HyperParameterTrainingJobSummary.h

 
#pragma once
#include <aws/sagemaker/SageMaker_EXPORTS.h>
#include <aws/core/utils/memory/stl/AWSString.h>
#include <aws/core/utils/DateTime.h>
#include <aws/sagemaker/model/TrainingJobStatus.h>
#include <aws/core/utils/memory/stl/AWSMap.h>
#include <aws/sagemaker/model/FinalHyperParameterTuningJobObjectiveMetric.h>
#include <aws/sagemaker/model/ObjectiveStatus.h>
#include <utility>
 
namespace Aws
{
namespace Utils
{
namespace Json
{
  class JsonValue;
  class JsonView;
} // namespace Json
} // namespace Utils
namespace SageMaker
{
namespace Model
{
 
  class HyperParameterTrainingJobSummary
  {
  public:
    AWS_SAGEMAKER_API HyperParameterTrainingJobSummary() = default;
    AWS_SAGEMAKER_API HyperParameterTrainingJobSummary(Aws::Utils::Json::JsonView jsonValue);
    AWS_SAGEMAKER_API HyperParameterTrainingJobSummary& operator=(Aws::Utils::Json::JsonView jsonValue);
    AWS_SAGEMAKER_API Aws::Utils::Json::JsonValue Jsonize() const;
 
 
 
    inline const Aws::String& GetTrainingJobDefinitionName() const { return m_trainingJobDefinitionName; }
    inline bool TrainingJobDefinitionNameHasBeenSet() const { return m_trainingJobDefinitionNameHasBeenSet; }
    template<typename TrainingJobDefinitionNameT = Aws::String>
    void SetTrainingJobDefinitionName(TrainingJobDefinitionNameT&& value) { m_trainingJobDefinitionNameHasBeenSet = true; m_trainingJobDefinitionName = std::forward<TrainingJobDefinitionNameT>(value); }
    template<typename TrainingJobDefinitionNameT = Aws::String>
    HyperParameterTrainingJobSummary& WithTrainingJobDefinitionName(TrainingJobDefinitionNameT&& value) { SetTrainingJobDefinitionName(std::forward<TrainingJobDefinitionNameT>(value)); return *this;}
 
 
    inline const Aws::String& GetTrainingJobName() const { return m_trainingJobName; }
    inline bool TrainingJobNameHasBeenSet() const { return m_trainingJobNameHasBeenSet; }
    template<typename TrainingJobNameT = Aws::String>
    void SetTrainingJobName(TrainingJobNameT&& value) { m_trainingJobNameHasBeenSet = true; m_trainingJobName = std::forward<TrainingJobNameT>(value); }
    template<typename TrainingJobNameT = Aws::String>
    HyperParameterTrainingJobSummary& WithTrainingJobName(TrainingJobNameT&& value) { SetTrainingJobName(std::forward<TrainingJobNameT>(value)); return *this;}
 
 
    inline const Aws::String& GetTrainingJobArn() const { return m_trainingJobArn; }
    inline bool TrainingJobArnHasBeenSet() const { return m_trainingJobArnHasBeenSet; }
    template<typename TrainingJobArnT = Aws::String>
    void SetTrainingJobArn(TrainingJobArnT&& value) { m_trainingJobArnHasBeenSet = true; m_trainingJobArn = std::forward<TrainingJobArnT>(value); }
    template<typename TrainingJobArnT = Aws::String>
    HyperParameterTrainingJobSummary& WithTrainingJobArn(TrainingJobArnT&& value) { SetTrainingJobArn(std::forward<TrainingJobArnT>(value)); return *this;}
 
 
    inline const Aws::String& GetTuningJobName() const { return m_tuningJobName; }
    inline bool TuningJobNameHasBeenSet() const { return m_tuningJobNameHasBeenSet; }
    template<typename TuningJobNameT = Aws::String>
    void SetTuningJobName(TuningJobNameT&& value) { m_tuningJobNameHasBeenSet = true; m_tuningJobName = std::forward<TuningJobNameT>(value); }
    template<typename TuningJobNameT = Aws::String>
    HyperParameterTrainingJobSummary& WithTuningJobName(TuningJobNameT&& value) { SetTuningJobName(std::forward<TuningJobNameT>(value)); return *this;}
 
