NAME

Paws::Personalize::CreateSolution - Arguments for method CreateSolution on Paws::Personalize

DESCRIPTION

This class represents the parameters used for calling the method CreateSolution on the Amazon Personalize service. Use the attributes of this class as arguments to method CreateSolution.

You shouldn't make instances of this class. Each attribute should be used as a named argument in the call to CreateSolution.

SYNOPSIS

    my $personalize = Paws->service('Personalize');
    my $CreateSolutionResponse = $personalize->CreateSolution(
      DatasetGroupArn => 'MyArn',
      Name            => 'MyName',
      EventType       => 'MyEventType',    # OPTIONAL
      PerformAutoML   => 1,                # OPTIONAL
      PerformHPO      => 1,                # OPTIONAL
      RecipeArn       => 'MyArn',          # OPTIONAL
      SolutionConfig  => {
        AlgorithmHyperParameters => {
          'MyParameterName' =>
            'MyParameterValue',            # key: max: 256, value: max: 1000
        },    # max: 100; OPTIONAL
        AutoMLConfig => {
          MetricName => 'MyMetricName',    # max: 256; OPTIONAL
          RecipeList => [
            'MyArn', ...                   # max: 256
          ],    # max: 100; OPTIONAL
        },    # OPTIONAL
        EventValueThreshold => 'MyEventValueThreshold',    # max: 256; OPTIONAL
        FeatureTransformationParameters => {
          'MyParameterName' =>
            'MyParameterValue',    # key: max: 256, value: max: 1000
        },    # max: 100; OPTIONAL
        HpoConfig => {
          AlgorithmHyperParameterRanges => {
            CategoricalHyperParameterRanges => [
              {
                Name   => 'MyParameterName',    # max: 256
                Values => [
                  'MyCategoricalValue', ...     # max: 1000
                ],    # max: 100; OPTIONAL
              },
              ...
            ],    # max: 100; OPTIONAL
            ContinuousHyperParameterRanges => [
              {
                MaxValue => 1,                    # min: -1000000; OPTIONAL
                MinValue => 1,                    # min: -1000000; OPTIONAL
                Name     => 'MyParameterName',    # max: 256
              },
              ...
            ],    # max: 100; OPTIONAL
            IntegerHyperParameterRanges => [
              {
                MaxValue => 1,                    # max: 1000000; OPTIONAL
                MinValue => 1,                    # min: -1000000; OPTIONAL
                Name     => 'MyParameterName',    # max: 256
              },
              ...
            ],    # max: 100; OPTIONAL
          },    # OPTIONAL
          HpoObjective => {
            MetricName  => 'MyMetricName',          # max: 256; OPTIONAL
            MetricRegex => 'MyMetricRegex',         # max: 256; OPTIONAL
            Type        => 'MyHPOObjectiveType',    # max: 256; OPTIONAL
          },    # OPTIONAL
          HpoResourceConfig => {
            MaxNumberOfTrainingJobs => 'MyHPOResource',    # max: 256; OPTIONAL
            MaxParallelTrainingJobs => 'MyHPOResource',    # max: 256; OPTIONAL
          },    # OPTIONAL
        },    # OPTIONAL
        OptimizationObjective => {
          ItemAttribute => 'MyItemAttribute',    # min: 1, max: 150; OPTIONAL
          ObjectiveSensitivity =>
            'LOW',    # values: LOW, MEDIUM, HIGH, OFF; OPTIONAL
        },    # OPTIONAL
      },    # OPTIONAL
    );
    # Results:
    my $SolutionArn = $CreateSolutionResponse->SolutionArn;
    # Returns a L<Paws::Personalize::CreateSolutionResponse> object.

Values for attributes that are native types (Int, String, Float, etc) can passed as-is (scalar values). Values for complex Types (objects) can be passed as a HashRef. The keys and values of the hashref will be used to instance the underlying object. For the AWS API documentation, see <https://docs.aws.amazon.com/goto/WebAPI/personalize/CreateSolution>

ATTRIBUTES

SEE ALSO

This class forms part of Paws, documenting arguments for method CreateSolution 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>