software.amazon.awssdk.services.personalize.model

Class SolutionConfig

java.lang.Object

software.amazon.awssdk.services.personalize.model.SolutionConfig

All Implemented Interfaces:

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

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

Describes the configuration properties for the solution.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static interface	SolutionConfig.Builder

Method Summary

Modifier and Type	Method and Description
Map<String,String>	algorithmHyperParameters() Lists the hyperparameter names and ranges.
AutoMLConfig	autoMLConfig() The AutoMLConfig object containing a list of recipes to search when AutoML is performed.
static SolutionConfig.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
String	eventValueThreshold() Only events with a value greater than or equal to this threshold are used for training a model.
Map<String,String>	featureTransformationParameters() Lists the feature transformation parameters.
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
boolean	hasAlgorithmHyperParameters() For responses, this returns true if the service returned a value for the AlgorithmHyperParameters property.
boolean	hasFeatureTransformationParameters() For responses, this returns true if the service returned a value for the FeatureTransformationParameters property.
int	hashCode()
HPOConfig	hpoConfig() Describes the properties for hyperparameter optimization (HPO).
OptimizationObjective	optimizationObjective() Describes the additional objective for the solution, such as maximizing streaming minutes or increasing revenue.
List<SdkField<?>>	sdkFields()
static Class<? extends SolutionConfig.Builder>	serializableBuilderClass()
SolutionConfig.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

eventValueThreshold

public final String eventValueThreshold()

Only events with a value greater than or equal to this threshold are used for training a model.

Returns:

Only events with a value greater than or equal to this threshold are used for training a model.

hpoConfig

public final HPOConfig hpoConfig()

Describes the properties for hyperparameter optimization (HPO).

Returns:

Describes the properties for hyperparameter optimization (HPO).

hasAlgorithmHyperParameters

public final boolean hasAlgorithmHyperParameters()

For responses, this returns true if the service returned a value for the AlgorithmHyperParameters 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.

algorithmHyperParameters

public final Map<String,String> algorithmHyperParameters()

Lists the hyperparameter names and ranges.

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 hasAlgorithmHyperParameters() method.

Returns:

Lists the hyperparameter names and ranges.

hasFeatureTransformationParameters

public final boolean hasFeatureTransformationParameters()

For responses, this returns true if the service returned a value for the FeatureTransformationParameters 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.

featureTransformationParameters

public final Map<String,String> featureTransformationParameters()

Lists the feature transformation parameters.

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 hasFeatureTransformationParameters() method.

Returns:

Lists the feature transformation parameters.

autoMLConfig

public final AutoMLConfig autoMLConfig()

The AutoMLConfig object containing a list of recipes to search when AutoML is performed.

Returns:

The AutoMLConfig object containing a list of recipes to search when AutoML is performed.

optimizationObjective

public final OptimizationObjective optimizationObjective()

Describes the additional objective for the solution, such as maximizing streaming minutes or increasing revenue. For more information see Optimizing a solution.

Returns:

Describes the additional objective for the solution, such as maximizing streaming minutes or increasing revenue. For more information see Optimizing a solution.

toBuilder

public SolutionConfig.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<SolutionConfig.Builder,SolutionConfig>

builder

public static SolutionConfig.Builder builder()

serializableBuilderClass

public static Class<? extends SolutionConfig.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