interface ModelBiasJobInputProperty

Language	Type name
.NET	`Amazon.CDK.AWS.Sagemaker.CfnModelBiasJobDefinition.ModelBiasJobInputProperty`
Go	`github.com/aws/aws-cdk-go/awscdk/v2/awssagemaker#CfnModelBiasJobDefinition_ModelBiasJobInputProperty`
Java	`software.amazon.awscdk.services.sagemaker.CfnModelBiasJobDefinition.ModelBiasJobInputProperty`
Python	`aws_cdk.aws_sagemaker.CfnModelBiasJobDefinition.ModelBiasJobInputProperty`
TypeScript	`aws-cdk-lib` » `aws_sagemaker` » `CfnModelBiasJobDefinition` » `ModelBiasJobInputProperty`

Inputs for the model bias job.

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 modelBiasJobInputProperty: sagemaker.CfnModelBiasJobDefinition.ModelBiasJobInputProperty = {
  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',
    featuresAttribute: 'featuresAttribute',
    inferenceAttribute: 'inferenceAttribute',
    probabilityAttribute: 'probabilityAttribute',
    probabilityThresholdAttribute: 123,
    s3DataDistributionType: 's3DataDistributionType',
    s3InputMode: 's3InputMode',
    startTimeOffset: 'startTimeOffset',
  },
  endpointInput: {
    endpointName: 'endpointName',
    localPath: 'localPath',

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

Properties

Name	Type	Description
groundTruthS3Input	`IResolvable` `\|` `MonitoringGroundTruthS3InputProperty`	Location of ground truth labels to use in model bias job.
batchTransformInput?	`IResolvable` `\|` `BatchTransformInputProperty`	Input object for the batch transform job.
endpointInput?	`IResolvable` `\|` `EndpointInputProperty`	Input object for the endpoint.

groundTruthS3Input

Type: IResolvable | MonitoringGroundTruthS3InputProperty

Location of ground truth labels to use in model bias job.

batchTransformInput?

Type: IResolvable | BatchTransformInputProperty (optional)

Input object for the batch transform job.

endpointInput?

Type: IResolvable | EndpointInputProperty (optional)

Input object for the endpoint.