TauSelectionTool.cxx

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/*
  Copyright (C) 2002-2025 CERN for the benefit of the ATLAS collaboration
*/
 
// Local include(s):
#include "TauAnalysisTools/TauSelectionTool.h"
#include "TauAnalysisTools/TauSelectionCuts.h"
 
// Framework include(s):
#include "PathResolver/PathResolver.h"
 
// ROOT include(s)
#include "TEnv.h"
#include "THashList.h"
 
using namespace TauAnalysisTools;
 
//=================================PUBLIC-PART==================================
//______________________________________________________________________________
TauSelectionTool::TauSelectionTool( const std::string& name )
  : asg::AsgMetadataTool( name )
  , m_sJetIDWP("JETIDNONE")
  , m_sEleIDWP("ELEIDNONE")
  , m_fOutFile(nullptr)
  , m_aAccept( "TauSelection" )
{}
 
//______________________________________________________________________________
TauSelectionTool::~TauSelectionTool()
{
  m_cMap.clear();
}
 
//______________________________________________________________________________
StatusCode TauSelectionTool::initialize()
{
 
  m_vAbsEtaRegion = m_vecAbsEtaRegion.value();
  m_vAbsCharges = m_vecAbsCharges.value(); 
  m_vNTracks = m_vecNTracks.value();
 
  bool bConfigViaConfigFile = !m_sConfigPath.empty();
  bool bConfigViaProperties = false;
  if (!bConfigViaProperties and !std::isnan(m_dPtMin.value()))         bConfigViaProperties = true;
  if (!bConfigViaProperties and !m_vAbsEtaRegion.empty())     bConfigViaProperties = true;
  if (!bConfigViaProperties and !std::isnan(m_dAbsEtaMin.value())) bConfigViaProperties = true;
  if (!bConfigViaProperties and !std::isnan(m_dAbsEtaMax.value())) bConfigViaProperties = true;
  if (!bConfigViaProperties and !m_vAbsCharges.empty())       bConfigViaProperties = true;
  if (!bConfigViaProperties and !std::isnan(m_iAbsCharge.value())) bConfigViaProperties = true;
  if (!bConfigViaProperties and !m_vNTracks.empty())          bConfigViaProperties = true;
  if (!bConfigViaProperties and !std::isnan(m_iNTrack.value()))       bConfigViaProperties = true;
  if (!bConfigViaProperties and !std::isnan(m_dJetRNNSigTransMin.value())) bConfigViaProperties = true;
  if (!bConfigViaProperties and !std::isnan(m_dGNTauSigTransMin.value())) bConfigViaProperties = true;
  if (!bConfigViaProperties and m_iJetIDWP != TauAnalysisTools::JetID::JETIDNONE) bConfigViaProperties = true;
  if (!bConfigViaProperties and !std::isnan(m_dEleRNNSigTransMin.value())) bConfigViaProperties = true;
  if (!bConfigViaProperties and m_iEleIDWP != 0)              bConfigViaProperties = true;
  if (!bConfigViaProperties and m_bMuonOLR)                   bConfigViaProperties = true;
 
  if (bConfigViaConfigFile and bConfigViaProperties)
  {
    ATH_MSG_ERROR("Configured tool via setProperty and configuration file, which may lead to unexpected configuration. Please setup the TauSelectionTool using only one of the two methods. For further details please refer to the documentation https://gitlab.cern.ch/atlas/athena/blob/main/PhysicsAnalysis/TauID/TauAnalysisTools/doc/README-TauSelectionTool.rst or contact the TauCP group.");
    return StatusCode::FAILURE;
  }
  if (!bConfigViaConfigFile and !bConfigViaProperties)
  {
    ATH_MSG_WARNING("No cut configuration provided, the tool will not do anything. For further details please refer to the documentation:");
    ATH_MSG_WARNING("https://gitlab.cern.ch/atlas/athena/blob/main/PhysicsAnalysis/TauID/TauAnalysisTools/doc/README-TauSelectionTool.rst");
    return StatusCode::SUCCESS;
  }
 
  if (bConfigViaConfigFile)
  {
    TEnv rEnv;
    std::string sInputFilePath = PathResolverFindCalibFile(m_sConfigPath);
 
