#include <ClusterShapeAlgo.h>

Public Member Functions
reco::ClusterShape	Calculate (const reco::BasicCluster &passedCluster, const EcalRecHitCollection hits, const CaloSubdetectorGeometry geometry, const CaloSubdetectorTopology *topology)

	ClusterShapeAlgo ()

	ClusterShapeAlgo (const edm::ParameterSet &par)

Private Types
enum	{ Eta, Phi }

Private Member Functions
double	absZernikeMoment (const reco::BasicCluster &passedCluster, int n, int m, double R0=6.6)

double	calc_AbsZernikeMoment (const reco::BasicCluster &passedCluster, int n, int m, double R0)

void	Calculate_2ndEnergy (const reco::BasicCluster &passedCluster, const EcalRecHitCollection *hits)

void	Calculate_BarrelBasketEnergyFraction (const reco::BasicCluster &passedCluster, const EcalRecHitCollection hits, const int EtaPhi, const CaloSubdetectorGeometry geometry)

void	Calculate_ComplexZernikeMoments (const reco::BasicCluster &passedCluster)

void	Calculate_Covariances (const reco::BasicCluster &passedCluster, const EcalRecHitCollection hits, const CaloSubdetectorGeometry geometry)

void	Calculate_e2x2 ()

void	Calculate_e2x5Bottom ()

void	Calculate_e2x5Left ()

void	Calculate_e2x5Right ()

void	Calculate_e2x5Top ()

void	Calculate_e3x2 ()

void	Calculate_e3x3 ()

void	Calculate_e4x4 ()

void	Calculate_e5x5 ()

void	Calculate_EnergyDepTopology (const reco::BasicCluster &passedCluster, const EcalRecHitCollection hits, const CaloSubdetectorGeometry geometry, bool logW=true)

void	Calculate_lat (const reco::BasicCluster &passedCluster)

void	Calculate_Polynomials (double rho)

void	Calculate_TopEnergy (const reco::BasicCluster &passedCluster, const EcalRecHitCollection *hits)

void	Create_Map (const EcalRecHitCollection hits, const CaloSubdetectorTopology topology)

double	f00 (double r)

double	f11 (double r)

double	f20 (double r)

double	f22 (double r)

double	f31 (double r)

double	f33 (double r)

double	f40 (double r)

double	f42 (double r)

double	f44 (double r)

double	f51 (double r)

double	f53 (double r)

double	f55 (double r)

double	factorial (int n) const

double	fast_AbsZernikeMoment (const reco::BasicCluster &passedCluster, int n, int m, double R0)

Private Attributes
double	A20_

double	A42_

double	covEtaEta_

double	covEtaPhi_

double	covPhiPhi_

double	e2nd_

DetId	e2ndId_

double	e2x2_

int	e2x2_Diagonal_X_

int	e2x2_Diagonal_Y_

double	e2x5Bottom_

double	e2x5Left_

double	e2x5Right_

double	e2x5Top_

double	e3x2_

double	e3x2Ratio_

double	e3x3_

double	e4x4_

double	e5x5_

double	eMax_

DetId	eMaxId_

std::vector< double >	energyBasketFractionEta_

std::vector< double >	energyBasketFractionPhi_

std::vector< EcalClusterEnergyDeposition >	energyDistribution_

std::pair< DetId, double >	energyMap_ [5][5]

double	etaLat_

std::vector< double >	fcn_

double	lat_

edm::ParameterSet	parameterSet_

double	phiLat_

Detailed Description

calculates and creates a ClusterShape object

Author: Michael A. Balazs, UVa

Definition at line 35 of file ClusterShapeAlgo.h.

Member Enumeration Documentation

◆ anonymous enum

anonymous enum

private

Enumerator
Eta
Phi

Definition at line 111 of file ClusterShapeAlgo.h.

111 { Eta, Phi };

Constructor & Destructor Documentation

◆ ClusterShapeAlgo() [1/2]

ClusterShapeAlgo::ClusterShapeAlgo ( const edm::ParameterSet & par )

Definition at line 19 of file ClusterShapeAlgo.cc.

19 : parameterSet_(par) {}

◆ ClusterShapeAlgo() [2/2]

ClusterShapeAlgo::ClusterShapeAlgo ( )

inline

Definition at line 38 of file ClusterShapeAlgo.h.

38 {};

Member Function Documentation

◆ absZernikeMoment()

double ClusterShapeAlgo::absZernikeMoment	(	const reco::BasicCluster &	passedCluster,
		int	n,
		int	m,
		double	R0 = `6.6`
	)

private

Definition at line 525 of file ClusterShapeAlgo.cc.

                                                                                                         {
   // 1. Check if n,m are correctly
   if ((m > n) || ((n - m) % 2 != 0) || (n < 0) || (m < 0))
     return -1;
  
   // 2. Check if n,R0 are within validity Range :
   // n>20 or R0<2.19cm  just makes no sense !
   if ((n > 20) || (R0 <= 2.19))
     return -1;
   if (n <= 5)
     return fast_AbsZernikeMoment(passedCluster, n, m, R0);
   else
     return calc_AbsZernikeMoment(passedCluster, n, m, R0);
 }

References calc_AbsZernikeMoment(), fast_AbsZernikeMoment(), visualization-live-secondInstance_cfg::m, dqmiodumpmetadata::n, and HLT_FULL_cff::R0.

Referenced by Calculate_ComplexZernikeMoments().

◆ calc_AbsZernikeMoment()

double ClusterShapeAlgo::calc_AbsZernikeMoment	(	const reco::BasicCluster &	passedCluster,
		int	n,
		int	m,
		double	R0
	)

private

Definition at line 588 of file ClusterShapeAlgo.cc.

                                                                                                              {
   double r, ph, e, Re = 0, Im = 0, f_nm, result;
   double TotalEnergy = passedCluster.energy();
   int clusterSize = energyDistribution_.size();
   if (clusterSize < 3)
     return 0.0;
  
   for (int i = 0; i < clusterSize; i++) {
     r = energyDistribution_[i].r / R0;
     if (r < 1) {
       ph = (energyDistribution_[i]).phi;
       e = energyDistribution_[i].deposited_energy;
       f_nm = 0;
       for (int s = 0; s <= (n - m) / 2; s++) {
         if (s % 2 == 0) {
           f_nm = f_nm + factorial(n - s) * pow(r, (double)(n - 2 * s)) /
                             (factorial(s) * factorial((n + m) / 2 - s) * factorial((n - m) / 2 - s));
         } else {
           f_nm = f_nm - factorial(n - s) * pow(r, (double)(n - 2 * s)) /
                             (factorial(s) * factorial((n + m) / 2 - s) * factorial((n - m) / 2 - s));
         }
       }
       Re = Re + e / TotalEnergy * f_nm * cos((double)m * ph);
       Im = Im - e / TotalEnergy * f_nm * sin((double)m * ph);
     }
   }
   result = sqrt(Re * Re + Im * Im);
  
   return result;
 }

References funct::cos(), MillePedeFileConverter_cfg::e, reco::CaloCluster::energy(), energyDistribution_, factorial(), mps_fire::i, visualization-live-secondInstance_cfg::m, dqmiodumpmetadata::n, phi, funct::pow(), alignCSCRings::r, HLT_FULL_cff::R0, mps_fire::result, alignCSCRings::s, funct::sin(), and mathSSE::sqrt().

Referenced by absZernikeMoment().

◆ Calculate()

reco::ClusterShape ClusterShapeAlgo::Calculate	(	const reco::BasicCluster &	passedCluster,
		const EcalRecHitCollection *	hits,
		const CaloSubdetectorGeometry *	geometry,
		const CaloSubdetectorTopology *	topology
	)

Definition at line 21 of file ClusterShapeAlgo.cc.

                                                                                         {
   Calculate_TopEnergy(passedCluster, hits);
   Calculate_2ndEnergy(passedCluster, hits);
   Create_Map(hits, topology);
   Calculate_e2x2();
   Calculate_e3x2();
   Calculate_e3x3();
   Calculate_e4x4();
   Calculate_e5x5();
   Calculate_e2x5Right();
   Calculate_e2x5Left();
   Calculate_e2x5Top();
   Calculate_e2x5Bottom();
   Calculate_Covariances(passedCluster, hits, geometry);
   Calculate_BarrelBasketEnergyFraction(passedCluster, hits, Eta, geometry);
   Calculate_BarrelBasketEnergyFraction(passedCluster, hits, Phi, geometry);
   Calculate_EnergyDepTopology(passedCluster, hits, geometry, true);
   Calculate_lat(passedCluster);
   Calculate_ComplexZernikeMoments(passedCluster);
  
   return reco::ClusterShape(covEtaEta_,
                             covEtaPhi_,
                             covPhiPhi_,
                             eMax_,
                             eMaxId_,
                             e2nd_,
                             e2ndId_,
                             e2x2_,
                             e3x2_,
                             e3x3_,
                             e4x4_,
                             e5x5_,
                             e2x5Right_,
                             e2x5Left_,
                             e2x5Top_,
                             e2x5Bottom_,
                             e3x2Ratio_,
                             lat_,
                             etaLat_,
                             phiLat_,
                             A20_,
                             A42_,
                             energyBasketFractionEta_,
                             energyBasketFractionPhi_);
 }

References A20_, A42_, Calculate_2ndEnergy(), Calculate_BarrelBasketEnergyFraction(), Calculate_ComplexZernikeMoments(), Calculate_Covariances(), Calculate_e2x2(), Calculate_e2x5Bottom(), Calculate_e2x5Left(), Calculate_e2x5Right(), Calculate_e2x5Top(), Calculate_e3x2(), Calculate_e3x3(), Calculate_e4x4(), Calculate_e5x5(), Calculate_EnergyDepTopology(), Calculate_lat(), Calculate_TopEnergy(), covEtaEta_, covEtaPhi_, covPhiPhi_, Create_Map(), e2nd_, e2ndId_, e2x2_, e2x5Bottom_, e2x5Left_, e2x5Right_, e2x5Top_, e3x2_, e3x2Ratio_, e3x3_, e4x4_, e5x5_, eMax_, eMaxId_, energyBasketFractionEta_, energyBasketFractionPhi_, Eta, etaLat_, hfClusterShapes_cfi::hits, lat_, Phi, and phiLat_.

