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 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 software.amazon.awscdk.services.sagemaker.*;
 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(JsonProperty.builder()
                                 .line(false)
                                 .build())
                         .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();
 

See Also:

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

Nested Class Summary

Nested Classes

Modifier and Type	Interface	Description
static final class	CfnModelQualityJobDefinition.ModelQualityJobInputProperty.Builder	A builder for CfnModelQualityJobDefinition.ModelQualityJobInputProperty
static final class	CfnModelQualityJobDefinition.ModelQualityJobInputProperty.Jsii$Proxy	An implementation for CfnModelQualityJobDefinition.ModelQualityJobInputProperty

Method Summary

Modifier and Type	Method	Description
static CfnModelQualityJobDefinition.ModelQualityJobInputProperty.Builder	builder()
default Object	getBatchTransformInput()	Input object for the batch transform job.
default Object	getEndpointInput()	Input object for the endpoint.
Object	getGroundTruthS3Input()	The ground truth label provided for the model.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Details

getGroundTruthS3Input

@Stability(Stable)
@NotNull
Object getGroundTruthS3Input()

The ground truth label provided for the model.

Returns union: either IResolvable or CfnModelQualityJobDefinition.MonitoringGroundTruthS3InputProperty

See Also:

• http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelqualityjobdefinition-modelqualityjobinput.html#cfn-sagemaker-modelqualityjobdefinition-modelqualityjobinput-groundtruths3input

getBatchTransformInput

@Stability(Stable)
@Nullable
default Object getBatchTransformInput()

Input object for the batch transform job.

Returns union: either IResolvable or CfnModelQualityJobDefinition.BatchTransformInputProperty

See Also:

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

getEndpointInput

@Stability(Stable)
@Nullable
default Object getEndpointInput()

Input object for the endpoint.

Returns union: either IResolvable or CfnModelQualityJobDefinition.EndpointInputProperty

See Also:

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

builder

@Stability(Stable)
static CfnModelQualityJobDefinition.ModelQualityJobInputProperty.Builder builder()

Returns:

a CfnModelQualityJobDefinition.ModelQualityJobInputProperty.Builder of CfnModelQualityJobDefinition.ModelQualityJobInputProperty