    if (!testFileForEOFContainsCharacters(sInputFilePath))
      ATH_MSG_WARNING("Config file for TauSelectionTool with path "<<sInputFilePath<<" does not contain an empty last line. The tool might not be properly configured!");
 
    rEnv.ReadFile(sInputFilePath.c_str(),
                  kEnvAll);
 
    std::vector<std::string> vCuts;
    // if Cuts are specified in the config file take these ones, if not take all
    // specified in the config
    if (rEnv.Defined("SelectionCuts"))
      TauAnalysisTools::split(rEnv, "SelectionCuts", ' ', vCuts);
    else
    {
      auto lList = rEnv.GetTable();
      for( Int_t i = 0; i < lList->GetEntries(); ++i )
      {
        vCuts.push_back( lList->At( i )->GetName() );
      }
    }
 
    int iSelectionCuts = 0;
 
    for (const std::string& sCut : vCuts)
    {
      if (sCut == "PtMin")
      {
        iSelectionCuts = iSelectionCuts | CutPt;
        if (std::isnan(m_dPtMin.value()))
          m_dPtMin = rEnv.GetValue("PtMin",NAN);
      }
      else if (sCut == "AbsEtaRegion")
      {
        iSelectionCuts = iSelectionCuts | CutAbsEta;
        if (m_vAbsEtaRegion.empty())
          TauAnalysisTools::split(rEnv,"AbsEtaRegion", ';', m_vAbsEtaRegion);
      }
      else if (sCut == "AbsEtaMin")
      {
        iSelectionCuts = iSelectionCuts | CutAbsEta;
        if (std::isnan(m_dAbsEtaMin.value()))
          m_dAbsEtaMin = rEnv.GetValue("AbsEtaMin",NAN);
      }
      else if (sCut == "AbsEtaMax")
      {
        iSelectionCuts = iSelectionCuts | CutAbsEta;
        if (std::isnan(m_dAbsEtaMax.value()))
          m_dAbsEtaMax = rEnv.GetValue("AbsEtaMax",NAN);
      }
      else if (sCut == "AbsCharges")
      {
        iSelectionCuts = iSelectionCuts | CutAbsCharge;
        if (m_vAbsCharges.empty())
          TauAnalysisTools::split(rEnv,"AbsCharges", ';', m_vAbsCharges);
      }
      else if (sCut == "AbsCharge")
      {
        iSelectionCuts = iSelectionCuts | CutAbsCharge;
        if (std::isnan(m_iAbsCharge.value()))
          m_iAbsCharge = rEnv.GetValue("AbsCharge",NAN);
      }
      else if (sCut == "NTracks")
      {
        iSelectionCuts = iSelectionCuts | CutNTrack;
        if (m_vNTracks.empty())
          TauAnalysisTools::split(rEnv,"NTracks", ';', m_vNTracks);
      }
      else if (sCut == "NTrack")
      {
        iSelectionCuts = iSelectionCuts | CutNTrack;
        if (std::isnan(m_iNTrack.value()))
          m_iNTrack = rEnv.GetValue("NTrack",NAN);
      }
      else if (sCut == "JetRNNSigTransMin")
      {
        iSelectionCuts = iSelectionCuts | CutJetRNNScoreSigTrans;
        if (std::isnan(m_dJetRNNSigTransMin.value()))
          m_dJetRNNSigTransMin = rEnv.GetValue("JetRNNSigTransMin",NAN);
      }
      else if (sCut == "GNTauSigTransMin")
      {
        iSelectionCuts = iSelectionCuts | CutGNTauScoreSigTrans;
        if (std::isnan(m_dGNTauSigTransMin.value()))
          m_dGNTauSigTransMin = rEnv.GetValue("GNTauSigTransMin",NAN);
 
