TrackQualityEstimatorMVAModule.h

/**************************************************************************
 * basf2 (Belle II Analysis Software Framework)                           *
 * Author: The Belle II Collaboration                                     *
 *                                                                        *
 * See git log for contributors and copyright holders.                    *
 * This file is licensed under LGPL-3.0, see LICENSE.md.                  *
 **************************************************************************/
 
#pragma once
#include <tracking/trackingUtilities/mva/MVAExpert.h>
#include <tracking/spacePointCreation/SpacePointTrackCand.h>
#include <tracking/trackFindingVXD/trackQualityEstimators/QualityEstimatorBase.h>
 
#include <tracking/trackFitting/trackQualityEstimator/variableExtractors/EventInfoExtractor.h>
#include <tracking/trackFitting/trackQualityEstimator/variableExtractors/RecoTrackExtractor.h>
#include <tracking/trackFitting/trackQualityEstimator/variableExtractors/SubRecoTrackExtractor.h>
#include <tracking/trackFitting/trackQualityEstimator/variableExtractors/HitInfoExtractor.h>
#include <tracking/trackFindingVXD/variableExtractors/ClusterInfoExtractor.h>
#include <tracking/trackFindingVXD/variableExtractors/QEResultsExtractor.h>
 
#include <framework/core/Module.h>
#include <framework/datastore/StoreArray.h>
#include <tracking/dataobjects/RecoTrack.h>
 
namespace Belle2 {

  class TrackQualityEstimatorMVAModule : public Module {
 
  public:

    TrackQualityEstimatorMVAModule();

    void initialize() override;

    void beginRun() override;

    void event() override;
 
 
  private:
    std::string m_recoTracksStoreArrayName = "RecoTracks";
    std::string m_cdcRecoTracksStoreArrayName = "CDCRecoTracks";
    std::string m_svdRecoTracksStoreArrayName = "SVDRecoTracks";
    std::string m_pxdRecoTracksStoreArrayName = "PXDRecoTracks";
    std::string m_tracksStoreArrayName = "Tracks";

    std::string m_weightFileIdentifier = "trackfitting_MVATrackQualityIndicator";

    bool m_collectEventFeatures = false;

    StoreArray<RecoTrack> m_recoTracks;

    std::unique_ptr<TrackingUtilities::MVAExpert> m_mvaExpert;

    std::unique_ptr<EventInfoExtractor> m_eventInfoExtractor;
    std::unique_ptr<RecoTrackExtractor> m_recoTrackExtractor;
    std::unique_ptr<SubRecoTrackExtractor> m_subRecoTrackExtractor;
    std::unique_ptr<HitInfoExtractor> m_hitInfoExtractor;

    std::vector<TrackingUtilities::Named<float*>>  m_variableSet;

    std::unique_ptr<QEResultsExtractor> m_qeResultsExtractor;

    std::unique_ptr<ClusterInfoExtractor> m_clusterInfoExtractor;

    std::unique_ptr<QEResultsExtractor> m_qeResultsExtractorBefore;

    std::unique_ptr<ClusterInfoExtractor> m_clusterInfoExtractorBefore;

    std::unique_ptr<QualityEstimatorBase> m_estimator;

    float m_nSpacePoints = NAN;
    float m_nSpacePointsBefore = NAN;

    std::string m_SVDEstimationMethod = "tripletFit";
  };

}