Class SolutionConfig

java.lang.Object
software.amazon.awssdk.services.personalize.model.SolutionConfig
All Implemented Interfaces:
Serializable, SdkPojo, ToCopyableBuilder<SolutionConfig.Builder,SolutionConfig>
@Generated("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:

  • Method Details

    • 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 algorithm hyperparameters and their values.

      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 algorithm hyperparameters and their values.

    • 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.

    • trainingDataConfig

      public final TrainingDataConfig trainingDataConfig()

      Specifies the training data configuration to use when creating a custom solution version (trained model).

      Returns:
      Specifies the training data configuration to use when creating a custom solution version (trained model).

    • autoTrainingConfig

      public final AutoTrainingConfig autoTrainingConfig()

      Specifies the automatic training configuration to use.

      Returns:
      Specifies the automatic training configuration to use.

    • toBuilder

      public SolutionConfig.Builder toBuilder()
      Description copied from interface: ToCopyableBuilder
      Take this object and create a builder that contains all of the current property values of this object.
      Specified by:
      toBuilder in interface ToCopyableBuilder<SolutionConfig.Builder,SolutionConfig>
      Returns:
      a builder for type T

    • 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)
      Description copied from interface: SdkPojo
      Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in an SdkPojo class, and is generated based on a service model.

      If an SdkPojo class does not have any inherited fields, equalsBySdkFields and equals are essentially the same.

      Specified by:
      equalsBySdkFields in interface SdkPojo
      Parameters:
      obj - the object to be compared with
      Returns:
      true if the other object equals to this object by sdk fields, false otherwise.

    • 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
      Returns:
      List of SdkField in this POJO. May be empty list but should never be null.