Utility.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/interface/Interface.h>
#include <mva/interface/Options.h>
#include <mva/interface/Weightfile.h>
 
namespace Belle2::MVA {
 
  class Utility {
 
  public:
 
    static void download(const std::string& identifier, const std::string& filename, int experiment = 0, int run = 0, int event = 0);
 
    static void upload(const std::string& filename, const std::string& identifier, int exp1 = 0, int run1 = 0, int exp2 = -1,
                       int run2 = -1);
 
    static void upload_array(const std::vector<std::string>& filenames, const std::string& identifier, int exp1 = 0, int run1 = 0,
                             int exp2 = -1, int run2 = -1);
 
    static bool available(const std::string& filename, int experiment = 0, int run = 0, int event = 0);
 
    static void extract(const std::string& filename, const std::string& directory);
 
    static std::string info(const std::string& filename);
 
    static void save_custom_weightfile(const GeneralOptions& general_options, const SpecificOptions& specific_options,
                                       const std::string& custom_weightfile, const std::string& output_identifier = "");
 
    static void teacher(const GeneralOptions& general_options, const SpecificOptions& specific_options,
                        const MetaOptions& meta_options = MetaOptions());
 
    static void expert(const std::vector<std::string>& filenames, const std::vector<std::string>& datafiles,
                       const std::string& treename,
                       const std::string& outputfile, int experiment = 0, int run = 0, int event = 0, bool copy_target = true);
 
    static std::unique_ptr<Belle2::MVA::Expert> teacher_dataset(GeneralOptions general_options, const SpecificOptions& specific_options,
                                                                Dataset& data);
 
    static std::unique_ptr<Belle2::MVA::Expert> teacher_splot(const GeneralOptions& general_options,
                                                              const SpecificOptions& specific_options,
                                                              const MetaOptions& meta_options);
 
    static std::unique_ptr<Belle2::MVA::Expert> teacher_sideband_subtraction(const GeneralOptions& general_options,
        const SpecificOptions& specific_options,
        const MetaOptions& meta_options);
 
    static std::unique_ptr<Belle2::MVA::Expert> teacher_reweighting(const GeneralOptions& general_options,
        const SpecificOptions& specific_options,
        const MetaOptions& meta_options);
 
  };
 
}