Referenced by IslandClusterProducer::clusterizeECALPart(), CosmicClusterProducer::clusterizeECALPart(), and Pi0FixedMassWindowCalibration::duringLoop().

◆ Calculate_2ndEnergy()

void ClusterShapeAlgo::Calculate_2ndEnergy	(	const reco::BasicCluster &	passedCluster,
		const EcalRecHitCollection *	hits
	)

private

Definition at line 94 of file ClusterShapeAlgo.cc.

                                                                                                                   {
   double e2nd = 0;
   DetId e2ndId(0);
  
   const std::vector<std::pair<DetId, float> >& clusterDetIds = passedCluster.hitsAndFractions();
  
   EcalRecHit testEcalRecHit;
  
   for (auto const& posCurrent : clusterDetIds) {
     if ((posCurrent.first != DetId(0)) && (hits->find(posCurrent.first) != hits->end())) {
       EcalRecHitCollection::const_iterator itt = hits->find(posCurrent.first);
       testEcalRecHit = *itt;
  
       if (testEcalRecHit.energy() * posCurrent.second > e2nd && testEcalRecHit.id() != eMaxId_) {
         e2nd = testEcalRecHit.energy() * posCurrent.second;
         e2ndId = testEcalRecHit.id();
       }
     }
   }
  
   e2nd_ = e2nd;
   e2ndId_ = e2ndId;
 }

References e2nd_, e2ndId_, eMaxId_, EcalRecHit::energy(), hfClusterShapes_cfi::hits, reco::CaloCluster::hitsAndFractions(), and EcalRecHit::id().

Referenced by Calculate().

◆ Calculate_BarrelBasketEnergyFraction()

void ClusterShapeAlgo::Calculate_BarrelBasketEnergyFraction	(	const reco::BasicCluster &	passedCluster,
		const EcalRecHitCollection *	hits,
		const int	EtaPhi,
		const CaloSubdetectorGeometry *	geometry
	)

private

Definition at line 406 of file ClusterShapeAlgo.cc.

                                                                                                      {
   if ((hits == nullptr) || (((*hits)[0]).id().subdetId() != EcalBarrel)) {
     //std::cout << "No basket correction if no hits or for endacap!" << std::endl;
     return;
   }
  
   std::map<int, double> indexedBasketEnergy;
   const std::vector<std::pair<DetId, float> >& clusterDetIds = passedCluster.hitsAndFractions();
   const EcalBarrelGeometry* subDetGeometry = dynamic_cast<const EcalBarrelGeometry*>(geometry);
  
   for (auto const& posCurrent : clusterDetIds) {
     int basketIndex = 999;
  
     if (EtaPhi == Eta) {
       int unsignedIEta = abs(EBDetId(posCurrent.first).ieta());
       std::vector<int> etaBasketSize = subDetGeometry->getEtaBaskets();
  
       for (unsigned int i = 0; i < etaBasketSize.size(); i++) {
         unsignedIEta -= etaBasketSize[i];
         if (unsignedIEta - 1 < 0) {
           basketIndex = i;
           break;
         }
       }
       basketIndex = (basketIndex + 1) * (EBDetId(posCurrent.first).ieta() > 0 ? 1 : -1);
  
     } else if (EtaPhi == Phi) {
       int halfNumBasketInPhi = (EBDetId::MAX_IPHI - EBDetId::MIN_IPHI + 1) / subDetGeometry->getBasketSizeInPhi() / 2;
  
       basketIndex = (EBDetId(posCurrent.first).iphi() - 1) / subDetGeometry->getBasketSizeInPhi() -
                     (EBDetId((clusterDetIds[0]).first).iphi() - 1) / subDetGeometry->getBasketSizeInPhi();
  
       if (basketIndex >= halfNumBasketInPhi)
         basketIndex -= 2 * halfNumBasketInPhi;
       else if (basketIndex < -1 * halfNumBasketInPhi)
         basketIndex += 2 * halfNumBasketInPhi;
  
     } else
       throw(std::runtime_error("\n\nOh No! Calculate_BarrelBasketEnergyFraction called on invalid index.\n\n"));
  
     indexedBasketEnergy[basketIndex] += (hits->find(posCurrent.first))->energy();
   }
  
   std::vector<double> energyFraction;
   for (std::map<int, double>::iterator posCurrent = indexedBasketEnergy.begin();
        posCurrent != indexedBasketEnergy.end();
        posCurrent++) {
     energyFraction.push_back(indexedBasketEnergy[posCurrent->first] / passedCluster.energy());
   }
  
   switch (EtaPhi) {
     case Eta:
       energyBasketFractionEta_ = energyFraction;
       break;
     case Phi:
       energyBasketFractionPhi_ = energyFraction;
       break;
   }
 }

References funct::abs(), EcalBarrel, HCALHighEnergyHPDFilter_cfi::energy, reco::CaloCluster::energy(), energyBasketFractionEta_, energyBasketFractionPhi_, Eta, first, EcalBarrelGeometry::getBasketSizeInPhi(), EcalBarrelGeometry::getEtaBaskets(), hfClusterShapes_cfi::hits, reco::CaloCluster::hitsAndFractions(), mps_fire::i, EBDetId::ieta(), EBDetId::iphi(), EBDetId::MAX_IPHI, EBDetId::MIN_IPHI, and Phi.

