software.amazon.awssdk.services.sagemaker.model

Class MonitoringBaselineConfig

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.MonitoringBaselineConfig

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<MonitoringBaselineConfig.Builder,MonitoringBaselineConfig>

@Generated(value="software.amazon.awssdk:codegen")
public final class MonitoringBaselineConfig
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<MonitoringBaselineConfig.Builder,MonitoringBaselineConfig>

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:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	MonitoringBaselineConfig.Builder

Method Summary

Modifier and Type	Method and Description
String	baseliningJobName() The name of the job that performs baselining for the monitoring job.
static MonitoringBaselineConfig.Builder	builder()
MonitoringConstraintsResource	constraintsResource() The baseline constraint file in Amazon S3 that the current monitoring job should validated against.
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
List<SdkField<?>>	sdkFields()
static Class<? extends MonitoringBaselineConfig.Builder>	serializableBuilderClass()
MonitoringStatisticsResource	statisticsResource() The baseline statistics file in Amazon S3 that the current monitoring job should be validated against.
MonitoringBaselineConfig.Builder	toBuilder()
String	toString() Returns a string representation of this object.

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

baseliningJobName

public String baseliningJobName()

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.

constraintsResource

public MonitoringConstraintsResource constraintsResource()

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.

statisticsResource

public MonitoringStatisticsResource statisticsResource()

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.

toBuilder

public MonitoringBaselineConfig.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<MonitoringBaselineConfig.Builder,MonitoringBaselineConfig>

builder

public static MonitoringBaselineConfig.Builder builder()

serializableBuilderClass

public static Class<? extends MonitoringBaselineConfig.Builder> serializableBuilderClass()

hashCode

public int hashCode()

Overrides:

hashCode in class Object

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

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

getValueForField

public <T> Optional<T> getValueForField(String fieldName,
                                        Class<T> clazz)

sdkFields

public List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo