MuonEfficiencyScaleFactors.cxx

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/*
 Copyright (C) 2002-2024 CERN for the benefit of the ATLAS collaboration
 */
 
#include "MuonEfficiencyCorrections/MuonEfficiencyScaleFactors.h"
#include "MuonEfficiencyCorrections/MuonEfficiencyType.h"
#include "MuonEfficiencyCorrections/EffiCollection.h"
 
#include "AsgDataHandles/ReadHandle.h"
#include "AsgMessaging/StatusCode.h"
#include "PATInterfaces/SystematicRegistry.h"
#include "PATInterfaces/SystematicVariation.h"
#include "PathResolver/PathResolver.h"
 
#include <TTree.h>
#include <TFile.h>
namespace CP {
 
    struct MuonEfficiencyScaleFactors::Accessors : public columnar::ColumnarTool<>
    {
        columnar::EventInfoAccessor<columnar::ObjectColumn> eventInfoCol {*this, "EventInfo"};
        columnar::EventInfoHelpers::EventTypeAccessor<> eventTypeAcc {*this};
        columnar::EventInfoAccessor<uint32_t> runNumberAcc {*this, "runNumber"};
        columnar::EventInfoAccessor<unsigned int> acc_rnd{*this, "RandomRunNumber"};
 
        columnar::MuonAccessor<columnar::ObjectColumn> muons {*this, "Muons"};
        columnar::MuonDecorator<float> sfDec {*this, "sfOut"};
        columnar::MuonDecorator<char> validDec {*this, "validOut"};
 
        using ColumnarTool::ColumnarTool;
    };
 
    MuonEfficiencyScaleFactors::MuonEfficiencyScaleFactors(const std::string& name) :
                asg::AsgTool(name),
                m_wp("Medium"),
                m_sf_sets(),
                m_current_sf(),
                m_custom_dir(),
                m_custom_file_Combined(),
                m_custom_file_Calo(),
                m_custom_file_HighEta(),
                m_custom_file_LowPt(),
                m_custom_file_LowPtCalo(),
                m_custom_file_LRTCombined(),
                m_custom_file_LRTLowPt(),
                m_efficiency_decoration_name_data(),
                m_efficiency_decoration_name_mc(),
                m_sf_decoration_name(),
                m_calibration_version("230213_Preliminary_r22run2"),
                m_lowpt_threshold(-1.),
                m_iso_jet_dR("dRJet"),
                m_use2DIsoCorr(false),
                m_affectingSys(),
                m_filtered_sys_sets(),
                m_init(false),
                m_seperateSystBins(false),
                m_breakDownSyst(false),
                m_applyKineDepSys(true),
                m_useLRT(false),
                m_Type(CP::MuonEfficiencyType::Undefined) {
 
        m_accessors = std::make_unique<Accessors>(this);
 
        declareProperty("WorkingPoint", m_wp);
 
        // these are for debugging / testing, *not* for general use!
        declareProperty("CustomInputFolder", m_custom_dir);
        declareProperty("CustomFileCaloTag", m_custom_file_Calo);
        declareProperty("CustomFileCombined", m_custom_file_Combined);
        declareProperty("CustomFileHighEta", m_custom_file_HighEta);
        declareProperty("CustomFileLowPt", m_custom_file_LowPt);
        declareProperty("CustomFileLowPtCalo", m_custom_file_LowPtCalo);
        declareProperty("CustomFileLRTCombined", m_custom_file_LRTCombined);
        declareProperty("CustomFileLRTLowPt", m_custom_file_LRTLowPt);
        
        // Apply additional systematics to account for negelected pt dependency
        // in the maps themselves or for non-closure
        declareProperty("ApplyKinematicSystematic", m_applyKineDepSys);
 
        // Set specific names for the decorations of the scale-factors to the muon
        declareProperty("DataEfficiencyDecorationName", m_efficiency_decoration_name_data);
        declareProperty("MCEfficiencyDecorationName", m_efficiency_decoration_name_mc);
        declareProperty("ScaleFactorDecorationName", m_sf_decoration_name);
      
        declareProperty("CalibrationRelease", m_calibration_version);
        // Set this property to -1 if you do not want to use the JPsi
        // reconstruction scale-factors
        declareProperty("LowPtThreshold", m_lowpt_threshold);
        declareProperty("UncorrelateSystematics", m_seperateSystBins);
        declareProperty("BreakDownSystematics", m_breakDownSyst);
        declareProperty("CloseJetDRDecorator", m_iso_jet_dR);
        declareProperty("Use2DIsoCorrections", m_use2DIsoCorr);
        declareProperty("UseLRT", m_useLRT);
    }
    MuonEfficiencyScaleFactors::~MuonEfficiencyScaleFactors() = default;
    const std::string& MuonEfficiencyScaleFactors::close_by_jet_decoration() const{
        return m_iso_jet_dR;
    }
    bool MuonEfficiencyScaleFactors::use_2D_iso_corrections() const{
        return m_use2DIsoCorr;
    }
    float MuonEfficiencyScaleFactors::lowPtTransition() const{
        return m_lowpt_threshold;
    }
    bool MuonEfficiencyScaleFactors::uncorrelate_sys() const { return m_seperateSystBins; }
    CP::MuonEfficiencyType MuonEfficiencyScaleFactors::measurement() const{
        return m_Type;
    }
    std::string MuonEfficiencyScaleFactors::sf_decoration() const {
        return m_sf_decoration_name.empty() ? std::string("SF") + m_wp : m_sf_decoration_name;
    }
    std::string MuonEfficiencyScaleFactors::data_effi_decoration() const{
        return m_efficiency_decoration_name_data.empty() ? std::string("DataEffi") + m_wp : m_efficiency_decoration_name_data;
    }
    std::string MuonEfficiencyScaleFactors::mc_effi_decoration() const{
        return m_efficiency_decoration_name_mc.empty() ? std::string("MCEffi") + m_wp : m_efficiency_decoration_name_mc;
    }    
    std::string MuonEfficiencyScaleFactors::sf_replica_decoration() const {
        return std::string("Replica") + sf_decoration();
    }
    std::string MuonEfficiencyScaleFactors::data_effi_replica_decoration() const{
        return std::string("Replica") + data_effi_decoration();
    }
    std::string MuonEfficiencyScaleFactors::mc_effi_replica_deocration() const{
        return std::string("Replica") + mc_effi_decoration();
    }
    size_t MuonEfficiencyScaleFactors::getPosition(const EffiCollection* coll) const {
        size_t i = 0;
        for (const auto& sf: m_sf_sets) {
            if (sf.get() == coll) return i;
            ++i;
        }
        return  i;
    }               
    size_t MuonEfficiencyScaleFactors::getNCollections() const{
        return m_sf_sets.size();
    }
    bool MuonEfficiencyScaleFactors::use_lrt() const{
        return m_useLRT;
    }
    StatusCode MuonEfficiencyScaleFactors::initialize() {
        if (m_init) {
            ATH_MSG_INFO("The tool using working point " << m_wp << " is already initialized.");
            return StatusCode::SUCCESS;
        }
        if (m_wp.find("Iso") != std::string::npos) {
            m_Type = CP::MuonEfficiencyType::Iso;
 
        } else if (m_wp.find("BadMuon") != std::string::npos) {
            m_Type = CP::MuonEfficiencyType::BadMuonVeto;
            m_applyKineDepSys = true;
        } else if (m_wp.find("TTVA") != std::string::npos) {
            m_Type = CP::MuonEfficiencyType::TTVA;
        } else {
            m_Type = CP::MuonEfficiencyType::Reco;
            if (m_useLRT && m_wp!="Medium") {
                ATH_MSG_FATAL(Form("Only Medium identification WP is supported for LRT muons. You chose %s.", m_wp.c_str()));
                return StatusCode::FAILURE;
            }
        }
        ATH_MSG_INFO("Efficiency type is = " << EfficiencyTypeName(m_Type));
 
        // temporary workaround to avoid bad Jpsi scale factors
        if (m_lowpt_threshold < 0) { // not set by the user, use default values
            if (m_calibration_version.find("run3") != std::string::npos) {
                m_lowpt_threshold = 1e4;
            } else {
                m_lowpt_threshold = 15e3;
            }
        }
 
        if (m_Type == CP::MuonEfficiencyType::Iso || m_Type == CP::MuonEfficiencyType::TTVA || m_Type == MuonEfficiencyType::BadMuonVeto || (m_Type == CP::MuonEfficiencyType::Reco && m_wp.find("HighPt") != std::string::npos)) {
            ATH_MSG_DEBUG("We are running Isolation or TTVA or High Pt reco SF, so we use Zmumu based SF for the whole pt range!");
            m_lowpt_threshold = -1;
        } else if (m_lowpt_threshold <= 0) {
            ATH_MSG_INFO("Low pt SF turned off as crossover threshold is negative! Using Zmumu based SF for all pt values.");
        } else {
            ATH_MSG_INFO("JPsi based low pt SF will start to rock below " << m_lowpt_threshold / 1000. << " GeV!");
        }
       
        std::set<std::string> decorations{
            sf_decoration() ,
            data_effi_decoration(),
            mc_effi_decoration() ,
            sf_replica_decoration(),
            data_effi_replica_decoration(),
            mc_effi_replica_deocration()
        };
        if (decorations.size() != 6){
            ATH_MSG_FATAL("At least one of the decoration names for scale-factor/ data-efficiency / mc-efficiency is not uniquely defined... Please check your properties");
            return StatusCode::FAILURE;
        }
 
        ATH_CHECK(m_eventInfo.initialize());
        
        if (!m_custom_dir.empty()) ATH_MSG_WARNING("Note: setting up with user specified input file location " << m_custom_dir << " - this is not encouraged!");
        if (!m_custom_file_Calo.empty()) ATH_MSG_WARNING("Note: setting up with user specified CaloTag input file " << m_custom_file_Calo << " - this is not encouraged!");
        if (!m_custom_file_Combined.empty()) ATH_MSG_WARNING("Note: setting up with user specified Central muon input file " << m_custom_file_Combined << " - this is not encouraged! ");
        if (!m_custom_file_HighEta.empty()) ATH_MSG_WARNING("Note: setting up with user specified High Eta input file " << m_custom_file_HighEta << " - this is not encouraged! ");
        if (!m_custom_file_LowPt.empty()) ATH_MSG_WARNING("Note: setting up with user specified Low Pt input file " << m_custom_file_LowPt << " - this is not encouraged! ");
        if (!m_custom_file_LowPtCalo.empty()) ATH_MSG_WARNING("Note: setting up with user specified Low Pt CaloTag input file " << m_custom_file_LowPtCalo << " - this is not encouraged! ");
        if (!m_custom_file_LRTCombined.empty()) ATH_MSG_WARNING("Note: setting up with user specified Central LRT muon input file " << m_custom_file_LRTCombined << " - this is not encouraged! ");
        if (!m_custom_file_LRTLowPt.empty()) ATH_MSG_WARNING("Note: setting up with user specified Low Pt LRT muon input file " << m_custom_file_LowPt << " - this is not encouraged! ");
        if (m_custom_dir.empty()) ATH_MSG_INFO("Trying to initialize, with working point " << m_wp << ", using calibration release " << m_calibration_version);
 
        ATH_CHECK(LoadInputs());
        
        // m_init has to be true for affectingSystematics()
        m_init = true;
        m_affectingSys = affectingSystematics();
        // set up for default running without systematics
        if (!applySystematicVariation(SystematicSet())) {
            ATH_MSG_ERROR("loading the central value systematic set failed");
            return StatusCode::FAILURE;
        }
 
        // Add the affecting systematics to the global registry
        SystematicRegistry& registry = SystematicRegistry::getInstance();
        if (!registry.registerSystematics(*this)) {
            ATH_MSG_ERROR("unable to register the systematics");
            return StatusCode::FAILURE;
        }
        ATH_MSG_INFO("Successfully initialized! ");
 
        for (auto& sf_set : m_sf_sets)
            addSubtool (*sf_set);
        ATH_CHECK (initializeColumns());
        return StatusCode::SUCCESS;
    }
    unsigned int MuonEfficiencyScaleFactors::getRandomRunNumber(const xAOD::EventInfo* info) const {
        if (!info) {
            SG::ReadHandle<xAOD::EventInfo> evtInfo(m_eventInfo);
            info = evtInfo.operator->();
            if (!info) {
                ATH_MSG_ERROR("Could not retrieve the xAOD::EventInfo. Return 999999");
                return 999999;
            }
        }
        return getRandomRunNumber (columnar::EventInfoId (*info));
    }
    unsigned int MuonEfficiencyScaleFactors::getRandomRunNumber(columnar::EventInfoId info) const {
        const auto& acc = *m_accessors;
        if (!acc.eventTypeAcc(info,xAOD::EventInfo::IS_SIMULATION)) {
            ATH_MSG_DEBUG("The current event is a data event. Return runNumber instead.");
            return acc.runNumberAcc (info);
        }
        if (!acc.acc_rnd.isAvailable(info)) {
            ATH_MSG_WARNING("Failed to find the RandomRunNumber decoration. Please call the apply() method from the PileupReweightingTool before hand in order to get period dependent SFs. You'll receive SFs from the most recent period.");
            return 999999;
        } else if (acc.acc_rnd(info) == 0) {
            ATH_MSG_DEBUG("Pile up tool has given runNumber 0. Return SF from latest period.");
            return 999999;
        }
        return acc.acc_rnd(info);
    }
    CorrectionCode MuonEfficiencyScaleFactors::getEfficiencyScaleFactor(const xAOD::Muon& mu, float& sf, const xAOD::EventInfo* info) const {
        if (!m_init) {
            ATH_MSG_ERROR("The tool has not been initialized yet.");
            return CorrectionCode::Error;
        }
        if (!info) {
            SG::ReadHandle<xAOD::EventInfo> evtInfo(m_eventInfo);
            info = evtInfo.operator->();
            if (!info) {
                ATH_MSG_ERROR("Could not retrieve the xAOD::EventInfo. Return 999999");
                return CorrectionCode::Error;
            }
        }
        return getEfficiencyScaleFactor (columnar::MuonId (mu), sf, columnar::EventInfoId(*info));
    }
    CorrectionCode MuonEfficiencyScaleFactors::getEfficiencyScaleFactor(columnar::MuonId mu, float& sf, columnar::EventInfoId info) const {
        if (!m_init) {
            ATH_MSG_ERROR("The tool has not been initialized yet.");
            return CorrectionCode::Error;
        }
        unsigned int RunNumber = getRandomRunNumber(info);
        return m_current_sf->retrieveSF(mu, RunNumber)->ScaleFactor(mu, sf);
    }
    CorrectionCode MuonEfficiencyScaleFactors::applyEfficiencyScaleFactor(const xAOD::Muon& mu, const xAOD::EventInfo* info) const {
        if (!m_init) {
            ATH_MSG_ERROR("The tool has not been initialized yet");
            return CorrectionCode::Error;
        }
        unsigned int RunNumber = getRandomRunNumber(info);
        return m_current_sf->retrieveSF(mu, RunNumber)->ApplyScaleFactor(mu);
    }
 
    CorrectionCode MuonEfficiencyScaleFactors::getEfficiencyScaleFactorReplicas(const xAOD::Muon& mu, std::vector<float> & sfs, const xAOD::EventInfo* info) const {
        if (!m_init) {
            ATH_MSG_ERROR("The tool has not been initialized yet");
            return CorrectionCode::Error;
        }
        unsigned int RunNumber = getRandomRunNumber(info);
        return m_current_sf->retrieveSF(mu, RunNumber)->ScaleFactorReplicas(mu, sfs);
    }
    CorrectionCode MuonEfficiencyScaleFactors::applyEfficiencyScaleFactorReplicas(const xAOD::Muon& mu, int nreplicas, const xAOD::EventInfo* info) const {
        if (!m_init) {
            ATH_MSG_ERROR("The tool has not been initialized yet");
            return CorrectionCode::Error;
        }
        unsigned int RunNumber = getRandomRunNumber(info);
        return m_current_sf->retrieveSF(mu, RunNumber)->ApplyScaleFactorReplicas(mu, nreplicas);
    }
    CorrectionCode MuonEfficiencyScaleFactors::getDataEfficiency(const xAOD::Muon& mu, float& eff, const xAOD::EventInfo* info) const {
        if (!m_init) {
            ATH_MSG_ERROR("The tool has not been initialized yet");
            return CorrectionCode::Error;
        }
        unsigned int RunNumber = getRandomRunNumber(info);
        return m_current_sf->retrieveSF(mu, RunNumber)->DataEfficiency(mu, eff);
    }
    CorrectionCode MuonEfficiencyScaleFactors::applyDataEfficiency(const xAOD::Muon& mu, const xAOD::EventInfo* info) const {
        if (!m_init) {
            ATH_MSG_ERROR("The tool has not been initialized yet");
            return CorrectionCode::Error;
        }
        unsigned int RunNumber = getRandomRunNumber(info);
        return m_current_sf->retrieveSF(mu, RunNumber)->ApplyDataEfficiency(mu);
    }
    CorrectionCode MuonEfficiencyScaleFactors::getDataEfficiencyReplicas(const xAOD::Muon& mu, std::vector<float> & sf_err, const xAOD::EventInfo* info) const {
        if (!m_init) {
            ATH_MSG_ERROR("The tool has not been initialized yet");
            return CorrectionCode::Error;
        }
        unsigned int RunNumber = getRandomRunNumber(info);
        return m_current_sf->retrieveSF(mu, RunNumber)->DataEfficiencyReplicas(mu, sf_err);
    }
    CorrectionCode MuonEfficiencyScaleFactors::applyDataEfficiencyReplicas(const xAOD::Muon& mu, int nreplicas, const xAOD::EventInfo* info) const {
        if (!m_init) {
            ATH_MSG_ERROR("The tool has not been initialized yet");
            return CorrectionCode::Error;
        }
        unsigned int RunNumber = getRandomRunNumber(info);
        return m_current_sf->retrieveSF(mu, RunNumber)->ApplyDataEfficiencyReplicas(mu, nreplicas);
    }
    CorrectionCode MuonEfficiencyScaleFactors::getMCEfficiency(const xAOD::Muon& mu, float& eff, const xAOD::EventInfo* info) const {
        if (!m_init) {
            ATH_MSG_ERROR("The tool has not been initialized yet");
            return CorrectionCode::Error;
        }
        unsigned int RunNumber = getRandomRunNumber(info);
        return m_current_sf->retrieveSF(mu, RunNumber)->MCEfficiency(mu, eff);
    }
    CorrectionCode MuonEfficiencyScaleFactors::applyMCEfficiency(const xAOD::Muon& mu, const xAOD::EventInfo* info) const {
        if (!m_init) {
            ATH_MSG_ERROR("The tool has not been initialized yet");
            return CorrectionCode::Error;
        }
        unsigned int RunNumber = getRandomRunNumber(info);
        return m_current_sf->retrieveSF(mu, RunNumber)->ApplyMCEfficiency(mu);
    }
    CorrectionCode MuonEfficiencyScaleFactors::getMCEfficiencyReplicas(const xAOD::Muon& mu, std::vector<float> & sf_err, const xAOD::EventInfo* info) const {
        if (!m_init) {
            ATH_MSG_ERROR("The tool has not been initialized yet");
            return CorrectionCode::Error;
        }
        unsigned int RunNumber = getRandomRunNumber(info);
        return m_current_sf->retrieveSF(mu, RunNumber)->MCEfficiencyReplicas(mu, sf_err);
    }
    CorrectionCode MuonEfficiencyScaleFactors::applyMCEfficiencyReplicas(const xAOD::Muon& mu, int nreplicas, const xAOD::EventInfo* info) const {
        if (!m_init) {
            ATH_MSG_ERROR("The tool has not been initialized yet");
            return CorrectionCode::Error;
        }
        unsigned int RunNumber = getRandomRunNumber(info);
        return m_current_sf->retrieveSF(mu, RunNumber)->ApplyMCEfficiencyReplicas(mu, nreplicas);
       }
 
    std::string MuonEfficiencyScaleFactors::resolve_file_location(const std::string &filename) const{
        if (!m_custom_dir.empty()) {
            return m_custom_dir + "/" + filename;
        }
        std::string fullPathToFile = PathResolverFindCalibFile(Form("MuonEfficiencyCorrections/%s/%s", m_calibration_version.c_str(), filename.c_str()));
        if (fullPathToFile.empty()) {
            ATH_MSG_ERROR("Unable to resolve the input file " << m_calibration_version << "/" << filename << " via the PathResolver!");
        }
        return fullPathToFile;
    }
    std::string MuonEfficiencyScaleFactors::filename_Central() const{
        if (!m_custom_file_Combined.empty()) return (resolve_file_location(m_custom_file_Combined));
        else if (m_Type == CP::MuonEfficiencyType::Iso) {
            return resolve_file_location(Form("Iso_%s_Z.root", m_wp.c_str()));
        } else if (m_Type == CP::MuonEfficiencyType::TTVA) {
            return resolve_file_location("TTVA_Z.root");
        } else if (m_Type == CP::MuonEfficiencyType::BadMuonVeto) {
            return resolve_file_location("BadMuonVeto_HighPt_Z.root");
        } else if (m_Type == CP::MuonEfficiencyType::Reco) {
            return resolve_file_location(Form("Reco_%s_Z.root", m_wp.c_str()));
        }
        ATH_MSG_ERROR("What?");
        return "";
    }
    std::string MuonEfficiencyScaleFactors::filename_LRTCentral() const{
        if (!m_custom_file_LRTCombined.empty()) return (resolve_file_location(m_custom_file_LRTCombined));
        else if (m_Type == CP::MuonEfficiencyType::Iso) {
            ATH_MSG_WARNING("Using standard isolation SF for LRT muons");
            return resolve_file_location(Form("Iso_%s_Z.root", m_wp.c_str()));
        } else if (m_Type == CP::MuonEfficiencyType::TTVA) {
            ATH_MSG_WARNING("Using standard TTVA SF for LRT muons");
            return resolve_file_location("TTVA_Z.root");
        } else if (m_Type == CP::MuonEfficiencyType::BadMuonVeto) {
            ATH_MSG_WARNING("Using standard BadMuonVeto SF for LRT muons");
            return resolve_file_location("BadMuonVeto_HighPt_Z.root");
        } else if (m_Type == CP::MuonEfficiencyType::Reco) {
            return resolve_file_location(Form("Reco_%sLRT_Z.root", m_wp.c_str()));
        }
        ATH_MSG_ERROR("What?");
        return "";
    }
    std::string MuonEfficiencyScaleFactors::filename_Calo() const{
 
        if (!m_custom_file_Calo.empty()) return resolve_file_location(m_custom_file_Calo);
        else if (m_Type != CP::MuonEfficiencyType::Reco) {
            return filename_Central();
        } else return resolve_file_location("Reco_CaloTag_Z.root"); //note that in rel22 we switched from CaloTag to CaloScore. Now, we're not updating the filename yet to ensure backward compatibility, but it must be clear that in rel22 calibration areas this file will actually contain the CaloScore SFs. 
    }
    std::string MuonEfficiencyScaleFactors::filename_HighEta()const {
 
        if (!m_custom_file_HighEta.empty()) return resolve_file_location(m_custom_file_HighEta);
        else if (m_Type != CP::MuonEfficiencyType::Reco) {
            return filename_Central();
        } else return resolve_file_location("Reco_HighEta_Z.root");
    }
    std::string MuonEfficiencyScaleFactors::filename_LowPt()const {
 
        if (!m_custom_file_LowPt.empty()) return resolve_file_location(m_custom_file_LowPt);
        // for the no reco WPs, we currently use the existing Z SF also for the low pt regime
        else if (m_Type != CP::MuonEfficiencyType::Reco || m_lowpt_threshold < 0) {
            return filename_Central();
        } else return resolve_file_location(Form("Reco_%s_JPsi.root", m_wp.c_str()));
    }
    std::string MuonEfficiencyScaleFactors::filename_LRTLowPt()const {
 
        if (!m_custom_file_LRTLowPt.empty()) return resolve_file_location(m_custom_file_LRTLowPt);
        // we use the Z SF for the low pt regime for Run-3
        else if (m_Type != CP::MuonEfficiencyType::Reco || m_lowpt_threshold < 0 || m_calibration_version.find("run3") != std::string::npos) {
            return filename_LRTCentral();
        } else return resolve_file_location(Form("Reco_%sLRT_JPsi.root", m_wp.c_str()));
    }
    std::string MuonEfficiencyScaleFactors::filename_LowPtCalo() const{
 
        if (!m_custom_file_LowPtCalo.empty()) return resolve_file_location(m_custom_file_LowPtCalo);
        // for the no reco WPs, we currently use the existing Z SF also for the low pt regime
        else if (m_Type != CP::MuonEfficiencyType::Reco || m_lowpt_threshold < 0) {
            return filename_Central();
        } else return resolve_file_location("Reco_CaloTag_JPsi.root"); //note that in rel22 we switched from CaloTag to CaloScore. Now, we're not updating the filename yet to ensure backward compatibility, but it must be clear that in rel22 calibration areas this file will actually contain the CaloScore SFs. 
    }
    // load the SF histos
    
    StatusCode MuonEfficiencyScaleFactors::LoadInputs() {
        if (!m_sf_sets.empty()){
            ATH_MSG_DEBUG("Input already loaded will not do it again");
            return StatusCode::SUCCESS;
        }
        std::map<std::string, unsigned int> systematics = lookUpSystematics();
        if (systematics.empty()){
            ATH_MSG_FATAL("No valid systematic could be loaded. Not even the statistical uncertainties");
            return StatusCode::FAILURE;
        }
        
        m_sf_sets.push_back( std::make_unique<EffiCollection>(*this));
        EffiCollection* nominal = m_sf_sets.back().get();
        
        std::function<unsigned int(unsigned int, unsigned int)> not_inB = [](unsigned int a , unsigned int b){
                unsigned int b_flipped = ~b;
                return a & b_flipped;
        };
        for (const auto& syst: systematics){
            if ((syst.second & EffiCollection::ZAnalysis) && (syst.second & EffiCollection::JPsiAnalysis)) {
                m_sf_sets.push_back(std::make_unique < EffiCollection > (nominal, *this, syst.first, not_inB(syst.second, EffiCollection::ZAnalysis), false));
                m_sf_sets.push_back(std::make_unique < EffiCollection > (nominal, *this, syst.first, not_inB(syst.second, EffiCollection::ZAnalysis), true));
                m_sf_sets.push_back(std::make_unique < EffiCollection > (nominal, *this, syst.first, not_inB(syst.second, EffiCollection::JPsiAnalysis), true));
                m_sf_sets.push_back(std::make_unique < EffiCollection > (nominal, *this, syst.first, not_inB(syst.second, EffiCollection::JPsiAnalysis), false));
            } else {
                m_sf_sets.push_back(std::make_unique < EffiCollection > (nominal, *this, syst.first, syst.second, false));
                m_sf_sets.push_back(std::make_unique < EffiCollection > (nominal, *this, syst.first, syst.second, true));
            }
        }
        for(auto& sf: m_sf_sets){
            if (!sf->CheckConsistency()) {
                ATH_MSG_FATAL("Inconsistent scalefactor maps have been found for "<<(sf->getSystSet() ?sf->getSystSet()->name() : "UNKOWN"));
                return StatusCode::FAILURE;
            }
        }
        for (auto& sf_set : m_sf_sets)
            addSubtool (*sf_set);
        return StatusCode::SUCCESS;
    }
    std::map<std::string, unsigned int> MuonEfficiencyScaleFactors::lookUpSystematics(){
        std::map<std::string, unsigned int> syst_map;
        std::set<std::string>  files_to_look_up{
            filename_Central(),
            filename_Calo(),
            filename_HighEta(),
            filename_LowPt(),
            filename_LowPtCalo()
        };
        if (m_useLRT) { 
            files_to_look_up.insert(filename_LRTCentral());
            files_to_look_up.insert(filename_LRTLowPt());
        }
        std::function<int(const std::string&)> get_bit = [this](const std::string& file_name){
                if (file_name == filename_Central()) return EffiCollection::Central;
                if (file_name == filename_LowPt()) return EffiCollection::CentralLowPt;
                if (file_name == filename_Calo()) return EffiCollection::Calo;
                if (file_name == filename_LowPtCalo()) return EffiCollection::CaloLowPt;
                if (this->use_lrt()) {
                    if (file_name == filename_LRTCentral()) return EffiCollection::Central;
                    if (file_name == filename_LRTLowPt()) return EffiCollection::CentralLowPt;
                }
                // last file which remains is forward
                return EffiCollection::Forward;
        };
        
        std::function<void(const std::string&,int)> insert_bit =[&syst_map](const std::string& key, unsigned int bit){
            if (syst_map.find(key) == syst_map.end()) syst_map.insert(std::pair<std::string, unsigned int>(key,bit));
            else syst_map[key] = syst_map[key] | bit;
        }; 
        for (const auto& look_up : files_to_look_up){
            std::unique_ptr<TFile> root_file(TFile::Open(look_up.c_str(), "READ"));
            if (!root_file || !root_file->IsOpen()){
                ATH_MSG_FATAL("Could not open file "<<look_up);
                syst_map.clear();
                break;
            }
            if (measurement() !=  MuonEfficiencyType::BadMuonVeto){
                insert_bit("STAT", get_bit(look_up));
            }
            if (m_seperateSystBins) insert_bit("STAT", EffiCollection::UnCorrelated);
                          
            TTree* syst_tree = nullptr;
            root_file->GetObject("Systematics", syst_tree);
             
            if (!m_breakDownSyst || syst_tree == nullptr){
                ATH_MSG_DEBUG("The file "<<look_up<<" does not contain any systematic tree. No break down for that one will be considered");
                insert_bit("SYS",get_bit(look_up));
                if (m_applyKineDepSys && (measurement() == MuonEfficiencyType::Reco || measurement() == MuonEfficiencyType::BadMuonVeto)){
                    insert_bit("SYS",  EffiCollection::PtDependent);
                }
                continue;
            }
            std::string* syst_name = nullptr;
            bool is_symmetric(0), has_pt_sys(0), uncorrelated(0);
            if (syst_tree->SetBranchAddress("Name", &syst_name) != 0 || 
                syst_tree->SetBranchAddress("IsSymmetric", &is_symmetric) != 0 || 
                syst_tree->SetBranchAddress("HasPtDependentSys", &has_pt_sys) !=0 ||
                syst_tree->SetBranchAddress("CanBeUncorrelated", &uncorrelated) !=0){
                
            
                ATH_MSG_FATAL("Although "<<look_up<<" has a systematic tree. There is no proper connection to the branches");
                syst_map.clear();
                break;
            }
            for (int i =0; syst_tree->GetEntry(i); ++i){
                insert_bit( *syst_name, get_bit(look_up));
                if (is_symmetric) insert_bit(*syst_name, EffiCollection::Symmetric);
                
                if (m_applyKineDepSys && has_pt_sys)   {
                    insert_bit(*syst_name, EffiCollection::PtDependent);
                }if (m_seperateSystBins && uncorrelated) insert_bit(*syst_name, EffiCollection::UnCorrelated);                
            }
        }
        return syst_map;
    }
    bool MuonEfficiencyScaleFactors::isAffectedBySystematic(const SystematicVariation& systematic) const {
        return m_affectingSys.find(systematic) != m_affectingSys.end();
    }
    SystematicSet MuonEfficiencyScaleFactors::affectingSystematics() const {
        if (!m_affectingSys.empty()) return m_affectingSys;
        SystematicSet result;
        for (auto& collection : m_sf_sets){
            if (!collection->getSystSet()){
                ATH_MSG_FATAL("No systematic defined for scale-factor map. ");
                return SystematicSet();
            }
            result.insert(*collection->getSystSet());
        }        
        return result;
    }
    
    SystematicSet MuonEfficiencyScaleFactors::recommendedSystematics() const {
        if (!m_init) {
            ATH_MSG_ERROR("The tool has not been initialized yet");
            return CP::SystematicSet();
        }
        return affectingSystematics();
    }
    StatusCode MuonEfficiencyScaleFactors::applySystematicVariation(const SystematicSet& systConfig) {
        if (!m_init) {
            ATH_MSG_ERROR("Initialize first the tool!");
            return StatusCode::FAILURE;
        }
        
