BackgroundHandler.cc

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#ifndef BackgroundHandler_cc
#define BackgroundHandler_cc
 
#include "MuonAnalysis/MomentumScaleCalibration/interface/BackgroundHandler.h"
#include <algorithm>
#include <TF1.h>
#include <iostream>
 
typedef reco::Particle::LorentzVector lorentzVector;
 
BackgroundHandler::BackgroundHandler(const std::vector<int>& identifiers,
                                     const std::vector<double>& leftWindowBorders,
                                     const std::vector<double>& rightWindowBorders,
                                     const double* ResMass,
                                     const double* massWindowHalfWidth) {
  // : leftWindowFactors_(leftWindowFactors),
  // rightWindowFactors_(rightWindowFactors)
 
  // Define the correspondence between regions and halfWidth to use
  // Defines also the function type to use (but they are checked to be consistent over a region)
  regToResHW_[0] = 0;  // Region 0 use the one from Z
  regToResHW_[1] = 3;  // Region 1 use the one from Upsilon1S
  regToResHW_[2] = 5;  // Region 2 use the one from J/Psi
 
  // Define the correspondence between resonances and regions
  resToReg_[0] = 0;  // Z
  resToReg_[1] = 1;  // Upsilon3S
  resToReg_[2] = 1;  // Upsilon2S
  resToReg_[3] = 1;  // Upsilon1S
  resToReg_[4] = 2;  // Psi2S
  resToReg_[5] = 2;  // J/Psi
 
  // Throws cms::Exception("Configuration") in case the parameters are not what is expected
  consistencyCheck(identifiers, leftWindowBorders, rightWindowBorders);
 
  // Build the resonance windows
  for (unsigned int i = 0; i < 6; ++i) {
    double mass = ResMass[i];
    double lowerLimit = mass - massWindowHalfWidth[i];
    double upperLimit = mass + massWindowHalfWidth[i];
    resonanceWindow_.push_back(
        MassWindow(mass,
                   lowerLimit,
                   upperLimit,
                   std::vector<unsigned int>(1, i),
                   backgroundFunctionService(identifiers[resToReg_[i]], lowerLimit, upperLimit)));
  }
 
  // Build the background windows
  // ----------------------------
  // Compute the mass center of each region
  double resMassForRegion[3];
  resMassForRegion[0] = ResMass[0];
  resMassForRegion[1] = (ResMass[1] + ResMass[2] + ResMass[3]) / 3;
  resMassForRegion[2] = (ResMass[4] + ResMass[5]) / 2;
 
  // Define which resonance is in which background window
  std::vector<std::vector<unsigned int> > indexes;
  indexes.push_back(std::vector<unsigned int>(1, 0));
  indexes.push_back(std::vector<unsigned int>());
  for (int i = 1; i <= 3; ++i) {
    indexes[1].push_back(i);
  }
  indexes.push_back(std::vector<unsigned int>());
  for (int i = 4; i <= 5; ++i) {
    indexes[2].push_back(i);
  }
 
  unsigned int i = 0;
  typedef std::vector<unsigned int> indexVec;
  for (auto const& index : indexes) {
    //     double lowerLimit = resMassForRegion[i] - massWindowHalfWidth[regToResHW_[i]]*leftWindowFactors[i];
    //     double upperLimit = resMassForRegion[i] + massWindowHalfWidth[regToResHW_[i]]*rightWindowFactors[i];
    //     backgroundWindow_.push_back( MassWindow( resMassForRegion[i], lowerLimit, upperLimit, index,
    //                                              backgroundFunctionService(identifiers[i], lowerLimit, upperLimit ) ) );
    backgroundWindow_.push_back(
        MassWindow(resMassForRegion[i],
                   leftWindowBorders[i],
                   rightWindowBorders[i],
                   index,
                   backgroundFunctionService(identifiers[i], leftWindowBorders[i], rightWindowBorders[i])));
    ++i;
  }
  // Initialize the parNums to be used in the shifts of parval
  initializeParNums();
}
 