    // check if using GNTau 
    m_useGNTau = true;
      }
      else if (sCut == "EleRNNSigTransMin")
      {
        iSelectionCuts = iSelectionCuts | CutEleRNNScoreSigTrans;
        if (std::isnan(m_dEleRNNSigTransMin.value()))
          m_dEleRNNSigTransMin = rEnv.GetValue("EleRNNSigTransMin",NAN);
      }
      else if (sCut == "JetIDWP")
      {
        iSelectionCuts = iSelectionCuts | CutJetIDWP;
        if (m_iJetIDWP == JETIDNONE){
          m_sJetIDWP = rEnv.GetValue("JetIDWP","JETIDNONE");      
          m_iJetIDWP = convertStrToJetIDWP(m_sJetIDWP);
        }     
    // check for possible mis-config in Tau selection
        for (const std::string& checkCut : vCuts){
       if (checkCut.find("SigTrans") != std::string::npos) {
              ATH_MSG_ERROR("Misconfig due to JetIDWP and SigTrans cuts both present in the config file. Please CHECK carefully config file again");
              return StatusCode::FAILURE;
       }   
    }
      }
      else if (sCut == "EleIDWP")
      {
        iSelectionCuts = iSelectionCuts | CutEleIDWP;
        if (m_iEleIDWP == ELEIDNONEUNCONFIGURED){
          m_sEleIDWP = rEnv.GetValue("EleIDWP","ELEIDNONE");      
          m_iEleIDWP = convertStrToEleIDWP(m_sEleIDWP);
    }
      }
      else if (sCut == "MuonOLR")
      {
        iSelectionCuts = iSelectionCuts | CutMuonOLR;
        if (!m_bMuonOLR)
          m_bMuonOLR = rEnv.GetValue("MuonOLR",false);
      }
      else ATH_MSG_WARNING("Cut " << sCut << " is not available");
    }
 
    if (m_iSelectionCuts == NoCut)
      m_iSelectionCuts = iSelectionCuts;
  }
 
  // check if using GNTau  
  if(m_sJetIDWP.find("GNTAU") != std::string::npos)
     m_useGNTau = true;     
 
  // initialise the ReadHandleKey of the muon container when the muon veto is applied
  ATH_CHECK( m_muonContainerKey.initialize( m_iSelectionCuts & CutMuonOLR ) );
 
  ATH_CHECK( m_tauContainerKey.initialize() );
 
  // initialise the ReadDecorHandleKey if GNTau is applied
  if (m_useGNTau) {
    ATH_CHECK( m_GNTauDecorKey.assign(m_tauContainerKey.key()+".GNTauScoreSigTrans_v0prune"));
  }
  ATH_CHECK( m_GNTauDecorKey.initialize( m_useGNTau ) );
 
  // initialise the ReadDecorHandleKey if eVeto is applied
  if (m_iSelectionCuts & CutEleIDWP) {
    ATH_CHECK( m_eVetoDecorKey.assign(m_tauContainerKey.key()+".RNNEleScoreSigTrans_v"+std::to_string(m_iEleIDVersion)) );
  }
  ATH_CHECK( m_eVetoDecorKey.initialize( m_iSelectionCuts & CutEleIDWP ) );
 
  // specify all available cut descriptions
  using map_type  = std::map<SelectionCuts, std::unique_ptr<TauAnalysisTools::TauSelectionCut>>;
  using pair_type = map_type::value_type;
 
  pair_type elements[] =
  {
   {CutPt, std::make_unique<TauAnalysisTools::TauSelectionCutPt>(this)},
   {CutAbsEta, std::make_unique<TauAnalysisTools::TauSelectionCutAbsEta>(this)},
   {CutAbsCharge, std::make_unique<TauAnalysisTools::TauSelectionCutAbsCharge>(this)},
   {CutNTrack, std::make_unique<TauAnalysisTools::TauSelectionCutNTracks>(this)},
   {CutJetRNNScoreSigTrans, std::make_unique<TauAnalysisTools::TauSelectionCutRNNJetScoreSigTrans>(this)},
   {CutGNTauScoreSigTrans, std::make_unique<TauAnalysisTools::TauSelectionCutGNTauScoreSigTrans>(this)},
   {CutJetIDWP, std::make_unique<TauAnalysisTools::TauSelectionCutJetIDWP>(this)},
   {CutEleRNNScoreSigTrans, std::make_unique<TauAnalysisTools::TauSelectionCutRNNEleScoreSigTrans>(this)},
   {CutEleIDWP, std::make_unique<TauAnalysisTools::TauSelectionCutEleIDWP>(this)},
   {CutMuonOLR, std::make_unique<TauAnalysisTools::TauSelectionCutMuonOLR>(this)}
  };
  
  m_cMap = { std::make_move_iterator( begin(elements) ), std::make_move_iterator( end(elements) ) };
  
