TrainingJob.h

 
#pragma once
#include <aws/sagemaker/SageMaker_EXPORTS.h>
#include <aws/core/utils/memory/stl/AWSString.h>
#include <aws/sagemaker/model/ModelArtifacts.h>
#include <aws/sagemaker/model/TrainingJobStatus.h>
#include <aws/sagemaker/model/SecondaryStatus.h>
#include <aws/core/utils/memory/stl/AWSMap.h>
#include <aws/sagemaker/model/AlgorithmSpecification.h>
#include <aws/core/utils/memory/stl/AWSVector.h>
#include <aws/sagemaker/model/OutputDataConfig.h>
#include <aws/sagemaker/model/ResourceConfig.h>
#include <aws/sagemaker/model/VpcConfig.h>
#include <aws/sagemaker/model/StoppingCondition.h>
#include <aws/core/utils/DateTime.h>
#include <aws/sagemaker/model/CheckpointConfig.h>
#include <aws/sagemaker/model/DebugHookConfig.h>
#include <aws/sagemaker/model/ExperimentConfig.h>
#include <aws/sagemaker/model/TensorBoardOutputConfig.h>
#include <aws/sagemaker/model/ProfilerConfig.h>
#include <aws/sagemaker/model/RetryStrategy.h>
#include <aws/sagemaker/model/Channel.h>
#include <aws/sagemaker/model/SecondaryStatusTransition.h>
#include <aws/sagemaker/model/MetricData.h>
#include <aws/sagemaker/model/DebugRuleConfiguration.h>
#include <aws/sagemaker/model/DebugRuleEvaluationStatus.h>
#include <aws/sagemaker/model/Tag.h>
#include <utility>
 
namespace Aws
{
namespace Utils
{
namespace Json
{
  class JsonValue;
  class JsonView;
} // namespace Json
} // namespace Utils
namespace SageMaker
{
namespace Model
{
 
  class TrainingJob
  {
  public:
    AWS_SAGEMAKER_API TrainingJob() = default;
    AWS_SAGEMAKER_API TrainingJob(Aws::Utils::Json::JsonView jsonValue);
    AWS_SAGEMAKER_API TrainingJob& operator=(Aws::Utils::Json::JsonView jsonValue);
    AWS_SAGEMAKER_API Aws::Utils::Json::JsonValue Jsonize() const;
 
 
 
    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>
    TrainingJob& 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>
    TrainingJob& WithTrainingJobArn(TrainingJobArnT&& value) { SetTrainingJobArn(std::forward<TrainingJobArnT>(value)); return *this;}
 
 
    inline const Aws::String& GetTuningJobArn() const { return m_tuningJobArn; }
    inline bool TuningJobArnHasBeenSet() const { return m_tuningJobArnHasBeenSet; }
    template<typename TuningJobArnT = Aws::String>
    void SetTuningJobArn(TuningJobArnT&& value) { m_tuningJobArnHasBeenSet = true; m_tuningJobArn = std::forward<TuningJobArnT>(value); }
    template<typename TuningJobArnT = Aws::String>
    TrainingJob& WithTuningJobArn(TuningJobArnT&& value) { SetTuningJobArn(std::forward<TuningJobArnT>(value)); return *this;}
 
 
    inline const Aws::String& GetLabelingJobArn() const { return m_labelingJobArn; }
    inline bool LabelingJobArnHasBeenSet() const { return m_labelingJobArnHasBeenSet; }
    template<typename LabelingJobArnT = Aws::String>
    void SetLabelingJobArn(LabelingJobArnT&& value) { m_labelingJobArnHasBeenSet = true; m_labelingJobArn = std::forward<LabelingJobArnT>(value); }
    template<typename LabelingJobArnT = Aws::String>
    TrainingJob& WithLabelingJobArn(LabelingJobArnT&& value) { SetLabelingJobArn(std::forward<LabelingJobArnT>(value)); return *this;}
 
