com.amazonaws.services.sagemaker.model

Class MonitoringBaselineConfig

java.lang.Object

com.amazonaws.services.sagemaker.model.MonitoringBaselineConfig

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class MonitoringBaselineConfig
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
MonitoringBaselineConfig()

Method Summary

Modifier and Type	Method and Description
MonitoringBaselineConfig	clone()
boolean	equals(Object obj)
String	getBaseliningJobName() The name of the job that performs baselining for the monitoring job.
MonitoringConstraintsResource	getConstraintsResource() The baseline constraint file in Amazon S3 that the current monitoring job should validated against.
MonitoringStatisticsResource	getStatisticsResource() The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.
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) The baseline constraint file in Amazon S3 that the current monitoring job should validated against.
void	setStatisticsResource(MonitoringStatisticsResource statisticsResource) The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.
String	toString() Returns a string representation of this object.
MonitoringBaselineConfig	withBaseliningJobName(String baseliningJobName) The name of the job that performs baselining for the monitoring job.
MonitoringBaselineConfig	withConstraintsResource(MonitoringConstraintsResource constraintsResource) The baseline constraint file in Amazon S3 that the current monitoring job should validated against.
MonitoringBaselineConfig	withStatisticsResource(MonitoringStatisticsResource statisticsResource) The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

MonitoringBaselineConfig

public MonitoringBaselineConfig()

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 MonitoringBaselineConfig 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)

The baseline constraint file in Amazon S3 that the current monitoring job should validated against.

Parameters:

constraintsResource - The baseline constraint file in Amazon S3 that the current monitoring job should validated against.

getConstraintsResource

public MonitoringConstraintsResource getConstraintsResource()

The baseline constraint file in Amazon S3 that the current monitoring job should validated against.

Returns:

The baseline constraint file in Amazon S3 that the current monitoring job should validated against.

withConstraintsResource

public MonitoringBaselineConfig withConstraintsResource(MonitoringConstraintsResource constraintsResource)

The baseline constraint file in Amazon S3 that the current monitoring job should validated against.

Parameters:

constraintsResource - The baseline constraint file in Amazon S3 that the current monitoring job should validated against.

Returns:

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

setStatisticsResource

public void setStatisticsResource(MonitoringStatisticsResource statisticsResource)

The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

Parameters:

statisticsResource - The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

getStatisticsResource

public MonitoringStatisticsResource getStatisticsResource()

The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

Returns:

The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

withStatisticsResource

public MonitoringBaselineConfig withStatisticsResource(MonitoringStatisticsResource statisticsResource)

The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

Parameters:

statisticsResource - The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.

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 MonitoringBaselineConfig 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.