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

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

Overview

Configuration to control how SageMaker captures inference data.

Constant Summary collapse

SENSITIVE =
[]

Instance Attribute Summary collapse

Instance Attribute Details

#capture_content_type_headerTypes::CaptureContentTypeHeader

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



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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9905

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_optionsArray<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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9905

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_uriString

The Amazon S3 location used to capture the data.

Returns:

  • (String)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9905

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_captureBoolean

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

Returns:

  • (Boolean)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9905

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_percentageInteger

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

Returns:

  • (Integer)


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# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9905

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_idString

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 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 9905

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