Class: Aws::SageMaker::Types::DatasetDefinition

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

Overview

Configuration for Dataset Definition inputs. The Dataset Definition input must specify exactly one of either AthenaDatasetDefinition or RedshiftDatasetDefinition types.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#athena_dataset_definition ⇒ Types::AthenaDatasetDefinition

Configuration for Athena Dataset Definition input.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 10023

class DatasetDefinition < Struct.new(
  :athena_dataset_definition,
  :redshift_dataset_definition,
  :local_path,
  :data_distribution_type,
  :input_mode)
  SENSITIVE = []
  include Aws::Structure
end

#data_distribution_type ⇒ String

Whether the generated dataset is FullyReplicated or ShardedByS3Key (default).

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 10023

class DatasetDefinition < Struct.new(
  :athena_dataset_definition,
  :redshift_dataset_definition,
  :local_path,
  :data_distribution_type,
  :input_mode)
  SENSITIVE = []
  include Aws::Structure
end

#input_mode ⇒ String

Whether to use File or Pipe input mode. In File (default) mode, Amazon SageMaker copies the data from the input source onto the local Amazon Elastic Block Store (Amazon EBS) volumes before starting your training algorithm. This is the most commonly used input mode. In Pipe mode, Amazon SageMaker streams input data from the source directly to your algorithm without using the EBS volume.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 10023

class DatasetDefinition < Struct.new(
  :athena_dataset_definition,
  :redshift_dataset_definition,
  :local_path,
  :data_distribution_type,
  :input_mode)
  SENSITIVE = []
  include Aws::Structure
end

#local_path ⇒ String

The local path where you want Amazon SageMaker to download the Dataset Definition inputs to run a processing job. LocalPath is an absolute path to the input data. This is a required parameter when AppManaged is False (default).

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 10023

class DatasetDefinition < Struct.new(
  :athena_dataset_definition,
  :redshift_dataset_definition,
  :local_path,
  :data_distribution_type,
  :input_mode)
  SENSITIVE = []
  include Aws::Structure
end

#redshift_dataset_definition ⇒ Types::RedshiftDatasetDefinition

Configuration for Redshift Dataset Definition input.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 10023

class DatasetDefinition < Struct.new(
  :athena_dataset_definition,
  :redshift_dataset_definition,
  :local_path,
  :data_distribution_type,
  :input_mode)
  SENSITIVE = []
  include Aws::Structure
end