NAME
Paws::Personalize::SolutionVersion
USAGE
This class represents one of two things:
Arguments in a call to a service
Use the attributes of this class as arguments to methods. You shouldn't make instances of this class. Each attribute should be used as a named argument in the calls that expect this type of object.
As an example, if Att1 is expected to be a Paws::Personalize::SolutionVersion object:
$service_obj->Method(Att1 => { CreationDateTime => $value, ..., TrainingMode => $value });Results returned from an API call
Use accessors for each attribute. If Att1 is expected to be an Paws::Personalize::SolutionVersion object:
$result = $service_obj->Method(...);
$result->Att1->CreationDateTimeDESCRIPTION
An object that provides information about a specific version of a Solution.
ATTRIBUTES
CreationDateTime => Str
The date and time (in Unix time) that this version of the solution was created.
DatasetGroupArn => Str
The Amazon Resource Name (ARN) of the dataset group providing the training data.
EventType => Str
The event type (for example, 'click' or 'like') that is used for training the model.
FailureReason => Str
If training a solution version fails, the reason for the failure.
LastUpdatedDateTime => Str
The date and time (in Unix time) that the solution was last updated.
PerformAutoML => Bool
When true, Amazon Personalize searches for the most optimal recipe according to the solution configuration. When false (the default), Amazon Personalize uses recipeArn.
PerformHPO => Bool
Whether to perform hyperparameter optimization (HPO) on the chosen recipe. The default is false.
RecipeArn => Str
The ARN of the recipe used in the solution.
SolutionArn => Str
The ARN of the solution.
SolutionConfig => Paws::Personalize::SolutionConfig
Describes the configuration properties for the solution.
SolutionVersionArn => Str
The ARN of the solution version.
Status => Str
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
TrainingHours => Num
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.
TrainingMode => Str
The scope of training used to create 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 training data that has changed since the creation of the last solution version. Choose UPDATE when you want to start recommending items added to the dataset without retraining the model.
The UPDATE option can only be used after you've created a solution version with the FULL option and the training solution uses the native-recipe-hrnn-coldstart.
SEE ALSO
This class forms part of Paws, describing an object used in Paws::Personalize
BUGS and CONTRIBUTIONS
The source code is located here: https://github.com/pplu/aws-sdk-perl
Please report bugs to: https://github.com/pplu/aws-sdk-perl/issues