HyperParameterAlgorithmSpecification.h

 
#pragma once
#include <aws/core/utils/memory/stl/AWSString.h>
#include <aws/core/utils/memory/stl/AWSVector.h>
#include <aws/sagemaker/SageMaker_EXPORTS.h>
#include <aws/sagemaker/model/MetricDefinition.h>
#include <aws/sagemaker/model/TrainingInputMode.h>
 
#include <utility>
 
namespace Aws {
namespace Utils {
namespace Json {
class JsonValue;
class JsonView;
}  // namespace Json
}  // namespace Utils
namespace SageMaker {
namespace Model {
 
class HyperParameterAlgorithmSpecification {
 public:
  AWS_SAGEMAKER_API HyperParameterAlgorithmSpecification() = default;
  AWS_SAGEMAKER_API HyperParameterAlgorithmSpecification(Aws::Utils::Json::JsonView jsonValue);
  AWS_SAGEMAKER_API HyperParameterAlgorithmSpecification& operator=(Aws::Utils::Json::JsonView jsonValue);
  AWS_SAGEMAKER_API Aws::Utils::Json::JsonValue Jsonize() const;
 
 
  inline const Aws::String& GetTrainingImage() const { return m_trainingImage; }
  inline bool TrainingImageHasBeenSet() const { return m_trainingImageHasBeenSet; }
  template <typename TrainingImageT = Aws::String>
  void SetTrainingImage(TrainingImageT&& value) {
    m_trainingImageHasBeenSet = true;
    m_trainingImage = std::forward<TrainingImageT>(value);
  }
  template <typename TrainingImageT = Aws::String>
  HyperParameterAlgorithmSpecification& WithTrainingImage(TrainingImageT&& value) {
    SetTrainingImage(std::forward<TrainingImageT>(value));
    return *this;
  }
 
 
  inline TrainingInputMode GetTrainingInputMode() const { return m_trainingInputMode; }
  inline bool TrainingInputModeHasBeenSet() const { return m_trainingInputModeHasBeenSet; }
  inline void SetTrainingInputMode(TrainingInputMode value) {
    m_trainingInputModeHasBeenSet = true;
    m_trainingInputMode = value;
  }
  inline HyperParameterAlgorithmSpecification& WithTrainingInputMode(TrainingInputMode value) {
    SetTrainingInputMode(value);
    return *this;
  }
 
 
  inline const Aws::String& GetAlgorithmName() const { return m_algorithmName; }
  inline bool AlgorithmNameHasBeenSet() const { return m_algorithmNameHasBeenSet; }
  template <typename AlgorithmNameT = Aws::String>
  void SetAlgorithmName(AlgorithmNameT&& value) {
    m_algorithmNameHasBeenSet = true;
    m_algorithmName = std::forward<AlgorithmNameT>(value);
  }
  template <typename AlgorithmNameT = Aws::String>
  HyperParameterAlgorithmSpecification& WithAlgorithmName(AlgorithmNameT&& value) {
    SetAlgorithmName(std::forward<AlgorithmNameT>(value));
    return *this;
  }
 
 
  inline const Aws::Vector<MetricDefinition>& GetMetricDefinitions() const { return m_metricDefinitions; }
  inline bool MetricDefinitionsHasBeenSet() const { return m_metricDefinitionsHasBeenSet; }
  template <typename MetricDefinitionsT = Aws::Vector<MetricDefinition>>
  void SetMetricDefinitions(MetricDefinitionsT&& value) {
    m_metricDefinitionsHasBeenSet = true;
    m_metricDefinitions = std::forward<MetricDefinitionsT>(value);
  }
  template <typename MetricDefinitionsT = Aws::Vector<MetricDefinition>>
  HyperParameterAlgorithmSpecification& WithMetricDefinitions(MetricDefinitionsT&& value) {
    SetMetricDefinitions(std::forward<MetricDefinitionsT>(value));
    return *this;
  }
  template <typename MetricDefinitionsT = MetricDefinition>
  HyperParameterAlgorithmSpecification& AddMetricDefinitions(MetricDefinitionsT&& value) {
    m_metricDefinitionsHasBeenSet = true;
    m_metricDefinitions.emplace_back(std::forward<MetricDefinitionsT>(value));
    return *this;
  }
 private:
  Aws::String m_trainingImage;
 
  TrainingInputMode m_trainingInputMode{TrainingInputMode::NOT_SET};
 
  Aws::String m_algorithmName;
 
  Aws::Vector<MetricDefinition> m_metricDefinitions;
  bool m_trainingImageHasBeenSet = false;
  bool m_trainingInputModeHasBeenSet = false;
  bool m_algorithmNameHasBeenSet = false;
  bool m_metricDefinitionsHasBeenSet = false;
};
 
}  // namespace Model
}  // namespace SageMaker
}  // namespace Aws