code>OfflineStore</code>. Check <a href="https://docs.aws.amazon.com/general/latest/gr/aws_service_limits.html">Amazon Web Services service quotas</a> to see the <code>FeatureGroup</code>s quota for your Amazon Web Services account.</p>
/// <p>Note that it can take approximately 10-15 minutes to provision an <code>OnlineStore</code> <code>FeatureGroup</code> with the <code>InMemory</code> <code>StorageType</code>.</p><important>
/// <p>You must include at least one of <code>OnlineStoreConfig</code> and <code>OfflineStoreConfig</code> to create a <code>FeatureGroup</code>.</p>
/// </important>
#[derive(::std::clone::Clone, ::std::fmt::Debug)]
pub struct CreateFeatureGroupFluentBuilder {
    handle: ::std::sync::Arc<crate::client::Handle>,
    inner: crate::operation::create_feature_group::builders::CreateFeatureGroupInputBuilder,
    config_override: ::std::option::Option<crate::config::Builder>,
}
impl
    crate::client::customize::internal::CustomizableSend<
        crate::operation::create_feature_group::CreateFeatureGroupOutput,
        crate::operation::create_feature_group::CreateFeatureGroupError,
    > for CreateFeatureGroupFluentBuilder
{
    fn send(
        self,
        config_override: crate::config::Builder,
    ) -> crate::client::customize::internal::BoxFuture<
        crate::client::customize::internal::SendResult<
            crate::operation::create_feature_group::CreateFeatureGroupOutput,
            crate::operation::create_feature_group::CreateFeatureGroupError,
        >,
    > {
        ::std::boxed::Box::pin(async move { self.config_override(config_override).send().await })
    }
}
impl CreateFeatureGroupFluentBuilder {
    /// Creates a new `CreateFeatureGroupFluentBuilder`.
    pub(crate) fn new(handle: ::std::sync::Arc<crate::client::Handle>) -> Self {
        Self {
            handle,
            inner: ::std::default::Default::default(),
            config_override: ::std::option::Option::None,
        }
    }
    /// Access the CreateFeatureGroup as a reference.
    pub fn as_input(&self) -> &crate::operation::create_feature_group::builders::CreateFeatureGroupInputBuilder {
        &self.inner
    }
    /// Sends the request and returns the response.
    ///
    /// If an error occurs, an `SdkError` will be returned with additional details that
    /// can be matched against.
    ///
    /// By default, any retryable failures will be retried twice. Retry behavior
    /// is configurable with the [RetryConfig](aws_smithy_types::retry::RetryConfig), which can be
    /// set when configuring the client.
    pub async fn send(
        self,
    ) -> ::std::result::Result<
        crate::operation::create_feature_group::CreateFeatureGroupOutput,
        ::aws_smithy_runtime_api::client::result::SdkError<
            crate::operation::create_feature_group::CreateFeatureGroupError,
            ::aws_smithy_runtime_api::client::orchestrator::HttpResponse,
        >,
    > {
        let input = self
            .inner
            .build()
            .map_err(::aws_smithy_runtime_api::client::result::SdkError::construction_failure)?;
        let runtime_plugins = crate::operation::create_feature_group::CreateFeatureGroup::operation_runtime_plugins(
            self.handle.runtime_plugins.clone(),
            &self.handle.conf,
            self.config_override,
        );
        crate::operation::create_feature_group::CreateFeatureGroup::orchestrate(&runtime_plugins, input).await
    }

    /// Consumes this builder, creating a customizable operation that can be modified before being sent.
