Class: Aws::SageMaker::Types::BatchTransformInput

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

Overview

Input object for the batch transform job.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#data_captured_destination_s3_uriString

The Amazon S3 location being used to capture the data.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2591

class BatchTransformInput < Struct.new(
  :data_captured_destination_s3_uri,
  :dataset_format,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset)
  SENSITIVE = []
  include Aws::Structure
end

#dataset_formatTypes::MonitoringDatasetFormat

The dataset format for your batch transform job.



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2591

class BatchTransformInput < Struct.new(
  :data_captured_destination_s3_uri,
  :dataset_format,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset)
  SENSITIVE = []
  include Aws::Structure
end

#end_time_offsetString

If specified, monitoring jobs substract this time from the end time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2591

class BatchTransformInput < Struct.new(
  :data_captured_destination_s3_uri,
  :dataset_format,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset)
  SENSITIVE = []
  include Aws::Structure
end

#features_attributeString

The attributes of the input data that are the input features.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2591

class BatchTransformInput < Struct.new(
  :data_captured_destination_s3_uri,
  :dataset_format,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset)
  SENSITIVE = []
  include Aws::Structure
end

#inference_attributeString

The attribute of the input data that represents the ground truth label.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2591

class BatchTransformInput < Struct.new(
  :data_captured_destination_s3_uri,
  :dataset_format,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset)
  SENSITIVE = []
  include Aws::Structure
end

#local_pathString

Path to the filesystem where the batch transform data is available to the container.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2591

class BatchTransformInput < Struct.new(
  :data_captured_destination_s3_uri,
  :dataset_format,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset)
  SENSITIVE = []
  include Aws::Structure
end

#probability_attributeString

In a classification problem, the attribute that represents the class probability.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2591

class BatchTransformInput < Struct.new(
  :data_captured_destination_s3_uri,
  :dataset_format,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset)
  SENSITIVE = []
  include Aws::Structure
end

#probability_threshold_attributeFloat

The threshold for the class probability to be evaluated as a positive result.

Returns:

  • (Float)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2591

class BatchTransformInput < Struct.new(
  :data_captured_destination_s3_uri,
  :dataset_format,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset)
  SENSITIVE = []
  include Aws::Structure
end

#s3_data_distribution_typeString

Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key. Defaults to FullyReplicated

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2591

class BatchTransformInput < Struct.new(
  :data_captured_destination_s3_uri,
  :dataset_format,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset)
  SENSITIVE = []
  include Aws::Structure
end

#s3_input_modeString

Whether the Pipe or File is used as the input mode for transferring data for the monitoring job. Pipe mode is recommended for large datasets. File mode is useful for small files that fit in memory. Defaults to File.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2591

class BatchTransformInput < Struct.new(
  :data_captured_destination_s3_uri,
  :dataset_format,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset)
  SENSITIVE = []
  include Aws::Structure
end

#start_time_offsetString

If specified, monitoring jobs substract this time from the start time. For information about using offsets for scheduling monitoring jobs, see Schedule Model Quality Monitoring Jobs.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2591

class BatchTransformInput < Struct.new(
  :data_captured_destination_s3_uri,
  :dataset_format,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset)
  SENSITIVE = []
  include Aws::Structure
end