Package software.amazon.awssdk.services.personalize.model

Class AutoMLConfig

java.lang.Object

software.amazon.awssdk.services.personalize.model.AutoMLConfig

All Implemented Interfaces:

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

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

When the solution performs AutoML (performAutoML is true in CreateSolution), Amazon Personalize determines which recipe, from the specified list, optimizes the given metric. Amazon Personalize then uses that recipe for the solution.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	AutoMLConfig.Builder

Method Summary

Modifier and Type	Method	Description
static AutoMLConfig.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
boolean	hasRecipeList()	For responses, this returns true if the service returned a value for the RecipeList property.
String	metricName()	The metric to optimize.
List<String>	recipeList()	The list of candidate recipes.
Map<String,SdkField<?>>	sdkFieldNameToField()
List<SdkField<?>>	sdkFields()
static Class<? extends AutoMLConfig.Builder>	serializableBuilderClass()
AutoMLConfig.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

metricName

public final String metricName()

The metric to optimize.

Returns:

The metric to optimize.

hasRecipeList

public final boolean hasRecipeList()

For responses, this returns true if the service returned a value for the RecipeList property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.

recipeList

public final List<String> recipeList()

The list of candidate recipes.

Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasRecipeList() method.

Returns:

The list of candidate recipes.

toBuilder

public AutoMLConfig.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<AutoMLConfig.Builder,AutoMLConfig>

builder

public static AutoMLConfig.Builder builder()

serializableBuilderClass

public static Class<? extends AutoMLConfig.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