aws-cdk-lib.aws_sagemaker.CfnModelQualityJobDefinition.ModelQualityJobInputProperty

ModelQualityJobInputProperty Struct

The input for the model quality monitoring job.

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

Source

Generated code

Type last changed

v2.93.0 · 23 Aug 2023

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

batchTransformInput?optionalIResolvable | CfnModelQualityJobDefinition.BatchTransformInputPropertybatch_transform_input?optionaltyping.Union[IResolvable, BatchTransformInputProperty]batchTransformInput?optionalIResolvableBatchTransformInput?optionalIResolvableBatchTransformInput?optionalinterface{}#

Input object for the batch transform job.

endpointInput?optionalIResolvable | CfnModelQualityJobDefinition.EndpointInputPropertyendpoint_input?optionaltyping.Union[IResolvable, EndpointInputProperty]endpointInput?optionalIResolvableEndpointInput?optionalIResolvableEndpointInput?optionalinterface{}#

Input object for the endpoint.

groundTruthS3InputIResolvable | CfnModelQualityJobDefinition.MonitoringGroundTruthS3InputPropertyground_truth_s3_inputtyping.Union[IResolvable, MonitoringGroundTruthS3InputProperty]groundTruthS3InputIResolvableGroundTruthS3InputIResolvableGroundTruthS3Inputinterface{}required#

The ground truth label provided for the model.