    pub fn customize(
        self,
    ) -> crate::client::customize::CustomizableOperation<
        crate::operation::create_feature_group::CreateFeatureGroupOutput,
        crate::operation::create_feature_group::CreateFeatureGroupError,
        Self,
    > {
        crate::client::customize::CustomizableOperation::new(self)
    }
    pub(crate) fn config_override(mut self, config_override: impl ::std::convert::Into<crate::config::Builder>) -> Self {
        self.set_config_override(::std::option::Option::Some(config_override.into()));
        self
    }

    pub(crate) fn set_config_override(&mut self, config_override: ::std::option::Option<crate::config::Builder>) -> &mut Self {
        self.config_override = config_override;
        self
    }
    /// <p>The name of the <code>FeatureGroup</code>. The name must be unique within an Amazon Web Services Region in an Amazon Web Services account.</p>
    /// <p>The name:</p>
    /// <ul>
    /// <li>
    /// <p>Must start with an alphanumeric character.</p></li>
    /// <li>
    /// <p>Can only include alphanumeric characters, underscores, and hyphens. Spaces are not allowed.</p></li>
    /// </ul>
    pub fn feature_group_name(mut self, input: impl ::std::convert::Into<::std::string::String>) -> Self {
        self.inner = self.inner.feature_group_name(input.into());
        self
    }
    /// <p>The name of the <code>FeatureGroup</code>. The name must be unique within an Amazon Web Services Region in an Amazon Web Services account.</p>
    /// <p>The name:</p>
    /// <ul>
    /// <li>
    /// <p>Must start with an alphanumeric character.</p></li>
    /// <li>
    /// <p>Can only include alphanumeric characters, underscores, and hyphens. Spaces are not allowed.</p></li>
    /// </ul>
    pub fn set_feature_group_name(mut self, input: ::std::option::Option<::std::string::String>) -> Self {
        self.inner = self.inner.set_feature_group_name(input);
        self
    }
    /// <p>The name of the <code>FeatureGroup</code>. The name must be unique within an Amazon Web Services Region in an Amazon Web Services account.</p>
    /// <p>The name:</p>
    /// <ul>
    /// <li>
    /// <p>Must start with an alphanumeric character.</p></li>
    /// <li>
    /// <p>Can only include alphanumeric characters, underscores, and hyphens. Spaces are not allowed.</p></li>
    /// </ul>
    pub fn get_feature_group_name(&self) -> &::std::option::Option<::std::string::String> {
        self.inner.get_feature_group_name()
    }
    /// <p>The name of the <code>Feature</code> whose value uniquely identifies a <code>Record</code> defined in the <code>FeatureStore</code>. Only the latest record per identifier value will be stored in the <code>OnlineStore</code>. <code>RecordIdentifierFeatureName</code> must be one of feature definitions' names.</p>
    /// <p>You use the <code>RecordIdentifierFeatureName</code> to access data in a <code>FeatureStore</code>.</p>
    /// <p>This name:</p>
    /// <ul>
    /// <li>
    /// <p>Must start with an alphanumeric character.</p></li>
    /// <li>
    /// <p>Can only contains alphanumeric characters, hyphens, underscores. Spaces are not allowed.</p></li>
    /// </ul>
    pub fn record_identifier_feature_name(mut self, input: impl ::std::convert::Into<::std::string::String>) -> Self {
        self.inner = self.inner.record_identifier_feature_name(input.into());
        self
    }
    /// <p>The name of the <code>Feature</code> whose value uniquely identifies a <code>Record</code> defined in the <code>FeatureStore</code>. Only the latest record per identifier value will be stored in the <code>OnlineStore</code>. <code>RecordIdentifierFeatureName</code> must be one of feature definitions' names.</p>
    /// <p>You use the <code>RecordIdentifierFeatureName</code> to access data in a <code>FeatureStore</code>.</p>
    /// <p>This name:</p>
    /// <ul>
    /// <li>
    /// <p>Must start with an alphanumeric character.</p></li>
    /// <li>
    /// <p>Can only contains alphanumeric characters, hyphens, underscores. Spaces are not allowed.</p></li>
    /// </ul>
    pub fn set_record_identifier_feature_name(mut self, input: ::std::option::Option<::std::string::String>) -> Self {
        self.inner = self.inner.set_record_identifier_feature_name(input);
        self
    }
    /// <p>The name of the <code>Feature</code> whose value uniquely identifies a <code>Record</code> defined in the <code>FeatureStore</code>. Only the latest record per identifier value will be stored in the <code>OnlineStore</code>. <code>RecordIdentifierFeatureName</code> must be one of feature definitions' names.</p>
    /// <p>You use the <code>RecordIdentifierFeatureName</code> to access data in a <code>FeatureStore</code>.</p>
    /// <p>This name:</p>
