Class: AWSCDK::Sagemaker::CfnModelQualityJobDefinition::ModelQualityJobInputProperty

Inherits:
Jsii::Struct
  • Object
show all
Defined in:
sagemaker/cfn_model_quality_job_definition.rb

Overview

The input for the model quality monitoring job.

Currently endpoints are supported for input for model quality monitoring jobs.

See Also:

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(ground_truth_s3_input:, batch_transform_input: nil, endpoint_input: nil) ⇒ ModelQualityJobInputProperty

Returns a new instance of ModelQualityJobInputProperty.

Parameters:



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# File 'sagemaker/cfn_model_quality_job_definition.rb', line 1274

def initialize(ground_truth_s3_input:, batch_transform_input: nil, endpoint_input: nil)
  @ground_truth_s3_input = ground_truth_s3_input.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnModelQualityJobDefinition::MonitoringGroundTruthS3InputProperty.new(**ground_truth_s3_input.transform_keys(&:to_sym)) : ground_truth_s3_input
  Jsii::Type.check_type(@ground_truth_s3_input, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9kZWxRdWFsaXR5Sm9iRGVmaW5pdGlvbi5Nb25pdG9yaW5nR3JvdW5kVHJ1dGhTM0lucHV0UHJvcGVydHkifV19fQ==")), "groundTruthS3Input")
  @batch_transform_input = batch_transform_input.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnModelQualityJobDefinition::BatchTransformInputProperty.new(**batch_transform_input.transform_keys(&:to_sym)) : batch_transform_input
  Jsii::Type.check_type(@batch_transform_input, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9kZWxRdWFsaXR5Sm9iRGVmaW5pdGlvbi5CYXRjaFRyYW5zZm9ybUlucHV0UHJvcGVydHkifV19fQ==")), "batchTransformInput") unless @batch_transform_input.nil?
  @endpoint_input = endpoint_input.is_a?(Hash) ? ::AWSCDK::Sagemaker::CfnModelQualityJobDefinition::EndpointInputProperty.new(**endpoint_input.transform_keys(&:to_sym)) : endpoint_input
  Jsii::Type.check_type(@endpoint_input, JSON.parse(Base64.strict_decode64("eyJ1bmlvbiI6eyJ0eXBlcyI6W3siZnFuIjoiYXdzLWNkay1saWIuSVJlc29sdmFibGUifSx7ImZxbiI6ImF3cy1jZGstbGliLmF3c19zYWdlbWFrZXIuQ2ZuTW9kZWxRdWFsaXR5Sm9iRGVmaW5pdGlvbi5FbmRwb2ludElucHV0UHJvcGVydHkifV19fQ==")), "endpointInput") unless @endpoint_input.nil?
end

Instance Attribute Details

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

Input object for the batch transform job.

Returns:

See Also:



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# File 'sagemaker/cfn_model_quality_job_definition.rb', line 1292

def batch_transform_input
  @batch_transform_input
end

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

Input object for the endpoint.

Returns:

See Also:



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# File 'sagemaker/cfn_model_quality_job_definition.rb', line 1297

def endpoint_input
  @endpoint_input
end

#ground_truth_s3_input ⇒ AWSCDK::IResolvable, AWSCDK::Sagemaker::CfnModelQualityJobDefinition::MonitoringGroundTruthS3InputProperty (readonly)

The ground truth label provided for the model.

Returns:

See Also:



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# File 'sagemaker/cfn_model_quality_job_definition.rb', line 1287

def ground_truth_s3_input
  @ground_truth_s3_input
end

Class Method Details

.jsii_properties ⇒ Object 



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# File 'sagemaker/cfn_model_quality_job_definition.rb', line 1299

def self.jsii_properties
  {
    :ground_truth_s3_input => "groundTruthS3Input",
    :batch_transform_input => "batchTransformInput",
    :endpoint_input => "endpointInput",
  }
end

Instance Method Details

#to_jsii ⇒ Object 



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# File 'sagemaker/cfn_model_quality_job_definition.rb', line 1307

def to_jsii
  result = {}
  result.merge!({
    "groundTruthS3Input" => @ground_truth_s3_input,
    "batchTransformInput" => @batch_transform_input,
    "endpointInput" => @endpoint_input,
  })
  result.compact
end