Class: AWSCDK::Sagemaker::CfnModelPackage::DriftCheckExplainabilityProperty

Inherits:

Jsii::Struct

• Object
• Jsii::Struct
• AWSCDK::Sagemaker::CfnModelPackage::DriftCheckExplainabilityProperty

Defined in:

sagemaker/cfn_model_package.rb

Overview

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

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckexplainability.html

Instance Attribute Summary

• #config_file ⇒ AWSCDK::IResolvable, ... readonly

  The explainability config file for the model.

• #constraints ⇒ AWSCDK::IResolvable, ... readonly

  The drift check explainability constraints.

Class Method Summary

• .jsii_properties ⇒ Object

Instance Method Summary

• #initialize(config_file: nil, constraints: nil) ⇒ DriftCheckExplainabilityProperty constructor

  A new instance of DriftCheckExplainabilityProperty.

• #to_jsii ⇒ Object

Constructor Details

#initialize(config_file: nil, constraints: nil) ⇒ DriftCheckExplainabilityProperty

Returns a new instance of DriftCheckExplainabilityProperty.

Parameters:

• config_file (AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnModelPackage::FileSourceProperty, nil) (defaults to: nil) —

  The explainability config file for the model.

• constraints (AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnModelPackage::MetricsSourceProperty, nil) (defaults to: nil) —

  The drift check explainability constraints.

# File 'sagemaker/cfn_model_package.rb', line 1205

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

Instance Attribute Details

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

The explainability config file for the model.

Returns:

• (AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnModelPackage::FileSourceProperty, nil)

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckexplainability.html#cfn-sagemaker-modelpackage-driftcheckexplainability-configfile

# File 'sagemaker/cfn_model_package.rb', line 1216

def config_file
  @config_file
end

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

The drift check explainability constraints.

Returns:

• (AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnModelPackage::MetricsSourceProperty, nil)

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelpackage-driftcheckexplainability.html#cfn-sagemaker-modelpackage-driftcheckexplainability-constraints

# File 'sagemaker/cfn_model_package.rb', line 1221

def constraints
  @constraints
end

Class Method Details

.jsii_properties ⇒ Object

# File 'sagemaker/cfn_model_package.rb', line 1223

def self.jsii_properties
  {
    :config_file => "configFile",
    :constraints => "constraints",
  }
end

Instance Method Details

#to_jsii ⇒ Object

# File 'sagemaker/cfn_model_package.rb', line 1230

def to_jsii
  result = {}
  result.merge!({
    "configFile" => @config_file,
    "constraints" => @constraints,
  })
  result.compact
end