Class: Aws::SageMaker::Types::ProcessingS3Input

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::ProcessingS3Input

Defined in:

gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

Configuration for downloading input data from Amazon S3 into the processing container.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #local_path ⇒ String

  The local path in your container where you want Amazon SageMaker to write input data to.

• #s3_compression_type ⇒ String

  Whether to GZIP-decompress the data in Amazon S3 as it is streamed into the processing container.

• #s3_data_distribution_type ⇒ String

  Whether to distribute the data from Amazon S3 to all processing instances with FullyReplicated, or whether the data from Amazon S3 is shared by Amazon S3 key, downloading one shard of data to each processing instance.

• #s3_data_type ⇒ String

  Whether you use an S3Prefix or a ManifestFile for the data type.

• #s3_input_mode ⇒ String

  Whether to use File or Pipe input mode.

• #s3_uri ⇒ String

  The URI of the Amazon S3 prefix Amazon SageMaker downloads data required to run a processing job.

Instance Attribute Details

#local_path ⇒ String

The local path in your container where you want Amazon SageMaker to write input data to. LocalPath is an absolute path to the input data and must begin with /opt/ml/processing/. LocalPath is a required parameter when AppManaged is False (default).

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35274

class ProcessingS3Input < Struct.new(
  :s3_uri,
  :local_path,
  :s3_data_type,
  :s3_input_mode,
  :s3_data_distribution_type,
  :s3_compression_type)
  SENSITIVE = []
  include Aws::Structure
end

#s3_compression_type ⇒ String

Whether to GZIP-decompress the data in Amazon S3 as it is streamed into the processing container. Gzip can only be used when Pipe mode is specified as the S3InputMode. In Pipe mode, Amazon SageMaker streams input data from the source directly to your container without using the EBS volume.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35274

class ProcessingS3Input < Struct.new(
  :s3_uri,
  :local_path,
  :s3_data_type,
  :s3_input_mode,
  :s3_data_distribution_type,
  :s3_compression_type)
  SENSITIVE = []
  include Aws::Structure
end

#s3_data_distribution_type ⇒ String

Whether to distribute the data from Amazon S3 to all processing instances with FullyReplicated, or whether the data from Amazon S3 is shared by Amazon S3 key, downloading one shard of data to each processing instance.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35274

class ProcessingS3Input < Struct.new(
  :s3_uri,
  :local_path,
  :s3_data_type,
  :s3_input_mode,
  :s3_data_distribution_type,
  :s3_compression_type)
  SENSITIVE = []
  include Aws::Structure
end

#s3_data_type ⇒ String

Whether you use an S3Prefix or a ManifestFile for the data type. If you choose S3Prefix, S3Uri identifies a key name prefix. Amazon SageMaker uses all objects with the specified key name prefix for the processing job. If you choose ManifestFile, S3Uri identifies an object that is a manifest file containing a list of object keys that you want Amazon SageMaker to use for the processing job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35274

class ProcessingS3Input < Struct.new(
  :s3_uri,
  :local_path,
  :s3_data_type,
  :s3_input_mode,
  :s3_data_distribution_type,
  :s3_compression_type)
  SENSITIVE = []
  include Aws::Structure
end

#s3_input_mode ⇒ String

Whether to use File or Pipe input mode. In File mode, Amazon SageMaker copies the data from the input source onto the local ML storage volume before starting your processing container. This is the most commonly used input mode. In Pipe mode, Amazon SageMaker streams input data from the source directly to your processing container into named pipes without using the ML storage volume.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35274

class ProcessingS3Input < Struct.new(
  :s3_uri,
  :local_path,
  :s3_data_type,
  :s3_input_mode,
  :s3_data_distribution_type,
  :s3_compression_type)
  SENSITIVE = []
  include Aws::Structure
end

#s3_uri ⇒ String

The URI of the Amazon S3 prefix Amazon SageMaker downloads data required to run a processing job.

Returns:

• (String)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 35274

class ProcessingS3Input < Struct.new(
  :s3_uri,
  :local_path,
  :s3_data_type,
  :s3_input_mode,
  :s3_data_distribution_type,
  :s3_compression_type)
  SENSITIVE = []
  include Aws::Structure
end