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v2.273.0

DriftCheckBaselinesProperty Struct ​

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

Source
Generated code
Type last changed
v2.93.0 · 23 Aug 2023

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 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 ​

biasIResolvable | CfnModelPackage.DriftCheckBiasPropertybiastyping.Union[IResolvable, DriftCheckBiasProperty]biasIResolvableBiasIResolvableBiasinterface{}#
Represents the drift check bias baselines that can be used when the model monitor is set using the model package.
explainabilityIResolvable | CfnModelPackage.DriftCheckExplainabilityPropertyexplainabilitytyping.Union[IResolvable, DriftCheckExplainabilityProperty]explainabilityIResolvableExplainabilityIResolvableExplainabilityinterface{}#
Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.
modelDataQualityIResolvable | CfnModelPackage.DriftCheckModelDataQualityPropertymodel_data_qualitytyping.Union[IResolvable, DriftCheckModelDataQualityProperty]modelDataQualityIResolvableModelDataQualityIResolvableModelDataQualityinterface{}#
Represents the drift check model data quality baselines that can be used when the model monitor is set using the model package.
modelQualityIResolvable | CfnModelPackage.DriftCheckModelQualityPropertymodel_qualitytyping.Union[IResolvable, DriftCheckModelQualityProperty]modelQualityIResolvableModelQualityIResolvableModelQualityinterface{}#
Represents the drift check model quality baselines that can be used when the model monitor is set using the model package.