AWS::SageMaker::InferenceExperiment DataStorageConfig

The Amazon S3 location and configuration for storing inference request and response data.

This is an optional parameter that you can use for data capture. For more information, see Capture data.

Syntax

To declare this entity in your AWS CloudFormation template, use the following syntax:

JSON

{
  "ContentType" : CaptureContentTypeHeader,
  "Destination" : String,
  "KmsKey" : String
}

YAML

  ContentType: 
    CaptureContentTypeHeader
  Destination: String
  KmsKey: String

Properties

ContentType

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

Required: No

Type: CaptureContentTypeHeader

Update requires: No interruption

Destination

The Amazon S3 bucket where the inference request and response data is stored.

Required: Yes

Type: String

Pattern: ^(https|s3)://([^/])/?(.*)$

Maximum: 512

Update requires: No interruption

KmsKey

The AWS Key Management Service key that Amazon SageMaker uses to encrypt captured data at rest using Amazon S3 server-side encryption.

Required: No

Type: String

Pattern: .*

Maximum: 2048

Update requires: No interruption