Referenced by Calculate().

◆ Calculate_ComplexZernikeMoments()

void ClusterShapeAlgo::Calculate_ComplexZernikeMoments ( const reco::BasicCluster & passedCluster )

private

Definition at line 518 of file ClusterShapeAlgo.cc.

                                                                                             {
   // Calculate only the moments which go into the default cluster shape
   // (moments with m>=2 are the only sensitive to azimuthal shape)
   A20_ = absZernikeMoment(passedCluster, 2, 0);
   A42_ = absZernikeMoment(passedCluster, 4, 2);
 }

References A20_, A42_, and absZernikeMoment().

Referenced by Calculate().

◆ Calculate_Covariances()

void ClusterShapeAlgo::Calculate_Covariances	(	const reco::BasicCluster &	passedCluster,
		const EcalRecHitCollection *	hits,
		const CaloSubdetectorGeometry *	geometry
	)

private

Definition at line 340 of file ClusterShapeAlgo.cc.

                                                                                       {
   if (e5x5_ > 0.) {
     double w0_ = parameterSet_.getParameter<double>("W0");
  
     // first find energy-weighted mean position - doing it when filling the energy map might save time
     math::XYZVector meanPosition(0.0, 0.0, 0.0);
     for (int i = 0; i < 5; ++i) {
       for (int j = 0; j < 5; ++j) {
         DetId id = energyMap_[i][j].first;
         if (id != DetId(0)) {
           GlobalPoint positionGP = geometry->getGeometry(id)->getPosition();
           math::XYZVector position(positionGP.x(), positionGP.y(), positionGP.z());
           meanPosition = meanPosition + energyMap_[i][j].second * position;
         }
       }
     }
  
     meanPosition /= e5x5_;
  
     // now we can calculate the covariances
     double numeratorEtaEta = 0;
     double numeratorEtaPhi = 0;
     double numeratorPhiPhi = 0;
     double denominator = 0;
  
     for (int i = 0; i < 5; ++i) {
       for (int j = 0; j < 5; ++j) {
         DetId id = energyMap_[i][j].first;
         if (id != DetId(0)) {
           GlobalPoint position = geometry->getGeometry(id)->getPosition();
  
           double dPhi = position.phi() - meanPosition.phi();
           if (dPhi > +Geom::pi()) {
             dPhi = Geom::twoPi() - dPhi;
           }
           if (dPhi < -Geom::pi()) {
             dPhi = Geom::twoPi() + dPhi;
           }
  
           double dEta = position.eta() - meanPosition.eta();
           double w = 0.;
           if (energyMap_[i][j].second > 0.)
             w = std::max(0.0, w0_ + log(energyMap_[i][j].second / e5x5_));
  
           denominator += w;
           numeratorEtaEta += w * dEta * dEta;
           numeratorEtaPhi += w * dEta * dPhi;
           numeratorPhiPhi += w * dPhi * dPhi;
         }
       }
     }
  
     covEtaEta_ = numeratorEtaEta / denominator;
     covEtaPhi_ = numeratorEtaPhi / denominator;
     covPhiPhi_ = numeratorPhiPhi / denominator;
   } else {
     // Warn the user if there was no energy in the cells and return zeroes.
     //       std::cout << "\ClusterShapeAlgo::Calculate_Covariances:  no energy in supplied cells.\n";
     covEtaEta_ = 0;
     covEtaPhi_ = 0;
     covPhiPhi_ = 0;
   }
 }

References covEtaEta_, covEtaPhi_, covPhiPhi_, HLTTauDQMOffline_cfi::denominator, HLT_FULL_cff::dEta, HLT_FULL_cff::dPhi, e5x5_, energyMap_, edm::ParameterSet::getParameter(), mps_fire::i, dqmiolumiharvest::j, dqm-mbProfile::log, SiStripPI::max, parameterSet_, Geom::pi(), position, edm::second(), Geom::twoPi(), w, PV3DBase< T, PVType, FrameType >::x(), PV3DBase< T, PVType, FrameType >::y(), and PV3DBase< T, PVType, FrameType >::z().

Referenced by Calculate().

◆ Calculate_e2x2()

void ClusterShapeAlgo::Calculate_e2x2 ( )

private

Definition at line 136 of file ClusterShapeAlgo.cc.

                                       {
   double e2x2Max = 0;
   double e2x2Test = 0;
  
   int deltaX = 0, deltaY = 0;
  
   for (int corner = 0; corner < 4; corner++) {
     switch (corner) {
       case 0:
         deltaX = -1;
         deltaY = -1;
         break;
       case 1:
         deltaX = -1;
         deltaY = 1;
         break;
       case 2:
         deltaX = 1;
         deltaY = -1;
         break;
       case 3:
         deltaX = 1;
         deltaY = 1;
         break;
     }
  
     e2x2Test = energyMap_[2][2].second;
     e2x2Test += energyMap_[2 + deltaY][2].second;
     e2x2Test += energyMap_[2][2 + deltaX].second;
     e2x2Test += energyMap_[2 + deltaY][2 + deltaX].second;
  
     if (e2x2Test > e2x2Max) {
       e2x2Max = e2x2Test;
       e2x2_Diagonal_X_ = 2 + deltaX;
       e2x2_Diagonal_Y_ = 2 + deltaY;
     }
   }
  
   e2x2_ = e2x2Max;
 }

References TCMET_cfi::corner, e2x2_, e2x2_Diagonal_X_, e2x2_Diagonal_Y_, and energyMap_.

