aws-cdk-lib.aws_sagemaker.CfnDataQualityJobDefinition.DataQualityAppSpecificationProperty

interface DataQualityAppSpecificationProperty

LanguageType name
.NETAmazon.CDK.AWS.Sagemaker.CfnDataQualityJobDefinition.DataQualityAppSpecificationProperty
Gogithub.com/aws/aws-cdk-go/awscdk/v2/awssagemaker#CfnDataQualityJobDefinition_DataQualityAppSpecificationProperty
Javasoftware.amazon.awscdk.services.sagemaker.CfnDataQualityJobDefinition.DataQualityAppSpecificationProperty
Pythonaws_cdk.aws_sagemaker.CfnDataQualityJobDefinition.DataQualityAppSpecificationProperty
TypeScript aws-cdk-lib » aws_sagemaker » CfnDataQualityJobDefinition » DataQualityAppSpecificationProperty

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

Example

// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
import { aws_sagemaker as sagemaker } from 'aws-cdk-lib';
const dataQualityAppSpecificationProperty: sagemaker.CfnDataQualityJobDefinition.DataQualityAppSpecificationProperty = {
  imageUri: 'imageUri',

  // the properties below are optional
  containerArguments: ['containerArguments'],
  containerEntrypoint: ['containerEntrypoint'],
  environment: {
    environmentKey: 'environment',
  },
  postAnalyticsProcessorSourceUri: 'postAnalyticsProcessorSourceUri',
  recordPreprocessorSourceUri: 'recordPreprocessorSourceUri',
};

Properties

NameTypeDescription
imageUristringThe container image that the data quality monitoring job runs.
containerArguments?string[]The arguments to send to the container that the monitoring job runs.
containerEntrypoint?string[]The entrypoint for a container used to run a monitoring job.
environment?IResolvable | { [string]: string }Sets the environment variables in the container that the monitoring job runs.
postAnalyticsProcessorSourceUri?stringAn Amazon S3 URI to a script that is called after analysis has been performed.
recordPreprocessorSourceUri?stringAn Amazon S3 URI to a script that is called per row prior to running analysis.

imageUri

Type: string

The container image that the data quality monitoring job runs.


containerArguments?

Type: string[] (optional)

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


containerEntrypoint?

Type: string[] (optional)

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


environment?

Type: IResolvable | { [string]: string } (optional)

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


postAnalyticsProcessorSourceUri?

Type: string (optional)

An Amazon S3 URI to a script that is called after analysis has been performed.

Applicable only for the built-in (first party) containers.


recordPreprocessorSourceUri?

Type: string (optional)

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.