aws-cdk-lib.aws_sagemaker.CfnModelPackage.DriftCheckBiasProperty

interface DriftCheckBiasProperty

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

Represents the drift check bias baselines that can be used when the model monitor is set using the model package.

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 driftCheckBiasProperty: sagemaker.CfnModelPackage.DriftCheckBiasProperty = {
  configFile: {
    s3Uri: 's3Uri',

    // the properties below are optional
    contentDigest: 'contentDigest',
    contentType: 'contentType',
  },
  postTrainingConstraints: {
    contentType: 'contentType',
    s3Uri: 's3Uri',

    // the properties below are optional
    contentDigest: 'contentDigest',
  },
  preTrainingConstraints: {
    contentType: 'contentType',
    s3Uri: 's3Uri',

    // the properties below are optional
    contentDigest: 'contentDigest',
  },
};

Properties

NameTypeDescription
configFile?IResolvable | FileSourcePropertyThe bias config file for a model.
postTrainingConstraints?IResolvable | MetricsSourcePropertyThe post-training constraints.
preTrainingConstraints?IResolvable | MetricsSourcePropertyThe pre-training constraints.

configFile?

Type: IResolvable | FileSourceProperty (optional)

The bias config file for a model.


postTrainingConstraints?

Type: IResolvable | MetricsSourceProperty (optional)

The post-training constraints.


preTrainingConstraints?

Type: IResolvable | MetricsSourceProperty (optional)

The pre-training constraints.