Referenced by Calculate().

◆ Calculate_e2x5Bottom()

void ClusterShapeAlgo::Calculate_e2x5Bottom ( )

private

Definition at line 316 of file ClusterShapeAlgo.cc.

                                             {
   double e2x5B = 0.0;
   for (int i = 0; i <= 4; i++) {
     for (int j = 0; j <= 4; j++) {
       if (i > 2) {
         e2x5B += energyMap_[i][j].second;
       }
     }
   }
   e2x5Bottom_ = e2x5B;
 }

References e2x5Bottom_, energyMap_, mps_fire::i, and dqmiolumiharvest::j.

Referenced by Calculate().

◆ Calculate_e2x5Left()

void ClusterShapeAlgo::Calculate_e2x5Left ( )

private

Definition at line 304 of file ClusterShapeAlgo.cc.

                                           {
   double e2x5L = 0.0;
   for (int i = 0; i <= 4; i++) {
     for (int j = 0; j <= 4; j++) {
       if (j < 2) {
         e2x5L += energyMap_[i][j].second;
       }
     }
   }
   e2x5Left_ = e2x5L;
 }

References e2x5Left_, energyMap_, mps_fire::i, and dqmiolumiharvest::j.

Referenced by Calculate().

◆ Calculate_e2x5Right()

void ClusterShapeAlgo::Calculate_e2x5Right ( )

private

Definition at line 292 of file ClusterShapeAlgo.cc.

                                            {
   double e2x5R = 0.0;
   for (int i = 0; i <= 4; i++) {
     for (int j = 0; j <= 4; j++) {
       if (j > 2) {
         e2x5R += energyMap_[i][j].second;
       }
     }
   }
   e2x5Right_ = e2x5R;
 }

References e2x5Right_, energyMap_, mps_fire::i, and dqmiolumiharvest::j.

Referenced by Calculate().

◆ Calculate_e2x5Top()

void ClusterShapeAlgo::Calculate_e2x5Top ( )

private

Definition at line 328 of file ClusterShapeAlgo.cc.

                                          {
   double e2x5T = 0.0;
   for (int i = 0; i <= 4; i++) {
     for (int j = 0; j <= 4; j++) {
       if (i < 2) {
         e2x5T += energyMap_[i][j].second;
       }
     }
   }
   e2x5Top_ = e2x5T;
 }

References e2x5Top_, energyMap_, mps_fire::i, and dqmiolumiharvest::j.

Referenced by Calculate().

◆ Calculate_e3x2()

void ClusterShapeAlgo::Calculate_e3x2 ( )

private

Definition at line 177 of file ClusterShapeAlgo.cc.

                                       {
   double e3x2 = 0.0;
   double e3x2Ratio = 0.0, e3x2RatioNumerator = 0.0, e3x2RatioDenominator = 0.0;
  
   int e2ndX = 2, e2ndY = 2;
   int deltaY = 0, deltaX = 0;
  
   double nextEnergy = -999;
   int nextEneryDirection = -1;
  
   for (int cardinalDirection = 0; cardinalDirection < 4; cardinalDirection++) {
     switch (cardinalDirection) {
       case 0:
         deltaX = -1;
         deltaY = 0;
         break;
       case 1:
         deltaX = 1;
         deltaY = 0;
         break;
       case 2:
         deltaX = 0;
         deltaY = -1;
         break;
       case 3:
         deltaX = 0;
         deltaY = 1;
         break;
     }
  
     if (energyMap_[2 + deltaY][2 + deltaX].second >= nextEnergy) {
       nextEnergy = energyMap_[2 + deltaY][2 + deltaX].second;
       nextEneryDirection = cardinalDirection;
  
       e2ndX = 2 + deltaX;
       e2ndY = 2 + deltaY;
     }
   }
  
   switch (nextEneryDirection) {
     case 0:;
     case 1:
       deltaX = 0;
       deltaY = 1;
       break;
     case 2:;
     case 3:
       deltaX = 1;
       deltaY = 0;
       break;
   }
  
   for (int sign = -1; sign <= 1; sign++)
     e3x2 += (energyMap_[2 + deltaY * sign][2 + deltaX * sign].second +
              energyMap_[e2ndY + deltaY * sign][e2ndX + deltaX * sign].second);
  
   e3x2RatioNumerator =
       energyMap_[e2ndY + deltaY][e2ndX + deltaX].second + energyMap_[e2ndY - deltaY][e2ndX - deltaX].second;
   e3x2RatioDenominator = 0.5 + energyMap_[2 + deltaY][2 + deltaX].second + energyMap_[2 - deltaY][2 - deltaX].second;
   e3x2Ratio = e3x2RatioNumerator / e3x2RatioDenominator;
  
   e3x2_ = e3x2;
   e3x2Ratio_ = e3x2Ratio;
 }

References e3x2_, e3x2Ratio_, energyMap_, edm::second(), and Validation_hcalonly_cfi::sign.