 
    inline const Aws::String& GetAutoMLJobArn() const { return m_autoMLJobArn; }
    inline bool AutoMLJobArnHasBeenSet() const { return m_autoMLJobArnHasBeenSet; }
    template<typename AutoMLJobArnT = Aws::String>
    void SetAutoMLJobArn(AutoMLJobArnT&& value) { m_autoMLJobArnHasBeenSet = true; m_autoMLJobArn = std::forward<AutoMLJobArnT>(value); }
    template<typename AutoMLJobArnT = Aws::String>
    TrainingJob& WithAutoMLJobArn(AutoMLJobArnT&& value) { SetAutoMLJobArn(std::forward<AutoMLJobArnT>(value)); return *this;}
 
 
    inline const ModelArtifacts& GetModelArtifacts() const { return m_modelArtifacts; }
    inline bool ModelArtifactsHasBeenSet() const { return m_modelArtifactsHasBeenSet; }
    template<typename ModelArtifactsT = ModelArtifacts>
    void SetModelArtifacts(ModelArtifactsT&& value) { m_modelArtifactsHasBeenSet = true; m_modelArtifacts = std::forward<ModelArtifactsT>(value); }
    template<typename ModelArtifactsT = ModelArtifacts>
    TrainingJob& WithModelArtifacts(ModelArtifactsT&& value) { SetModelArtifacts(std::forward<ModelArtifactsT>(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 TrainingJob& WithTrainingJobStatus(TrainingJobStatus value) { SetTrainingJobStatus(value); return *this;}
 
 
    inline SecondaryStatus GetSecondaryStatus() const { return m_secondaryStatus; }
    inline bool SecondaryStatusHasBeenSet() const { return m_secondaryStatusHasBeenSet; }
    inline void SetSecondaryStatus(SecondaryStatus value) { m_secondaryStatusHasBeenSet = true; m_secondaryStatus = value; }
    inline TrainingJob& WithSecondaryStatus(SecondaryStatus value) { SetSecondaryStatus(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>
    TrainingJob& WithFailureReason(FailureReasonT&& value) { SetFailureReason(std::forward<FailureReasonT>(value)); return *this;}
 
 
    inline const Aws::Map<Aws::String, Aws::String>& GetHyperParameters() const { return m_hyperParameters; }
    inline bool HyperParametersHasBeenSet() const { return m_hyperParametersHasBeenSet; }
    template<typename HyperParametersT = Aws::Map<Aws::String, Aws::String>>
    void SetHyperParameters(HyperParametersT&& value) { m_hyperParametersHasBeenSet = true; m_hyperParameters = std::forward<HyperParametersT>(value); }
    template<typename HyperParametersT = Aws::Map<Aws::String, Aws::String>>
    TrainingJob& WithHyperParameters(HyperParametersT&& value) { SetHyperParameters(std::forward<HyperParametersT>(value)); return *this;}
    template<typename HyperParametersKeyT = Aws::String, typename HyperParametersValueT = Aws::String>
    TrainingJob& AddHyperParameters(HyperParametersKeyT&& key, HyperParametersValueT&& value) {
      m_hyperParametersHasBeenSet = true; m_hyperParameters.emplace(std::forward<HyperParametersKeyT>(key), std::forward<HyperParametersValueT>(value)); return *this;
    }
 
 
    inline const AlgorithmSpecification& GetAlgorithmSpecification() const { return m_algorithmSpecification; }
    inline bool AlgorithmSpecificationHasBeenSet() const { return m_algorithmSpecificationHasBeenSet; }
    template<typename AlgorithmSpecificationT = AlgorithmSpecification>
    void SetAlgorithmSpecification(AlgorithmSpecificationT&& value) { m_algorithmSpecificationHasBeenSet = true; m_algorithmSpecification = std::forward<AlgorithmSpecificationT>(value); }
    template<typename AlgorithmSpecificationT = AlgorithmSpecification>
    TrainingJob& WithAlgorithmSpecification(AlgorithmSpecificationT&& value) { SetAlgorithmSpecification(std::forward<AlgorithmSpecificationT>(value)); return *this;}
 
