LogisticsPro must enable data capture on a SageMaker endpoint so that 10% of requests (both request and response) are stored in s3://logisticspro-endpoint-capture/ for downstream offline monitoring. Which TWO EndpointConfig/DataCaptureConfig settings must be changed to accomplish this?
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Correct answer: Set EnableCapture to true in the endpoint’s DataCaptureConfig., Set InitialSamplingPercentage to 10 in the endpoint’s DataCaptureConfig..
Why this is the answer
To enable data capture for a SageMaker endpoint, you must explicitly set EnableCapture to true within the DataCaptureConfig. This activates the data capture feature. To capture only 10% of requests, you must set InitialSamplingPercentage to 10. This parameter controls the percentage of inference requests that SageMaker will capture and store. Setting CaptureMode to 'Both' is not a direct DataCaptureConfig parameter for enabling capture or setting sampling percentage; it's related to what data types are captured (input/output). DestinationS3Uri is indeed where the captured data goes, but the question asks for two settings to change to enable and sample the capture, not just specify the destination. CloudWatch logs are for endpoint logs, not for capturing request/response payloads for offline monitoring.
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