/** * Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. * SPDX-License-Identifier: Apache-2.0. */ #pragma once #include #include #include #include #include namespace Aws { namespace Utils { namespace Json { class JsonValue; class JsonView; } // namespace Json } // namespace Utils namespace SageMaker { namespace Model { /** *

Defines the possible values for categorical, continuous, and integer * hyperparameters to be used by an algorithm.

See Also:

AWS * API Reference

*/ class ParameterRange { public: AWS_SAGEMAKER_API ParameterRange(); AWS_SAGEMAKER_API ParameterRange(Aws::Utils::Json::JsonView jsonValue); AWS_SAGEMAKER_API ParameterRange& operator=(Aws::Utils::Json::JsonView jsonValue); AWS_SAGEMAKER_API Aws::Utils::Json::JsonValue Jsonize() const; /** *

A IntegerParameterRangeSpecification object that defines the * possible values for an integer hyperparameter.

*/ inline const IntegerParameterRangeSpecification& GetIntegerParameterRangeSpecification() const{ return m_integerParameterRangeSpecification; } /** *

A IntegerParameterRangeSpecification object that defines the * possible values for an integer hyperparameter.

*/ inline bool IntegerParameterRangeSpecificationHasBeenSet() const { return m_integerParameterRangeSpecificationHasBeenSet; } /** *

A IntegerParameterRangeSpecification object that defines the * possible values for an integer hyperparameter.

*/ inline void SetIntegerParameterRangeSpecification(const IntegerParameterRangeSpecification& value) { m_integerParameterRangeSpecificationHasBeenSet = true; m_integerParameterRangeSpecification = value; } /** *

A IntegerParameterRangeSpecification object that defines the * possible values for an integer hyperparameter.

*/ inline void SetIntegerParameterRangeSpecification(IntegerParameterRangeSpecification&& value) { m_integerParameterRangeSpecificationHasBeenSet = true; m_integerParameterRangeSpecification = std::move(value); } /** *

A IntegerParameterRangeSpecification object that defines the * possible values for an integer hyperparameter.

*/ inline ParameterRange& WithIntegerParameterRangeSpecification(const IntegerParameterRangeSpecification& value) { SetIntegerParameterRangeSpecification(value); return *this;} /** *

A IntegerParameterRangeSpecification object that defines the * possible values for an integer hyperparameter.

*/ inline ParameterRange& WithIntegerParameterRangeSpecification(IntegerParameterRangeSpecification&& value) { SetIntegerParameterRangeSpecification(std::move(value)); return *this;} /** *

A ContinuousParameterRangeSpecification object that defines the * possible values for a continuous hyperparameter.

*/ inline const ContinuousParameterRangeSpecification& GetContinuousParameterRangeSpecification() const{ return m_continuousParameterRangeSpecification; } /** *

A ContinuousParameterRangeSpecification object that defines the * possible values for a continuous hyperparameter.

*/ inline bool ContinuousParameterRangeSpecificationHasBeenSet() const { return m_continuousParameterRangeSpecificationHasBeenSet; } /** *

A ContinuousParameterRangeSpecification object that defines the * possible values for a continuous hyperparameter.

*/ inline void SetContinuousParameterRangeSpecification(const ContinuousParameterRangeSpecification& value) { m_continuousParameterRangeSpecificationHasBeenSet = true; m_continuousParameterRangeSpecification = value; } /** *

A ContinuousParameterRangeSpecification object that defines the * possible values for a continuous hyperparameter.

*/ inline void SetContinuousParameterRangeSpecification(ContinuousParameterRangeSpecification&& value) { m_continuousParameterRangeSpecificationHasBeenSet = true; m_continuousParameterRangeSpecification = std::move(value); } /** *

A ContinuousParameterRangeSpecification object that defines the * possible values for a continuous hyperparameter.

*/ inline ParameterRange& WithContinuousParameterRangeSpecification(const ContinuousParameterRangeSpecification& value) { SetContinuousParameterRangeSpecification(value); return *this;} /** *

A ContinuousParameterRangeSpecification object that defines the * possible values for a continuous hyperparameter.

*/ inline ParameterRange& WithContinuousParameterRangeSpecification(ContinuousParameterRangeSpecification&& value) { SetContinuousParameterRangeSpecification(std::move(value)); return *this;} /** *

A CategoricalParameterRangeSpecification object that defines the * possible values for a categorical hyperparameter.

*/ inline const CategoricalParameterRangeSpecification& GetCategoricalParameterRangeSpecification() const{ return m_categoricalParameterRangeSpecification; } /** *

A CategoricalParameterRangeSpecification object that defines the * possible values for a categorical hyperparameter.

*/ inline bool CategoricalParameterRangeSpecificationHasBeenSet() const { return m_categoricalParameterRangeSpecificationHasBeenSet; } /** *

A CategoricalParameterRangeSpecification object that defines the * possible values for a categorical hyperparameter.

*/ inline void SetCategoricalParameterRangeSpecification(const CategoricalParameterRangeSpecification& value) { m_categoricalParameterRangeSpecificationHasBeenSet = true; m_categoricalParameterRangeSpecification = value; } /** *

A CategoricalParameterRangeSpecification object that defines the * possible values for a categorical hyperparameter.

*/ inline void SetCategoricalParameterRangeSpecification(CategoricalParameterRangeSpecification&& value) { m_categoricalParameterRangeSpecificationHasBeenSet = true; m_categoricalParameterRangeSpecification = std::move(value); } /** *

A CategoricalParameterRangeSpecification object that defines the * possible values for a categorical hyperparameter.

*/ inline ParameterRange& WithCategoricalParameterRangeSpecification(const CategoricalParameterRangeSpecification& value) { SetCategoricalParameterRangeSpecification(value); return *this;} /** *

A CategoricalParameterRangeSpecification object that defines the * possible values for a categorical hyperparameter.

*/ inline ParameterRange& WithCategoricalParameterRangeSpecification(CategoricalParameterRangeSpecification&& value) { SetCategoricalParameterRangeSpecification(std::move(value)); return *this;} private: IntegerParameterRangeSpecification m_integerParameterRangeSpecification; bool m_integerParameterRangeSpecificationHasBeenSet = false; ContinuousParameterRangeSpecification m_continuousParameterRangeSpecification; bool m_continuousParameterRangeSpecificationHasBeenSet = false; CategoricalParameterRangeSpecification m_categoricalParameterRangeSpecification; bool m_categoricalParameterRangeSpecificationHasBeenSet = false; }; } // namespace Model } // namespace SageMaker } // namespace Aws