
# Generated by default/object.tt
package Paws::Personalize::SolutionVersion;
  use Moose;
  has CreationDateTime => (is => 'ro', isa => 'Str', request_name => 'creationDateTime', traits => ['NameInRequest']);
  has DatasetGroupArn => (is => 'ro', isa => 'Str', request_name => 'datasetGroupArn', traits => ['NameInRequest']);
  has EventType => (is => 'ro', isa => 'Str', request_name => 'eventType', traits => ['NameInRequest']);
  has FailureReason => (is => 'ro', isa => 'Str', request_name => 'failureReason', traits => ['NameInRequest']);
  has LastUpdatedDateTime => (is => 'ro', isa => 'Str', request_name => 'lastUpdatedDateTime', traits => ['NameInRequest']);
  has PerformAutoML => (is => 'ro', isa => 'Bool', request_name => 'performAutoML', traits => ['NameInRequest']);
  has PerformHPO => (is => 'ro', isa => 'Bool', request_name => 'performHPO', traits => ['NameInRequest']);
  has RecipeArn => (is => 'ro', isa => 'Str', request_name => 'recipeArn', traits => ['NameInRequest']);
  has SolutionArn => (is => 'ro', isa => 'Str', request_name => 'solutionArn', traits => ['NameInRequest']);
  has SolutionConfig => (is => 'ro', isa => 'Paws::Personalize::SolutionConfig', request_name => 'solutionConfig', traits => ['NameInRequest']);
  has SolutionVersionArn => (is => 'ro', isa => 'Str', request_name => 'solutionVersionArn', traits => ['NameInRequest']);
  has Status => (is => 'ro', isa => 'Str', request_name => 'status', traits => ['NameInRequest']);
  has TrainingHours => (is => 'ro', isa => 'Num', request_name => 'trainingHours', traits => ['NameInRequest']);
  has TrainingMode => (is => 'ro', isa => 'Str', request_name => 'trainingMode', traits => ['NameInRequest']);
  has TunedHPOParams => (is => 'ro', isa => 'Paws::Personalize::TunedHPOParams', request_name => 'tunedHPOParams', traits => ['NameInRequest']);

1;

### main pod documentation begin ###

=head1 NAME

Paws::Personalize::SolutionVersion

=head1 USAGE

This class represents one of two things:

=head3 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, ..., TunedHPOParams => $value  });

=head3 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->CreationDateTime

=head1 DESCRIPTION

An object that provides information about a specific version of a
Solution.

=head1 ATTRIBUTES


=head2 CreationDateTime => Str

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


=head2 DatasetGroupArn => Str

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


=head2 EventType => Str

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


=head2 FailureReason => Str

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


=head2 LastUpdatedDateTime => Str

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


=head2 PerformAutoML => Bool

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


=head2 PerformHPO => Bool

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


=head2 RecipeArn => Str

The ARN of the recipe used in the solution.


=head2 SolutionArn => Str

The ARN of the solution.


=head2 SolutionConfig => L<Paws::Personalize::SolutionConfig>

Describes the configuration properties for the solution.


=head2 SolutionVersionArn => Str

The ARN of the solution version.


=head2 Status => Str

The status of the solution version.

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

=over

=item *

CREATE PENDING

=item *

CREATE IN_PROGRESS

=item *

ACTIVE

=item *

CREATE FAILED

=item *

CREATE STOPPING

=item *

CREATE STOPPED

=back


=head2 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.


=head2 TrainingMode => Str

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

The C<UPDATE> option can only be used when you already have an active
solution version created from the input solution using the C<FULL>
option and the input solution was trained with the User-Personalization
(https://docs.aws.amazon.com/personalize/latest/dg/native-recipe-new-item-USER_PERSONALIZATION.html)
recipe or the HRNN-Coldstart
(https://docs.aws.amazon.com/personalize/latest/dg/native-recipe-hrnn-coldstart.html)
recipe.


=head2 TunedHPOParams => L<Paws::Personalize::TunedHPOParams>

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


=head1 SEE ALSO

This class forms part of L<Paws>, describing an object used in L<Paws::Personalize>

=head1 BUGS and CONTRIBUTIONS

The source code is located here: L<https://github.com/pplu/aws-sdk-perl>

Please report bugs to: L<https://github.com/pplu/aws-sdk-perl/issues>

=cut