Package software.amazon.awssdk.services.sagemaker.model

Class DriftCheckExplainability

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.DriftCheckExplainability

All Implemented Interfaces:

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

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

Represents the drift check explainability 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	Description
static interface	DriftCheckExplainability.Builder

Method Summary

Modifier and Type	Method	Description
static DriftCheckExplainability.Builder	builder()
FileSource	configFile()	The explainability config file for the model.
MetricsSource	constraints()	The drift check explainability constraints.
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
Map<String,SdkField<?>>	sdkFieldNameToField()
List<SdkField<?>>	sdkFields()
static Class<? extends DriftCheckExplainability.Builder>	serializableBuilderClass()
DriftCheckExplainability.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

constraints

public final MetricsSource constraints()

The drift check explainability constraints.

Returns:

The drift check explainability constraints.

configFile

public final FileSource configFile()

The explainability config file for the model.

Returns:

The explainability config file for the model.

toBuilder

public DriftCheckExplainability.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<DriftCheckExplainability.Builder,DriftCheckExplainability>

builder

public static DriftCheckExplainability.Builder builder()

serializableBuilderClass

public static Class<? extends DriftCheckExplainability.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

sdkFieldNameToField

public final Map<String,SdkField<?>> sdkFieldNameToField()

Specified by:

sdkFieldNameToField in interface SdkPojo