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();
 
    // 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; }
    inline void SetHyperParameterTuningJobName(const Aws::String& value) { m_hyperParameterTuningJobNameHasBeenSet = true; m_hyperParameterTuningJobName = value; }
    inline void SetHyperParameterTuningJobName(Aws::String&& value) { m_hyperParameterTuningJobNameHasBeenSet = true; m_hyperParameterTuningJobName = std::move(value); }
    inline void SetHyperParameterTuningJobName(const char* value) { m_hyperParameterTuningJobNameHasBeenSet = true; m_hyperParameterTuningJobName.assign(value); }
    inline CreateHyperParameterTuningJobRequest& WithHyperParameterTuningJobName(const Aws::String& value) { SetHyperParameterTuningJobName(value); return *this;}
    inline CreateHyperParameterTuningJobRequest& WithHyperParameterTuningJobName(Aws::String&& value) { SetHyperParameterTuningJobName(std::move(value)); return *this;}
    inline CreateHyperParameterTuningJobRequest& WithHyperParameterTuningJobName(const char* value) { SetHyperParameterTuningJobName(value); return *this;}
 
 
    inline const HyperParameterTuningJobConfig& GetHyperParameterTuningJobConfig() const{ return m_hyperParameterTuningJobConfig; }
    inline bool HyperParameterTuningJobConfigHasBeenSet() const { return m_hyperParameterTuningJobConfigHasBeenSet; }
    inline void SetHyperParameterTuningJobConfig(const HyperParameterTuningJobConfig& value) { m_hyperParameterTuningJobConfigHasBeenSet = true; m_hyperParameterTuningJobConfig = value; }
    inline void SetHyperParameterTuningJobConfig(HyperParameterTuningJobConfig&& value) { m_hyperParameterTuningJobConfigHasBeenSet = true; m_hyperParameterTuningJobConfig = std::move(value); }
    inline CreateHyperParameterTuningJobRequest& WithHyperParameterTuningJobConfig(const HyperParameterTuningJobConfig& value) { SetHyperParameterTuningJobConfig(value); return *this;}
    inline CreateHyperParameterTuningJobRequest& WithHyperParameterTuningJobConfig(HyperParameterTuningJobConfig&& value) { SetHyperParameterTuningJobConfig(std::move(value)); return *this;}
 
 
    inline const HyperParameterTrainingJobDefinition& GetTrainingJobDefinition() const{ return m_trainingJobDefinition; }
    inline bool TrainingJobDefinitionHasBeenSet() const { return m_trainingJobDefinitionHasBeenSet; }
    inline void SetTrainingJobDefinition(const HyperParameterTrainingJobDefinition& value) { m_trainingJobDefinitionHasBeenSet = true; m_trainingJobDefinition = value; }
    inline void SetTrainingJobDefinition(HyperParameterTrainingJobDefinition&& value) { m_trainingJobDefinitionHasBeenSet = true; m_trainingJobDefinition = std::move(value); }
    inline CreateHyperParameterTuningJobRequest& WithTrainingJobDefinition(const HyperParameterTrainingJobDefinition& value) { SetTrainingJobDefinition(value); return *this;}
    inline CreateHyperParameterTuningJobRequest& WithTrainingJobDefinition(HyperParameterTrainingJobDefinition&& value) { SetTrainingJobDefinition(std::move(value)); return *this;}
 