 
    inline const Aws::String& GetRoleArn() const { return m_roleArn; }
    inline bool RoleArnHasBeenSet() const { return m_roleArnHasBeenSet; }
    template<typename RoleArnT = Aws::String>
    void SetRoleArn(RoleArnT&& value) { m_roleArnHasBeenSet = true; m_roleArn = std::forward<RoleArnT>(value); }
    template<typename RoleArnT = Aws::String>
    TrainingJob& WithRoleArn(RoleArnT&& value) { SetRoleArn(std::forward<RoleArnT>(value)); return *this;}
 
 
    inline const Aws::Vector<Channel>& GetInputDataConfig() const { return m_inputDataConfig; }
    inline bool InputDataConfigHasBeenSet() const { return m_inputDataConfigHasBeenSet; }
    template<typename InputDataConfigT = Aws::Vector<Channel>>
    void SetInputDataConfig(InputDataConfigT&& value) { m_inputDataConfigHasBeenSet = true; m_inputDataConfig = std::forward<InputDataConfigT>(value); }
    template<typename InputDataConfigT = Aws::Vector<Channel>>
    TrainingJob& WithInputDataConfig(InputDataConfigT&& value) { SetInputDataConfig(std::forward<InputDataConfigT>(value)); return *this;}
    template<typename InputDataConfigT = Channel>
    TrainingJob& AddInputDataConfig(InputDataConfigT&& value) { m_inputDataConfigHasBeenSet = true; m_inputDataConfig.emplace_back(std::forward<InputDataConfigT>(value)); return *this; }
 
 
    inline const OutputDataConfig& GetOutputDataConfig() const { return m_outputDataConfig; }
    inline bool OutputDataConfigHasBeenSet() const { return m_outputDataConfigHasBeenSet; }
    template<typename OutputDataConfigT = OutputDataConfig>
    void SetOutputDataConfig(OutputDataConfigT&& value) { m_outputDataConfigHasBeenSet = true; m_outputDataConfig = std::forward<OutputDataConfigT>(value); }
    template<typename OutputDataConfigT = OutputDataConfig>
    TrainingJob& WithOutputDataConfig(OutputDataConfigT&& value) { SetOutputDataConfig(std::forward<OutputDataConfigT>(value)); return *this;}
 
 
    inline const ResourceConfig& GetResourceConfig() const { return m_resourceConfig; }
    inline bool ResourceConfigHasBeenSet() const { return m_resourceConfigHasBeenSet; }
    template<typename ResourceConfigT = ResourceConfig>
    void SetResourceConfig(ResourceConfigT&& value) { m_resourceConfigHasBeenSet = true; m_resourceConfig = std::forward<ResourceConfigT>(value); }
    template<typename ResourceConfigT = ResourceConfig>
    TrainingJob& WithResourceConfig(ResourceConfigT&& value) { SetResourceConfig(std::forward<ResourceConfigT>(value)); return *this;}
 
 
    inline const VpcConfig& GetVpcConfig() const { return m_vpcConfig; }
    inline bool VpcConfigHasBeenSet() const { return m_vpcConfigHasBeenSet; }
    template<typename VpcConfigT = VpcConfig>
    void SetVpcConfig(VpcConfigT&& value) { m_vpcConfigHasBeenSet = true; m_vpcConfig = std::forward<VpcConfigT>(value); }
    template<typename VpcConfigT = VpcConfig>
    TrainingJob& WithVpcConfig(VpcConfigT&& value) { SetVpcConfig(std::forward<VpcConfigT>(value)); return *this;}
 