  ATH_MSG_INFO( "Initializing TauSelectionTool" );
  FillRegionVector(m_vPtRegion, m_dPtMin.value(), NAN);
  FillRegionVector(m_vAbsEtaRegion, m_dAbsEtaMin.value(), m_dAbsEtaMax.value());
  FillRegionVector(m_vJetRNNSigTransRegion, m_dJetRNNSigTransMin.value(), NAN );
  FillRegionVector(m_vGNTauSigTransRegion, m_dGNTauSigTransMin.value(), NAN );
  FillRegionVector(m_vEleRNNSigTransRegion, m_dEleRNNSigTransMin.value(), NAN );
  FillValueVector(m_vAbsCharges, m_iAbsCharge.value());
  FillValueVector(m_vNTracks, m_iNTrack.value());
 
  PrintConfigRegion ("Pt",          m_vPtRegion);
  PrintConfigRegion ("AbsEta",      m_vAbsEtaRegion);
  PrintConfigValue  ("AbsCharge",   m_vAbsCharges);
  PrintConfigValue  ("NTrack",      m_vNTracks);
  PrintConfigRegion ("RNNJetScoreSigTrans", m_vJetRNNSigTransRegion);
  PrintConfigRegion ("GNTauScoreSigTrans",  m_vGNTauSigTransRegion);
  PrintConfigRegion ("RNNEleScoreSigTrans", m_vEleRNNSigTransRegion);
  PrintConfigValue  ("JetIDWP",     m_sJetIDWP);
  PrintConfigValue  ("JetIDWP ENUM",m_iJetIDWP);
  PrintConfigValue  ("EleIDWP",     m_sEleIDWP);
  PrintConfigValue  ("EleIDWP ENUM",m_iEleIDWP);
  PrintConfigValue  ("EleIDVersion",m_iEleIDVersion);
  PrintConfigValue  ("MuonOLR",     m_bMuonOLR);
 
  std::string sCuts = "";
  if (m_iSelectionCuts & CutPt) sCuts += "Pt ";
  if (m_iSelectionCuts & CutAbsEta) sCuts += "AbsEta ";
  if (m_iSelectionCuts & CutAbsCharge) sCuts += "AbsCharge ";
  if (m_iSelectionCuts & CutNTrack) sCuts += "NTrack ";
  if (m_iSelectionCuts & CutJetRNNScoreSigTrans) sCuts += "JetRNNScoreSigTrans ";
  if (m_iSelectionCuts & CutGNTauScoreSigTrans) sCuts += "GNTauScoreSigTrans ";
  if (m_iSelectionCuts & CutJetIDWP) sCuts += "JetIDWP ";
  if (m_iSelectionCuts & CutEleRNNScoreSigTrans) sCuts += "EleRNNScoreSigTrans ";
  if (m_iSelectionCuts & CutEleIDWP) sCuts += "EleIDWP ";
  if (m_iSelectionCuts & CutMuonOLR) sCuts += "MuonOLR ";
 
  ATH_MSG_DEBUG( "cuts: " << sCuts);
 
  if (m_bCreateControlPlots)
    setupCutFlowHistogram();
 
  for ( const auto& entry : m_cMap ) {
     if ( m_iSelectionCuts &entry.first ) {
    entry.second->setAcceptInfo(m_aAccept);
     }
  }
  
  return StatusCode::SUCCESS;
}
 
 
//______________________________________________________________________________
StatusCode TauSelectionTool::beginEvent()
{
  return StatusCode::SUCCESS;
}
 
//______________________________________________________________________________
const asg::AcceptInfo& TauSelectionTool::getAcceptInfo() const
{
  return m_aAccept;
}
 
