Interface CfnModelQualityJobDefinition.IModelQualityJobInputProperty
The input for the model quality monitoring job.
Namespace: Amazon.CDK.AWS.Sagemaker
Assembly: Amazon.CDK.AWS.Sagemaker.dll
Syntax (csharp)
public interface IModelQualityJobInputProperty
Syntax (vb)
Public Interface IModelQualityJobInputProperty
Remarks
Currently endponts are supported for input for model quality monitoring jobs.
ExampleMetadata: fixture=_generated
Examples
// The code below shows an example of how to instantiate this type.
// The values are placeholders you should change.
using Amazon.CDK.AWS.Sagemaker;
var json;
var modelQualityJobInputProperty = new ModelQualityJobInputProperty {
GroundTruthS3Input = new MonitoringGroundTruthS3InputProperty {
S3Uri = "s3Uri"
},
// the properties below are optional
BatchTransformInput = new BatchTransformInputProperty {
DataCapturedDestinationS3Uri = "dataCapturedDestinationS3Uri",
DatasetFormat = new DatasetFormatProperty {
Csv = new CsvProperty {
Header = false
},
Json = json,
Parquet = false
},
LocalPath = "localPath",
// the properties below are optional
EndTimeOffset = "endTimeOffset",
InferenceAttribute = "inferenceAttribute",
ProbabilityAttribute = "probabilityAttribute",
ProbabilityThresholdAttribute = 123,
S3DataDistributionType = "s3DataDistributionType",
S3InputMode = "s3InputMode",
StartTimeOffset = "startTimeOffset"
},
EndpointInput = new EndpointInputProperty {
EndpointName = "endpointName",
LocalPath = "localPath",
// the properties below are optional
EndTimeOffset = "endTimeOffset",
InferenceAttribute = "inferenceAttribute",
ProbabilityAttribute = "probabilityAttribute",
ProbabilityThresholdAttribute = 123,
S3DataDistributionType = "s3DataDistributionType",
S3InputMode = "s3InputMode",
StartTimeOffset = "startTimeOffset"
}
};
Synopsis
Properties
BatchTransformInput |
|
EndpointInput | Input object for the endpoint. |
GroundTruthS3Input | The ground truth label provided for the model. |
Properties
BatchTransformInput
CfnModelQualityJobDefinition.ModelQualityJobInputProperty.BatchTransformInput
.
virtual object BatchTransformInput { get; }
Property Value
System.Object
Remarks
EndpointInput
Input object for the endpoint.
virtual object EndpointInput { get; }
Property Value
System.Object
Remarks
GroundTruthS3Input
The ground truth label provided for the model.
object GroundTruthS3Input { get; }
Property Value
System.Object