Class: Aws::SageMaker::Types::AutoMLJobChannel

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

Overview

A channel is a named input source that training algorithms can consume. This channel is used for the non tabular training data of an AutoML job using the V2 API. For tabular training data, see AutoMLChannel. For more information, see Channel.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#channel_type ⇒ String

The type of channel. Defines whether the data are used for training or validation. The default value is training. Channels for training and validation must share the same ContentType

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2117

class AutoMLJobChannel < Struct.new(
  :channel_type,
  :content_type,
  :compression_type,
  :data_source)
  SENSITIVE = []
  include Aws::Structure
end

#compression_type ⇒ String

The allowed compression types depend on the input format. We allow the compression type Gzip for S3Prefix inputs only. For all other inputs, the compression type should be None. If no compression type is provided, we default to None.

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2117

class AutoMLJobChannel < Struct.new(
  :channel_type,
  :content_type,
  :compression_type,
  :data_source)
  SENSITIVE = []
  include Aws::Structure
end

#content_type ⇒ String

The content type of the data from the input source. The following are the allowed content types for different problems:

  • ImageClassification: image/png, image/jpeg, image/*

  • TextClassification: text/csv;header=present

Returns:

  • (String) 


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2117

class AutoMLJobChannel < Struct.new(
  :channel_type,
  :content_type,
  :compression_type,
  :data_source)
  SENSITIVE = []
  include Aws::Structure
end

#data_source ⇒ Types::AutoMLDataSource

The data source for an AutoML channel.

Returns:



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 2117

class AutoMLJobChannel < Struct.new(
  :channel_type,
  :content_type,
  :compression_type,
  :data_source)
  SENSITIVE = []
  include Aws::Structure
end