TrainingSpecification.h

 
#pragma once
#include <aws/core/utils/memory/stl/AWSString.h>
#include <aws/core/utils/memory/stl/AWSVector.h>
#include <aws/sagemaker/SageMaker_EXPORTS.h>
#include <aws/sagemaker/model/AdditionalS3DataSource.h>
#include <aws/sagemaker/model/ChannelSpecification.h>
#include <aws/sagemaker/model/HyperParameterSpecification.h>
#include <aws/sagemaker/model/HyperParameterTuningJobObjective.h>
#include <aws/sagemaker/model/MetricDefinition.h>
#include <aws/sagemaker/model/TrainingInstanceType.h>
 
#include <utility>
 
namespace Aws {
namespace Utils {
namespace Json {
class JsonValue;
class JsonView;
}  // namespace Json
}  // namespace Utils
namespace SageMaker {
namespace Model {
 
class TrainingSpecification {
 public:
  AWS_SAGEMAKER_API TrainingSpecification() = default;
  AWS_SAGEMAKER_API TrainingSpecification(Aws::Utils::Json::JsonView jsonValue);
  AWS_SAGEMAKER_API TrainingSpecification& operator=(Aws::Utils::Json::JsonView jsonValue);
  AWS_SAGEMAKER_API Aws::Utils::Json::JsonValue Jsonize() const;
 
 
  inline const Aws::String& GetTrainingImage() const { return m_trainingImage; }
  inline bool TrainingImageHasBeenSet() const { return m_trainingImageHasBeenSet; }
  template <typename TrainingImageT = Aws::String>
  void SetTrainingImage(TrainingImageT&& value) {
    m_trainingImageHasBeenSet = true;
    m_trainingImage = std::forward<TrainingImageT>(value);
  }
  template <typename TrainingImageT = Aws::String>
  TrainingSpecification& WithTrainingImage(TrainingImageT&& value) {
    SetTrainingImage(std::forward<TrainingImageT>(value));
    return *this;
  }
 
 
  inline const Aws::String& GetTrainingImageDigest() const { return m_trainingImageDigest; }
  inline bool TrainingImageDigestHasBeenSet() const { return m_trainingImageDigestHasBeenSet; }
  template <typename TrainingImageDigestT = Aws::String>
  void SetTrainingImageDigest(TrainingImageDigestT&& value) {
    m_trainingImageDigestHasBeenSet = true;
    m_trainingImageDigest = std::forward<TrainingImageDigestT>(value);
  }
  template <typename TrainingImageDigestT = Aws::String>
  TrainingSpecification& WithTrainingImageDigest(TrainingImageDigestT&& value) {
    SetTrainingImageDigest(std::forward<TrainingImageDigestT>(value));
    return *this;
  }
 
 
  inline const Aws::Vector<HyperParameterSpecification>& GetSupportedHyperParameters() const { return m_supportedHyperParameters; }
  inline bool SupportedHyperParametersHasBeenSet() const { return m_supportedHyperParametersHasBeenSet; }
  template <typename SupportedHyperParametersT = Aws::Vector<HyperParameterSpecification>>
  void SetSupportedHyperParameters(SupportedHyperParametersT&& value) {
    m_supportedHyperParametersHasBeenSet = true;
    m_supportedHyperParameters = std::forward<SupportedHyperParametersT>(value);
  }
  template <typename SupportedHyperParametersT = Aws::Vector<HyperParameterSpecification>>
  TrainingSpecification& WithSupportedHyperParameters(SupportedHyperParametersT&& value) {
    SetSupportedHyperParameters(std::forward<SupportedHyperParametersT>(value));
    return *this;
  }
  template <typename SupportedHyperParametersT = HyperParameterSpecification>
  TrainingSpecification& AddSupportedHyperParameters(SupportedHyperParametersT&& value) {
    m_supportedHyperParametersHasBeenSet = true;
    m_supportedHyperParameters.emplace_back(std::forward<SupportedHyperParametersT>(value));
    return *this;
  }
 
