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();
    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; }
    inline void SetTrainingJobName(const Aws::String& value) { m_trainingJobNameHasBeenSet = true; m_trainingJobName = value; }
    inline void SetTrainingJobName(Aws::String&& value) { m_trainingJobNameHasBeenSet = true; m_trainingJobName = std::move(value); }
    inline void SetTrainingJobName(const char* value) { m_trainingJobNameHasBeenSet = true; m_trainingJobName.assign(value); }
    inline TrainingJob& WithTrainingJobName(const Aws::String& value) { SetTrainingJobName(value); return *this;}
    inline TrainingJob& WithTrainingJobName(Aws::String&& value) { SetTrainingJobName(std::move(value)); return *this;}
    inline TrainingJob& WithTrainingJobName(const char* value) { SetTrainingJobName(value); return *this;}
 
 
    inline const Aws::String& GetTrainingJobArn() const{ return m_trainingJobArn; }
    inline bool TrainingJobArnHasBeenSet() const { return m_trainingJobArnHasBeenSet; }
    inline void SetTrainingJobArn(const Aws::String& value) { m_trainingJobArnHasBeenSet = true; m_trainingJobArn = value; }
    inline void SetTrainingJobArn(Aws::String&& value) { m_trainingJobArnHasBeenSet = true; m_trainingJobArn = std::move(value); }
    inline void SetTrainingJobArn(const char* value) { m_trainingJobArnHasBeenSet = true; m_trainingJobArn.assign(value); }
    inline TrainingJob& WithTrainingJobArn(const Aws::String& value) { SetTrainingJobArn(value); return *this;}
    inline TrainingJob& WithTrainingJobArn(Aws::String&& value) { SetTrainingJobArn(std::move(value)); return *this;}
    inline TrainingJob& WithTrainingJobArn(const char* value) { SetTrainingJobArn(value); return *this;}
 
 
    inline const Aws::String& GetTuningJobArn() const{ return m_tuningJobArn; }
    inline bool TuningJobArnHasBeenSet() const { return m_tuningJobArnHasBeenSet; }
    inline void SetTuningJobArn(const Aws::String& value) { m_tuningJobArnHasBeenSet = true; m_tuningJobArn = value; }
    inline void SetTuningJobArn(Aws::String&& value) { m_tuningJobArnHasBeenSet = true; m_tuningJobArn = std::move(value); }
    inline void SetTuningJobArn(const char* value) { m_tuningJobArnHasBeenSet = true; m_tuningJobArn.assign(value); }
    inline TrainingJob& WithTuningJobArn(const Aws::String& value) { SetTuningJobArn(value); return *this;}
    inline TrainingJob& WithTuningJobArn(Aws::String&& value) { SetTuningJobArn(std::move(value)); return *this;}
    inline TrainingJob& WithTuningJobArn(const char* value) { SetTuningJobArn(value); return *this;}
 
 
    inline const Aws::String& GetLabelingJobArn() const{ return m_labelingJobArn; }
    inline bool LabelingJobArnHasBeenSet() const { return m_labelingJobArnHasBeenSet; }
    inline void SetLabelingJobArn(const Aws::String& value) { m_labelingJobArnHasBeenSet = true; m_labelingJobArn = value; }
    inline void SetLabelingJobArn(Aws::String&& value) { m_labelingJobArnHasBeenSet = true; m_labelingJobArn = std::move(value); }
    inline void SetLabelingJobArn(const char* value) { m_labelingJobArnHasBeenSet = true; m_labelingJobArn.assign(value); }
    inline TrainingJob& WithLabelingJobArn(const Aws::String& value) { SetLabelingJobArn(value); return *this;}
    inline TrainingJob& WithLabelingJobArn(Aws::String&& value) { SetLabelingJobArn(std::move(value)); return *this;}
    inline TrainingJob& WithLabelingJobArn(const char* value) { SetLabelingJobArn(value); return *this;}
 