 
    inline const Aws::Utils::DateTime& GetCreationTime() const { return m_creationTime; }
    inline bool CreationTimeHasBeenSet() const { return m_creationTimeHasBeenSet; }
    template<typename CreationTimeT = Aws::Utils::DateTime>
    void SetCreationTime(CreationTimeT&& value) { m_creationTimeHasBeenSet = true; m_creationTime = std::forward<CreationTimeT>(value); }
    template<typename CreationTimeT = Aws::Utils::DateTime>
    HyperParameterTrainingJobSummary& WithCreationTime(CreationTimeT&& value) { SetCreationTime(std::forward<CreationTimeT>(value)); return *this;}
 
 
    inline const Aws::Utils::DateTime& GetTrainingStartTime() const { return m_trainingStartTime; }
    inline bool TrainingStartTimeHasBeenSet() const { return m_trainingStartTimeHasBeenSet; }
    template<typename TrainingStartTimeT = Aws::Utils::DateTime>
    void SetTrainingStartTime(TrainingStartTimeT&& value) { m_trainingStartTimeHasBeenSet = true; m_trainingStartTime = std::forward<TrainingStartTimeT>(value); }
    template<typename TrainingStartTimeT = Aws::Utils::DateTime>
    HyperParameterTrainingJobSummary& WithTrainingStartTime(TrainingStartTimeT&& value) { SetTrainingStartTime(std::forward<TrainingStartTimeT>(value)); return *this;}
 
 
    inline const Aws::Utils::DateTime& GetTrainingEndTime() const { return m_trainingEndTime; }
    inline bool TrainingEndTimeHasBeenSet() const { return m_trainingEndTimeHasBeenSet; }
    template<typename TrainingEndTimeT = Aws::Utils::DateTime>
    void SetTrainingEndTime(TrainingEndTimeT&& value) { m_trainingEndTimeHasBeenSet = true; m_trainingEndTime = std::forward<TrainingEndTimeT>(value); }
    template<typename TrainingEndTimeT = Aws::Utils::DateTime>
    HyperParameterTrainingJobSummary& WithTrainingEndTime(TrainingEndTimeT&& value) { SetTrainingEndTime(std::forward<TrainingEndTimeT>(value)); return *this;}
 
 
    inline TrainingJobStatus GetTrainingJobStatus() const { return m_trainingJobStatus; }
    inline bool TrainingJobStatusHasBeenSet() const { return m_trainingJobStatusHasBeenSet; }
    inline void SetTrainingJobStatus(TrainingJobStatus value) { m_trainingJobStatusHasBeenSet = true; m_trainingJobStatus = value; }
    inline HyperParameterTrainingJobSummary& WithTrainingJobStatus(TrainingJobStatus value) { SetTrainingJobStatus(value); return *this;}
 
 
    inline const Aws::Map<Aws::String, Aws::String>& GetTunedHyperParameters() const { return m_tunedHyperParameters; }
    inline bool TunedHyperParametersHasBeenSet() const { return m_tunedHyperParametersHasBeenSet; }
    template<typename TunedHyperParametersT = Aws::Map<Aws::String, Aws::String>>
    void SetTunedHyperParameters(TunedHyperParametersT&& value) { m_tunedHyperParametersHasBeenSet = true; m_tunedHyperParameters = std::forward<TunedHyperParametersT>(value); }
    template<typename TunedHyperParametersT = Aws::Map<Aws::String, Aws::String>>
    HyperParameterTrainingJobSummary& WithTunedHyperParameters(TunedHyperParametersT&& value) { SetTunedHyperParameters(std::forward<TunedHyperParametersT>(value)); return *this;}
    template<typename TunedHyperParametersKeyT = Aws::String, typename TunedHyperParametersValueT = Aws::String>
    HyperParameterTrainingJobSummary& AddTunedHyperParameters(TunedHyperParametersKeyT&& key, TunedHyperParametersValueT&& value) {
      m_tunedHyperParametersHasBeenSet = true; m_tunedHyperParameters.emplace(std::forward<TunedHyperParametersKeyT>(key), std::forward<TunedHyperParametersValueT>(value)); return *this;
    }
 
