Class: Aws::SageMaker::Types::ModelBiasJobInput

Inherits:

Struct

Object
Struct
Aws::SageMaker::Types::ModelBiasJobInput

show all

Defined in:: gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Note:

When making an API call, you may pass ModelBiasJobInput 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",
  },
}

Inputs for the model bias job.

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#endpoint_input ⇒ Types::EndpointInput
Input object for the endpoint.
#ground_truth_s3_input ⇒ Types::MonitoringGroundTruthS3Input
Location of ground truth labels to use in model bias job.

Instance Attribute Details

#endpoint_input ⇒ `Types::EndpointInput`

Input object for the endpoint

Returns:

(Types::EndpointInput)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 29500

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

#ground_truth_s3_input ⇒ `Types::MonitoringGroundTruthS3Input`

Location of ground truth labels to use in model bias job.