MVAExpert.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 <mva/dataobjects/DatabaseRepresentationOfWeightfile.h>
#include <tracking/trackFindingVXD/utilities/Named.h>
#include <mva/interface/Weightfile.h>
#include <mva/interface/Expert.h>
 
#include <framework/database/DBObjPtr.h>
 
 
namespace Belle2 {
 
  class DatabaseRepresentationOfWeightfile;
  namespace MVA {
    class Expert;
    class Weightfile;
  }

  class MVAExpert {
  public:
    MVAExpert(const std::string& identifier, std::vector<Named<float*>> namedVariables);

    void initialize();

    void beginRun();

    std::unique_ptr<MVA::Weightfile> getWeightFile();

    float predict();
 
  private:
    std::vector<Named<float*>> m_allNamedVariables;

    std::vector<Named<float*>> m_selectedNamedVariables;

    std::unique_ptr<DBObjPtr<DatabaseRepresentationOfWeightfile> > m_weightfileRepresentation;

    std::unique_ptr<MVA::Expert> m_expert;

    std::unique_ptr<MVA::Dataset> m_dataset;

    std::string m_identifier;
  };

}