Class: Aws::SageMaker::Types::ModelQualityJobInput

Inherits:
Struct
  • Object
show all
Defined in:
gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Note:

When making an API call, you may pass ModelQualityJobInput data as a hash:

{
  endpoint_input: { # required
    endpoint_name: "EndpointName", # required
    local_path: "ProcessingLocalPath", # required
    s3_input_mode: "Pipe", # accepts Pipe, File
    s3_data_distribution_type: "FullyReplicated", # accepts FullyReplicated, ShardedByS3Key
    features_attribute: "String",
    inference_attribute: "String",
    probability_attribute: "String",
    probability_threshold_attribute: 1.0,
    start_time_offset: "MonitoringTimeOffsetString",
    end_time_offset: "MonitoringTimeOffsetString",
  },
  ground_truth_s3_input: { # required
    s3_uri: "MonitoringS3Uri",
  },
}

The input for the model quality monitoring job. Currently endponts are supported for input for model quality monitoring jobs.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#endpoint_inputTypes::EndpointInput

Input object for the endpoint



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 25847

class ModelQualityJobInput < Struct.new(
  :endpoint_input,
  :ground_truth_s3_input)
  SENSITIVE = []
  include Aws::Structure
end

#ground_truth_s3_inputTypes::MonitoringGroundTruthS3Input

The ground truth label provided for the model.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 25847

class ModelQualityJobInput < Struct.new(
  :endpoint_input,
  :ground_truth_s3_input)
  SENSITIVE = []
  include Aws::Structure
end