Struct aws_sdk_personalize::model::solution_version::Builder

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

A builder for SolutionVersion

Implementations

impl Builder

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

The ARN of the solution version.

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

The ARN of the solution version.

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

The ARN of the solution.

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

The ARN of the solution.

pub fn perform_hpo(self, input: bool) -> Self

Whether to perform hyperparameter optimization (HPO) on the chosen recipe. The default is false.

pub fn set_perform_hpo(self, input: Option<bool>) -> Self

Whether to perform hyperparameter optimization (HPO) on the chosen recipe. The default is false.

pub fn perform_auto_ml(self, input: bool) -> Self

When true, Amazon Personalize searches for the most optimal recipe according to the solution configuration. When false (the default), Amazon Personalize uses recipeArn.

pub fn set_perform_auto_ml(self, input: Option<bool>) -> Self

When true, Amazon Personalize searches for the most optimal recipe according to the solution configuration. When false (the default), Amazon Personalize uses recipeArn.

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

The ARN of the recipe used in the solution.

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

The ARN of the recipe used in the solution.

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

The event type (for example, 'click' or 'like') that is used for training the model.

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

The event type (for example, 'click' or 'like') that is used for training the model.

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

The Amazon Resource Name (ARN) of the dataset group providing the training data.

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

The Amazon Resource Name (ARN) of the dataset group providing the training data.

pub fn solution_config(self, input: SolutionConfig) -> Self

Describes the configuration properties for the solution.

pub fn set_solution_config(self, input: Option<SolutionConfig>) -> Self

Describes the configuration properties for the solution.

pub fn training_hours(self, input: f64) -> Self

The time used to train the model. You are billed for the time it takes to train a model. This field is visible only after Amazon Personalize successfully trains a model.

pub fn set_training_hours(self, input: Option<f64>) -> Self

The time used to train the model. You are billed for the time it takes to train a model. This field is visible only after Amazon Personalize successfully trains a model.

pub fn training_mode(self, input: TrainingMode) -> Self

The scope of training to be performed when creating the solution version. The FULL option trains the solution version based on the entirety of the input solution's training data, while the UPDATE option processes only the data that has changed in comparison to the input solution. Choose UPDATE when you want to incrementally update your solution version instead of creating an entirely new one.

The UPDATE option can only be used when you already have an active solution version created from the input solution using the FULL option and the input solution was trained with the User-Personalization recipe or the HRNN-Coldstart recipe.

pub fn set_training_mode(self, input: Option<TrainingMode>) -> Self

The scope of training to be performed when creating the solution version. The FULL option trains the solution version based on the entirety of the input solution's training data, while the UPDATE option processes only the data that has changed in comparison to the input solution. Choose UPDATE when you want to incrementally update your solution version instead of creating an entirely new one.

The UPDATE option can only be used when you already have an active solution version created from the input solution using the FULL option and the input solution was trained with the User-Personalization recipe or the HRNN-Coldstart recipe.

pub fn tuned_hpo_params(self, input: TunedHpoParams) -> Self

If hyperparameter optimization was performed, contains the hyperparameter values of the best performing model.

pub fn set_tuned_hpo_params(self, input: Option<TunedHpoParams>) -> Self

If hyperparameter optimization was performed, contains the hyperparameter values of the best performing model.

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

The status of the solution version.

A solution version can be in one of the following states:

• CREATE PENDING

• CREATE IN_PROGRESS

• ACTIVE

• CREATE FAILED

• CREATE STOPPING

• CREATE STOPPED

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

The status of the solution version.

A solution version can be in one of the following states:

• CREATE PENDING

• CREATE IN_PROGRESS

• ACTIVE

• CREATE FAILED

• CREATE STOPPING

• CREATE STOPPED

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

If training a solution version fails, the reason for the failure.

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

If training a solution version fails, the reason for the failure.

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

The date and time (in Unix time) that this version of the solution was created.

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

The date and time (in Unix time) that this version of the solution was created.

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

The date and time (in Unix time) that the solution was last updated.

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

The date and time (in Unix time) that the solution was last updated.

pub fn build(self) -> SolutionVersion

Consumes the builder and constructs a SolutionVersion

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