Class: AWSCDK::Sagemaker::CfnModelPackage::DriftCheckBiasProperty

Inherits:
Jsii::Struct
  • Object
show all
Defined in:
sagemaker/cfn_model_package.rb

Overview

Represents the drift check bias baselines that can be used when the model monitor is set using the model package.

See Also:

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(config_file: nil, post_training_constraints: nil, pre_training_constraints: nil) ⇒ DriftCheckBiasProperty

Returns a new instance of DriftCheckBiasProperty.

Parameters:



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# File 'sagemaker/cfn_model_package.rb', line 1153

def initialize(config_file: nil, post_training_constraints: nil, pre_training_constraints: nil)
  @config_file = config_file.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnModelPackage::FileSourceProperty.new(**config_file.transform_keys(&:to_sym)) : config_file
  Jsii::Type.check_type(@config_file, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9kZWxQYWNrYWdlLkZpbGVTb3VyY2VQcm9wZXJ0eSJ9XX19")), "configFile") unless @config_file.nil?
  @post_training_constraints = post_training_constraints.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnModelPackage::MetricsSourceProperty.new(**post_training_constraints.transform_keys(&:to_sym)) : post_training_constraints
  Jsii::Type.check_type(@post_training_constraints, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9kZWxQYWNrYWdlLk1ldHJpY3NTb3VyY2VQcm9wZXJ0eSJ9XX19")), "postTrainingConstraints") unless @post_training_constraints.nil?
  @pre_training_constraints = pre_training_constraints.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnModelPackage::MetricsSourceProperty.new(**pre_training_constraints.transform_keys(&:to_sym)) : pre_training_constraints
  Jsii::Type.check_type(@pre_training_constraints, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9kZWxQYWNrYWdlLk1ldHJpY3NTb3VyY2VQcm9wZXJ0eSJ9XX19")), "preTrainingConstraints") unless @pre_training_constraints.nil?
end

Instance Attribute Details

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

The bias config file for a model.

Returns:

See Also:



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# File 'sagemaker/cfn_model_package.rb', line 1166

def config_file
  @config_file
end

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

The post-training constraints.

Returns:

See Also:



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# File 'sagemaker/cfn_model_package.rb', line 1171

def post_training_constraints
  @post_training_constraints
end

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

The pre-training constraints.

Returns:

See Also:



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# File 'sagemaker/cfn_model_package.rb', line 1176

def pre_training_constraints
  @pre_training_constraints
end

Class Method Details

.jsii_properties ⇒ Object 



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# File 'sagemaker/cfn_model_package.rb', line 1178

def self.jsii_properties
  {
    :config_file => "configFile",
    :post_training_constraints => "postTrainingConstraints",
    :pre_training_constraints => "preTrainingConstraints",
  }
end

Instance Method Details

#to_jsii ⇒ Object 



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# File 'sagemaker/cfn_model_package.rb', line 1186

def to_jsii
  result = {}
  result.merge!({
    "configFile" => @config_file,
    "postTrainingConstraints" => @post_training_constraints,
    "preTrainingConstraints" => @pre_training_constraints,
  })
  result.compact
end