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

Inherits:

Struct

• Object
• Struct
• Aws::SageMaker::Types::DataCaptureConfig

Defined in:

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

Overview

Configuration to control how SageMaker captures inference data.

See Also:

• AWS API Documentation

Constant Summary

SENSITIVE =

[]

Instance Attribute Summary

• #capture_content_type_header ⇒ Types::CaptureContentTypeHeader

  Configuration specifying how to treat different headers.

• #capture_options ⇒ Array<Types::CaptureOption>

  Specifies data Model Monitor will capture.

• #destination_s3_uri ⇒ String

  The Amazon S3 location used to capture the data.

• #enable_capture ⇒ Boolean

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

• #initial_sampling_percentage ⇒ Integer

  The percentage of requests SageMaker will capture.

• #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.

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:

• (Types::CaptureContentTypeHeader)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10576

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:

• (Array<Types::CaptureOption>)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10576

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)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10576

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)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10576

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)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10576

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)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 10576

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