 
    inline const Aws::String& GetAutoMLJobArn() const{ return m_autoMLJobArn; }
    inline bool AutoMLJobArnHasBeenSet() const { return m_autoMLJobArnHasBeenSet; }
    inline void SetAutoMLJobArn(const Aws::String& value) { m_autoMLJobArnHasBeenSet = true; m_autoMLJobArn = value; }
    inline void SetAutoMLJobArn(Aws::String&& value) { m_autoMLJobArnHasBeenSet = true; m_autoMLJobArn = std::move(value); }
    inline void SetAutoMLJobArn(const char* value) { m_autoMLJobArnHasBeenSet = true; m_autoMLJobArn.assign(value); }
    inline TrainingJob& WithAutoMLJobArn(const Aws::String& value) { SetAutoMLJobArn(value); return *this;}
    inline TrainingJob& WithAutoMLJobArn(Aws::String&& value) { SetAutoMLJobArn(std::move(value)); return *this;}
    inline TrainingJob& WithAutoMLJobArn(const char* value) { SetAutoMLJobArn(value); return *this;}
 
 
    inline const ModelArtifacts& GetModelArtifacts() const{ return m_modelArtifacts; }
    inline bool ModelArtifactsHasBeenSet() const { return m_modelArtifactsHasBeenSet; }
    inline void SetModelArtifacts(const ModelArtifacts& value) { m_modelArtifactsHasBeenSet = true; m_modelArtifacts = value; }
    inline void SetModelArtifacts(ModelArtifacts&& value) { m_modelArtifactsHasBeenSet = true; m_modelArtifacts = std::move(value); }
    inline TrainingJob& WithModelArtifacts(const ModelArtifacts& value) { SetModelArtifacts(value); return *this;}
    inline TrainingJob& WithModelArtifacts(ModelArtifacts&& value) { SetModelArtifacts(std::move(value)); return *this;}
 
 
    inline const TrainingJobStatus& GetTrainingJobStatus() const{ return m_trainingJobStatus; }
    inline bool TrainingJobStatusHasBeenSet() const { return m_trainingJobStatusHasBeenSet; }
    inline void SetTrainingJobStatus(const TrainingJobStatus& value) { m_trainingJobStatusHasBeenSet = true; m_trainingJobStatus = value; }
    inline void SetTrainingJobStatus(TrainingJobStatus&& value) { m_trainingJobStatusHasBeenSet = true; m_trainingJobStatus = std::move(value); }
    inline TrainingJob& WithTrainingJobStatus(const TrainingJobStatus& value) { SetTrainingJobStatus(value); return *this;}
    inline TrainingJob& WithTrainingJobStatus(TrainingJobStatus&& value) { SetTrainingJobStatus(std::move(value)); return *this;}
 
 
    inline const SecondaryStatus& GetSecondaryStatus() const{ return m_secondaryStatus; }
    inline bool SecondaryStatusHasBeenSet() const { return m_secondaryStatusHasBeenSet; }
    inline void SetSecondaryStatus(const SecondaryStatus& value) { m_secondaryStatusHasBeenSet = true; m_secondaryStatus = value; }
    inline void SetSecondaryStatus(SecondaryStatus&& value) { m_secondaryStatusHasBeenSet = true; m_secondaryStatus = std::move(value); }
    inline TrainingJob& WithSecondaryStatus(const SecondaryStatus& value) { SetSecondaryStatus(value); return *this;}
    inline TrainingJob& WithSecondaryStatus(SecondaryStatus&& value) { SetSecondaryStatus(std::move(value)); return *this;}
 
 
    inline const Aws::String& GetFailureReason() const{ return m_failureReason; }
    inline bool FailureReasonHasBeenSet() const { return m_failureReasonHasBeenSet; }
    inline void SetFailureReason(const Aws::String& value) { m_failureReasonHasBeenSet = true; m_failureReason = value; }
    inline void SetFailureReason(Aws::String&& value) { m_failureReasonHasBeenSet = true; m_failureReason = std::move(value); }
    inline void SetFailureReason(const char* value) { m_failureReasonHasBeenSet = true; m_failureReason.assign(value); }
    inline TrainingJob& WithFailureReason(const Aws::String& value) { SetFailureReason(value); return *this;}
    inline TrainingJob& WithFailureReason(Aws::String&& value) { SetFailureReason(std::move(value)); return *this;}
    inline TrainingJob& WithFailureReason(const char* value) { SetFailureReason(value); return *this;}
 