 
  inline const Aws::Vector<TrainingInstanceType>& GetSupportedTrainingInstanceTypes() const { return m_supportedTrainingInstanceTypes; }
  inline bool SupportedTrainingInstanceTypesHasBeenSet() const { return m_supportedTrainingInstanceTypesHasBeenSet; }
  template <typename SupportedTrainingInstanceTypesT = Aws::Vector<TrainingInstanceType>>
  void SetSupportedTrainingInstanceTypes(SupportedTrainingInstanceTypesT&& value) {
    m_supportedTrainingInstanceTypesHasBeenSet = true;
    m_supportedTrainingInstanceTypes = std::forward<SupportedTrainingInstanceTypesT>(value);
  }
  template <typename SupportedTrainingInstanceTypesT = Aws::Vector<TrainingInstanceType>>
  TrainingSpecification& WithSupportedTrainingInstanceTypes(SupportedTrainingInstanceTypesT&& value) {
    SetSupportedTrainingInstanceTypes(std::forward<SupportedTrainingInstanceTypesT>(value));
    return *this;
  }
  inline TrainingSpecification& AddSupportedTrainingInstanceTypes(TrainingInstanceType value) {
    m_supportedTrainingInstanceTypesHasBeenSet = true;
    m_supportedTrainingInstanceTypes.push_back(value);
    return *this;
  }
 
 
  inline bool GetSupportsDistributedTraining() const { return m_supportsDistributedTraining; }
  inline bool SupportsDistributedTrainingHasBeenSet() const { return m_supportsDistributedTrainingHasBeenSet; }
  inline void SetSupportsDistributedTraining(bool value) {
    m_supportsDistributedTrainingHasBeenSet = true;
    m_supportsDistributedTraining = value;
  }
  inline TrainingSpecification& WithSupportsDistributedTraining(bool value) {
    SetSupportsDistributedTraining(value);
    return *this;
  }
 
 
  inline const Aws::Vector<MetricDefinition>& GetMetricDefinitions() const { return m_metricDefinitions; }
  inline bool MetricDefinitionsHasBeenSet() const { return m_metricDefinitionsHasBeenSet; }
  template <typename MetricDefinitionsT = Aws::Vector<MetricDefinition>>
  void SetMetricDefinitions(MetricDefinitionsT&& value) {
    m_metricDefinitionsHasBeenSet = true;
    m_metricDefinitions = std::forward<MetricDefinitionsT>(value);
  }
  template <typename MetricDefinitionsT = Aws::Vector<MetricDefinition>>
  TrainingSpecification& WithMetricDefinitions(MetricDefinitionsT&& value) {
    SetMetricDefinitions(std::forward<MetricDefinitionsT>(value));
    return *this;
  }
  template <typename MetricDefinitionsT = MetricDefinition>
  TrainingSpecification& AddMetricDefinitions(MetricDefinitionsT&& value) {
    m_metricDefinitionsHasBeenSet = true;
    m_metricDefinitions.emplace_back(std::forward<MetricDefinitionsT>(value));
    return *this;
  }
 
 
  inline const Aws::Vector<ChannelSpecification>& GetTrainingChannels() const { return m_trainingChannels; }
  inline bool TrainingChannelsHasBeenSet() const { return m_trainingChannelsHasBeenSet; }
  template <typename TrainingChannelsT = Aws::Vector<ChannelSpecification>>
  void SetTrainingChannels(TrainingChannelsT&& value) {
    m_trainingChannelsHasBeenSet = true;
    m_trainingChannels = std::forward<TrainingChannelsT>(value);
  }
  template <typename TrainingChannelsT = Aws::Vector<ChannelSpecification>>
  TrainingSpecification& WithTrainingChannels(TrainingChannelsT&& value) {
    SetTrainingChannels(std::forward<TrainingChannelsT>(value));
    return *this;
  }
  template <typename TrainingChannelsT = ChannelSpecification>
  TrainingSpecification& AddTrainingChannels(TrainingChannelsT&& value) {
    m_trainingChannelsHasBeenSet = true;
    m_trainingChannels.emplace_back(std::forward<TrainingChannelsT>(value));
    return *this;
  }
 
