Class: Aws::Glue::Types::FillMissingValues

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

Overview

Specifies a transform that locates records in the dataset that have missing values and adds a new field with a value determined by imputation. The input data set is used to train the machine learning model that determines what the missing value should be.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#filled_pathString

A JSON path to a variable in the data structure for the dataset that is filled.

Returns:

  • (String)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7350

class FillMissingValues < Struct.new(
  :name,
  :inputs,
  :imputed_path,
  :filled_path)
  SENSITIVE = []
  include Aws::Structure
end

#imputed_pathString

A JSON path to a variable in the data structure for the dataset that is imputed.

Returns:

  • (String)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7350

class FillMissingValues < Struct.new(
  :name,
  :inputs,
  :imputed_path,
  :filled_path)
  SENSITIVE = []
  include Aws::Structure
end

#inputsArray<String>

The data inputs identified by their node names.

Returns:

  • (Array<String>)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7350

class FillMissingValues < Struct.new(
  :name,
  :inputs,
  :imputed_path,
  :filled_path)
  SENSITIVE = []
  include Aws::Structure
end

#nameString

The name of the transform node.

Returns:

  • (String)


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# File 'gems/aws-sdk-glue/lib/aws-sdk-glue/types.rb', line 7350

class FillMissingValues < Struct.new(
  :name,
  :inputs,
  :imputed_path,
  :filled_path)
  SENSITIVE = []
  include Aws::Structure
end