com.amazonaws.services.sagemaker.model

Class ModelQualityBaselineConfig

java.lang.Object

com.amazonaws.services.sagemaker.model.ModelQualityBaselineConfig

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

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

Configuration for monitoring constraints and monitoring statistics. These baseline resources are compared against the results of the current job from the series of jobs scheduled to collect data periodically.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
ModelQualityBaselineConfig()

Method Summary

Modifier and Type	Method and Description
ModelQualityBaselineConfig	clone()
boolean	equals(Object obj)
String	getBaseliningJobName() The name of the job that performs baselining for the monitoring job.
MonitoringConstraintsResource	getConstraintsResource()
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setBaseliningJobName(String baseliningJobName) The name of the job that performs baselining for the monitoring job.
void	setConstraintsResource(MonitoringConstraintsResource constraintsResource)
String	toString() Returns a string representation of this object.
ModelQualityBaselineConfig	withBaseliningJobName(String baseliningJobName) The name of the job that performs baselining for the monitoring job.
ModelQualityBaselineConfig	withConstraintsResource(MonitoringConstraintsResource constraintsResource)

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

ModelQualityBaselineConfig

public ModelQualityBaselineConfig()

Method Detail

setBaseliningJobName

public void setBaseliningJobName(String baseliningJobName)

The name of the job that performs baselining for the monitoring job.

Parameters:

baseliningJobName - The name of the job that performs baselining for the monitoring job.

getBaseliningJobName

public String getBaseliningJobName()

The name of the job that performs baselining for the monitoring job.

Returns:

The name of the job that performs baselining for the monitoring job.

withBaseliningJobName

public ModelQualityBaselineConfig withBaseliningJobName(String baseliningJobName)

The name of the job that performs baselining for the monitoring job.

Parameters:

baseliningJobName - The name of the job that performs baselining for the monitoring job.

Returns:

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

setConstraintsResource

public void setConstraintsResource(MonitoringConstraintsResource constraintsResource)

Parameters:

constraintsResource -

getConstraintsResource

public MonitoringConstraintsResource getConstraintsResource()

Returns:

withConstraintsResource

public ModelQualityBaselineConfig withConstraintsResource(MonitoringConstraintsResource constraintsResource)

Parameters:

constraintsResource -

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 ModelQualityBaselineConfig 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.