interface DriftCheckBaselinesProperty

Language	Type name
.NET	Amazon.CDK.AWS.Sagemaker.CfnModelPackage.DriftCheckBaselinesProperty
Java	software.amazon.awscdk.services.sagemaker.CfnModelPackage.DriftCheckBaselinesProperty
Python	aws_cdk.aws_sagemaker.CfnModelPackage.DriftCheckBaselinesProperty
TypeScript	@aws-cdk/aws-sagemaker » CfnModelPackage » DriftCheckBaselinesProperty

Represents the drift check 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 driftCheckBaselinesProperty: sagemaker.CfnModelPackage.DriftCheckBaselinesProperty = {
  bias: {
    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',
    },
  },
  explainability: {
    configFile: {
      s3Uri: 's3Uri',

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

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

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

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

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

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

Properties

Name	Type	Description
bias?	IResolvable | DriftCheckBiasProperty	Represents the drift check bias baselines that can be used when the model monitor is set using the model package.
explainability?	IResolvable | DriftCheckExplainabilityProperty	Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.
modelDataQuality?	IResolvable | DriftCheckModelDataQualityProperty	Represents the drift check model data quality baselines that can be used when the model monitor is set using the model package.
modelQuality?	IResolvable | DriftCheckModelQualityProperty	Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.

---

bias?

Type: IResolvable | DriftCheckBiasProperty (optional)

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

---

explainability?

Type: IResolvable | DriftCheckExplainabilityProperty (optional)

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

---

modelDataQuality?

Type: IResolvable | DriftCheckModelDataQualityProperty (optional)

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

---

modelQuality?

Type: IResolvable | DriftCheckModelQualityProperty (optional)

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