Class: AWSCDK::Sagemaker::CfnModelBiasJobDefinition::ModelBiasBaselineConfigProperty

Inherits:

Jsii::Struct

• Object
• Jsii::Struct
• AWSCDK::Sagemaker::CfnModelBiasJobDefinition::ModelBiasBaselineConfigProperty

Defined in:

sagemaker/cfn_model_bias_job_definition.rb

Overview

The configuration for a baseline model bias job.

See Also:

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

Instance Attribute Summary

• #baselining_job_name ⇒ String^? readonly

  The name of the baseline model bias job.

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

  The constraints resource for a monitoring job.

Class Method Summary

• .jsii_properties ⇒ Object

Instance Method Summary

• #initialize(baselining_job_name: nil, constraints_resource: nil) ⇒ ModelBiasBaselineConfigProperty constructor

  A new instance of ModelBiasBaselineConfigProperty.

• #to_jsii ⇒ Object

Constructor Details

#initialize(baselining_job_name: nil, constraints_resource: nil) ⇒ ModelBiasBaselineConfigProperty

Returns a new instance of ModelBiasBaselineConfigProperty.

Parameters:

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

  The name of the baseline model bias job.

• constraints_resource (AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnModelBiasJobDefinition::ConstraintsResourceProperty, nil) (defaults to: nil) —

  The constraints resource for a monitoring job.

# File 'sagemaker/cfn_model_bias_job_definition.rb', line 1202

def initialize(baselining_job_name: nil, constraints_resource: nil)
  @baselining_job_name = baselining_job_name
  Jsii::Type.check_type(@baselining_job_name, JSON.parse(Base64.strict_decode64("eyJwcmltaXRpdmUiOiJzdHJpbmcifQ==")), "baseliningJobName") unless @baselining_job_name.nil?
  @constraints_resource = constraints_resource.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnModelBiasJobDefinition::ConstraintsResourceProperty.new(**constraints_resource.transform_keys(&:to_sym)) : constraints_resource
  Jsii::Type.check_type(@constraints_resource, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9kZWxCaWFzSm9iRGVmaW5pdGlvbi5Db25zdHJhaW50c1Jlc291cmNlUHJvcGVydHkifV19fQ==")), "constraintsResource") unless @constraints_resource.nil?
end

Instance Attribute Details

#baselining_job_name ⇒ String^? (readonly)

The name of the baseline model bias job.

Returns:

• (String, nil)

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig-baseliningjobname

# File 'sagemaker/cfn_model_bias_job_definition.rb', line 1213

def baselining_job_name
  @baselining_job_name
end

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

The constraints resource for a monitoring job.

Returns:

• (AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnModelBiasJobDefinition::ConstraintsResourceProperty, nil)

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig.html#cfn-sagemaker-modelbiasjobdefinition-modelbiasbaselineconfig-constraintsresource

# File 'sagemaker/cfn_model_bias_job_definition.rb', line 1218

def constraints_resource
  @constraints_resource
end

Class Method Details

.jsii_properties ⇒ Object

# File 'sagemaker/cfn_model_bias_job_definition.rb', line 1220

def self.jsii_properties
  {
    :baselining_job_name => "baseliningJobName",
    :constraints_resource => "constraintsResource",
  }
end

Instance Method Details

#to_jsii ⇒ Object

# File 'sagemaker/cfn_model_bias_job_definition.rb', line 1227

def to_jsii
  result = {}
  result.merge!({
    "baseliningJobName" => @baselining_job_name,
    "constraintsResource" => @constraints_resource,
  })
  result.compact
end