interface ModelQualityJobInputProperty

Language	Type name
.NET	`Amazon.CDK.Mixins.Preview.AWS.SageMaker.Mixins.CfnModelQualityJobDefinitionPropsMixin.ModelQualityJobInputProperty`
Go	`github.com/aws/aws-cdk-go/awscdkmixinspreview/v2/awssagemaker/mixins#CfnModelQualityJobDefinitionPropsMixin_ModelQualityJobInputProperty`
Java	`software.amazon.awscdk.mixins.preview.services.sagemaker.mixins.CfnModelQualityJobDefinitionPropsMixin.ModelQualityJobInputProperty`
Python	`aws_cdk.mixins_preview.aws_sagemaker.mixins.CfnModelQualityJobDefinitionPropsMixin.ModelQualityJobInputProperty`
TypeScript	`@aws-cdk/mixins-preview` » `aws_sagemaker` » `mixins` » `CfnModelQualityJobDefinitionPropsMixin` » `ModelQualityJobInputProperty`

The input for the model quality monitoring job.

Currently endpoints 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 { mixins as sagemaker_mixins } from '@aws-cdk/mixins-preview/aws-sagemaker';
const modelQualityJobInputProperty: sagemaker_mixins.CfnModelQualityJobDefinitionPropsMixin.ModelQualityJobInputProperty = {
  batchTransformInput: {
    dataCapturedDestinationS3Uri: 'dataCapturedDestinationS3Uri',
    datasetFormat: {
      csv: {
        header: false,
      },
      json: {
        line: false,
      },
      parquet: false,
    },
    endTimeOffset: 'endTimeOffset',
    inferenceAttribute: 'inferenceAttribute',
    localPath: 'localPath',
    probabilityAttribute: 'probabilityAttribute',
    probabilityThresholdAttribute: 123,
    s3DataDistributionType: 's3DataDistributionType',
    s3InputMode: 's3InputMode',
    startTimeOffset: 'startTimeOffset',
  },
  endpointInput: {
    endpointName: 'endpointName',
    endTimeOffset: 'endTimeOffset',
    inferenceAttribute: 'inferenceAttribute',
    localPath: 'localPath',
    probabilityAttribute: 'probabilityAttribute',
    probabilityThresholdAttribute: 123,
    s3DataDistributionType: 's3DataDistributionType',
    s3InputMode: 's3InputMode',
    startTimeOffset: 'startTimeOffset',
  },
  groundTruthS3Input: {
    s3Uri: 's3Uri',
  },
};

Properties

Name	Type	Description
batchTransformInput?	`IResolvable` `\|` `BatchTransformInputProperty`	Input object for the batch transform job.
endpointInput?	`IResolvable` `\|` `EndpointInputProperty`	Input object for the endpoint.
groundTruthS3Input?	`IResolvable` `\|` `MonitoringGroundTruthS3InputProperty`	The ground truth label provided for the model.

batchTransformInput?

Type: IResolvable | BatchTransformInputProperty (optional)

Input object for the batch transform job.

endpointInput?

Type: IResolvable | EndpointInputProperty (optional)

Input object for the endpoint.

groundTruthS3Input?

Type: IResolvable | MonitoringGroundTruthS3InputProperty (optional)

The ground truth label provided for the model.

AWS CDK