Class: AWSCDK::Sagemaker::CfnModelQualityJobDefinition::ModelQualityBaselineConfigProperty

Inherits:

Jsii::Struct

• Object
• Jsii::Struct
• AWSCDK::Sagemaker::CfnModelQualityJobDefinition::ModelQualityBaselineConfigProperty

Defined in:

sagemaker/cfn_model_quality_job_definition.rb

Overview

Configuration for monitoring constraints and monitoring statistics.

These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

See Also:

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

Instance Attribute Summary

• #baselining_job_name ⇒ String^? readonly

  The name of the job that performs baselining for the monitoring 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) ⇒ ModelQualityBaselineConfigProperty constructor

  A new instance of ModelQualityBaselineConfigProperty.

• #to_jsii ⇒ Object

Constructor Details

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

Returns a new instance of ModelQualityBaselineConfigProperty.

Parameters:

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

  The name of the job that performs baselining for the monitoring job.

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

  The constraints resource for a monitoring job.

# File 'sagemaker/cfn_model_quality_job_definition.rb', line 1228

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::CfnModelQualityJobDefinition::ConstraintsResourceProperty.new(**constraints_resource.transform_keys(&:to_sym)) : constraints_resource
  Jsii::Type.check_type(@constraints_resource, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9kZWxRdWFsaXR5Sm9iRGVmaW5pdGlvbi5Db25zdHJhaW50c1Jlc291cmNlUHJvcGVydHkifV19fQ==")), "constraintsResource") unless @constraints_resource.nil?
end

Instance Attribute Details

#baselining_job_name ⇒ String^? (readonly)

The name of the job that performs baselining for the monitoring job.

Returns:

• (String, nil)

See Also:

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

# File 'sagemaker/cfn_model_quality_job_definition.rb', line 1239

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::CfnModelQualityJobDefinition::ConstraintsResourceProperty, nil)

See Also:

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

# File 'sagemaker/cfn_model_quality_job_definition.rb', line 1244

def constraints_resource
  @constraints_resource
end

Class Method Details

.jsii_properties ⇒ Object

# File 'sagemaker/cfn_model_quality_job_definition.rb', line 1246

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

Instance Method Details

#to_jsii ⇒ Object

# File 'sagemaker/cfn_model_quality_job_definition.rb', line 1253

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