    /// <ul>
    /// <li>
    /// <p>Must start with an alphanumeric character.</p></li>
    /// <li>
    /// <p>Can only contains alphanumeric characters, hyphens, underscores. Spaces are not allowed.</p></li>
    /// </ul>
    pub fn get_record_identifier_feature_name(&self) -> &::std::option::Option<::std::string::String> {
        self.inner.get_record_identifier_feature_name()
    }
    /// <p>The name of the feature that stores the <code>EventTime</code> of a <code>Record</code> in a <code>FeatureGroup</code>.</p>
    /// <p>An <code>EventTime</code> is a point in time when a new event occurs that corresponds to the creation or update of a <code>Record</code> in a <code>FeatureGroup</code>. All <code>Records</code> in the <code>FeatureGroup</code> must have a corresponding <code>EventTime</code>.</p>
    /// <p>An <code>EventTime</code> can be a <code>String</code> or <code>Fractional</code>.</p>
    /// <ul>
    /// <li>
    /// <p><code>Fractional</code>: <code>EventTime</code> feature values must be a Unix timestamp in seconds.</p></li>
    /// <li>
    /// <p><code>String</code>: <code>EventTime</code> feature values must be an ISO-8601 string in the format. The following formats are supported <code>yyyy-MM-dd'T'HH:mm:ssZ</code> and <code>yyyy-MM-dd'T'HH:mm:ss.SSSZ</code> where <code>yyyy</code>, <code>MM</code>, and <code>dd</code> represent the year, month, and day respectively and <code>HH</code>, <code>mm</code>, <code>ss</code>, and if applicable, <code>SSS</code> represent the hour, month, second and milliseconds respsectively. <code>'T'</code> and <code>Z</code> are constants.</p></li>
    /// </ul>
    pub fn event_time_feature_name(mut self, input: impl ::std::convert::Into<::std::string::String>) -> Self {
        self.inner = self.inner.event_time_feature_name(input.into());
        self
    }
    /// <p>The name of the feature that stores the <code>EventTime</code> of a <code>Record</code> in a <code>FeatureGroup</code>.</p>
    /// <p>An <code>EventTime</code> is a point in time when a new event occurs that corresponds to the creation or update of a <code>Record</code> in a <code>FeatureGroup</code>. All <code>Records</code> in the <code>FeatureGroup</code> must have a corresponding <code>EventTime</code>.</p>
    /// <p>An <code>EventTime</code> can be a <code>String</code> or <code>Fractional</code>.</p>
    /// <ul>
    /// <li>
    /// <p><code>Fractional</code>: <code>EventTime</code> feature values must be a Unix timestamp in seconds.</p></li>
    /// <li>
    /// <p><code>String</code>: <code>EventTime</code> feature values must be an ISO-8601 string in the format. The following formats are supported <code>yyyy-MM-dd'T'HH:mm:ssZ</code> and <code>yyyy-MM-dd'T'HH:mm:ss.SSSZ</code> where <code>yyyy</code>, <code>MM</code>, and <code>dd</code> represent the year, month, and day respectively and <code>HH</code>, <code>mm</code>, <code>ss</code>, and if applicable, <code>SSS</code> represent the hour, month, second and milliseconds respsectively. <code>'T'</code> and <code>Z</code> are constants.</p></li>
    /// </ul>
    pub fn set_event_time_feature_name(mut self, input: ::std::option::Option<::std::string::String>) -> Self {
        self.inner = self.inner.set_event_time_feature_name(input);
        self
    }
    /// <p>The name of the feature that stores the <code>EventTime</code> of a <code>Record</code> in a <code>FeatureGroup</code>.</p>
    /// <p>An <code>EventTime</code> is a point in time when a new event occurs that corresponds to the creation or update of a <code>Record</code> in a <code>FeatureGroup</code>. All <code>Records</code> in the <code>FeatureGroup</code> must have a corresponding <code>EventTime</code>.</p>
    /// <p>An <code>EventTime</code> can be a <code>String</code> or <code>Fractional</code>.</p>
    /// <ul>
    /// <li>
    /// <p><code>Fractional</code>: <code>EventTime</code> feature values must be a Unix timestamp in seconds.</p></li>
    /// <li>
    /// <p><code>String</code>: <code>EventTime</code> feature values must be an ISO-8601 string in the format. The following formats are supported <code>yyyy-MM-dd'T'HH:mm:ssZ</code> and <code>yyyy-MM-dd'T'HH:mm:ss.SSSZ</code> where <code>yyyy</code>, <code>MM</code>, and <code>dd</code> represent the year, month, and day respectively and <code>HH</code>, <code>mm</code>, <code>ss</code>, and if applicable, <code>SSS</code> represent the hour, month, second and milliseconds respsectively. <code>'T'</code> and <code>Z</code> are constants.</p></li>
    /// </ul>
    pub fn get_event_time_feature_name(&self) -> &::std::option::Option<::std::string::String> {
        self.inner.get_event_time_feature_name()
    }
    ///
    /// Appends an item to `FeatureDefinitions`.
