interface DriftCheckBiasProperty

Language	Type name
.NET	Amazon.CDK.AWS.Sagemaker.CfnModelPackage.DriftCheckBiasProperty
Java	software.amazon.awscdk.services.sagemaker.CfnModelPackage.DriftCheckBiasProperty
Python	aws_cdk.aws_sagemaker.CfnModelPackage.DriftCheckBiasProperty
TypeScript	@aws-cdk/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 * as sagemaker from '@aws-cdk/aws-sagemaker';
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

Name	Type	Description
configFile?	IResolvable | FileSourceProperty	The bias config file for a model.
postTrainingConstraints?	IResolvable | MetricsSourceProperty	The post-training constraints.
preTrainingConstraints?	IResolvable | MetricsSourceProperty	The 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.