Class: Aws::SageMaker::Types::DataCaptureConfig
- Inherits:
-
Struct
- Object
- Struct
- Aws::SageMaker::Types::DataCaptureConfig
- Includes:
- Aws::Structure
- Defined in:
- lib/aws-sdk-sagemaker/types.rb
Overview
Configuration to control how SageMaker captures inference data.
Constant Summary collapse
- SENSITIVE =
[]
Instance Attribute Summary collapse
-
#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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9780 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
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9780 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9780 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).
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9780 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.
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9780 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`
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# File 'lib/aws-sdk-sagemaker/types.rb', line 9780 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 |