    ///
    /// To override the contents of this collection use [`set_feature_definitions`](Self::set_feature_definitions).
    ///
    /// <p>A list of <code>Feature</code> names and types. <code>Name</code> and <code>Type</code> is compulsory per <code>Feature</code>.</p>
    /// <p>Valid feature <code>FeatureType</code>s are <code>Integral</code>, <code>Fractional</code> and <code>String</code>.</p>
    /// <p><code>FeatureName</code>s cannot be any of the following: <code>is_deleted</code>, <code>write_time</code>, <code>api_invocation_time</code></p>
    /// <p>You can create up to 2,500 <code>FeatureDefinition</code>s per <code>FeatureGroup</code>.</p>
    pub fn feature_definitions(mut self, input: crate::types::FeatureDefinition) -> Self {
        self.inner = self.inner.feature_definitions(input);
        self
    }
    /// <p>A list of <code>Feature</code> names and types. <code>Name</code> and <code>Type</code> is compulsory per <code>Feature</code>.</p>
    /// <p>Valid feature <code>FeatureType</code>s are <code>Integral</code>, <code>Fractional</code> and <code>String</code>.</p>
    /// <p><code>FeatureName</code>s cannot be any of the following: <code>is_deleted</code>, <code>write_time</code>, <code>api_invocation_time</code></p>
    /// <p>You can create up to 2,500 <code>FeatureDefinition</code>s per <code>FeatureGroup</code>.</p>
    pub fn set_feature_definitions(mut self, input: ::std::option::Option<::std::vec::Vec<crate::types::FeatureDefinition>>) -> Self {
        self.inner = self.inner.set_feature_definitions(input);
        self
    }
    /// <p>A list of <code>Feature</code> names and types. <code>Name</code> and <code>Type</code> is compulsory per <code>Feature</code>.</p>
    /// <p>Valid feature <code>FeatureType</code>s are <code>Integral</code>, <code>Fractional</code> and <code>String</code>.</p>
    /// <p><code>FeatureName</code>s cannot be any of the following: <code>is_deleted</code>, <code>write_time</code>, <code>api_invocation_time</code></p>
    /// <p>You can create up to 2,500 <code>FeatureDefinition</code>s per <code>FeatureGroup</code>.</p>
    pub fn get_feature_definitions(&self) -> &::std::option::Option<::std::vec::Vec<crate::types::FeatureDefinition>> {
        self.inner.get_feature_definitions()
    }
    /// <p>You can turn the <code>OnlineStore</code> on or off by specifying <code>True</code> for the <code>EnableOnlineStore</code> flag in <code>OnlineStoreConfig</code>.</p>
    /// <p>You can also include an Amazon Web Services KMS key ID (<code>KMSKeyId</code>) for at-rest encryption of the <code>OnlineStore</code>.</p>
    /// <p>The default value is <code>False</code>.</p>
    pub fn online_store_config(mut self, input: crate::types::OnlineStoreConfig) -> Self {
        self.inner = self.inner.online_store_config(input);
        self
    }
    /// <p>You can turn the <code>OnlineStore</code> on or off by specifying <code>True</code> for the <code>EnableOnlineStore</code> flag in <code>OnlineStoreConfig</code>.</p>
    /// <p>You can also include an Amazon Web Services KMS key ID (<code>KMSKeyId</code>) for at-rest encryption of the <code>OnlineStore</code>.</p>
    /// <p>The default value is <code>False</code>.</p>
    pub fn set_online_store_config(mut self, input: ::std::option::Option<crate::types::OnlineStoreConfig>) -> Self {
        self.inner = self.inner.set_online_store_config(input);
        self
    }
    /// <p>You can turn the <code>OnlineStore</code> on or off by specifying <code>True</code> for the <code>EnableOnlineStore</code> flag in <code>OnlineStoreConfig</code>.</p>
    /// <p>You can also include an Amazon Web Services KMS key ID (<code>KMSKeyId</code>) for at-rest encryption of the <code>OnlineStore</code>.</p>
    /// <p>The default value is <code>False</code>.</p>
    pub fn get_online_store_config(&self) -> &::std::option::Option<crate::types::OnlineStoreConfig> {
        self.inner.get_online_store_config()
    }
    /// <p>Use this to configure an <code>OfflineFeatureStore</code>. This parameter allows you to specify:</p>
    /// <ul>
    /// <li>
