com.amazonaws.services.sagemaker.model

Class DriftCheckExplainability

java.lang.Object

com.amazonaws.services.sagemaker.model.DriftCheckExplainability

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class DriftCheckExplainability
extends Object
implements Serializable, Cloneable, StructuredPojo

Represents the drift check explainability baselines that can be used when the model monitor is set using the model package.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
DriftCheckExplainability()

Method Summary

Modifier and Type	Method and Description
DriftCheckExplainability	clone()
boolean	equals(Object obj)
FileSource	getConfigFile() The explainability config file for the model.
MetricsSource	getConstraints() The drift check explainability constraints.
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setConfigFile(FileSource configFile) The explainability config file for the model.
void	setConstraints(MetricsSource constraints) The drift check explainability constraints.
String	toString() Returns a string representation of this object.
DriftCheckExplainability	withConfigFile(FileSource configFile) The explainability config file for the model.
DriftCheckExplainability	withConstraints(MetricsSource constraints) The drift check explainability constraints.

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

DriftCheckExplainability

public DriftCheckExplainability()

Method Detail

setConstraints

public void setConstraints(MetricsSource constraints)

The drift check explainability constraints.

Parameters:

constraints - The drift check explainability constraints.

getConstraints

public MetricsSource getConstraints()

The drift check explainability constraints.

Returns:

The drift check explainability constraints.

withConstraints

public DriftCheckExplainability withConstraints(MetricsSource constraints)

The drift check explainability constraints.

Parameters:

constraints - The drift check explainability constraints.

Returns:

Returns a reference to this object so that method calls can be chained together.

setConfigFile

public void setConfigFile(FileSource configFile)

The explainability config file for the model.

Parameters:

configFile - The explainability config file for the model.

getConfigFile

public FileSource getConfigFile()

The explainability config file for the model.

Returns:

The explainability config file for the model.

withConfigFile

public DriftCheckExplainability withConfigFile(FileSource configFile)

The explainability config file for the model.

Parameters:

configFile - The explainability config file for the model.

Returns:

Returns a reference to this object so that method calls can be chained together.

toString

public String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

Returns:

A string representation of this object.

See Also:

Object.toString()

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

clone

public DriftCheckExplainability clone()

Overrides:

clone in class Object

marshall

public void marshall(ProtocolMarshaller protocolMarshaller)

Description copied from interface: StructuredPojo

Marshalls this structured data using the given ProtocolMarshaller.

Specified by:

marshall in interface StructuredPojo

Parameters:

protocolMarshaller - Implementation of ProtocolMarshaller used to marshall this object's data.