Package software.amazon.awscdk.cfnpropertymixins.services.sagemaker

Class CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder

java.lang.Object

software.amazon.awscdk.cfnpropertymixins.services.sagemaker.CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder

All Implemented Interfaces:

software.amazon.jsii.Builder<CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty>

Enclosing interface:

CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty

@Stability(Stable)
public static final class CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder
extends Object
implements software.amazon.jsii.Builder<CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty>

A builder for CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty

Constructor Summary

Constructors

Constructor	Description
Builder()

Method Summary

Modifier and Type	Method	Description
CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty	build()	Builds the configured instance.
CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder	endpointName(String endpointName)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.getEndpointName()
CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder	featuresAttribute(String featuresAttribute)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.getFeaturesAttribute()
CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder	inferenceAttribute(String inferenceAttribute)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.getInferenceAttribute()
CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder	localPath(String localPath)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.getLocalPath()
CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder	probabilityAttribute(String probabilityAttribute)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.getProbabilityAttribute()
CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder	s3DataDistributionType(String s3DataDistributionType)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.getS3DataDistributionType()
CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder	s3InputMode(String s3InputMode)	Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.getS3InputMode()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

Builder

public Builder()

Method Details

endpointName

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder endpointName(String endpointName)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.getEndpointName()

Parameters:

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

Returns:

this

featuresAttribute

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder featuresAttribute(String featuresAttribute)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.getFeaturesAttribute()

Parameters:

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

Returns:

this

inferenceAttribute

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder inferenceAttribute(String inferenceAttribute)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.getInferenceAttribute()

Parameters:

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

Returns:

this

localPath

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder localPath(String localPath)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.getLocalPath()

Parameters:

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

Returns:

this

probabilityAttribute

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder probabilityAttribute(String probabilityAttribute)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.getProbabilityAttribute()

Parameters:

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

Returns:

this

s3DataDistributionType

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder s3DataDistributionType(String s3DataDistributionType)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.getS3DataDistributionType()

Parameters:

s3DataDistributionType - Whether input data distributed in Amazon S3 is fully replicated or sharded by an Amazon S3 key. Defaults to FullyReplicated

Returns:

this

s3InputMode

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.Builder s3InputMode(String s3InputMode)

Sets the value of CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty.getS3InputMode()

Parameters:

s3InputMode - 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 .

Returns:

this

build

@Stability(Stable)
public CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty build()

Builds the configured instance.

Specified by:

build in interface software.amazon.jsii.Builder<CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty>

Returns:

a new instance of CfnModelExplainabilityJobDefinitionPropsMixin.EndpointInputProperty

Throws:

NullPointerException - if any required attribute was not provided