Class: Aws::SageMaker::Types::DataCaptureConfig

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

Overview

Configuration to control how SageMaker captures inference data.

See Also:

Constant Summary collapse

SENSITIVE = 
[]

Instance Attribute Summary collapse

Instance Attribute Details

#capture_content_type_header ⇒ Types::CaptureContentTypeHeader

Configuration specifying how to treat different headers. If no headers are specified SageMaker will by default base64 encode when capturing the data.

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 9075

class DataCaptureConfig < Struct.new(
  :enable_capture,
  :initial_sampling_percentage,
  :destination_s3_uri,
  :kms_key_id,
  :capture_options,
  :capture_content_type_header)
  SENSITIVE = []
  include Aws::Structure
end

#capture_options ⇒ Array<Types::CaptureOption>

Specifies data Model Monitor will capture. You can configure whether to collect only input, only output, or both

Returns:



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# File 'lib/aws-sdk-sagemaker/types.rb', line 9075

class DataCaptureConfig < Struct.new(
  :enable_capture,
  :initial_sampling_percentage,
  :destination_s3_uri,
  :kms_key_id,
  :capture_options,
  :capture_content_type_header)
  SENSITIVE = []
  include Aws::Structure
end

#destination_s3_uri ⇒ String

The Amazon S3 location used to capture the data.

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 9075

class DataCaptureConfig < Struct.new(
  :enable_capture,
  :initial_sampling_percentage,
  :destination_s3_uri,
  :kms_key_id,
  :capture_options,
  :capture_content_type_header)
  SENSITIVE = []
  include Aws::Structure
end

#enable_capture ⇒ Boolean

Whether data capture should be enabled or disabled (defaults to enabled).

Returns:

  • (Boolean) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 9075

class DataCaptureConfig < Struct.new(
  :enable_capture,
  :initial_sampling_percentage,
  :destination_s3_uri,
  :kms_key_id,
  :capture_options,
  :capture_content_type_header)
  SENSITIVE = []
  include Aws::Structure
end

#initial_sampling_percentage ⇒ Integer

The percentage of requests SageMaker will capture. A lower value is recommended for Endpoints with high traffic.

Returns:

  • (Integer) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 9075

class DataCaptureConfig < Struct.new(
  :enable_capture,
  :initial_sampling_percentage,
  :destination_s3_uri,
  :kms_key_id,
  :capture_options,
  :capture_content_type_header)
  SENSITIVE = []
  include Aws::Structure
end

#kms_key_id ⇒ String

The Amazon Resource Name (ARN) of an Key Management Service key that SageMaker uses to encrypt the captured data at rest using Amazon S3 server-side encryption.

The KmsKeyId can be any of the following formats:

  • Key ID: ‘1234abcd-12ab-34cd-56ef-1234567890ab`

  • Key ARN: ‘arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab`

  • Alias name: ‘alias/ExampleAlias`

  • Alias name ARN: ‘arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias`

Returns:

  • (String) 


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# File 'lib/aws-sdk-sagemaker/types.rb', line 9075

class DataCaptureConfig < Struct.new(
  :enable_capture,
  :initial_sampling_percentage,
  :destination_s3_uri,
  :kms_key_id,
  :capture_options,
  :capture_content_type_header)
  SENSITIVE = []
  include Aws::Structure
end