software.amazon.awssdk.services.sagemaker.model

Class DriftCheckBias

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.DriftCheckBias

All Implemented Interfaces:

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

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

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

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	DriftCheckBias.Builder

Method Summary

Modifier and Type	Method and Description
static DriftCheckBias.Builder	builder()
FileSource	configFile() The bias config file for a model.
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
MetricsSource	postTrainingConstraints() The post-training constraints.
MetricsSource	preTrainingConstraints() The pre-training constraints.
List<SdkField<?>>	sdkFields()
static Class<? extends DriftCheckBias.Builder>	serializableBuilderClass()
DriftCheckBias.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

configFile

public final FileSource configFile()

The bias config file for a model.

Returns:

The bias config file for a model.

preTrainingConstraints

public final MetricsSource preTrainingConstraints()

The pre-training constraints.

Returns:

The pre-training constraints.

postTrainingConstraints

public final MetricsSource postTrainingConstraints()

The post-training constraints.

Returns:

The post-training constraints.

toBuilder

public DriftCheckBias.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<DriftCheckBias.Builder,DriftCheckBias>

builder

public static DriftCheckBias.Builder builder()

serializableBuilderClass

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

hashCode

public final int hashCode()

Overrides:

hashCode in class Object

equals

public final boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public final boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

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

sdkFields

public final List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo