Package software.amazon.awscdk.services.sagemaker

Interface CfnModelBiasJobDefinition.ModelBiasJobInputProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnModelBiasJobDefinition.ModelBiasJobInputProperty.Jsii$Proxy

Enclosing class:

CfnModelBiasJobDefinition

@Stability(Stable)
public static interface CfnModelBiasJobDefinition.ModelBiasJobInputProperty
extends software.amazon.jsii.JsiiSerializable

Inputs for the model bias job.

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.*;
 ModelBiasJobInputProperty modelBiasJobInputProperty = ModelBiasJobInputProperty.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")
                 .featuresAttribute("featuresAttribute")
                 .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")
                 .featuresAttribute("featuresAttribute")
                 .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-modelbiasjobdefinition-modelbiasjobinput.html

Nested Class Summary

Nested Classes

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

Method Summary

Modifier and Type	Method	Description
static CfnModelBiasJobDefinition.ModelBiasJobInputProperty.Builder	builder()
default Object	getBatchTransformInput()	Input object for the batch transform job.
default Object	getEndpointInput()	Input object for the endpoint.
Object	getGroundTruthS3Input()	Location of ground truth labels to use in model bias job.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Details

getGroundTruthS3Input

@Stability(Stable)
@NotNull
Object getGroundTruthS3Input()

Location of ground truth labels to use in model bias job.

Returns union: either IResolvable or CfnModelBiasJobDefinition.MonitoringGroundTruthS3InputProperty

See Also:

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

getBatchTransformInput

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

Input object for the batch transform job.

Returns union: either IResolvable or CfnModelBiasJobDefinition.BatchTransformInputProperty

See Also:

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

getEndpointInput

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

Input object for the endpoint.

Returns union: either IResolvable or CfnModelBiasJobDefinition.EndpointInputProperty

See Also:

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

builder

@Stability(Stable)
static CfnModelBiasJobDefinition.ModelBiasJobInputProperty.Builder builder()

Returns:

a CfnModelBiasJobDefinition.ModelBiasJobInputProperty.Builder of CfnModelBiasJobDefinition.ModelBiasJobInputProperty