 
    inline const StoppingCondition& GetStoppingCondition() const { return m_stoppingCondition; }
    inline bool StoppingConditionHasBeenSet() const { return m_stoppingConditionHasBeenSet; }
    template<typename StoppingConditionT = StoppingCondition>
    void SetStoppingCondition(StoppingConditionT&& value) { m_stoppingConditionHasBeenSet = true; m_stoppingCondition = std::forward<StoppingConditionT>(value); }
    template<typename StoppingConditionT = StoppingCondition>
    TrainingJob& WithStoppingCondition(StoppingConditionT&& value) { SetStoppingCondition(std::forward<StoppingConditionT>(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>
    TrainingJob& 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>
    TrainingJob& 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>
    TrainingJob& WithTrainingEndTime(TrainingEndTimeT&& value) { SetTrainingEndTime(std::forward<TrainingEndTimeT>(value)); return *this;}
 
 
    inline const Aws::Utils::DateTime& GetLastModifiedTime() const { return m_lastModifiedTime; }
    inline bool LastModifiedTimeHasBeenSet() const { return m_lastModifiedTimeHasBeenSet; }
    template<typename LastModifiedTimeT = Aws::Utils::DateTime>
    void SetLastModifiedTime(LastModifiedTimeT&& value) { m_lastModifiedTimeHasBeenSet = true; m_lastModifiedTime = std::forward<LastModifiedTimeT>(value); }
    template<typename LastModifiedTimeT = Aws::Utils::DateTime>
    TrainingJob& WithLastModifiedTime(LastModifiedTimeT&& value) { SetLastModifiedTime(std::forward<LastModifiedTimeT>(value)); return *this;}
 
 
    inline const Aws::Vector<SecondaryStatusTransition>& GetSecondaryStatusTransitions() const { return m_secondaryStatusTransitions; }
    inline bool SecondaryStatusTransitionsHasBeenSet() const { return m_secondaryStatusTransitionsHasBeenSet; }
    template<typename SecondaryStatusTransitionsT = Aws::Vector<SecondaryStatusTransition>>
    void SetSecondaryStatusTransitions(SecondaryStatusTransitionsT&& value) { m_secondaryStatusTransitionsHasBeenSet = true; m_secondaryStatusTransitions = std::forward<SecondaryStatusTransitionsT>(value); }
    template<typename SecondaryStatusTransitionsT = Aws::Vector<SecondaryStatusTransition>>
    TrainingJob& WithSecondaryStatusTransitions(SecondaryStatusTransitionsT&& value) { SetSecondaryStatusTransitions(std::forward<SecondaryStatusTransitionsT>(value)); return *this;}
    template<typename SecondaryStatusTransitionsT = SecondaryStatusTransition>
    TrainingJob& AddSecondaryStatusTransitions(SecondaryStatusTransitionsT&& value) { m_secondaryStatusTransitionsHasBeenSet = true; m_secondaryStatusTransitions.emplace_back(std::forward<SecondaryStatusTransitionsT>(value)); return *this; }
 
 
    inline const Aws::Vector<MetricData>& GetFinalMetricDataList() const { return m_finalMetricDataList; }
    inline bool FinalMetricDataListHasBeenSet() const { return m_finalMetricDataListHasBeenSet; }
    template<typename FinalMetricDataListT = Aws::Vector<MetricData>>
    void SetFinalMetricDataList(FinalMetricDataListT&& value) { m_finalMetricDataListHasBeenSet = true; m_finalMetricDataList = std::forward<FinalMetricDataListT>(value); }
    template<typename FinalMetricDataListT = Aws::Vector<MetricData>>
    TrainingJob& WithFinalMetricDataList(FinalMetricDataListT&& value) { SetFinalMetricDataList(std::forward<FinalMetricDataListT>(value)); return *this;}
    template<typename FinalMetricDataListT = MetricData>
    TrainingJob& AddFinalMetricDataList(FinalMetricDataListT&& value) { m_finalMetricDataListHasBeenSet = true; m_finalMetricDataList.emplace_back(std::forward<FinalMetricDataListT>(value)); return *this; }
 
