Class: Aws::SageMaker::Types::EndpointInput

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

Overview

Input object for the endpoint

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#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 18585

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

#endpoint_nameString

An endpoint in customer's account which has enabled DataCaptureConfig enabled.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18585

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

#exclude_features_attributeString

The attributes of the input data to exclude from the analysis.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18585

class EndpointInput < Struct.new(
  :endpoint_name,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset,
  :exclude_features_attribute)
  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 18585

class EndpointInput < Struct.new(
  :endpoint_name,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset,
  :exclude_features_attribute)
  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 18585

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

#local_pathString

Path to the filesystem where the endpoint data is available to the container.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18585

class EndpointInput < Struct.new(
  :endpoint_name,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset,
  :exclude_features_attribute)
  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 18585

class EndpointInput < Struct.new(
  :endpoint_name,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset,
  :exclude_features_attribute)
  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 18585

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

#s3_data_distribution_typeString

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

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18585

class EndpointInput < Struct.new(
  :endpoint_name,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset,
  :exclude_features_attribute)
  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 18585

class EndpointInput < Struct.new(
  :endpoint_name,
  :local_path,
  :s3_input_mode,
  :s3_data_distribution_type,
  :features_attribute,
  :inference_attribute,
  :probability_attribute,
  :probability_threshold_attribute,
  :start_time_offset,
  :end_time_offset,
  :exclude_features_attribute)
  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)


18585
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18593
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18598
18599
# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 18585

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