//______________________________________________________________________________
asg::AcceptData TauSelectionTool::accept( const xAOD::IParticle* xP ) const
{
  // Check if this is a tau:
  if( xP->type() != xAOD::Type::Tau )
  {
    ATH_MSG_ERROR( "accept(...) Function received a non-tau" );
    return asg::AcceptData (&m_aAccept);
  }
 
  // Cast it to a tau:
  const xAOD::TauJet* xTau = dynamic_cast< const xAOD::TauJet* >( xP );
  if( ! xTau )
  {
    ATH_MSG_FATAL( "accept(...) Failed to cast particle to tau" );
    return asg::AcceptData (&m_aAccept);
  }
 
  // Let the specific function do the work:
  return accept( *xTau );
}
 
//______________________________________________________________________________
asg::AcceptData TauSelectionTool::accept( const xAOD::TauJet& xTau ) const
{
  asg::AcceptData acceptData (&m_aAccept);
 
  int iNBin = 0;
 
  if (m_bCreateControlPlots)
  {
    // fill cutflow 'All' bin
    m_hCutFlow->Fill(iNBin);
    // fill main distributions before all cuts
    for (const auto& entry : m_cMap)
      entry.second->fillHistogramCutPre(xTau);
  }
  try
  {
    for (const auto& entry : m_cMap)
    {
      if (m_iSelectionCuts & entry.first)
      {
        if (!entry.second->accept(xTau, acceptData))
          return acceptData;
        else
        {
          if (m_bCreateControlPlots)
          {
            // fill cutflow after each passed cut
            iNBin++;
            m_hCutFlow->Fill(iNBin);
          }
        }
      }
    }
  }
  catch (const std::runtime_error& error)
  {
    // LEGACY: In practical terms this should probably just throw, not
    // print a warning/error and then continue on.  However, I leave
    // that to the experts who probably had a reason not to let the
    // exception escape.  For now I just downgraded it from error to
    // warning and limited the number of warnings (04 Jan 22).
    static std::atomic<uint64_t> warning_count (0u);
    auto mycount = ++ warning_count;
    if (mycount < 10u)
    {
      ATH_MSG_WARNING(error.what());
      if (mycount == 9u)
        ATH_MSG_WARNING ("this is your last warning");
    }
  }
 
  // fill main distributions after all cuts
  if (m_bCreateControlPlots)
  {
    for (const auto& entry : m_cMap)
      entry.second->fillHistogramCut(xTau);
  }
 
  // // Return the result:
  return acceptData;
}
 
//______________________________________________________________________________
void TauSelectionTool::setOutFile( TFile* fOutFile )
{
  m_fOutFile = fOutFile;
}
 
//______________________________________________________________________________
void TauSelectionTool::writeControlHistograms()
{
  if (m_bCreateControlPlots and !m_fOutFile)
    ATH_MSG_WARNING("CreateControlPlots was set to true, but no valid file pointer was provided");
  if (m_bCreateControlPlots and m_fOutFile)
  {
    m_fOutFile->mkdir((this->name()+"_control").c_str());
    m_fOutFile->cd((this->name()+"_control").c_str());
    m_hCutFlow->Write();
 
    for (const auto& entry : m_cMap)
      entry.second->writeControlHistograms();
  }
}
 
 
//=================================PRIVATE-PART=================================
void TauSelectionTool::setupCutFlowHistogram()
{
  // count number of cuts
  int iNBins = 0;
  for (const auto& entry : m_cMap)
    if (m_iSelectionCuts & entry.first)
      iNBins++;
  // create cutflow histogram with iNBins+1 bins, where first bin is 'All' bin
  m_hCutFlow = std::make_shared<TH1F>("hCutFlow","CutFlow;; events",iNBins+1,0,iNBins+1);
  m_hCutFlow->GetXaxis()->SetBinLabel(1,"All");
 
  // reusing this variable to reduce overhead
  iNBins = 2;
  // set bin labels
  for (const auto& entry : m_cMap)
    if (m_iSelectionCuts & entry.first)
    {
      m_hCutFlow->GetXaxis()->SetBinLabel(iNBins, entry.second->getName().c_str());
      iNBins++;
    }
}
 