 
    inline bool GetEnableNetworkIsolation() const { return m_enableNetworkIsolation; }
    inline bool EnableNetworkIsolationHasBeenSet() const { return m_enableNetworkIsolationHasBeenSet; }
    inline void SetEnableNetworkIsolation(bool value) { m_enableNetworkIsolationHasBeenSet = true; m_enableNetworkIsolation = value; }
    inline TrainingJob& WithEnableNetworkIsolation(bool value) { SetEnableNetworkIsolation(value); return *this;}
 
 
    inline bool GetEnableInterContainerTrafficEncryption() const { return m_enableInterContainerTrafficEncryption; }
    inline bool EnableInterContainerTrafficEncryptionHasBeenSet() const { return m_enableInterContainerTrafficEncryptionHasBeenSet; }
    inline void SetEnableInterContainerTrafficEncryption(bool value) { m_enableInterContainerTrafficEncryptionHasBeenSet = true; m_enableInterContainerTrafficEncryption = value; }
    inline TrainingJob& WithEnableInterContainerTrafficEncryption(bool value) { SetEnableInterContainerTrafficEncryption(value); return *this;}
 
 
    inline bool GetEnableManagedSpotTraining() const { return m_enableManagedSpotTraining; }
    inline bool EnableManagedSpotTrainingHasBeenSet() const { return m_enableManagedSpotTrainingHasBeenSet; }
    inline void SetEnableManagedSpotTraining(bool value) { m_enableManagedSpotTrainingHasBeenSet = true; m_enableManagedSpotTraining = value; }
    inline TrainingJob& WithEnableManagedSpotTraining(bool value) { SetEnableManagedSpotTraining(value); return *this;}
 
    
    inline const CheckpointConfig& GetCheckpointConfig() const { return m_checkpointConfig; }
    inline bool CheckpointConfigHasBeenSet() const { return m_checkpointConfigHasBeenSet; }
    template<typename CheckpointConfigT = CheckpointConfig>
    void SetCheckpointConfig(CheckpointConfigT&& value) { m_checkpointConfigHasBeenSet = true; m_checkpointConfig = std::forward<CheckpointConfigT>(value); }
    template<typename CheckpointConfigT = CheckpointConfig>
    TrainingJob& WithCheckpointConfig(CheckpointConfigT&& value) { SetCheckpointConfig(std::forward<CheckpointConfigT>(value)); return *this;}
 
 
    inline int GetTrainingTimeInSeconds() const { return m_trainingTimeInSeconds; }
    inline bool TrainingTimeInSecondsHasBeenSet() const { return m_trainingTimeInSecondsHasBeenSet; }
    inline void SetTrainingTimeInSeconds(int value) { m_trainingTimeInSecondsHasBeenSet = true; m_trainingTimeInSeconds = value; }
    inline TrainingJob& WithTrainingTimeInSeconds(int value) { SetTrainingTimeInSeconds(value); return *this;}
 
 
    inline int GetBillableTimeInSeconds() const { return m_billableTimeInSeconds; }
    inline bool BillableTimeInSecondsHasBeenSet() const { return m_billableTimeInSecondsHasBeenSet; }
    inline void SetBillableTimeInSeconds(int value) { m_billableTimeInSecondsHasBeenSet = true; m_billableTimeInSeconds = value; }
    inline TrainingJob& WithBillableTimeInSeconds(int value) { SetBillableTimeInSeconds(value); return *this;}
 
    
    inline const DebugHookConfig& GetDebugHookConfig() const { return m_debugHookConfig; }
    inline bool DebugHookConfigHasBeenSet() const { return m_debugHookConfigHasBeenSet; }
    template<typename DebugHookConfigT = DebugHookConfig>
    void SetDebugHookConfig(DebugHookConfigT&& value) { m_debugHookConfigHasBeenSet = true; m_debugHookConfig = std::forward<DebugHookConfigT>(value); }
    template<typename DebugHookConfigT = DebugHookConfig>
    TrainingJob& WithDebugHookConfig(DebugHookConfigT&& value) { SetDebugHookConfig(std::forward<DebugHookConfigT>(value)); return *this;}
 
