AWS::SageMaker::DataQualityJobDefinition DataQualityAppSpecification - Amazon CloudFormation
SyntaxProperties
Services or capabilities described in Amazon Web Services documentation might vary by Region. To see the differences applicable to the China Regions, see Getting Started with Amazon Web Services in China (PDF).

AWS::SageMaker::DataQualityJobDefinition DataQualityAppSpecification

Information about the container that a data quality monitoring job runs.

Syntax

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

JSON

{
  "ContainerArguments" : [ String, ... ],
  "ContainerEntrypoint" : [ String, ... ],
  "Environment" : {Key: Value, ...},
  "ImageUri" : String,
  "PostAnalyticsProcessorSourceUri" : String,
  "RecordPreprocessorSourceUri" : String
}

Properties

ContainerArguments

The arguments to send to the container that the monitoring job runs.

Required: No

Type: List of String

Maximum: 50

Update requires: Replacement

ContainerEntrypoint

The entrypoint for a container used to run a monitoring job.

Required: No

Type: List of String

Maximum: 100

Update requires: Replacement

Environment

Sets the environment variables in the container that the monitoring job runs.

Required: No

Type: Map of String

Update requires: Replacement

ImageUri

The container image that the data quality monitoring job runs.

Required: Yes

Type: String

Maximum: 255

Pattern: .*

Update requires: Replacement

PostAnalyticsProcessorSourceUri

An Amazon S3 URI to a script that is called after analysis has been performed. Applicable only for the built-in (first party) containers.

Required: No

Type: String

Maximum: 1024

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

Update requires: Replacement

RecordPreprocessorSourceUri

An Amazon S3 URI to a script that is called per row prior to running analysis. It can base64 decode the payload and convert it into a flatted json so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.

Required: No

Type: String

Maximum: 1024

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

Update requires: Replacement