BackgroundHandler::~BackgroundHandler() {}
 
void BackgroundHandler::initializeParNums() {
  // Initialize the parNums to be used in the shifts of parval
  parNumsRegions_[0] = 0;
  for (unsigned int i = 1; i < backgroundWindow_.size(); ++i) {
    parNumsRegions_[i] = parNumsRegions_[i - 1] + backgroundWindow_[i - 1].backgroundFunction()->parNum();
  }
  parNumsResonances_[0] = parNumsRegions_[2] + backgroundWindow_[2].backgroundFunction()->parNum();
  for (unsigned int i = 1; i < resonanceWindow_.size(); ++i) {
    parNumsResonances_[i] = parNumsResonances_[i - 1] + resonanceWindow_[i - 1].backgroundFunction()->parNum();
  }
}
 
void BackgroundHandler::setParameters(double* Start,
                                      double* Step,
                                      double* Mini,
                                      double* Maxi,
                                      int* ind,
                                      TString* parname,
                                      const std::vector<double>& parBgr,
                                      const std::vector<int>& parBgrOrder,
                                      const int muonType) {
  std::vector<double>::const_iterator parBgrIt = parBgr.begin();
  std::vector<int>::const_iterator parBgrOrderIt = parBgrOrder.begin();
  // Set the parameters for the regions only if this is not a rescaling
  for (int iReg = 0; iReg < 3; ++iReg) {
    int shift = parNumsRegions_[iReg];
    backgroundWindow_[iReg].backgroundFunction()->setParameters(&(Start[shift]),
                                                                &(Step[shift]),
                                                                &(Mini[shift]),
                                                                &(Maxi[shift]),
                                                                &(ind[shift]),
                                                                &(parname[shift]),
                                                                parBgrIt + shift,
                                                                parBgrOrderIt + shift,
                                                                muonType);
  }
  for (int iRes = 0; iRes < 6; ++iRes) {
    // parNumsResonances is already shifted for the regions parameters
    int shift = parNumsResonances_[iRes];
    resonanceWindow_[iRes].backgroundFunction()->setParameters(&(Start[shift]),
                                                               &(Step[shift]),
                                                               &(Mini[shift]),
                                                               &(Maxi[shift]),
                                                               &(ind[shift]),
                                                               &(parname[shift]),
                                                               parBgrIt + shift,
                                                               parBgrOrderIt + shift,
                                                               muonType);
  }
}
 
bool BackgroundHandler::unlockParameter(const std::vector<int>& resfind, const unsigned int ipar) {
  // parNumsRegions_ are shifted: [1] contains the number of parameters for 0 and so on.
  if (ipar < unsigned(parNumsRegions_[1]) && resfind[0] > 0) {
    return true;
  }
  if (ipar >= unsigned(parNumsRegions_[1]) && ipar < unsigned(parNumsRegions_[2]) &&
      (resfind[1] > 0 || resfind[2] > 0 || resfind[3] > 0)) {
    return true;
  }
  // The first of parNumsResonances_ has the sum of parNums of the regions.
  if (ipar >= unsigned(parNumsRegions_[2]) && ipar < unsigned(parNumsResonances_[0]) &&
      (resfind[4] > 0 || resfind[5] > 0)) {
    return true;
  }
  return false;
}
 
// std::pair<double, double> BackgroundHandler::windowFactors( const bool doBackgroundFit, const int ires )
// {
//   if( doBackgroundFit ) {
//     // Fitting the background: use the regions
//     return std::make_pair(leftWindowFactors_[resToReg_[ires]], rightWindowFactors_[resToReg_[ires]]);
//   }
//   else {
//     // Not fitting the background: use the resonances
//     return std::make_pair(1.,1.);
//   }
// }
 
std::pair<double, double> BackgroundHandler::windowBorders(const bool doBackgroundFit, const int ires) {
  if (doBackgroundFit) {
    // Fitting the background: use the regions
    return std::make_pair(backgroundWindow_[resToReg_[ires]].lowerBound(),
                          backgroundWindow_[resToReg_[ires]].upperBound());
  } else {
    // Not fitting the background: use the resonances
    // return std::make_pair(1.,1.);
    return std::make_pair(resonanceWindow_[ires].lowerBound(), resonanceWindow_[ires].upperBound());
  }
}
 
double BackgroundHandler::resMass(const bool doBackgroundFit, const int ires) {
  if (doBackgroundFit) {
    // Fitting the background: use the regions
    return backgroundWindow_[resToReg_[ires]].mass();
  } else {
    // Not fitting the background: use the resonances
    return resonanceWindow_[ires].mass();
  }
}
 
void BackgroundHandler::rescale(
    std::vector<double>& parBgr,
    const double* ResMass,
    const double* massWindowHalfWidth,
    const std::vector<std::pair<reco::Particle::LorentzVector, reco::Particle::LorentzVector> >& muonPairs,
    const double& weight) {
  countEventsInAllWindows(muonPairs, weight);
 
  // Loop on all regions and on all the resonances of each region and compute the background fraction
  // for each resonance window.
  unsigned int iRegion = 0;
  for (auto const& backgroundWindow : backgroundWindow_) {
    // Iterator pointing to the first parameter of this background function in the full set of parameters
    std::vector<double>::const_iterator parBgrIt = (parBgr.begin() + parNumsRegions_[iRegion]);
    TF1* backgroundFunctionForIntegral = backgroundWindow.backgroundFunction()->functionForIntegral(parBgrIt);
    // WARNING: this expects the background fraction parameter to be parBgr[0] for all the background functions.
    double kOld = *parBgrIt;
    double Nbw = backgroundWindow.events();
    double Ibw = backgroundFunctionForIntegral->Integral(backgroundWindow.lowerBound(), backgroundWindow.upperBound());
 
    // index is the index of the resonance in the background window
    for (unsigned int index : *(backgroundWindow.indexes())) {
      // First set all parameters of the resonance window background function to those of the corresponding region
      for (int iPar = 0; iPar < resonanceWindow_[index].backgroundFunction()->parNum(); ++iPar) {
        parBgr[parNumsResonances_[index] + iPar] = parBgr[parNumsRegions_[resToReg_[index]] + iPar];
      }
      // Estimated fraction of events in the resonance window
      double Irw = backgroundFunctionForIntegral->Integral(resonanceWindow_[index].lowerBound(),
                                                           resonanceWindow_[index].upperBound());
      double Nrw = resonanceWindow_[index].events();
 
      // Ibw is 1 (to avoid effects from approximation errors we set it to 1 and do not include it in the computation).
      if (Nrw != 0)
        parBgr[parNumsResonances_[index]] = kOld * Nbw / Nrw * Irw;
      else
        parBgr[parNumsResonances_[index]] = 0.;
 
      // Protect against fluctuations of number of events which could cause the fraction to go above 1.
      if (parBgr[parNumsResonances_[index]] > 1.)
        parBgr[parNumsResonances_[index]] = 1.;
 
      double kNew = parBgr[parNumsResonances_[index]];
      std::cout << "For resonance = " << index << std::endl;
      std::cout << "backgroundWindow.lowerBound = " << backgroundWindow.lowerBound() << std::endl;
      std::cout << "backgroundWindow.upperBound = " << backgroundWindow.upperBound() << std::endl;
      std::cout << "parNumsResonances_[" << index << "] = " << parNumsResonances_[index] << std::endl;
      std::cout << "Nbw = " << Nbw << ", Ibw = " << Ibw << std::endl;
      std::cout << "Nrw = " << Nrw << ", Irw = " << Irw << std::endl;
      std::cout << "k = " << kOld << ", k' = " << parBgr[parNumsResonances_[index]] << std::endl;
      std::cout << "background fraction in background window = Nbw*k = " << Nbw * kOld << std::endl;
      std::cout << "background fraction in resonance window = Nrw*k' = " << Nrw * kNew << std::endl;
    }
    ++iRegion;
    delete backgroundFunctionForIntegral;
  }
}
 
