Class: AWSCDK::Sagemaker::CfnMonitoringSchedule::BaselineConfigProperty

Inherits:

Jsii::Struct

• Object
• Jsii::Struct
• AWSCDK::Sagemaker::CfnMonitoringSchedule::BaselineConfigProperty

Defined in:

sagemaker/cfn_monitoring_schedule.rb

Overview

Baseline configuration used to validate that the data conforms to the specified constraints and statistics.

See Also:

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

Instance Attribute Summary

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

  The Amazon S3 URI for the constraints resource.

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

  The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

Class Method Summary

• .jsii_properties ⇒ Object

Instance Method Summary

• #initialize(constraints_resource: nil, statistics_resource: nil) ⇒ BaselineConfigProperty constructor

  A new instance of BaselineConfigProperty.

• #to_jsii ⇒ Object

Constructor Details

#initialize(constraints_resource: nil, statistics_resource: nil) ⇒ BaselineConfigProperty

Returns a new instance of BaselineConfigProperty.

Parameters:

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

  The Amazon S3 URI for the constraints resource.

• statistics_resource (AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnMonitoringSchedule::StatisticsResourceProperty, nil) (defaults to: nil) —

  The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

# File 'sagemaker/cfn_monitoring_schedule.rb', line 614

def initialize(constraints_resource: nil, statistics_resource: nil)
  @constraints_resource = constraints_resource.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnMonitoringSchedule::ConstraintsResourceProperty.new(**constraints_resource.transform_keys(&:to_sym)) : constraints_resource
  Jsii::Type.check_type(@constraints_resource, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9uaXRvcmluZ1NjaGVkdWxlLkNvbnN0cmFpbnRzUmVzb3VyY2VQcm9wZXJ0eSJ9XX19")), "constraintsResource") unless @constraints_resource.nil?
  @statistics_resource = statistics_resource.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnMonitoringSchedule::StatisticsResourceProperty.new(**statistics_resource.transform_keys(&:to_sym)) : statistics_resource
  Jsii::Type.check_type(@statistics_resource, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9uaXRvcmluZ1NjaGVkdWxlLlN0YXRpc3RpY3NSZXNvdXJjZVByb3BlcnR5In1dfX0=")), "statisticsResource") unless @statistics_resource.nil?
end

Instance Attribute Details

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

The Amazon S3 URI for the constraints resource.

Returns:

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

See Also:

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

# File 'sagemaker/cfn_monitoring_schedule.rb', line 625

def constraints_resource
  @constraints_resource
end

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

The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

Returns:

• (AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnMonitoringSchedule::StatisticsResourceProperty, nil)

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-monitoringschedule-baselineconfig.html#cfn-sagemaker-monitoringschedule-baselineconfig-statisticsresource

# File 'sagemaker/cfn_monitoring_schedule.rb', line 630

def statistics_resource
  @statistics_resource
end

Class Method Details

.jsii_properties ⇒ Object

# File 'sagemaker/cfn_monitoring_schedule.rb', line 632

def self.jsii_properties
  {
    :constraints_resource => "constraintsResource",
    :statistics_resource => "statisticsResource",
  }
end

Instance Method Details

#to_jsii ⇒ Object

# File 'sagemaker/cfn_monitoring_schedule.rb', line 639

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