Package software.amazon.awscdk.services.sagemaker

Interface CfnModelQualityJobDefinition.ModelQualityJobInputProperty

All Superinterfaces:
software.amazon.jsii.JsiiSerializable
All Known Implementing Classes:
CfnModelQualityJobDefinition.ModelQualityJobInputProperty.Jsii$Proxy
Enclosing class:
CfnModelQualityJobDefinition
@Stability(Stable) public static interface CfnModelQualityJobDefinition.ModelQualityJobInputProperty extends software.amazon.jsii.JsiiSerializable
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 software.amazon.awscdk.services.sagemaker.*;
 Object json;
 ModelQualityJobInputProperty modelQualityJobInputProperty = ModelQualityJobInputProperty.builder()
         .groundTruthS3Input(MonitoringGroundTruthS3InputProperty.builder()
                 .s3Uri("s3Uri")
                 .build())
         // the properties below are optional
         .batchTransformInput(BatchTransformInputProperty.builder()
                 .dataCapturedDestinationS3Uri("dataCapturedDestinationS3Uri")
                 .datasetFormat(DatasetFormatProperty.builder()
                         .csv(CsvProperty.builder()
                                 .header(false)
                                 .build())
                         .json(json)
                         .parquet(false)
                         .build())
                 .localPath("localPath")
                 // the properties below are optional
                 .endTimeOffset("endTimeOffset")
                 .inferenceAttribute("inferenceAttribute")
                 .probabilityAttribute("probabilityAttribute")
                 .probabilityThresholdAttribute(123)
                 .s3DataDistributionType("s3DataDistributionType")
                 .s3InputMode("s3InputMode")
                 .startTimeOffset("startTimeOffset")
                 .build())
         .endpointInput(EndpointInputProperty.builder()
                 .endpointName("endpointName")
                 .localPath("localPath")
                 // the properties below are optional
                 .endTimeOffset("endTimeOffset")
                 .inferenceAttribute("inferenceAttribute")
                 .probabilityAttribute("probabilityAttribute")
                 .probabilityThresholdAttribute(123)
                 .s3DataDistributionType("s3DataDistributionType")
                 .s3InputMode("s3InputMode")
                 .startTimeOffset("startTimeOffset")
                 .build())
         .build();