    /// <p>The Amazon Simple Storage Service (Amazon S3) location of an <code>OfflineStore</code>.</p></li>
    /// <li>
    /// <p>A configuration for an Amazon Web Services Glue or Amazon Web Services Hive data catalog.</p></li>
    /// <li>
    /// <p>An KMS encryption key to encrypt the Amazon S3 location used for <code>OfflineStore</code>. If KMS encryption key is not specified, by default we encrypt all data at rest using Amazon Web Services KMS key. By defining your <a href="https://docs.aws.amazon.com/AmazonS3/latest/userguide/bucket-key.html">bucket-level key</a> for SSE, you can reduce Amazon Web Services KMS requests costs by up to 99 percent.</p></li>
    /// <li>
    /// <p>Format for the offline store table. Supported formats are Glue (Default) and <a href="https://iceberg.apache.org/">Apache Iceberg</a>.</p></li>
    /// </ul>
    /// <p>To learn more about this parameter, see <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_OfflineStoreConfig.html">OfflineStoreConfig</a>.</p>
    pub fn offline_store_config(mut self, input: crate::types::OfflineStoreConfig) -> Self {
        self.inner = self.inner.offline_store_config(input);
        self
    }
    /// <p>Use this to configure an <code>OfflineFeatureStore</code>. This parameter allows you to specify:</p>
    /// <ul>
    /// <li>
    /// <p>The Amazon Simple Storage Service (Amazon S3) location of an <code>OfflineStore</code>.</p></li>
    /// <li>
    /// <p>A configuration for an Amazon Web Services Glue or Amazon Web Services Hive data catalog.</p></li>
    /// <li>
    /// <p>An KMS encryption key to encrypt the Amazon S3 location used for <code>OfflineStore</code>. If KMS encryption key is not specified, by default we encrypt all data at rest using Amazon Web Services KMS key. By defining your <a href="https://docs.aws.amazon.com/AmazonS3/latest/userguide/bucket-key.html">bucket-level key</a> for SSE, you can reduce Amazon Web Services KMS requests costs by up to 99 percent.</p></li>
    /// <li>
    /// <p>Format for the offline store table. Supported formats are Glue (Default) and <a href="https://iceberg.apache.org/">Apache Iceberg</a>.</p></li>
    /// </ul>
    /// <p>To learn more about this parameter, see <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_OfflineStoreConfig.html">OfflineStoreConfig</a>.</p>
    pub fn set_offline_store_config(mut self, input: ::std::option::Option<crate::types::OfflineStoreConfig>) -> Self {
        self.inner = self.inner.set_offline_store_config(input);
        self
    }
    /// <p>Use this to configure an <code>OfflineFeatureStore</code>. This parameter allows you to specify:</p>
    /// <ul>
    /// <li>
    /// <p>The Amazon Simple Storage Service (Amazon S3) location of an <code>OfflineStore</code>.</p></li>
    /// <li>
    /// <p>A configuration for an Amazon Web Services Glue or Amazon Web Services Hive data catalog.</p></li>
    /// <li>
    /// <p>An KMS encryption key to encrypt the Amazon S3 location used for <code>OfflineStore</code>. If KMS encryption key is not specified, by default we encrypt all data at rest using Amazon Web Services KMS key. By defining your <a href="https://docs.aws.amazon.com/AmazonS3/latest/userguide/bucket-key.html">bucket-level key</a> for SSE, you can reduce Amazon Web Services KMS requests costs by up to 99 percent.</p></li>
    /// <li>
    /// <p>Format for the offline store table. Supported formats are Glue (Default) and <a href="https://iceberg.apache.org/">Apache Iceberg</a>.</p></li>
    /// </ul>
    /// <p>To learn more about this parameter, see <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_OfflineStoreConfig.html">OfflineStoreConfig</a>.</p>
    pub fn get_offline_store_config(&self) -> &::std::option::Option<crate::types::OfflineStoreConfig> {
        self.inner.get_offline_store_config()
    }
    /// <p>Used to set feature group throughput configuration. There are two modes: <code>ON_DEMAND</code> and <code>PROVISIONED</code>. 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.</p>
    /// <p>Note: <code>PROVISIONED</code> throughput mode is supported only for feature groups that are offline-only, or use the <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_OnlineStoreConfig.html#sagemaker-Type-OnlineStoreConfig-StorageType"> <code>Standard</code> </a> tier online store.</p>