    
    inline const ExperimentConfig& GetExperimentConfig() const { return m_experimentConfig; }
    inline bool ExperimentConfigHasBeenSet() const { return m_experimentConfigHasBeenSet; }
    template<typename ExperimentConfigT = ExperimentConfig>
    void SetExperimentConfig(ExperimentConfigT&& value) { m_experimentConfigHasBeenSet = true; m_experimentConfig = std::forward<ExperimentConfigT>(value); }
    template<typename ExperimentConfigT = ExperimentConfig>
    TrainingJob& WithExperimentConfig(ExperimentConfigT&& value) { SetExperimentConfig(std::forward<ExperimentConfigT>(value)); return *this;}
 
 
    inline const Aws::Vector<DebugRuleConfiguration>& GetDebugRuleConfigurations() const { return m_debugRuleConfigurations; }
    inline bool DebugRuleConfigurationsHasBeenSet() const { return m_debugRuleConfigurationsHasBeenSet; }
    template<typename DebugRuleConfigurationsT = Aws::Vector<DebugRuleConfiguration>>
    void SetDebugRuleConfigurations(DebugRuleConfigurationsT&& value) { m_debugRuleConfigurationsHasBeenSet = true; m_debugRuleConfigurations = std::forward<DebugRuleConfigurationsT>(value); }
    template<typename DebugRuleConfigurationsT = Aws::Vector<DebugRuleConfiguration>>
    TrainingJob& WithDebugRuleConfigurations(DebugRuleConfigurationsT&& value) { SetDebugRuleConfigurations(std::forward<DebugRuleConfigurationsT>(value)); return *this;}
    template<typename DebugRuleConfigurationsT = DebugRuleConfiguration>
    TrainingJob& AddDebugRuleConfigurations(DebugRuleConfigurationsT&& value) { m_debugRuleConfigurationsHasBeenSet = true; m_debugRuleConfigurations.emplace_back(std::forward<DebugRuleConfigurationsT>(value)); return *this; }
 
    
    inline const TensorBoardOutputConfig& GetTensorBoardOutputConfig() const { return m_tensorBoardOutputConfig; }
    inline bool TensorBoardOutputConfigHasBeenSet() const { return m_tensorBoardOutputConfigHasBeenSet; }
    template<typename TensorBoardOutputConfigT = TensorBoardOutputConfig>
    void SetTensorBoardOutputConfig(TensorBoardOutputConfigT&& value) { m_tensorBoardOutputConfigHasBeenSet = true; m_tensorBoardOutputConfig = std::forward<TensorBoardOutputConfigT>(value); }
    template<typename TensorBoardOutputConfigT = TensorBoardOutputConfig>
    TrainingJob& WithTensorBoardOutputConfig(TensorBoardOutputConfigT&& value) { SetTensorBoardOutputConfig(std::forward<TensorBoardOutputConfigT>(value)); return *this;}
 
 
    inline const Aws::Vector<DebugRuleEvaluationStatus>& GetDebugRuleEvaluationStatuses() const { return m_debugRuleEvaluationStatuses; }
    inline bool DebugRuleEvaluationStatusesHasBeenSet() const { return m_debugRuleEvaluationStatusesHasBeenSet; }
    template<typename DebugRuleEvaluationStatusesT = Aws::Vector<DebugRuleEvaluationStatus>>
    void SetDebugRuleEvaluationStatuses(DebugRuleEvaluationStatusesT&& value) { m_debugRuleEvaluationStatusesHasBeenSet = true; m_debugRuleEvaluationStatuses = std::forward<DebugRuleEvaluationStatusesT>(value); }
    template<typename DebugRuleEvaluationStatusesT = Aws::Vector<DebugRuleEvaluationStatus>>
    TrainingJob& WithDebugRuleEvaluationStatuses(DebugRuleEvaluationStatusesT&& value) { SetDebugRuleEvaluationStatuses(std::forward<DebugRuleEvaluationStatusesT>(value)); return *this;}
    template<typename DebugRuleEvaluationStatusesT = DebugRuleEvaluationStatus>
    TrainingJob& AddDebugRuleEvaluationStatuses(DebugRuleEvaluationStatusesT&& value) { m_debugRuleEvaluationStatusesHasBeenSet = true; m_debugRuleEvaluationStatuses.emplace_back(std::forward<DebugRuleEvaluationStatusesT>(value)); return *this; }
 
