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.

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityjobinput.html

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	`CfnModelQualityJobDefinition.ModelQualityJobInputProperty.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

Link: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityjobinput.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjobinput-batchtransforminput

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