 
    inline const Aws::Map<Aws::String, Aws::String>& GetHyperParameters() const{ return m_hyperParameters; }
    inline bool HyperParametersHasBeenSet() const { return m_hyperParametersHasBeenSet; }
    inline void SetHyperParameters(const Aws::Map<Aws::String, Aws::String>& value) { m_hyperParametersHasBeenSet = true; m_hyperParameters = value; }
    inline void SetHyperParameters(Aws::Map<Aws::String, Aws::String>&& value) { m_hyperParametersHasBeenSet = true; m_hyperParameters = std::move(value); }
    inline TrainingJob& WithHyperParameters(const Aws::Map<Aws::String, Aws::String>& value) { SetHyperParameters(value); return *this;}
    inline TrainingJob& WithHyperParameters(Aws::Map<Aws::String, Aws::String>&& value) { SetHyperParameters(std::move(value)); return *this;}
    inline TrainingJob& AddHyperParameters(const Aws::String& key, const Aws::String& value) { m_hyperParametersHasBeenSet = true; m_hyperParameters.emplace(key, value); return *this; }
    inline TrainingJob& AddHyperParameters(Aws::String&& key, const Aws::String& value) { m_hyperParametersHasBeenSet = true; m_hyperParameters.emplace(std::move(key), value); return *this; }
    inline TrainingJob& AddHyperParameters(const Aws::String& key, Aws::String&& value) { m_hyperParametersHasBeenSet = true; m_hyperParameters.emplace(key, std::move(value)); return *this; }
    inline TrainingJob& AddHyperParameters(Aws::String&& key, Aws::String&& value) { m_hyperParametersHasBeenSet = true; m_hyperParameters.emplace(std::move(key), std::move(value)); return *this; }
    inline TrainingJob& AddHyperParameters(const char* key, Aws::String&& value) { m_hyperParametersHasBeenSet = true; m_hyperParameters.emplace(key, std::move(value)); return *this; }
    inline TrainingJob& AddHyperParameters(Aws::String&& key, const char* value) { m_hyperParametersHasBeenSet = true; m_hyperParameters.emplace(std::move(key), value); return *this; }
    inline TrainingJob& AddHyperParameters(const char* key, const char* value) { m_hyperParametersHasBeenSet = true; m_hyperParameters.emplace(key, value); return *this; }
 
 
    inline const AlgorithmSpecification& GetAlgorithmSpecification() const{ return m_algorithmSpecification; }
    inline bool AlgorithmSpecificationHasBeenSet() const { return m_algorithmSpecificationHasBeenSet; }
    inline void SetAlgorithmSpecification(const AlgorithmSpecification& value) { m_algorithmSpecificationHasBeenSet = true; m_algorithmSpecification = value; }
    inline void SetAlgorithmSpecification(AlgorithmSpecification&& value) { m_algorithmSpecificationHasBeenSet = true; m_algorithmSpecification = std::move(value); }
    inline TrainingJob& WithAlgorithmSpecification(const AlgorithmSpecification& value) { SetAlgorithmSpecification(value); return *this;}
    inline TrainingJob& WithAlgorithmSpecification(AlgorithmSpecification&& value) { SetAlgorithmSpecification(std::move(value)); return *this;}
 
 
    inline const Aws::String& GetRoleArn() const{ return m_roleArn; }
    inline bool RoleArnHasBeenSet() const { return m_roleArnHasBeenSet; }
    inline void SetRoleArn(const Aws::String& value) { m_roleArnHasBeenSet = true; m_roleArn = value; }
    inline void SetRoleArn(Aws::String&& value) { m_roleArnHasBeenSet = true; m_roleArn = std::move(value); }
    inline void SetRoleArn(const char* value) { m_roleArnHasBeenSet = true; m_roleArn.assign(value); }
    inline TrainingJob& WithRoleArn(const Aws::String& value) { SetRoleArn(value); return *this;}
    inline TrainingJob& WithRoleArn(Aws::String&& value) { SetRoleArn(std::move(value)); return *this;}
    inline TrainingJob& WithRoleArn(const char* value) { SetRoleArn(value); return *this;}
 