 
    inline const Aws::Vector<HyperParameterTrainingJobDefinition>& GetTrainingJobDefinitions() const{ return m_trainingJobDefinitions; }
    inline bool TrainingJobDefinitionsHasBeenSet() const { return m_trainingJobDefinitionsHasBeenSet; }
    inline void SetTrainingJobDefinitions(const Aws::Vector<HyperParameterTrainingJobDefinition>& value) { m_trainingJobDefinitionsHasBeenSet = true; m_trainingJobDefinitions = value; }
    inline void SetTrainingJobDefinitions(Aws::Vector<HyperParameterTrainingJobDefinition>&& value) { m_trainingJobDefinitionsHasBeenSet = true; m_trainingJobDefinitions = std::move(value); }
    inline CreateHyperParameterTuningJobRequest& WithTrainingJobDefinitions(const Aws::Vector<HyperParameterTrainingJobDefinition>& value) { SetTrainingJobDefinitions(value); return *this;}
    inline CreateHyperParameterTuningJobRequest& WithTrainingJobDefinitions(Aws::Vector<HyperParameterTrainingJobDefinition>&& value) { SetTrainingJobDefinitions(std::move(value)); return *this;}
    inline CreateHyperParameterTuningJobRequest& AddTrainingJobDefinitions(const HyperParameterTrainingJobDefinition& value) { m_trainingJobDefinitionsHasBeenSet = true; m_trainingJobDefinitions.push_back(value); return *this; }
    inline CreateHyperParameterTuningJobRequest& AddTrainingJobDefinitions(HyperParameterTrainingJobDefinition&& value) { m_trainingJobDefinitionsHasBeenSet = true; m_trainingJobDefinitions.push_back(std::move(value)); return *this; }
 
 
    inline const HyperParameterTuningJobWarmStartConfig& GetWarmStartConfig() const{ return m_warmStartConfig; }
    inline bool WarmStartConfigHasBeenSet() const { return m_warmStartConfigHasBeenSet; }
    inline void SetWarmStartConfig(const HyperParameterTuningJobWarmStartConfig& value) { m_warmStartConfigHasBeenSet = true; m_warmStartConfig = value; }
    inline void SetWarmStartConfig(HyperParameterTuningJobWarmStartConfig&& value) { m_warmStartConfigHasBeenSet = true; m_warmStartConfig = std::move(value); }
    inline CreateHyperParameterTuningJobRequest& WithWarmStartConfig(const HyperParameterTuningJobWarmStartConfig& value) { SetWarmStartConfig(value); return *this;}
    inline CreateHyperParameterTuningJobRequest& WithWarmStartConfig(HyperParameterTuningJobWarmStartConfig&& value) { SetWarmStartConfig(std::move(value)); return *this;}
 
 
    inline const Aws::Vector<Tag>& GetTags() const{ return m_tags; }
    inline bool TagsHasBeenSet() const { return m_tagsHasBeenSet; }
    inline void SetTags(const Aws::Vector<Tag>& value) { m_tagsHasBeenSet = true; m_tags = value; }
    inline void SetTags(Aws::Vector<Tag>&& value) { m_tagsHasBeenSet = true; m_tags = std::move(value); }
    inline CreateHyperParameterTuningJobRequest& WithTags(const Aws::Vector<Tag>& value) { SetTags(value); return *this;}
    inline CreateHyperParameterTuningJobRequest& WithTags(Aws::Vector<Tag>&& value) { SetTags(std::move(value)); return *this;}
    inline CreateHyperParameterTuningJobRequest& AddTags(const Tag& value) { m_tagsHasBeenSet = true; m_tags.push_back(value); return *this; }
    inline CreateHyperParameterTuningJobRequest& AddTags(Tag&& value) { m_tagsHasBeenSet = true; m_tags.push_back(std::move(value)); return *this; }
 
 
    inline const Autotune& GetAutotune() const{ return m_autotune; }
    inline bool AutotuneHasBeenSet() const { return m_autotuneHasBeenSet; }
    inline void SetAutotune(const Autotune& value) { m_autotuneHasBeenSet = true; m_autotune = value; }
    inline void SetAutotune(Autotune&& value) { m_autotuneHasBeenSet = true; m_autotune = std::move(value); }
    inline CreateHyperParameterTuningJobRequest& WithAutotune(const Autotune& value) { SetAutotune(value); return *this;}
    inline CreateHyperParameterTuningJobRequest& WithAutotune(Autotune&& value) { SetAutotune(std::move(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