HyperParameterAlgorithmSpecification.h

 
#pragma once
#include <aws/sagemaker/SageMaker_EXPORTS.h>
#include <aws/core/utils/memory/stl/AWSString.h>
#include <aws/sagemaker/model/TrainingInputMode.h>
#include <aws/core/utils/memory/stl/AWSVector.h>
#include <aws/sagemaker/model/MetricDefinition.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();
    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; }
    inline void SetTrainingImage(const Aws::String& value) { m_trainingImageHasBeenSet = true; m_trainingImage = value; }
    inline void SetTrainingImage(Aws::String&& value) { m_trainingImageHasBeenSet = true; m_trainingImage = std::move(value); }
    inline void SetTrainingImage(const char* value) { m_trainingImageHasBeenSet = true; m_trainingImage.assign(value); }
    inline HyperParameterAlgorithmSpecification& WithTrainingImage(const Aws::String& value) { SetTrainingImage(value); return *this;}
    inline HyperParameterAlgorithmSpecification& WithTrainingImage(Aws::String&& value) { SetTrainingImage(std::move(value)); return *this;}
    inline HyperParameterAlgorithmSpecification& WithTrainingImage(const char* value) { SetTrainingImage(value); return *this;}
 
    
    inline const TrainingInputMode& GetTrainingInputMode() const{ return m_trainingInputMode; }
    inline bool TrainingInputModeHasBeenSet() const { return m_trainingInputModeHasBeenSet; }
    inline void SetTrainingInputMode(const TrainingInputMode& value) { m_trainingInputModeHasBeenSet = true; m_trainingInputMode = value; }
    inline void SetTrainingInputMode(TrainingInputMode&& value) { m_trainingInputModeHasBeenSet = true; m_trainingInputMode = std::move(value); }
    inline HyperParameterAlgorithmSpecification& WithTrainingInputMode(const TrainingInputMode& value) { SetTrainingInputMode(value); return *this;}
    inline HyperParameterAlgorithmSpecification& WithTrainingInputMode(TrainingInputMode&& value) { SetTrainingInputMode(std::move(value)); return *this;}
 
 
    inline const Aws::String& GetAlgorithmName() const{ return m_algorithmName; }
    inline bool AlgorithmNameHasBeenSet() const { return m_algorithmNameHasBeenSet; }
    inline void SetAlgorithmName(const Aws::String& value) { m_algorithmNameHasBeenSet = true; m_algorithmName = value; }
    inline void SetAlgorithmName(Aws::String&& value) { m_algorithmNameHasBeenSet = true; m_algorithmName = std::move(value); }
    inline void SetAlgorithmName(const char* value) { m_algorithmNameHasBeenSet = true; m_algorithmName.assign(value); }
    inline HyperParameterAlgorithmSpecification& WithAlgorithmName(const Aws::String& value) { SetAlgorithmName(value); return *this;}
    inline HyperParameterAlgorithmSpecification& WithAlgorithmName(Aws::String&& value) { SetAlgorithmName(std::move(value)); return *this;}
    inline HyperParameterAlgorithmSpecification& WithAlgorithmName(const char* value) { SetAlgorithmName(value); return *this;}
 
 
    inline const Aws::Vector<MetricDefinition>& GetMetricDefinitions() const{ return m_metricDefinitions; }
    inline bool MetricDefinitionsHasBeenSet() const { return m_metricDefinitionsHasBeenSet; }
    inline void SetMetricDefinitions(const Aws::Vector<MetricDefinition>& value) { m_metricDefinitionsHasBeenSet = true; m_metricDefinitions = value; }
    inline void SetMetricDefinitions(Aws::Vector<MetricDefinition>&& value) { m_metricDefinitionsHasBeenSet = true; m_metricDefinitions = std::move(value); }
    inline HyperParameterAlgorithmSpecification& WithMetricDefinitions(const Aws::Vector<MetricDefinition>& value) { SetMetricDefinitions(value); return *this;}
    inline HyperParameterAlgorithmSpecification& WithMetricDefinitions(Aws::Vector<MetricDefinition>&& value) { SetMetricDefinitions(std::move(value)); return *this;}
    inline HyperParameterAlgorithmSpecification& AddMetricDefinitions(const MetricDefinition& value) { m_metricDefinitionsHasBeenSet = true; m_metricDefinitions.push_back(value); return *this; }
    inline HyperParameterAlgorithmSpecification& AddMetricDefinitions(MetricDefinition&& value) { m_metricDefinitionsHasBeenSet = true; m_metricDefinitions.push_back(std::move(value)); return *this; }
  private:
 
    Aws::String m_trainingImage;
    bool m_trainingImageHasBeenSet = false;
 
    TrainingInputMode m_trainingInputMode;
    bool m_trainingInputModeHasBeenSet = false;
 
    Aws::String m_algorithmName;
    bool m_algorithmNameHasBeenSet = false;
 
    Aws::Vector<MetricDefinition> m_metricDefinitions;
    bool m_metricDefinitionsHasBeenSet = false;
  };
 
} // namespace Model
} // namespace SageMaker
} // namespace Aws