software.amazon.awscdk.services.sagemaker

Interface CfnModelExplainabilityJobDefinition.EndpointInputProperty

All Known Implementing Classes:

CfnModelExplainabilityJobDefinition.EndpointInputProperty.Jsii$Proxy

Enclosing class:

CfnModelExplainabilityJobDefinition

public static interface CfnModelExplainabilityJobDefinition.EndpointInputProperty

Input object for the endpoint.

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.*;
 EndpointInputProperty endpointInputProperty = EndpointInputProperty.builder()
         .endpointName("endpointName")
         .localPath("localPath")
         // the properties below are optional
         .featuresAttribute("featuresAttribute")
         .inferenceAttribute("inferenceAttribute")
         .probabilityAttribute("probabilityAttribute")
         .s3DataDistributionType("s3DataDistributionType")
         .s3InputMode("s3InputMode")
         .build();
 

Nested Class Summary

Nested Classes

Modifier and Type	Interface and Description
static class	CfnModelExplainabilityJobDefinition.EndpointInputProperty.Builder A builder for CfnModelExplainabilityJobDefinition.EndpointInputProperty
static class	CfnModelExplainabilityJobDefinition.EndpointInputProperty.Jsii$Proxy An implementation for CfnModelExplainabilityJobDefinition.EndpointInputProperty

Method Summary

Modifier and Type	Method and Description
static CfnModelExplainabilityJobDefinition.EndpointInputProperty.Builder	builder()
java.lang.String	getEndpointName() An endpoint in customer's account which has enabled `DataCaptureConfig` enabled.
default java.lang.String	getFeaturesAttribute() The attributes of the input data that are the input features.
default java.lang.String	getInferenceAttribute() The attribute of the input data that represents the ground truth label.
java.lang.String	getLocalPath() Path to the filesystem where the endpoint data is available to the container.
default java.lang.String	getProbabilityAttribute() In a classification problem, the attribute that represents the class probability.
default java.lang.String	getS3DataDistributionType() Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key.
default java.lang.String	getS3InputMode() Whether the `Pipe` or `File` is used as the input mode for transferring data for the monitoring job.

Method Detail

getEndpointName

java.lang.String getEndpointName()

An endpoint in customer's account which has enabled `DataCaptureConfig` enabled.

getLocalPath

java.lang.String getLocalPath()

Path to the filesystem where the endpoint data is available to the container.

getFeaturesAttribute

default java.lang.String getFeaturesAttribute()

The attributes of the input data that are the input features.

getInferenceAttribute

default java.lang.String getInferenceAttribute()

The attribute of the input data that represents the ground truth label.

getProbabilityAttribute

default java.lang.String getProbabilityAttribute()

In a classification problem, the attribute that represents the class probability.

getS3DataDistributionType

default java.lang.String getS3DataDistributionType()

Whether input data distributed in Amazon S3 is fully replicated or sharded by an S3 key.

Defaults to FullyReplicated

getS3InputMode

default java.lang.String getS3InputMode()

Whether the `Pipe` or `File` is used as the input mode for transferring data for the monitoring job.

Pipe mode is recommended for large datasets. File mode is useful for small files that fit in memory. Defaults to File .

builder

static CfnModelExplainabilityJobDefinition.EndpointInputProperty.Builder builder()

Returns:

a CfnModelExplainabilityJobDefinition.EndpointInputProperty.Builder of CfnModelExplainabilityJobDefinition.EndpointInputProperty