        //check if systematics is cached
        std::unordered_map<CP::SystematicSet, EffiCollection*>::const_iterator itr  = m_filtered_sys_sets.find (systConfig);
        
        SystematicSet mySysConf(systConfig);
        
        if (itr == m_filtered_sys_sets.end()) {
             if (!SystematicSet::filterForAffectingSystematics(systConfig, m_affectingSys, mySysConf)) {
                ATH_MSG_ERROR("Unsupported combination of systematics passed to the tool! ");
                return StatusCode::FAILURE;
            }
            itr = m_filtered_sys_sets.find(mySysConf);
        }
        
        // No cache is available 
        if (itr == m_filtered_sys_sets.end()){
            std::vector<std::unique_ptr<EffiCollection>>::const_iterator coll_itr = std::find_if(m_sf_sets.begin(), m_sf_sets.end(),[&mySysConf](const std::unique_ptr<EffiCollection>& a){return a->isAffectedBySystematic(mySysConf);});
            if (coll_itr == m_sf_sets.end()){
                ATH_MSG_WARNING("Invalid systematic given.");
                return StatusCode::FAILURE;
            }
            m_filtered_sys_sets.insert(std::pair<SystematicSet, EffiCollection*>(systConfig, coll_itr->get()));
            itr = m_filtered_sys_sets.find(systConfig);
        }
        m_current_sf = itr->second;
        
        if (m_seperateSystBins && !itr->first.name().empty()){
            for (std::set<SystematicVariation>::const_iterator t = mySysConf.begin(); t != mySysConf.end(); ++t) {
                if ((*t).isToyVariation()) {
                    // First entry corresponds to the bin number and
                    // the second entry to the position in which the map is ordered
                    // into the m_sf_sets container
                    std::pair<unsigned, float> pair = (*t).getToyVariation();
                    if (pair.first != 0 && !m_current_sf->SetSystematicBin(pair.first)){
                        ATH_MSG_WARNING("Could not apply systematic " << (*t).name() << " for bin " << pair.first);
                            return StatusCode::FAILURE;
                    }
                    return StatusCode::SUCCESS; 
                }
            }
        }
        return StatusCode::SUCCESS;
    }
    std::string MuonEfficiencyScaleFactors::getUncorrelatedSysBinName(unsigned int Bin) const {
        if (!m_current_sf){
           throw std::runtime_error("No systematic has been loaded. Cannot return any syst-bin") ;
           ATH_MSG_FATAL("No systematic has been loaded. Cannot return any syst-bin");
          
        }        
        return m_current_sf->GetBinName(Bin);
    }
    int MuonEfficiencyScaleFactors::getUnCorrelatedSystBin(const xAOD::Muon& mu) const {
        if (!m_current_sf){
               ATH_MSG_WARNING("No systematic has been loaded. Cannot return any syst-bin");
               return -1;
        }
        return m_current_sf->getUnCorrelatedSystBin(mu);
    }
    std::string MuonEfficiencyScaleFactors::getUncorrelatedSysBinName(const SystematicSet& systConfig) const {
        for (std::set<SystematicVariation>::const_iterator t = systConfig.begin(); t != systConfig.end(); ++t) {
             if ((*t).isToyVariation()) {
                 std::pair<unsigned, float> pair = (*t).getToyVariation();
                 return getUncorrelatedSysBinName(pair.first);
            }
      }
      ATH_MSG_ERROR("The given systematic " << systConfig.name() << " is not an unfolded one. Return  unknown bin ");
      return "unknown bin";
    }
 
    void MuonEfficiencyScaleFactors::callSingleEvent (columnar::MuonRange muons, columnar::EventInfoId event) const
    {
        const auto& acc = *m_accessors;
        for (columnar::MuonId muon : muons)
        {
            float sf = 0;
            switch (getEfficiencyScaleFactor(muon, sf, event).code())
            {
            case CP::CorrectionCode::Ok:
                acc.sfDec(muon) = sf;
                acc.validDec(muon) = true;
                break;
            case CP::CorrectionCode::OutOfValidityRange:
                acc.sfDec(muon) = sf;
                acc.validDec(muon) = false;
                break;
            default:
                throw std::runtime_error("Error in getEfficiencyScaleFactor");
            }
        }
    }
 
    void MuonEfficiencyScaleFactors::callEvents (columnar::EventContextRange events) const {
        const auto& acc = *m_accessors;
        for (columnar::EventContextId event : events)
        {
            auto eventInfo = acc.eventInfoCol(event);
            callSingleEvent (acc.muons(event), eventInfo);
        }
    }
 
} /* namespace CP */