Skip to content
v2.275.0

DataQualityAppSpecificationProperty Struct ​

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

Example ​

ts
// 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 ​

containerArgumentsoptionalstring[]container_argumentsoptionaltyping.List[str]containerArgumentsoptionalList<String>ContainerArgumentsoptionalstring[]ContainerArgumentsoptional*[]*string#
The arguments to send to the container that the monitoring job runs.
containerEntrypointoptionalstring[]container_entrypointoptionaltyping.List[str]containerEntrypointoptionalList<String>ContainerEntrypointoptionalstring[]ContainerEntrypointoptional*[]*string#
The entrypoint for a container used to run a monitoring job.
environmentoptionalIResolvable | { [key: string]: string }environmentoptionaltyping.Union[IResolvable, typing.Mapping[str, str]]environmentoptionalIResolvableEnvironmentoptionalIResolvableEnvironmentoptionalinterface{}#
Sets the environment variables in the container that the monitoring job runs.
imageUristringimage_uristrimageUriStringImageUristringImageUri*stringrequired#
The container image that the data quality monitoring job runs.
postAnalyticsProcessorSourceUrioptionalstringpost_analytics_processor_source_urioptionalstrpostAnalyticsProcessorSourceUrioptionalStringPostAnalyticsProcessorSourceUrioptionalstringPostAnalyticsProcessorSourceUrioptional*string#
An Amazon S3 URI to a script that is called after analysis has been performed.

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

recordPreprocessorSourceUrioptionalstringrecord_preprocessor_source_urioptionalstrrecordPreprocessorSourceUrioptionalStringRecordPreprocessorSourceUrioptionalstringRecordPreprocessorSourceUrioptional*string#
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 flattened JSON so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.