Class: Aws::SageMaker::Types::AutoMLJobChannel
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::AutoMLJobChannel
- 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.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#channel_type ⇒ String
The type of channel.
-
#compression_type ⇒ String
The allowed compression types depend on the input format.
-
#content_type ⇒ String
The content type of the data from the input source.
-
#data_source ⇒ Types::AutoMLDataSource
The data source for an AutoML channel.
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
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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
.
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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
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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.
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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 |