aws-cdk-lib.aws_sagemaker.CfnModelQualityJobDefinition.ModelQualityJobInputProperty

interface ModelQualityJobInputProperty

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

The input for the model quality monitoring job.

Currently endponts are supported for input for model quality monitoring jobs.

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 modelQualityJobInputProperty: sagemaker.CfnModelQualityJobDefinition.ModelQualityJobInputProperty = {
  groundTruthS3Input: {
    s3Uri: 's3Uri',
  },

  // the properties below are optional
  batchTransformInput: {
    dataCapturedDestinationS3Uri: 'dataCapturedDestinationS3Uri',
    datasetFormat: {
      csv: {
        header: false,
      },
      json: {
        line: false,
      },
      parquet: false,
    },
    localPath: 'localPath',

    // the properties below are optional
    endTimeOffset: 'endTimeOffset',
    inferenceAttribute: 'inferenceAttribute',
    probabilityAttribute: 'probabilityAttribute',
    probabilityThresholdAttribute: 123,
    s3DataDistributionType: 's3DataDistributionType',
    s3InputMode: 's3InputMode',
    startTimeOffset: 'startTimeOffset',
  },
  endpointInput: {
    endpointName: 'endpointName',
    localPath: 'localPath',

    // the properties below are optional
    endTimeOffset: 'endTimeOffset',
    inferenceAttribute: 'inferenceAttribute',
    probabilityAttribute: 'probabilityAttribute',
    probabilityThresholdAttribute: 123,
    s3DataDistributionType: 's3DataDistributionType',
    s3InputMode: 's3InputMode',
    startTimeOffset: 'startTimeOffset',
  },
};

Properties

NameTypeDescription
groundTruthS3InputIResolvable | MonitoringGroundTruthS3InputPropertyThe ground truth label provided for the model.
batchTransformInput?IResolvable | BatchTransformInputPropertyCfnModelQualityJobDefinition.ModelQualityJobInputProperty.BatchTransformInput.
endpointInput?IResolvable | EndpointInputPropertyInput object for the endpoint.

groundTruthS3Input

Type: IResolvable | MonitoringGroundTruthS3InputProperty

The ground truth label provided for the model.


batchTransformInput?

Type: IResolvable | BatchTransformInputProperty (optional)

CfnModelQualityJobDefinition.ModelQualityJobInputProperty.BatchTransformInput.


endpointInput?

Type: IResolvable | EndpointInputProperty (optional)

Input object for the endpoint.