Class: AWSCDK::Personalize::CfnSolution::SolutionConfigProperty

Inherits:
Jsii::Struct
  • Object
show all
Defined in:
personalize/cfn_solution.rb

Overview

Describes the configuration properties for the solution.

See Also:

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(algorithm_hyper_parameters: nil, auto_ml_config: nil, event_value_threshold: nil, feature_transformation_parameters: nil, hpo_config: nil) ⇒ SolutionConfigProperty

Returns a new instance of SolutionConfigProperty.

Parameters:

  • algorithm_hyper_parameters (AWSCDK::IResolvable, Hash{String => String}, nil) (defaults to: nil) —

    Lists the algorithm hyperparameters and their values.

  • auto_ml_config (Object, nil) (defaults to: nil) —

    The AutoMLConfig object containing a list of recipes to search when AutoML is performed.

  • event_value_threshold (String, nil) (defaults to: nil) —

    Only events with a value greater than or equal to this threshold are used for training a model.

  • feature_transformation_parameters (AWSCDK::IResolvable, Hash{String => String}, nil) (defaults to: nil) —

    Lists the feature transformation parameters.

  • hpo_config (Object, nil) (defaults to: nil) —

    Describes the properties for hyperparameter optimization (HPO).



1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
 
# File 'personalize/cfn_solution.rb', line 1002

def initialize(algorithm_hyper_parameters: nil, auto_ml_config: nil, event_value_threshold: nil, feature_transformation_parameters: nil, hpo_config: nil)
  @algorithm_hyper_parameters = algorithm_hyper_parameters
  Jsii::Type.check_type(@algorithm_hyper_parameters, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImNvbGxlY3Rpb24iOnsiZWxlbWVudHR5cGUiOnsicHJpbWl0aXZlIjoic3RyaW5nIn0sImtpbmQiOiJtYXAifX1dfX0=")), "algorithmHyperParameters") unless @algorithm_hyper_parameters.nil?
  @auto_ml_config = auto_ml_config
  Jsii::Type.check_type(@auto_ml_config, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJhbnkifQ==")), "autoMlConfig") unless @auto_ml_config.nil?
  @event_value_threshold = event_value_threshold
  Jsii::Type.check_type(@event_value_threshold, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "eventValueThreshold") unless @event_value_threshold.nil?
  @feature_transformation_parameters = feature_transformation_parameters
  Jsii::Type.check_type(@feature_transformation_parameters, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImNvbGxlY3Rpb24iOnsiZWxlbWVudHR5cGUiOnsicHJpbWl0aXZlIjoic3RyaW5nIn0sImtpbmQiOiJtYXAifX1dfX0=")), "featureTransformationParameters") unless @feature_transformation_parameters.nil?
  @hpo_config = hpo_config
  Jsii::Type.check_type(@hpo_config, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJhbnkifQ==")), "hpoConfig") unless @hpo_config.nil?
end

Instance Attribute Details

#algorithm_hyper_parameters ⇒ AWSCDK::IResolvable, ... (readonly)

Lists the algorithm hyperparameters and their values.

Returns:

See Also:



1019
1020
1021
 
# File 'personalize/cfn_solution.rb', line 1019

def algorithm_hyper_parameters
  @algorithm_hyper_parameters
end

#auto_ml_config ⇒ Object? (readonly)

The AutoMLConfig object containing a list of recipes to search when AutoML is performed.

Returns:

  • (Object, nil)

See Also:



1024
1025
1026
 
# File 'personalize/cfn_solution.rb', line 1024

def auto_ml_config
  @auto_ml_config
end

#event_value_threshold ⇒ String? (readonly)

Only events with a value greater than or equal to this threshold are used for training a model.

Returns:

  • (String, nil)

See Also:



1029
1030
1031
 
# File 'personalize/cfn_solution.rb', line 1029

def event_value_threshold
  @event_value_threshold
end

#feature_transformation_parameters ⇒ AWSCDK::IResolvable, ... (readonly)

Lists the feature transformation parameters.

Returns:

See Also:



1034
1035
1036
 
# File 'personalize/cfn_solution.rb', line 1034

def feature_transformation_parameters
  @feature_transformation_parameters
end

#hpo_config ⇒ Object? (readonly)

Describes the properties for hyperparameter optimization (HPO).

Returns:

  • (Object, nil)

See Also:



1039
1040
1041
 
# File 'personalize/cfn_solution.rb', line 1039

def hpo_config
  @hpo_config
end

Class Method Details

.jsii_properties ⇒ Object 



1041
1042
1043
1044
1045
1046
1047
1048
1049
 
# File 'personalize/cfn_solution.rb', line 1041

def self.jsii_properties
  {
    :algorithm_hyper_parameters => "algorithmHyperParameters",
    :auto_ml_config => "autoMlConfig",
    :event_value_threshold => "eventValueThreshold",
    :feature_transformation_parameters => "featureTransformationParameters",
    :hpo_config => "hpoConfig",
  }
end

Instance Method Details

#to_jsii ⇒ Object 



1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
 
# File 'personalize/cfn_solution.rb', line 1051

def to_jsii
  result = {}
  result.merge!({
    "algorithmHyperParameters" => @algorithm_hyper_parameters,
    "autoMlConfig" => @auto_ml_config,
    "eventValueThreshold" => @event_value_threshold,
    "featureTransformationParameters" => @feature_transformation_parameters,
    "hpoConfig" => @hpo_config,
  })
  result.compact
end