ECLChargedPIDMVAModule.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
 
//FRAMEWORK
#include <framework/core/Module.h>
#include <framework/datastore/StoreArray.h>
#include <framework/datastore/StoreObjPtr.h>
#include <framework/database/DBObjPtr.h>
#include <framework/dataobjects/EventMetaData.h>
 
// MVA
#include <mva/interface/Expert.h>
#include <mva/interface/Dataset.h>
 
//MDST
#include <mdst/dataobjects/Track.h>
 
//ECL
#include <ecl/dataobjects/ECLPidLikelihood.h>
#include <ecl/dbobjects/ECLChargedPIDMVAWeights.h>
 
 
namespace Belle2 {
  class ECLChargedPIDMVAModule : public Module {
 
  public:
 
    ECLChargedPIDMVAModule();
 
    virtual ~ECLChargedPIDMVAModule();
 
    virtual void initialize() override;
 
    virtual void beginRun() override;
 
    virtual void event() override;
 
    void checkDBPayloads();
 
    void initializeMVA();
 
    float logTransformation(const float value, const float offset, const float max) const;
 
    float gaussTransformation(const float value, const TH1F* cdf) const;
 
    std::vector<float> decorrTransformation(const std::vector<float> scores, const std::vector<float>* decorrelationMatrix) const;
 
 
  private:
 
    float evaluateVariable(const Variable::Manager::Var* varobj, const Particle* particle);
 
    std::string m_payload_name;
 
    StoreObjPtr<EventMetaData> m_eventMetaData;
 
    StoreArray<Track> m_tracks;
 
    StoreArray<ECLPidLikelihood> m_eclPidLikelihoods;
 
    std::unique_ptr<DBObjPtr<ECLChargedPIDMVAWeights>> m_mvaWeights;
 
    std::unordered_map<unsigned int, std::unique_ptr<MVA::Expert>> m_experts;
 
    static constexpr float c_dummyLogL = -87.3365;
 
    std::vector<const Variable::Manager::Var*> m_binningVariables;
 
    std::unordered_map<unsigned int, std::vector<const Variable::Manager::Var*>> m_variables;
 
    std::unordered_map<unsigned int, std::unique_ptr<MVA::SingleDataset>> m_datasets;
 
    static constexpr double c_sqrt2 = 1.41421356237309504880;
 
  }; // class
} // Belle2 namespace