    
    inline const ProfilerConfig& GetProfilerConfig() const { return m_profilerConfig; }
    inline bool ProfilerConfigHasBeenSet() const { return m_profilerConfigHasBeenSet; }
    template<typename ProfilerConfigT = ProfilerConfig>
    void SetProfilerConfig(ProfilerConfigT&& value) { m_profilerConfigHasBeenSet = true; m_profilerConfig = std::forward<ProfilerConfigT>(value); }
    template<typename ProfilerConfigT = ProfilerConfig>
    TrainingJob& WithProfilerConfig(ProfilerConfigT&& value) { SetProfilerConfig(std::forward<ProfilerConfigT>(value)); return *this;}
 
 
    inline const Aws::Map<Aws::String, Aws::String>& GetEnvironment() const { return m_environment; }
    inline bool EnvironmentHasBeenSet() const { return m_environmentHasBeenSet; }
    template<typename EnvironmentT = Aws::Map<Aws::String, Aws::String>>
    void SetEnvironment(EnvironmentT&& value) { m_environmentHasBeenSet = true; m_environment = std::forward<EnvironmentT>(value); }
    template<typename EnvironmentT = Aws::Map<Aws::String, Aws::String>>
    TrainingJob& WithEnvironment(EnvironmentT&& value) { SetEnvironment(std::forward<EnvironmentT>(value)); return *this;}
    template<typename EnvironmentKeyT = Aws::String, typename EnvironmentValueT = Aws::String>
    TrainingJob& AddEnvironment(EnvironmentKeyT&& key, EnvironmentValueT&& value) {
      m_environmentHasBeenSet = true; m_environment.emplace(std::forward<EnvironmentKeyT>(key), std::forward<EnvironmentValueT>(value)); return *this;
    }
 
 
    inline const RetryStrategy& GetRetryStrategy() const { return m_retryStrategy; }
    inline bool RetryStrategyHasBeenSet() const { return m_retryStrategyHasBeenSet; }
    template<typename RetryStrategyT = RetryStrategy>
    void SetRetryStrategy(RetryStrategyT&& value) { m_retryStrategyHasBeenSet = true; m_retryStrategy = std::forward<RetryStrategyT>(value); }
    template<typename RetryStrategyT = RetryStrategy>
    TrainingJob& WithRetryStrategy(RetryStrategyT&& value) { SetRetryStrategy(std::forward<RetryStrategyT>(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>>
    TrainingJob& WithTags(TagsT&& value) { SetTags(std::forward<TagsT>(value)); return *this;}
    template<typename TagsT = Tag>
    TrainingJob& AddTags(TagsT&& value) { m_tagsHasBeenSet = true; m_tags.emplace_back(std::forward<TagsT>(value)); return *this; }
  private:
 
    Aws::String m_trainingJobName;
    bool m_trainingJobNameHasBeenSet = false;
 
    Aws::String m_trainingJobArn;
    bool m_trainingJobArnHasBeenSet = false;
 
    Aws::String m_tuningJobArn;
    bool m_tuningJobArnHasBeenSet = false;
 
    Aws::String m_labelingJobArn;
    bool m_labelingJobArnHasBeenSet = false;
 