 
    inline const Aws::Vector<Channel>& GetInputDataConfig() const{ return m_inputDataConfig; }
    inline bool InputDataConfigHasBeenSet() const { return m_inputDataConfigHasBeenSet; }
    inline void SetInputDataConfig(const Aws::Vector<Channel>& value) { m_inputDataConfigHasBeenSet = true; m_inputDataConfig = value; }
    inline void SetInputDataConfig(Aws::Vector<Channel>&& value) { m_inputDataConfigHasBeenSet = true; m_inputDataConfig = std::move(value); }
    inline TrainingJob& WithInputDataConfig(const Aws::Vector<Channel>& value) { SetInputDataConfig(value); return *this;}
    inline TrainingJob& WithInputDataConfig(Aws::Vector<Channel>&& value) { SetInputDataConfig(std::move(value)); return *this;}
    inline TrainingJob& AddInputDataConfig(const Channel& value) { m_inputDataConfigHasBeenSet = true; m_inputDataConfig.push_back(value); return *this; }
    inline TrainingJob& AddInputDataConfig(Channel&& value) { m_inputDataConfigHasBeenSet = true; m_inputDataConfig.push_back(std::move(value)); return *this; }
 
 
    inline const OutputDataConfig& GetOutputDataConfig() const{ return m_outputDataConfig; }
    inline bool OutputDataConfigHasBeenSet() const { return m_outputDataConfigHasBeenSet; }
    inline void SetOutputDataConfig(const OutputDataConfig& value) { m_outputDataConfigHasBeenSet = true; m_outputDataConfig = value; }
    inline void SetOutputDataConfig(OutputDataConfig&& value) { m_outputDataConfigHasBeenSet = true; m_outputDataConfig = std::move(value); }
    inline TrainingJob& WithOutputDataConfig(const OutputDataConfig& value) { SetOutputDataConfig(value); return *this;}
    inline TrainingJob& WithOutputDataConfig(OutputDataConfig&& value) { SetOutputDataConfig(std::move(value)); return *this;}
 
 
    inline const ResourceConfig& GetResourceConfig() const{ return m_resourceConfig; }
    inline bool ResourceConfigHasBeenSet() const { return m_resourceConfigHasBeenSet; }
    inline void SetResourceConfig(const ResourceConfig& value) { m_resourceConfigHasBeenSet = true; m_resourceConfig = value; }
    inline void SetResourceConfig(ResourceConfig&& value) { m_resourceConfigHasBeenSet = true; m_resourceConfig = std::move(value); }
    inline TrainingJob& WithResourceConfig(const ResourceConfig& value) { SetResourceConfig(value); return *this;}
    inline TrainingJob& WithResourceConfig(ResourceConfig&& value) { SetResourceConfig(std::move(value)); return *this;}
 
 
    inline const VpcConfig& GetVpcConfig() const{ return m_vpcConfig; }
    inline bool VpcConfigHasBeenSet() const { return m_vpcConfigHasBeenSet; }
    inline void SetVpcConfig(const VpcConfig& value) { m_vpcConfigHasBeenSet = true; m_vpcConfig = value; }
    inline void SetVpcConfig(VpcConfig&& value) { m_vpcConfigHasBeenSet = true; m_vpcConfig = std::move(value); }
    inline TrainingJob& WithVpcConfig(const VpcConfig& value) { SetVpcConfig(value); return *this;}
    inline TrainingJob& WithVpcConfig(VpcConfig&& value) { SetVpcConfig(std::move(value)); return *this;}
 
 
    inline const StoppingCondition& GetStoppingCondition() const{ return m_stoppingCondition; }
    inline bool StoppingConditionHasBeenSet() const { return m_stoppingConditionHasBeenSet; }
    inline void SetStoppingCondition(const StoppingCondition& value) { m_stoppingConditionHasBeenSet = true; m_stoppingCondition = value; }
    inline void SetStoppingCondition(StoppingCondition&& value) { m_stoppingConditionHasBeenSet = true; m_stoppingCondition = std::move(value); }
    inline TrainingJob& WithStoppingCondition(const StoppingCondition& value) { SetStoppingCondition(value); return *this;}
    inline TrainingJob& WithStoppingCondition(StoppingCondition&& value) { SetStoppingCondition(std::move(value)); return *this;}
 
