DataCaptureConfig
Configuration to control how SageMaker captures inference data.
Contents
- CaptureOptions
-
Specifies data Model Monitor will capture. You can configure whether to collect only input, only output, or both
Type: Array of CaptureOption objects
Array Members: Minimum number of 1 item. Maximum number of 32 items.
Required: Yes
- DestinationS3Uri
-
The Amazon S3 location used to capture the data.
Type: String
Length Constraints: Maximum length of 512.
Pattern:
^(https|s3)://([^/])/?(.*)$Required: Yes
- InitialSamplingPercentage
-
The percentage of requests SageMaker will capture. A lower value is recommended for Endpoints with high traffic.
Type: Integer
Valid Range: Minimum value of 0. Maximum value of 100.
Required: Yes
- CaptureContentTypeHeader
-
Configuration specifying how to treat different headers. If no headers are specified SageMaker will by default base64 encode when capturing the data.
Type: CaptureContentTypeHeader object
Required: No
- EnableCapture
-
Whether data capture should be enabled or disabled (defaults to enabled).
Type: Boolean
Required: No
- KmsKeyId
-
The Amazon Resource Name (ARN) of an Amazon Key Management Service key that SageMaker uses to encrypt the captured data at rest using Amazon S3 server-side encryption.
The KmsKeyId can be any of the following formats:
-
Key ID:
1234abcd-12ab-34cd-56ef-1234567890ab -
Key ARN:
arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab -
Alias name:
alias/ExampleAlias -
Alias name ARN:
arn:aws:kms:us-west-2:111122223333:alias/ExampleAlias
Type: String
Length Constraints: Maximum length of 2048.
Pattern:
^[a-zA-Z0-9:/_-]*$Required: No
-
See Also
For more information about using this API in one of the language-specific Amazon SDKs, see the following: