CreateHyperParameterTuningJobRequest.h

 
#pragma once
#include <aws/sagemaker/SageMaker_EXPORTS.h>
#include <aws/sagemaker/SageMakerRequest.h>
#include <aws/core/utils/memory/stl/AWSString.h>
#include <aws/sagemaker/model/HyperParameterTuningJobConfig.h>
#include <aws/sagemaker/model/HyperParameterTrainingJobDefinition.h>
#include <aws/core/utils/memory/stl/AWSVector.h>
#include <aws/sagemaker/model/HyperParameterTuningJobWarmStartConfig.h>
#include <aws/sagemaker/model/Autotune.h>
#include <aws/sagemaker/model/Tag.h>
#include <utility>
 
namespace Aws
{
namespace SageMaker
{
namespace Model
{
 
  class CreateHyperParameterTuningJobRequest : public SageMakerRequest
  {
  public:
    AWS_SAGEMAKER_API CreateHyperParameterTuningJobRequest() = default;
 
    // Service request name is the Operation name which will send this request out,
    // each operation should has unique request name, so that we can get operation's name from this request.
    // Note: this is not true for response, multiple operations may have the same response name,
    // so we can not get operation's name from response.
    inline virtual const char* GetServiceRequestName() const override { return "CreateHyperParameterTuningJob"; }
 
    AWS_SAGEMAKER_API Aws::String SerializePayload() const override;
 
    AWS_SAGEMAKER_API Aws::Http::HeaderValueCollection GetRequestSpecificHeaders() const override;
 
 
 
    inline const Aws::String& GetHyperParameterTuningJobName() const { return m_hyperParameterTuningJobName; }
    inline bool HyperParameterTuningJobNameHasBeenSet() const { return m_hyperParameterTuningJobNameHasBeenSet; }
    template<typename HyperParameterTuningJobNameT = Aws::String>
    void SetHyperParameterTuningJobName(HyperParameterTuningJobNameT&& value) { m_hyperParameterTuningJobNameHasBeenSet = true; m_hyperParameterTuningJobName = std::forward<HyperParameterTuningJobNameT>(value); }
    template<typename HyperParameterTuningJobNameT = Aws::String>
    CreateHyperParameterTuningJobRequest& WithHyperParameterTuningJobName(HyperParameterTuningJobNameT&& value) { SetHyperParameterTuningJobName(std::forward<HyperParameterTuningJobNameT>(value)); return *this;}
 
 
    inline const HyperParameterTuningJobConfig& GetHyperParameterTuningJobConfig() const { return m_hyperParameterTuningJobConfig; }
    inline bool HyperParameterTuningJobConfigHasBeenSet() const { return m_hyperParameterTuningJobConfigHasBeenSet; }
    template<typename HyperParameterTuningJobConfigT = HyperParameterTuningJobConfig>
    void SetHyperParameterTuningJobConfig(HyperParameterTuningJobConfigT&& value) { m_hyperParameterTuningJobConfigHasBeenSet = true; m_hyperParameterTuningJobConfig = std::forward<HyperParameterTuningJobConfigT>(value); }
    template<typename HyperParameterTuningJobConfigT = HyperParameterTuningJobConfig>
    CreateHyperParameterTuningJobRequest& WithHyperParameterTuningJobConfig(HyperParameterTuningJobConfigT&& value) { SetHyperParameterTuningJobConfig(std::forward<HyperParameterTuningJobConfigT>(value)); return *this;}
 
 
    inline const HyperParameterTrainingJobDefinition& GetTrainingJobDefinition() const { return m_trainingJobDefinition; }
    inline bool TrainingJobDefinitionHasBeenSet() const { return m_trainingJobDefinitionHasBeenSet; }
    template<typename TrainingJobDefinitionT = HyperParameterTrainingJobDefinition>
    void SetTrainingJobDefinition(TrainingJobDefinitionT&& value) { m_trainingJobDefinitionHasBeenSet = true; m_trainingJobDefinition = std::forward<TrainingJobDefinitionT>(value); }
    template<typename TrainingJobDefinitionT = HyperParameterTrainingJobDefinition>
    CreateHyperParameterTuningJobRequest& WithTrainingJobDefinition(TrainingJobDefinitionT&& value) { SetTrainingJobDefinition(std::forward<TrainingJobDefinitionT>(value)); return *this;}
 
 
    inline const Aws::Vector<HyperParameterTrainingJobDefinition>& GetTrainingJobDefinitions() const { return m_trainingJobDefinitions; }
    inline bool TrainingJobDefinitionsHasBeenSet() const { return m_trainingJobDefinitionsHasBeenSet; }
    template<typename TrainingJobDefinitionsT = Aws::Vector<HyperParameterTrainingJobDefinition>>
    void SetTrainingJobDefinitions(TrainingJobDefinitionsT&& value) { m_trainingJobDefinitionsHasBeenSet = true; m_trainingJobDefinitions = std::forward<TrainingJobDefinitionsT>(value); }
    template<typename TrainingJobDefinitionsT = Aws::Vector<HyperParameterTrainingJobDefinition>>
    CreateHyperParameterTuningJobRequest& WithTrainingJobDefinitions(TrainingJobDefinitionsT&& value) { SetTrainingJobDefinitions(std::forward<TrainingJobDefinitionsT>(value)); return *this;}
    template<typename TrainingJobDefinitionsT = HyperParameterTrainingJobDefinition>
    CreateHyperParameterTuningJobRequest& AddTrainingJobDefinitions(TrainingJobDefinitionsT&& value) { m_trainingJobDefinitionsHasBeenSet = true; m_trainingJobDefinitions.emplace_back(std::forward<TrainingJobDefinitionsT>(value)); return *this; }
 
 
    inline const HyperParameterTuningJobWarmStartConfig& GetWarmStartConfig() const { return m_warmStartConfig; }
    inline bool WarmStartConfigHasBeenSet() const { return m_warmStartConfigHasBeenSet; }
    template<typename WarmStartConfigT = HyperParameterTuningJobWarmStartConfig>
    void SetWarmStartConfig(WarmStartConfigT&& value) { m_warmStartConfigHasBeenSet = true; m_warmStartConfig = std::forward<WarmStartConfigT>(value); }
    template<typename WarmStartConfigT = HyperParameterTuningJobWarmStartConfig>
    CreateHyperParameterTuningJobRequest& WithWarmStartConfig(WarmStartConfigT&& value) { SetWarmStartConfig(std::forward<WarmStartConfigT>(value)); return *this;}
 
 
    inline const Aws::Vector<Tag>& GetTags() const { return m_tags; }
    inline bool TagsHasBeenSet() const { return m_tagsHasBeenSet; }
    template<typename TagsT = Aws::Vector<Tag>>
    void SetTags(TagsT&& value) { m_tagsHasBeenSet = true; m_tags = std::forward<TagsT>(value); }
    template<typename TagsT = Aws::Vector<Tag>>
    CreateHyperParameterTuningJobRequest& WithTags(TagsT&& value) { SetTags(std::forward<TagsT>(value)); return *this;}
    template<typename TagsT = Tag>
    CreateHyperParameterTuningJobRequest& AddTags(TagsT&& value) { m_tagsHasBeenSet = true; m_tags.emplace_back(std::forward<TagsT>(value)); return *this; }
 
 
    inline const Autotune& GetAutotune() const { return m_autotune; }
    inline bool AutotuneHasBeenSet() const { return m_autotuneHasBeenSet; }
    template<typename AutotuneT = Autotune>
    void SetAutotune(AutotuneT&& value) { m_autotuneHasBeenSet = true; m_autotune = std::forward<AutotuneT>(value); }
    template<typename AutotuneT = Autotune>
    CreateHyperParameterTuningJobRequest& WithAutotune(AutotuneT&& value) { SetAutotune(std::forward<AutotuneT>(value)); return *this;}
  private:
 
    Aws::String m_hyperParameterTuningJobName;
    bool m_hyperParameterTuningJobNameHasBeenSet = false;
 
    HyperParameterTuningJobConfig m_hyperParameterTuningJobConfig;
    bool m_hyperParameterTuningJobConfigHasBeenSet = false;
 
    HyperParameterTrainingJobDefinition m_trainingJobDefinition;
    bool m_trainingJobDefinitionHasBeenSet = false;
 
    Aws::Vector<HyperParameterTrainingJobDefinition> m_trainingJobDefinitions;
    bool m_trainingJobDefinitionsHasBeenSet = false;
 
    HyperParameterTuningJobWarmStartConfig m_warmStartConfig;
    bool m_warmStartConfigHasBeenSet = false;
 
    Aws::Vector<Tag> m_tags;
    bool m_tagsHasBeenSet = false;
 
    Autotune m_autotune;
    bool m_autotuneHasBeenSet = false;
  };
 
} // namespace Model
} // namespace SageMaker
} // namespace Aws