 
    inline const Aws::Utils::DateTime& GetCreationTime() const{ return m_creationTime; }
    inline bool CreationTimeHasBeenSet() const { return m_creationTimeHasBeenSet; }
    inline void SetCreationTime(const Aws::Utils::DateTime& value) { m_creationTimeHasBeenSet = true; m_creationTime = value; }
    inline void SetCreationTime(Aws::Utils::DateTime&& value) { m_creationTimeHasBeenSet = true; m_creationTime = std::move(value); }
    inline TrainingJob& WithCreationTime(const Aws::Utils::DateTime& value) { SetCreationTime(value); return *this;}
    inline TrainingJob& WithCreationTime(Aws::Utils::DateTime&& value) { SetCreationTime(std::move(value)); return *this;}
 
 
    inline const Aws::Utils::DateTime& GetTrainingStartTime() const{ return m_trainingStartTime; }
    inline bool TrainingStartTimeHasBeenSet() const { return m_trainingStartTimeHasBeenSet; }
    inline void SetTrainingStartTime(const Aws::Utils::DateTime& value) { m_trainingStartTimeHasBeenSet = true; m_trainingStartTime = value; }
    inline void SetTrainingStartTime(Aws::Utils::DateTime&& value) { m_trainingStartTimeHasBeenSet = true; m_trainingStartTime = std::move(value); }
    inline TrainingJob& WithTrainingStartTime(const Aws::Utils::DateTime& value) { SetTrainingStartTime(value); return *this;}
    inline TrainingJob& WithTrainingStartTime(Aws::Utils::DateTime&& value) { SetTrainingStartTime(std::move(value)); return *this;}
 
 
    inline const Aws::Utils::DateTime& GetTrainingEndTime() const{ return m_trainingEndTime; }
    inline bool TrainingEndTimeHasBeenSet() const { return m_trainingEndTimeHasBeenSet; }
    inline void SetTrainingEndTime(const Aws::Utils::DateTime& value) { m_trainingEndTimeHasBeenSet = true; m_trainingEndTime = value; }
    inline void SetTrainingEndTime(Aws::Utils::DateTime&& value) { m_trainingEndTimeHasBeenSet = true; m_trainingEndTime = std::move(value); }
    inline TrainingJob& WithTrainingEndTime(const Aws::Utils::DateTime& value) { SetTrainingEndTime(value); return *this;}
    inline TrainingJob& WithTrainingEndTime(Aws::Utils::DateTime&& value) { SetTrainingEndTime(std::move(value)); return *this;}
 
 
    inline const Aws::Utils::DateTime& GetLastModifiedTime() const{ return m_lastModifiedTime; }
    inline bool LastModifiedTimeHasBeenSet() const { return m_lastModifiedTimeHasBeenSet; }
    inline void SetLastModifiedTime(const Aws::Utils::DateTime& value) { m_lastModifiedTimeHasBeenSet = true; m_lastModifiedTime = value; }
    inline void SetLastModifiedTime(Aws::Utils::DateTime&& value) { m_lastModifiedTimeHasBeenSet = true; m_lastModifiedTime = std::move(value); }
    inline TrainingJob& WithLastModifiedTime(const Aws::Utils::DateTime& value) { SetLastModifiedTime(value); return *this;}
    inline TrainingJob& WithLastModifiedTime(Aws::Utils::DateTime&& value) { SetLastModifiedTime(std::move(value)); return *this;}
 
 
    inline const Aws::Vector<SecondaryStatusTransition>& GetSecondaryStatusTransitions() const{ return m_secondaryStatusTransitions; }
    inline bool SecondaryStatusTransitionsHasBeenSet() const { return m_secondaryStatusTransitionsHasBeenSet; }
    inline void SetSecondaryStatusTransitions(const Aws::Vector<SecondaryStatusTransition>& value) { m_secondaryStatusTransitionsHasBeenSet = true; m_secondaryStatusTransitions = value; }
    inline void SetSecondaryStatusTransitions(Aws::Vector<SecondaryStatusTransition>&& value) { m_secondaryStatusTransitionsHasBeenSet = true; m_secondaryStatusTransitions = std::move(value); }
    inline TrainingJob& WithSecondaryStatusTransitions(const Aws::Vector<SecondaryStatusTransition>& value) { SetSecondaryStatusTransitions(value); return *this;}
    inline TrainingJob& WithSecondaryStatusTransitions(Aws::Vector<SecondaryStatusTransition>&& value) { SetSecondaryStatusTransitions(std::move(value)); return *this;}
    inline TrainingJob& AddSecondaryStatusTransitions(const SecondaryStatusTransition& value) { m_secondaryStatusTransitionsHasBeenSet = true; m_secondaryStatusTransitions.push_back(value); return *this; }
    inline TrainingJob& AddSecondaryStatusTransitions(SecondaryStatusTransition&& value) { m_secondaryStatusTransitionsHasBeenSet = true; m_secondaryStatusTransitions.push_back(std::move(value)); return *this; }
 