Referenced by Calculate().

◆ Calculate_e3x3()

void ClusterShapeAlgo::Calculate_e3x3 ( )

private

Definition at line 242 of file ClusterShapeAlgo.cc.

                                       {
   double e3x3 = 0;
  
   for (int i = 1; i <= 3; i++)
     for (int j = 1; j <= 3; j++)
       e3x3 += energyMap_[j][i].second;
  
   e3x3_ = e3x3;
 }

References e3x3_, energyMap_, mps_fire::i, dqmiolumiharvest::j, and edm::second().

Referenced by Calculate().

◆ Calculate_e4x4()

void ClusterShapeAlgo::Calculate_e4x4 ( )

private

Definition at line 252 of file ClusterShapeAlgo.cc.

                                       {
   double e4x4 = 0;
  
   int startX = -1, startY = -1;
  
   switch (e2x2_Diagonal_X_) {
     case 1:
       startX = 0;
       break;
     case 3:
       startX = 1;
       break;
   }
  
   switch (e2x2_Diagonal_Y_) {
     case 1:
       startY = 0;
       break;
     case 3:
       startY = 1;
       break;
   }
  
   for (int i = startX; i <= startX + 3; i++)
     for (int j = startY; j <= startY + 3; j++)
       e4x4 += energyMap_[j][i].second;
  
   e4x4_ = e4x4;
 }

References e2x2_Diagonal_X_, e2x2_Diagonal_Y_, e4x4_, energyMap_, mps_fire::i, dqmiolumiharvest::j, and edm::second().

Referenced by Calculate().

◆ Calculate_e5x5()

void ClusterShapeAlgo::Calculate_e5x5 ( )

private

Definition at line 282 of file ClusterShapeAlgo.cc.

                                       {
   double e5x5 = 0;
  
   for (int i = 0; i <= 4; i++)
     for (int j = 0; j <= 4; j++)
       e5x5 += energyMap_[j][i].second;
  
   e5x5_ = e5x5;
 }

References e5x5_, energyMap_, mps_fire::i, dqmiolumiharvest::j, and edm::second().

Referenced by Calculate().

◆ Calculate_EnergyDepTopology()

void ClusterShapeAlgo::Calculate_EnergyDepTopology	(	const reco::BasicCluster &	passedCluster,
		const EcalRecHitCollection *	hits,
		const CaloSubdetectorGeometry *	geometry,
		bool	logW = `true`
	)

private

Definition at line 619 of file ClusterShapeAlgo.cc.

                                                               {
   // resets the energy distribution
   energyDistribution_.clear();
  
   // init a map of the energy deposition centered on the
   // cluster centroid. This is for momenta calculation only.
   CLHEP::Hep3Vector clVect(passedCluster.position().x(), passedCluster.position().y(), passedCluster.position().z());
   CLHEP::Hep3Vector clDir(clVect);
   clDir *= 1.0 / clDir.mag();
   // in the transverse plane, axis perpendicular to clusterDir
   CLHEP::Hep3Vector theta_axis(clDir.y(), -clDir.x(), 0.0);
   theta_axis *= 1.0 / theta_axis.mag();
   CLHEP::Hep3Vector phi_axis = theta_axis.cross(clDir);
  
   const std::vector<std::pair<DetId, float> >& clusterDetIds = passedCluster.hitsAndFractions();
  
   EcalClusterEnergyDeposition clEdep;
   EcalRecHit testEcalRecHit;
   // loop over crystals
   for (auto const& posCurrent : clusterDetIds) {
     EcalRecHitCollection::const_iterator itt = hits->find(posCurrent.first);
     testEcalRecHit = *itt;
  
     if ((posCurrent.first != DetId(0)) && (hits->find(posCurrent.first) != hits->end())) {
       clEdep.deposited_energy = testEcalRecHit.energy();
  
       // if logarithmic weight is requested, apply cut on minimum energy of the recHit
       if (logW) {
         double w0_ = parameterSet_.getParameter<double>("W0");
  
         if (clEdep.deposited_energy == 0) {
           LogDebug("ClusterShapeAlgo") << "Crystal has zero energy; skipping... ";
           continue;
         }
         double weight = std::max(0.0, w0_ + log(fabs(clEdep.deposited_energy) / passedCluster.energy()));
         if (weight == 0) {
           LogDebug("ClusterShapeAlgo") << "Crystal has insufficient energy: E = " << clEdep.deposited_energy
                                        << " GeV; skipping... ";
           continue;
         } else
           LogDebug("ClusterShapeAlgo") << "===> got crystal. Energy = " << clEdep.deposited_energy << " GeV. ";
       }
       DetId id_ = posCurrent.first;
       auto this_cell = geometry->getGeometry(id_);
       const GlobalPoint& cellPos = this_cell->getPosition();
       CLHEP::Hep3Vector gblPos(cellPos.x(), cellPos.y(), cellPos.z());  //surface position?
       // Evaluate the distance from the cluster centroid
       CLHEP::Hep3Vector diff = gblPos - clVect;
       // Important: for the moment calculation, only the "lateral distance" is important
       // "lateral distance" r_i = distance of the digi position from the axis Origin-Cluster Center
       // ---> subtract the projection on clDir
       CLHEP::Hep3Vector DigiVect = diff - diff.dot(clDir) * clDir;
       clEdep.r = DigiVect.mag();
       LogDebug("ClusterShapeAlgo") << "E = " << clEdep.deposited_energy << "\tdiff = " << diff.mag()
                                    << "\tr = " << clEdep.r;
       clEdep.phi = DigiVect.angle(theta_axis);
       if (DigiVect.dot(phi_axis) < 0)
         clEdep.phi = 2 * M_PI - clEdep.phi;
       energyDistribution_.push_back(clEdep);
     }
   }
 }