 
    inline const Aws::String& GetFailureReason() const { return m_failureReason; }
    inline bool FailureReasonHasBeenSet() const { return m_failureReasonHasBeenSet; }
    template<typename FailureReasonT = Aws::String>
    void SetFailureReason(FailureReasonT&& value) { m_failureReasonHasBeenSet = true; m_failureReason = std::forward<FailureReasonT>(value); }
    template<typename FailureReasonT = Aws::String>
    HyperParameterTrainingJobSummary& WithFailureReason(FailureReasonT&& value) { SetFailureReason(std::forward<FailureReasonT>(value)); return *this;}
 
 
    inline const FinalHyperParameterTuningJobObjectiveMetric& GetFinalHyperParameterTuningJobObjectiveMetric() const { return m_finalHyperParameterTuningJobObjectiveMetric; }
    inline bool FinalHyperParameterTuningJobObjectiveMetricHasBeenSet() const { return m_finalHyperParameterTuningJobObjectiveMetricHasBeenSet; }
    template<typename FinalHyperParameterTuningJobObjectiveMetricT = FinalHyperParameterTuningJobObjectiveMetric>
    void SetFinalHyperParameterTuningJobObjectiveMetric(FinalHyperParameterTuningJobObjectiveMetricT&& value) { m_finalHyperParameterTuningJobObjectiveMetricHasBeenSet = true; m_finalHyperParameterTuningJobObjectiveMetric = std::forward<FinalHyperParameterTuningJobObjectiveMetricT>(value); }
    template<typename FinalHyperParameterTuningJobObjectiveMetricT = FinalHyperParameterTuningJobObjectiveMetric>
    HyperParameterTrainingJobSummary& WithFinalHyperParameterTuningJobObjectiveMetric(FinalHyperParameterTuningJobObjectiveMetricT&& value) { SetFinalHyperParameterTuningJobObjectiveMetric(std::forward<FinalHyperParameterTuningJobObjectiveMetricT>(value)); return *this;}
 
 
    inline ObjectiveStatus GetObjectiveStatus() const { return m_objectiveStatus; }
    inline bool ObjectiveStatusHasBeenSet() const { return m_objectiveStatusHasBeenSet; }
    inline void SetObjectiveStatus(ObjectiveStatus value) { m_objectiveStatusHasBeenSet = true; m_objectiveStatus = value; }
    inline HyperParameterTrainingJobSummary& WithObjectiveStatus(ObjectiveStatus value) { SetObjectiveStatus(value); return *this;}
  private:
 
    Aws::String m_trainingJobDefinitionName;
    bool m_trainingJobDefinitionNameHasBeenSet = false;
 
    Aws::String m_trainingJobName;
    bool m_trainingJobNameHasBeenSet = false;
 
    Aws::String m_trainingJobArn;
    bool m_trainingJobArnHasBeenSet = false;
 
    Aws::String m_tuningJobName;
    bool m_tuningJobNameHasBeenSet = false;
 
    Aws::Utils::DateTime m_creationTime{};
    bool m_creationTimeHasBeenSet = false;
 
    Aws::Utils::DateTime m_trainingStartTime{};
    bool m_trainingStartTimeHasBeenSet = false;
 
    Aws::Utils::DateTime m_trainingEndTime{};
    bool m_trainingEndTimeHasBeenSet = false;
 
    TrainingJobStatus m_trainingJobStatus{TrainingJobStatus::NOT_SET};
    bool m_trainingJobStatusHasBeenSet = false;
 
    Aws::Map<Aws::String, Aws::String> m_tunedHyperParameters;
    bool m_tunedHyperParametersHasBeenSet = false;
 
    Aws::String m_failureReason;
    bool m_failureReasonHasBeenSet = false;
 
    FinalHyperParameterTuningJobObjectiveMetric m_finalHyperParameterTuningJobObjectiveMetric;
    bool m_finalHyperParameterTuningJobObjectiveMetricHasBeenSet = false;
 
    ObjectiveStatus m_objectiveStatus{ObjectiveStatus::NOT_SET};
    bool m_objectiveStatusHasBeenSet = false;
  };
 
} // namespace Model
} // namespace SageMaker
} // namespace Aws