 
    inline const Aws::Vector<MetricData>& GetFinalMetricDataList() const{ return m_finalMetricDataList; }
    inline bool FinalMetricDataListHasBeenSet() const { return m_finalMetricDataListHasBeenSet; }
    inline void SetFinalMetricDataList(const Aws::Vector<MetricData>& value) { m_finalMetricDataListHasBeenSet = true; m_finalMetricDataList = value; }
    inline void SetFinalMetricDataList(Aws::Vector<MetricData>&& value) { m_finalMetricDataListHasBeenSet = true; m_finalMetricDataList = std::move(value); }
    inline TrainingJob& WithFinalMetricDataList(const Aws::Vector<MetricData>& value) { SetFinalMetricDataList(value); return *this;}
    inline TrainingJob& WithFinalMetricDataList(Aws::Vector<MetricData>&& value) { SetFinalMetricDataList(std::move(value)); return *this;}
    inline TrainingJob& AddFinalMetricDataList(const MetricData& value) { m_finalMetricDataListHasBeenSet = true; m_finalMetricDataList.push_back(value); return *this; }
    inline TrainingJob& AddFinalMetricDataList(MetricData&& value) { m_finalMetricDataListHasBeenSet = true; m_finalMetricDataList.push_back(std::move(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; }
    inline void SetCheckpointConfig(const CheckpointConfig& value) { m_checkpointConfigHasBeenSet = true; m_checkpointConfig = value; }
    inline void SetCheckpointConfig(CheckpointConfig&& value) { m_checkpointConfigHasBeenSet = true; m_checkpointConfig = std::move(value); }
    inline TrainingJob& WithCheckpointConfig(const CheckpointConfig& value) { SetCheckpointConfig(value); return *this;}
    inline TrainingJob& WithCheckpointConfig(CheckpointConfig&& value) { SetCheckpointConfig(std::move(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; }
    inline void SetDebugHookConfig(const DebugHookConfig& value) { m_debugHookConfigHasBeenSet = true; m_debugHookConfig = value; }
    inline void SetDebugHookConfig(DebugHookConfig&& value) { m_debugHookConfigHasBeenSet = true; m_debugHookConfig = std::move(value); }
    inline TrainingJob& WithDebugHookConfig(const DebugHookConfig& value) { SetDebugHookConfig(value); return *this;}
    inline TrainingJob& WithDebugHookConfig(DebugHookConfig&& value) { SetDebugHookConfig(std::move(value)); return *this;}
 
    
    inline const ExperimentConfig& GetExperimentConfig() const{ return m_experimentConfig; }
    inline bool ExperimentConfigHasBeenSet() const { return m_experimentConfigHasBeenSet; }
    inline void SetExperimentConfig(const ExperimentConfig& value) { m_experimentConfigHasBeenSet = true; m_experimentConfig = value; }
    inline void SetExperimentConfig(ExperimentConfig&& value) { m_experimentConfigHasBeenSet = true; m_experimentConfig = std::move(value); }
    inline TrainingJob& WithExperimentConfig(const ExperimentConfig& value) { SetExperimentConfig(value); return *this;}
    inline TrainingJob& WithExperimentConfig(ExperimentConfig&& value) { SetExperimentConfig(std::move(value)); return *this;}
 