std::pair<double, double> BackgroundHandler::backgroundFunction(const bool doBackgroundFit,
                                                                const double* parval,
                                                                const int resTotNum,
                                                                const int ires,
                                                                const bool* resConsidered,
                                                                const double* ResMass,
                                                                const double ResHalfWidth[],
                                                                const int MuonType,
                                                                const double& mass,
                                                                const double& eta1,
                                                                const double& eta2) {
  if (doBackgroundFit) {
    // Return the values for the region
    int iReg = resToReg_[ires];
    // return std::make_pair( parval[parNumsRegions_[iReg]] * backgroundWindow_[iReg].backgroundFunction()->fracVsEta(&(parval[parNumsRegions_[iReg]]), resEta),
    return std::make_pair(
        parval[parNumsRegions_[iReg]] *
            backgroundWindow_[iReg].backgroundFunction()->fracVsEta(&(parval[parNumsRegions_[iReg]]), eta1, eta2),
        (*(backgroundWindow_[iReg].backgroundFunction()))(&(parval[parNumsRegions_[iReg]]), mass, eta1, eta2));
    // return std::make_pair( backgroundWindow_[iReg].backgroundFunction()->fracVsEta(&(parval[parNumsRegions_[iReg]]), eta1, eta2),
    //             (*(backgroundWindow_[iReg].backgroundFunction()))( &(parval[parNumsRegions_[iReg]]), mass, eta1, eta2 ) );
  }
  // Return the values for the resonance
  // return std::make_pair( parval[parNumsResonances_[ires]] * resonanceWindow_[ires].backgroundFunction()->fracVsEta(&(parval[parNumsResonances_[ires]]), resEta),
  //             (*(resonanceWindow_[ires].backgroundFunction()))( &(parval[parNumsResonances_[ires]]), mass, resEta ) );
  return std::make_pair(
      parval[parNumsResonances_[ires]] *
          resonanceWindow_[ires].backgroundFunction()->fracVsEta(&(parval[parNumsResonances_[ires]]), eta1, eta2),
      (*(resonanceWindow_[ires].backgroundFunction()))(&(parval[parNumsResonances_[ires]]), mass, eta1, eta2));
}
 
void BackgroundHandler::countEventsInAllWindows(
    const std::vector<std::pair<reco::Particle::LorentzVector, reco::Particle::LorentzVector> >& muonPairs,
    const double& weight) {
  // First reset all the counters
  for (auto& resonanceWindow : resonanceWindow_) {
    resonanceWindow.resetCounter();
  }
  // Count events in background windows
  for (auto& backgroundWindow : backgroundWindow_) {
    backgroundWindow.resetCounter();
  }
 
  // Now count the events in each window
  std::pair<lorentzVector, lorentzVector> muonPair;
  for (auto const& muonPair : muonPairs) {
    // Count events in resonance windows
    for (auto& resonanceWindow : resonanceWindow_) {
      resonanceWindow.count((muonPair.first + muonPair.second).mass(), weight);
    }
    // Count events in background windows
    for (auto& backgroundWindow : backgroundWindow_) {
      backgroundWindow.count((muonPair.first + muonPair.second).mass(), weight);
    }
  }
}
 
void BackgroundHandler::consistencyCheck(const std::vector<int>& identifiers,
                                         const std::vector<double>& leftWindowBorders,
                                         const std::vector<double>& rightWindowBorders) const noexcept(false) {
  if (leftWindowBorders.size() != rightWindowBorders.size()) {
    throw cms::Exception("Configuration")
        << "BackgroundHandler::BackgroundHandler: leftWindowBorders.size() = " << leftWindowBorders.size()
        << " != rightWindowBorders.size() = " << rightWindowBorders.size() << std::endl;
  }
  if (leftWindowBorders.size() != 3) {
    throw cms::Exception("Configuration")
        << "BackgroundHandler::BackgroundHandler: leftWindowBorders.size() = rightWindowBorders.size() = "
        << leftWindowBorders.size() << " != 3" << std::endl;
  }
  if (identifiers.size() != 3) {
    throw cms::Exception("Configuration")
        << "BackgroundHandler::BackgroundHandler: identifiers must match the number of regions = 3" << std::endl;
  }
}
 
#endif  // BackgroundHandler_cc