//______________________________________________________________________________
template<typename T, typename U>
void TauSelectionTool::FillRegionVector(std::vector<T>& vRegion, U tMin, U tMax) const
{
  if (!vRegion.empty())
    return;
  if (tMin == tMin)         // if tMin is NAN, then this assumption fails and -inf is added to the vector
    vRegion.push_back(tMin);
  else
    vRegion.push_back(-std::numeric_limits<T>::infinity());
 
  if (tMax == tMax)     // if tMax is NAN, then this assumption fails and inf is added to the vector
    vRegion.push_back(tMax);
  else
    vRegion.push_back(std::numeric_limits<T>::infinity());
}
 
//______________________________________________________________________________
template<typename T, typename U>
void TauSelectionTool::FillValueVector(std::vector<T>& vRegion, U tVal) const
{
  if (!vRegion.empty())
    return;
  if (tVal == tVal)     // if tMax is NAN, then this assumption fails and nothing is added to the vector
    vRegion.push_back(tVal);
}
 
//______________________________________________________________________________
template<typename T>
void TauSelectionTool::PrintConfigRegion(const std::string& sCutName, std::vector<T>& vRegion) const
{
  unsigned int iNumRegion = vRegion.size()/2;
  for( unsigned int iRegion = 0; iRegion < iNumRegion; iRegion++ )
  {
    ATH_MSG_DEBUG( sCutName<<": " << vRegion.at(iRegion*2) << " to " << vRegion.at(iRegion*2+1) );
  }
}
 
//______________________________________________________________________________
template<typename T>
void TauSelectionTool::PrintConfigValue(const std::string& sCutName, std::vector<T>& vRegion) const
{
  for (auto tVal : vRegion)
    ATH_MSG_DEBUG( sCutName<<": " << tVal );
}
 
//______________________________________________________________________________
template<typename T>
void TauSelectionTool::PrintConfigValue(const std::string& sCutName, T& tVal) const
{
  ATH_MSG_DEBUG( sCutName<<": " << tVal );
}
 
//______________________________________________________________________________
int TauSelectionTool::convertStrToJetIDWP(const std::string& sJetIDWP) const
{
  if      (sJetIDWP == "JETIDNONE")         return int(JETIDNONE);
  else if (sJetIDWP == "JETIDRNNVERYLOOSE") return int(JETIDRNNVERYLOOSE);
  else if (sJetIDWP == "JETIDRNNLOOSE")     return int(JETIDRNNLOOSE);
  else if (sJetIDWP == "JETIDRNNMEDIUM")    return int(JETIDRNNMEDIUM);
  else if (sJetIDWP == "JETIDRNNTIGHT")     return int(JETIDRNNTIGHT);
  else if (sJetIDWP == "JETIDGNTAUVERYLOOSE") return int(JETIDGNTAUVERYLOOSE);
  else if (sJetIDWP == "JETIDGNTAULOOSE")     return int(JETIDGNTAULOOSE);
  else if (sJetIDWP == "JETIDGNTAUMEDIUM")    return int(JETIDGNTAUMEDIUM);
  else if (sJetIDWP == "JETIDGNTAUTIGHT")     return int(JETIDGNTAUTIGHT);
 
  ATH_MSG_ERROR( "jet ID working point "<<sJetIDWP<<" is unknown, the JetIDWP cut will not accept any tau!" );
  return -1;
}
 
//______________________________________________________________________________
int TauSelectionTool::convertStrToEleIDWP(const std::string& sEleIDWP) const
{
  if      (sEleIDWP == "ELEIDNONE")      return int(ELEIDNONE);
  else if (sEleIDWP == "ELEIDRNNLOOSE")  return int(ELEIDRNNLOOSE);
  else if (sEleIDWP == "ELEIDRNNMEDIUM") return int(ELEIDRNNMEDIUM);
  else if (sEleIDWP == "ELEIDRNNTIGHT")  return int(ELEIDRNNTIGHT);
 
  ATH_MSG_ERROR( "electron ID working point " << sEleIDWP << " is unknown, the EleIDWP cut will not accept any tau!" );
  return -1;
}