 
    inline const Aws::Vector<DebugRuleConfiguration>& GetDebugRuleConfigurations() const{ return m_debugRuleConfigurations; }
    inline bool DebugRuleConfigurationsHasBeenSet() const { return m_debugRuleConfigurationsHasBeenSet; }
    inline void SetDebugRuleConfigurations(const Aws::Vector<DebugRuleConfiguration>& value) { m_debugRuleConfigurationsHasBeenSet = true; m_debugRuleConfigurations = value; }
    inline void SetDebugRuleConfigurations(Aws::Vector<DebugRuleConfiguration>&& value) { m_debugRuleConfigurationsHasBeenSet = true; m_debugRuleConfigurations = std::move(value); }
    inline TrainingJob& WithDebugRuleConfigurations(const Aws::Vector<DebugRuleConfiguration>& value) { SetDebugRuleConfigurations(value); return *this;}
    inline TrainingJob& WithDebugRuleConfigurations(Aws::Vector<DebugRuleConfiguration>&& value) { SetDebugRuleConfigurations(std::move(value)); return *this;}
    inline TrainingJob& AddDebugRuleConfigurations(const DebugRuleConfiguration& value) { m_debugRuleConfigurationsHasBeenSet = true; m_debugRuleConfigurations.push_back(value); return *this; }
    inline TrainingJob& AddDebugRuleConfigurations(DebugRuleConfiguration&& value) { m_debugRuleConfigurationsHasBeenSet = true; m_debugRuleConfigurations.push_back(std::move(value)); return *this; }
 
    
    inline const TensorBoardOutputConfig& GetTensorBoardOutputConfig() const{ return m_tensorBoardOutputConfig; }
    inline bool TensorBoardOutputConfigHasBeenSet() const { return m_tensorBoardOutputConfigHasBeenSet; }
    inline void SetTensorBoardOutputConfig(const TensorBoardOutputConfig& value) { m_tensorBoardOutputConfigHasBeenSet = true; m_tensorBoardOutputConfig = value; }
    inline void SetTensorBoardOutputConfig(TensorBoardOutputConfig&& value) { m_tensorBoardOutputConfigHasBeenSet = true; m_tensorBoardOutputConfig = std::move(value); }
    inline TrainingJob& WithTensorBoardOutputConfig(const TensorBoardOutputConfig& value) { SetTensorBoardOutputConfig(value); return *this;}
    inline TrainingJob& WithTensorBoardOutputConfig(TensorBoardOutputConfig&& value) { SetTensorBoardOutputConfig(std::move(value)); return *this;}
 
 
    inline const Aws::Vector<DebugRuleEvaluationStatus>& GetDebugRuleEvaluationStatuses() const{ return m_debugRuleEvaluationStatuses; }
    inline bool DebugRuleEvaluationStatusesHasBeenSet() const { return m_debugRuleEvaluationStatusesHasBeenSet; }
    inline void SetDebugRuleEvaluationStatuses(const Aws::Vector<DebugRuleEvaluationStatus>& value) { m_debugRuleEvaluationStatusesHasBeenSet = true; m_debugRuleEvaluationStatuses = value; }
    inline void SetDebugRuleEvaluationStatuses(Aws::Vector<DebugRuleEvaluationStatus>&& value) { m_debugRuleEvaluationStatusesHasBeenSet = true; m_debugRuleEvaluationStatuses = std::move(value); }
    inline TrainingJob& WithDebugRuleEvaluationStatuses(const Aws::Vector<DebugRuleEvaluationStatus>& value) { SetDebugRuleEvaluationStatuses(value); return *this;}
    inline TrainingJob& WithDebugRuleEvaluationStatuses(Aws::Vector<DebugRuleEvaluationStatus>&& value) { SetDebugRuleEvaluationStatuses(std::move(value)); return *this;}
    inline TrainingJob& AddDebugRuleEvaluationStatuses(const DebugRuleEvaluationStatus& value) { m_debugRuleEvaluationStatusesHasBeenSet = true; m_debugRuleEvaluationStatuses.push_back(value); return *this; }
    inline TrainingJob& AddDebugRuleEvaluationStatuses(DebugRuleEvaluationStatus&& value) { m_debugRuleEvaluationStatusesHasBeenSet = true; m_debugRuleEvaluationStatuses.push_back(std::move(value)); return *this; }
 
    
    inline const ProfilerConfig& GetProfilerConfig() const{ return m_profilerConfig; }
    inline bool ProfilerConfigHasBeenSet() const { return m_profilerConfigHasBeenSet; }
    inline void SetProfilerConfig(const ProfilerConfig& value) { m_profilerConfigHasBeenSet = true; m_profilerConfig = value; }
    inline void SetProfilerConfig(ProfilerConfig&& value) { m_profilerConfigHasBeenSet = true; m_profilerConfig = std::move(value); }
    inline TrainingJob& WithProfilerConfig(const ProfilerConfig& value) { SetProfilerConfig(value); return *this;}
    inline TrainingJob& WithProfilerConfig(ProfilerConfig&& value) { SetProfilerConfig(std::move(value)); return *this;}
 
