# ModelQualityJobInputProperty

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

```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 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`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelQualityJobDefinition.BatchTransformInputProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelQualityJobDefinition.BatchTransformInputProperty.html) — Input object for the batch transform job.

- `endpointInput`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelQualityJobDefinition.EndpointInputProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelQualityJobDefinition.EndpointInputProperty.html) — Input object for the endpoint.

- `groundTruthS3Input`: [IResolvable](/cdk/api/v2/docs/aws-cdk-lib.IResolvable.html) | [CfnModelQualityJobDefinition.MonitoringGroundTruthS3InputProperty](/cdk/api/v2/docs/aws-cdk-lib.aws_sagemaker.CfnModelQualityJobDefinition.MonitoringGroundTruthS3InputProperty.html) (required) — The ground truth label provided for the model.