Class: AWSCDK::Sagemaker::CfnModelPackage::DriftCheckModelDataQualityProperty

Inherits:

Jsii::Struct

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

Defined in:

sagemaker/cfn_model_package.rb

Overview

Represents the drift check data quality 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-driftcheckmodeldataquality.html

Instance Attribute Summary

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

  The drift check model data quality constraints.

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

  The drift check model data quality statistics.

Class Method Summary

• .jsii_properties ⇒ Object

Instance Method Summary

• #initialize(constraints: nil, statistics: nil) ⇒ DriftCheckModelDataQualityProperty constructor

  A new instance of DriftCheckModelDataQualityProperty.

• #to_jsii ⇒ Object

Constructor Details

#initialize(constraints: nil, statistics: nil) ⇒ DriftCheckModelDataQualityProperty

Returns a new instance of DriftCheckModelDataQualityProperty.

Parameters:

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

  The drift check model data quality constraints.

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

  The drift check model data quality statistics.

# File 'sagemaker/cfn_model_package.rb', line 1248

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

Instance Attribute Details

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

The drift check model data quality constraints.

Returns:

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

See Also:

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

# File 'sagemaker/cfn_model_package.rb', line 1259

def constraints
  @constraints
end

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

The drift check model data quality statistics.

Returns:

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

See Also:

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

# File 'sagemaker/cfn_model_package.rb', line 1264

def statistics
  @statistics
end

Class Method Details

.jsii_properties ⇒ Object

# File 'sagemaker/cfn_model_package.rb', line 1266

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

Instance Method Details

#to_jsii ⇒ Object

# File 'sagemaker/cfn_model_package.rb', line 1273

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