    pub fn throughput_config(mut self, input: crate::types::ThroughputConfig) -> Self {
        self.inner = self.inner.throughput_config(input);
        self
    }
    /// <p>Used to set feature group throughput configuration. There are two modes: <code>ON_DEMAND</code> and <code>PROVISIONED</code>. 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.</p>
    /// <p>Note: <code>PROVISIONED</code> throughput mode is supported only for feature groups that are offline-only, or use the <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_OnlineStoreConfig.html#sagemaker-Type-OnlineStoreConfig-StorageType"> <code>Standard</code> </a> tier online store.</p>
    pub fn set_throughput_config(mut self, input: ::std::option::Option<crate::types::ThroughputConfig>) -> Self {
        self.inner = self.inner.set_throughput_config(input);
        self
    }
    /// <p>Used to set feature group throughput configuration. There are two modes: <code>ON_DEMAND</code> and <code>PROVISIONED</code>. 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.</p>
    /// <p>Note: <code>PROVISIONED</code> throughput mode is supported only for feature groups that are offline-only, or use the <a href="https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_OnlineStoreConfig.html#sagemaker-Type-OnlineStoreConfig-StorageType"> <code>Standard</code> </a> tier online store.</p>
    pub fn get_throughput_config(&self) -> &::std::option::Option<crate::types::ThroughputConfig> {
        self.inner.get_throughput_config()
    }
    /// <p>The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the <code>OfflineStore</code> if an <code>OfflineStoreConfig</code> is provided.</p>
    pub fn role_arn(mut self, input: impl ::std::convert::Into<::std::string::String>) -> Self {
        self.inner = self.inner.role_arn(input.into());
        self
    }
    /// <p>The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the <code>OfflineStore</code> if an <code>OfflineStoreConfig</code> is provided.</p>
    pub fn set_role_arn(mut self, input: ::std::option::Option<::std::string::String>) -> Self {
        self.inner = self.inner.set_role_arn(input);
        self
    }
    /// <p>The Amazon Resource Name (ARN) of the IAM execution role used to persist data into the <code>OfflineStore</code> if an <code>OfflineStoreConfig</code> is provided.</p>
    pub fn get_role_arn(&self) -> &::std::option::Option<::std::string::String> {
        self.inner.get_role_arn()
    }
    /// <p>A free-form description of a <code>FeatureGroup</code>.</p>
    pub fn description(mut self, input: impl ::std::convert::Into<::std::string::String>) -> Self {
        self.inner = self.inner.description(input.into());
        self
    }
    /// <p>A free-form description of a <code>FeatureGroup</code>.</p>
    pub fn set_description(mut self, input: ::std::option::Option<::std::string::String>) -> Self {
        self.inner = self.inner.set_description(input);
        self
    }
    /// <p>A free-form description of a <code>FeatureGroup</code>.</p>
    pub fn get_description(&self) -> &::std::option::Option<::std::string::String> {
        self.inner.get_description()
    }
    ///
    /// Appends an item to `Tags`.
    ///
    /// To override the contents of this collection use [`set_tags`](Self::set_tags).
    ///
    /// <p>Tags used to identify <code>Features</code> in each <code>FeatureGroup</code>.</p>
    pub fn tags(mut self, input: crate::types::Tag) -> Self {
        self.inner = self.inner.tags(input);
        self
    }
    /// <p>Tags used to identify <code>Features</code> in each <code>FeatureGroup</code>.</p>
    pub fn set_tags(mut self, input: ::std::option::Option<::std::vec::Vec<crate::types::Tag>>) -> Self {
        self.inner = self.inner.set_tags(input);
        self
    }
    /// <p>Tags used to identify <code>Features</code> in each <code>FeatureGroup</code>.</p>
    pub fn get_tags(&self) -> &::std::option::Option<::std::vec::Vec<crate::types::Tag>> {
        self.inner.get_tags()
    }
}