References EcalClusterEnergyDeposition::deposited_energy, change_name::diff, EcalRecHit::energy(), reco::CaloCluster::energy(), energyDistribution_, edm::ParameterSet::getParameter(), hfClusterShapes_cfi::hits, reco::CaloCluster::hitsAndFractions(), dqm-mbProfile::log, LogDebug, M_PI, SiStripPI::max, parameterSet_, EcalClusterEnergyDeposition::phi, reco::CaloCluster::position(), EcalClusterEnergyDeposition::r, PV3DBase< T, PVType, FrameType >::x(), PV3DBase< T, PVType, FrameType >::y(), and PV3DBase< T, PVType, FrameType >::z().

Referenced by Calculate().

◆ Calculate_lat()

void ClusterShapeAlgo::Calculate_lat ( const reco::BasicCluster & passedCluster )

private

Definition at line 469 of file ClusterShapeAlgo.cc.

                                                                           {
   double r, redmoment = 0;
   double phiRedmoment = 0;
   double etaRedmoment = 0;
   int n, n1, n2, tmp;
   int clusterSize = energyDistribution_.size();
   if (clusterSize < 3) {
     etaLat_ = 0.0;
     lat_ = 0.0;
     return;
   }
  
   n1 = 0;
   n2 = 1;
   if (energyDistribution_[1].deposited_energy > energyDistribution_[0].deposited_energy) {
     tmp = n2;
     n2 = n1;
     n1 = tmp;
   }
   for (int i = 2; i < clusterSize; i++) {
     n = i;
     if (energyDistribution_[i].deposited_energy > energyDistribution_[n1].deposited_energy) {
       tmp = n2;
       n2 = n1;
       n1 = i;
       n = tmp;
     } else {
       if (energyDistribution_[i].deposited_energy > energyDistribution_[n2].deposited_energy) {
         tmp = n2;
         n2 = i;
         n = tmp;
       }
     }
  
     r = energyDistribution_[n].r;
     redmoment += r * r * energyDistribution_[n].deposited_energy;
     double rphi = r * cos(energyDistribution_[n].phi);
     phiRedmoment += rphi * rphi * energyDistribution_[n].deposited_energy;
     double reta = r * sin(energyDistribution_[n].phi);
     etaRedmoment += reta * reta * energyDistribution_[n].deposited_energy;
   }
   double e1 = energyDistribution_[n1].deposited_energy;
   double e2 = energyDistribution_[n2].deposited_energy;
  
   lat_ = redmoment / (redmoment + 2.19 * 2.19 * (e1 + e2));
   phiLat_ = phiRedmoment / (phiRedmoment + 2.19 * 2.19 * (e1 + e2));
   etaLat_ = etaRedmoment / (etaRedmoment + 2.19 * 2.19 * (e1 + e2));
 }

References funct::cos(), StorageManager_cfg::e1, energyDistribution_, etaLat_, mps_fire::i, lat_, dqmiodumpmetadata::n, phi, phiLat_, alignCSCRings::r, funct::sin(), and createJobs::tmp.

Referenced by Calculate().

◆ Calculate_Polynomials()

void ClusterShapeAlgo::Calculate_Polynomials ( double rho )

private

Definition at line 685 of file ClusterShapeAlgo.cc.

                                                        {
   fcn_.push_back(f00(rho));
   fcn_.push_back(f11(rho));
   fcn_.push_back(f20(rho));
   fcn_.push_back(f31(rho));
   fcn_.push_back(f22(rho));
   fcn_.push_back(f33(rho));
   fcn_.push_back(f40(rho));
   fcn_.push_back(f51(rho));
   fcn_.push_back(f42(rho));
   fcn_.push_back(f53(rho));
   fcn_.push_back(f44(rho));
   fcn_.push_back(f55(rho));
 }

References f00(), f11(), f20(), f22(), f31(), f33(), f40(), f42(), f44(), f51(), f53(), f55(), fcn_, and rho.

Referenced by fast_AbsZernikeMoment().

◆ Calculate_TopEnergy()

void ClusterShapeAlgo::Calculate_TopEnergy	(	const reco::BasicCluster &	passedCluster,
		const EcalRecHitCollection *	hits
	)

private

Definition at line 70 of file ClusterShapeAlgo.cc.