 
    inline const Aws::Map<Aws::String, Aws::String>& GetEnvironment() const{ return m_environment; }
    inline bool EnvironmentHasBeenSet() const { return m_environmentHasBeenSet; }
    inline void SetEnvironment(const Aws::Map<Aws::String, Aws::String>& value) { m_environmentHasBeenSet = true; m_environment = value; }
    inline void SetEnvironment(Aws::Map<Aws::String, Aws::String>&& value) { m_environmentHasBeenSet = true; m_environment = std::move(value); }
    inline TrainingJob& WithEnvironment(const Aws::Map<Aws::String, Aws::String>& value) { SetEnvironment(value); return *this;}
    inline TrainingJob& WithEnvironment(Aws::Map<Aws::String, Aws::String>&& value) { SetEnvironment(std::move(value)); return *this;}
    inline TrainingJob& AddEnvironment(const Aws::String& key, const Aws::String& value) { m_environmentHasBeenSet = true; m_environment.emplace(key, value); return *this; }
    inline TrainingJob& AddEnvironment(Aws::String&& key, const Aws::String& value) { m_environmentHasBeenSet = true; m_environment.emplace(std::move(key), value); return *this; }
    inline TrainingJob& AddEnvironment(const Aws::String& key, Aws::String&& value) { m_environmentHasBeenSet = true; m_environment.emplace(key, std::move(value)); return *this; }
    inline TrainingJob& AddEnvironment(Aws::String&& key, Aws::String&& value) { m_environmentHasBeenSet = true; m_environment.emplace(std::move(key), std::move(value)); return *this; }
    inline TrainingJob& AddEnvironment(const char* key, Aws::String&& value) { m_environmentHasBeenSet = true; m_environment.emplace(key, std::move(value)); return *this; }
    inline TrainingJob& AddEnvironment(Aws::String&& key, const char* value) { m_environmentHasBeenSet = true; m_environment.emplace(std::move(key), value); return *this; }
    inline TrainingJob& AddEnvironment(const char* key, const char* value) { m_environmentHasBeenSet = true; m_environment.emplace(key, value); return *this; }
 
 
    inline const RetryStrategy& GetRetryStrategy() const{ return m_retryStrategy; }
    inline bool RetryStrategyHasBeenSet() const { return m_retryStrategyHasBeenSet; }
    inline void SetRetryStrategy(const RetryStrategy& value) { m_retryStrategyHasBeenSet = true; m_retryStrategy = value; }
    inline void SetRetryStrategy(RetryStrategy&& value) { m_retryStrategyHasBeenSet = true; m_retryStrategy = std::move(value); }
    inline TrainingJob& WithRetryStrategy(const RetryStrategy& value) { SetRetryStrategy(value); return *this;}
    inline TrainingJob& WithRetryStrategy(RetryStrategy&& value) { SetRetryStrategy(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 TrainingJob& WithTags(const Aws::Vector<Tag>& value) { SetTags(value); return *this;}
    inline TrainingJob& WithTags(Aws::Vector<Tag>&& value) { SetTags(std::move(value)); return *this;}
    inline TrainingJob& AddTags(const Tag& value) { m_tagsHasBeenSet = true; m_tags.push_back(value); return *this; }
    inline TrainingJob& AddTags(Tag&& value) { m_tagsHasBeenSet = true; m_tags.push_back(std::move(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;
    bool m_trainingJobStatusHasBeenSet = false;
 
    SecondaryStatus m_secondaryStatus;
    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;
    bool m_enableNetworkIsolationHasBeenSet = false;
 
    bool m_enableInterContainerTrafficEncryption;
    bool m_enableInterContainerTrafficEncryptionHasBeenSet = false;
 
    bool m_enableManagedSpotTraining;
    bool m_enableManagedSpotTrainingHasBeenSet = false;
 
    CheckpointConfig m_checkpointConfig;
    bool m_checkpointConfigHasBeenSet = false;
 
    int m_trainingTimeInSeconds;
    bool m_trainingTimeInSecondsHasBeenSet = false;
 
    int m_billableTimeInSeconds;
    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