 
  inline const Aws::Vector<HyperParameterTuningJobObjective>& GetSupportedTuningJobObjectiveMetrics() const {
    return m_supportedTuningJobObjectiveMetrics;
  }
  inline bool SupportedTuningJobObjectiveMetricsHasBeenSet() const { return m_supportedTuningJobObjectiveMetricsHasBeenSet; }
  template <typename SupportedTuningJobObjectiveMetricsT = Aws::Vector<HyperParameterTuningJobObjective>>
  void SetSupportedTuningJobObjectiveMetrics(SupportedTuningJobObjectiveMetricsT&& value) {
    m_supportedTuningJobObjectiveMetricsHasBeenSet = true;
    m_supportedTuningJobObjectiveMetrics = std::forward<SupportedTuningJobObjectiveMetricsT>(value);
  }
  template <typename SupportedTuningJobObjectiveMetricsT = Aws::Vector<HyperParameterTuningJobObjective>>
  TrainingSpecification& WithSupportedTuningJobObjectiveMetrics(SupportedTuningJobObjectiveMetricsT&& value) {
    SetSupportedTuningJobObjectiveMetrics(std::forward<SupportedTuningJobObjectiveMetricsT>(value));
    return *this;
  }
  template <typename SupportedTuningJobObjectiveMetricsT = HyperParameterTuningJobObjective>
  TrainingSpecification& AddSupportedTuningJobObjectiveMetrics(SupportedTuningJobObjectiveMetricsT&& value) {
    m_supportedTuningJobObjectiveMetricsHasBeenSet = true;
    m_supportedTuningJobObjectiveMetrics.emplace_back(std::forward<SupportedTuningJobObjectiveMetricsT>(value));
    return *this;
  }
 
 
  inline const AdditionalS3DataSource& GetAdditionalS3DataSource() const { return m_additionalS3DataSource; }
  inline bool AdditionalS3DataSourceHasBeenSet() const { return m_additionalS3DataSourceHasBeenSet; }
  template <typename AdditionalS3DataSourceT = AdditionalS3DataSource>
  void SetAdditionalS3DataSource(AdditionalS3DataSourceT&& value) {
    m_additionalS3DataSourceHasBeenSet = true;
    m_additionalS3DataSource = std::forward<AdditionalS3DataSourceT>(value);
  }
  template <typename AdditionalS3DataSourceT = AdditionalS3DataSource>
  TrainingSpecification& WithAdditionalS3DataSource(AdditionalS3DataSourceT&& value) {
    SetAdditionalS3DataSource(std::forward<AdditionalS3DataSourceT>(value));
    return *this;
  }
 private:
  Aws::String m_trainingImage;
 
  Aws::String m_trainingImageDigest;
 
  Aws::Vector<HyperParameterSpecification> m_supportedHyperParameters;
 
  Aws::Vector<TrainingInstanceType> m_supportedTrainingInstanceTypes;
 
  bool m_supportsDistributedTraining{false};
 
  Aws::Vector<MetricDefinition> m_metricDefinitions;
 
  Aws::Vector<ChannelSpecification> m_trainingChannels;
 
  Aws::Vector<HyperParameterTuningJobObjective> m_supportedTuningJobObjectiveMetrics;
 
  AdditionalS3DataSource m_additionalS3DataSource;
  bool m_trainingImageHasBeenSet = false;
  bool m_trainingImageDigestHasBeenSet = false;
  bool m_supportedHyperParametersHasBeenSet = false;
  bool m_supportedTrainingInstanceTypesHasBeenSet = false;
  bool m_supportsDistributedTrainingHasBeenSet = false;
  bool m_metricDefinitionsHasBeenSet = false;
  bool m_trainingChannelsHasBeenSet = false;
  bool m_supportedTuningJobObjectiveMetricsHasBeenSet = false;
  bool m_additionalS3DataSourceHasBeenSet = false;
};
 
}  // namespace Model
}  // namespace SageMaker
}  // namespace Aws