Struct aws_sdk_personalize::model::Solution
source · #[non_exhaustive]pub struct Solution { /* private fields */ }
Expand description
An object that provides information about a solution. A solution is a trained model that can be deployed as a campaign.
Implementations§
source§impl Solution
impl Solution
sourcepub fn solution_arn(&self) -> Option<&str>
pub fn solution_arn(&self) -> Option<&str>
The ARN of the solution.
sourcepub fn perform_hpo(&self) -> bool
pub fn perform_hpo(&self) -> bool
Whether to perform hyperparameter optimization (HPO) on the chosen recipe. The default is false
.
sourcepub fn perform_auto_ml(&self) -> bool
pub fn perform_auto_ml(&self) -> bool
When true, Amazon Personalize performs a search for the best USER_PERSONALIZATION recipe from the list specified in the solution configuration (recipeArn
must not be specified). When false (the default), Amazon Personalize uses recipeArn
for training.
sourcepub fn recipe_arn(&self) -> Option<&str>
pub fn recipe_arn(&self) -> Option<&str>
The ARN of the recipe used to create the solution.
sourcepub fn dataset_group_arn(&self) -> Option<&str>
pub fn dataset_group_arn(&self) -> Option<&str>
The Amazon Resource Name (ARN) of the dataset group that provides the training data.
sourcepub fn event_type(&self) -> Option<&str>
pub fn event_type(&self) -> Option<&str>
The event type (for example, 'click' or 'like') that is used for training the model. If no eventType
is provided, Amazon Personalize uses all interactions for training with equal weight regardless of type.
sourcepub fn solution_config(&self) -> Option<&SolutionConfig>
pub fn solution_config(&self) -> Option<&SolutionConfig>
Describes the configuration properties for the solution.
sourcepub fn auto_ml_result(&self) -> Option<&AutoMlResult>
pub fn auto_ml_result(&self) -> Option<&AutoMlResult>
When performAutoML
is true, specifies the best recipe found.
sourcepub fn status(&self) -> Option<&str>
pub fn status(&self) -> Option<&str>
The status of the solution.
A solution can be in one of the following states:
-
CREATE PENDING > CREATE IN_PROGRESS > ACTIVE -or- CREATE FAILED
-
DELETE PENDING > DELETE IN_PROGRESS
sourcepub fn creation_date_time(&self) -> Option<&DateTime>
pub fn creation_date_time(&self) -> Option<&DateTime>
The creation date and time (in Unix time) of the solution.
sourcepub fn last_updated_date_time(&self) -> Option<&DateTime>
pub fn last_updated_date_time(&self) -> Option<&DateTime>
The date and time (in Unix time) that the solution was last updated.
sourcepub fn latest_solution_version(&self) -> Option<&SolutionVersionSummary>
pub fn latest_solution_version(&self) -> Option<&SolutionVersionSummary>
Describes the latest version of the solution, including the status and the ARN.