    Aws::String m_autoMLJobArn;
    bool m_autoMLJobArnHasBeenSet = false;
 
    ModelArtifacts m_modelArtifacts;
    bool m_modelArtifactsHasBeenSet = false;
 
    TrainingJobStatus m_trainingJobStatus{TrainingJobStatus::NOT_SET};
    bool m_trainingJobStatusHasBeenSet = false;
 
    SecondaryStatus m_secondaryStatus{SecondaryStatus::NOT_SET};
    bool m_secondaryStatusHasBeenSet = false;
 
    Aws::String m_failureReason;
    bool m_failureReasonHasBeenSet = false;
 
    Aws::Map<Aws::String, Aws::String> m_hyperParameters;
    bool m_hyperParametersHasBeenSet = false;
 
    AlgorithmSpecification m_algorithmSpecification;
    bool m_algorithmSpecificationHasBeenSet = false;
 
    Aws::String m_roleArn;
    bool m_roleArnHasBeenSet = false;
 
    Aws::Vector<Channel> m_inputDataConfig;
    bool m_inputDataConfigHasBeenSet = false;
 
    OutputDataConfig m_outputDataConfig;
    bool m_outputDataConfigHasBeenSet = false;
 
    ResourceConfig m_resourceConfig;
    bool m_resourceConfigHasBeenSet = false;
 
    VpcConfig m_vpcConfig;
    bool m_vpcConfigHasBeenSet = false;
 
    StoppingCondition m_stoppingCondition;
    bool m_stoppingConditionHasBeenSet = 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;
 
    Aws::Utils::DateTime m_lastModifiedTime{};
    bool m_lastModifiedTimeHasBeenSet = false;
 
    Aws::Vector<SecondaryStatusTransition> m_secondaryStatusTransitions;
    bool m_secondaryStatusTransitionsHasBeenSet = false;
 
    Aws::Vector<MetricData> m_finalMetricDataList;
    bool m_finalMetricDataListHasBeenSet = false;
 
    bool m_enableNetworkIsolation{false};
    bool m_enableNetworkIsolationHasBeenSet = false;
 
    bool m_enableInterContainerTrafficEncryption{false};
    bool m_enableInterContainerTrafficEncryptionHasBeenSet = false;
 
    bool m_enableManagedSpotTraining{false};
    bool m_enableManagedSpotTrainingHasBeenSet = false;
 
    CheckpointConfig m_checkpointConfig;
    bool m_checkpointConfigHasBeenSet = false;
 
    int m_trainingTimeInSeconds{0};
    bool m_trainingTimeInSecondsHasBeenSet = false;
 
    int m_billableTimeInSeconds{0};
    bool m_billableTimeInSecondsHasBeenSet = false;
 
    DebugHookConfig m_debugHookConfig;
    bool m_debugHookConfigHasBeenSet = false;
 
    ExperimentConfig m_experimentConfig;
    bool m_experimentConfigHasBeenSet = false;
 
    Aws::Vector<DebugRuleConfiguration> m_debugRuleConfigurations;
    bool m_debugRuleConfigurationsHasBeenSet = false;
 
    TensorBoardOutputConfig m_tensorBoardOutputConfig;
    bool m_tensorBoardOutputConfigHasBeenSet = false;
 
    Aws::Vector<DebugRuleEvaluationStatus> m_debugRuleEvaluationStatuses;
    bool m_debugRuleEvaluationStatusesHasBeenSet = false;
 
    ProfilerConfig m_profilerConfig;
    bool m_profilerConfigHasBeenSet = false;
 
    Aws::Map<Aws::String, Aws::String> m_environment;
    bool m_environmentHasBeenSet = false;
 
    RetryStrategy m_retryStrategy;
    bool m_retryStrategyHasBeenSet = false;
 
    Aws::Vector<Tag> m_tags;
    bool m_tagsHasBeenSet = false;
  };
 
} // namespace Model
} // namespace SageMaker
} // namespace Aws