                                                                                                                   {
   double eMax = 0;
   DetId eMaxId(0);
  
   const std::vector<std::pair<DetId, float> >& clusterDetIds = passedCluster.hitsAndFractions();
  
   EcalRecHit testEcalRecHit;
  
   for (auto const& posCurrent : clusterDetIds) {
     if ((posCurrent.first != DetId(0)) && (hits->find(posCurrent.first) != hits->end())) {
       EcalRecHitCollection::const_iterator itt = hits->find(posCurrent.first);
       testEcalRecHit = *itt;
  
       if (testEcalRecHit.energy() * posCurrent.second > eMax) {
         eMax = testEcalRecHit.energy() * posCurrent.second;
         eMaxId = testEcalRecHit.id();
       }
     }
   }
  
   eMax_ = eMax;
   eMaxId_ = eMaxId;
 }

References cosmicPhotonAnalyzer_cfi::eMax, eMax_, eMaxId_, EcalRecHit::energy(), hfClusterShapes_cfi::hits, reco::CaloCluster::hitsAndFractions(), and EcalRecHit::id().

Referenced by Calculate().

◆ Create_Map()

void ClusterShapeAlgo::Create_Map	(	const EcalRecHitCollection *	hits,
		const CaloSubdetectorTopology *	topology
	)

private

Definition at line 118 of file ClusterShapeAlgo.cc.

                                                                                                            {
   EcalRecHit tempEcalRecHit;
   CaloNavigator<DetId> posCurrent = CaloNavigator<DetId>(eMaxId_, topology);
  
   for (int x = 0; x < 5; x++)
     for (int y = 0; y < 5; y++) {
       posCurrent.home();
       posCurrent.offsetBy(-2 + x, -2 + y);
  
       if ((*posCurrent != DetId(0)) && (hits->find(*posCurrent) != hits->end())) {
         EcalRecHitCollection::const_iterator itt = hits->find(*posCurrent);
         tempEcalRecHit = *itt;
         energyMap_[y][x] = std::make_pair(tempEcalRecHit.id(), tempEcalRecHit.energy());
       } else
         energyMap_[y][x] = std::make_pair(DetId(0), 0);
     }
 }

References eMaxId_, EcalRecHit::energy(), energyMap_, hfClusterShapes_cfi::hits, CaloNavigator< T, TOPO >::home(), EcalRecHit::id(), CaloNavigator< T, TOPO >::offsetBy(), x, and y.

Referenced by Calculate().

◆ f00()

double ClusterShapeAlgo::f00 ( double r )

private

Definition at line 540 of file ClusterShapeAlgo.cc.

540 { return 1; }

Referenced by Calculate_Polynomials().

◆ f11()

double ClusterShapeAlgo::f11 ( double r )

private

Definition at line 542 of file ClusterShapeAlgo.cc.

542 { return r; }

References alignCSCRings::r.

Referenced by Calculate_Polynomials().

◆ f20()

double ClusterShapeAlgo::f20 ( double r )

private

Definition at line 544 of file ClusterShapeAlgo.cc.

544 { return 2.0 * r * r - 1.0; }

References alignCSCRings::r.

Referenced by Calculate_Polynomials().

◆ f22()

double ClusterShapeAlgo::f22 ( double r )

private

Definition at line 546 of file ClusterShapeAlgo.cc.

546 { return r * r; }

References alignCSCRings::r.

Referenced by Calculate_Polynomials().

◆ f31()

double ClusterShapeAlgo::f31 ( double r )

private

Definition at line 548 of file ClusterShapeAlgo.cc.

548 { return 3.0 * r * r * r - 2.0 * r; }

References alignCSCRings::r.

Referenced by Calculate_Polynomials().

◆ f33()

double ClusterShapeAlgo::f33 ( double r )

private

Definition at line 550 of file ClusterShapeAlgo.cc.

550 { return r * r * r; }

References alignCSCRings::r.

Referenced by Calculate_Polynomials().

◆ f40()

double ClusterShapeAlgo::f40 ( double r )

private

Definition at line 552 of file ClusterShapeAlgo.cc.

552 { return 6.0 * r * r * r * r - 6.0 * r * r + 1.0; }

References alignCSCRings::r.

Referenced by Calculate_Polynomials().

◆ f42()

double ClusterShapeAlgo::f42 ( double r )

private

Definition at line 554 of file ClusterShapeAlgo.cc.

554 { return 4.0 * r * r * r * r - 3.0 * r * r; }

References alignCSCRings::r.

Referenced by Calculate_Polynomials().

◆ f44()

double ClusterShapeAlgo::f44 ( double r )

private

Definition at line 556 of file ClusterShapeAlgo.cc.

556 { return r * r * r * r; }

References alignCSCRings::r.

Referenced by Calculate_Polynomials().

◆ f51()

double ClusterShapeAlgo::f51 ( double r )

private

Definition at line 558 of file ClusterShapeAlgo.cc.

558 { return 10.0 * pow(r, 5) - 12.0 * pow(r, 3) + 3.0 * r; }

References funct::pow(), and alignCSCRings::r.

Referenced by Calculate_Polynomials().

◆ f53()

double ClusterShapeAlgo::f53 ( double r )

private

Definition at line 560 of file ClusterShapeAlgo.cc.

560 { return 5.0 * pow(r, 5) - 4.0 * pow(r, 3); }

References funct::pow(), and alignCSCRings::r.

Referenced by Calculate_Polynomials().

◆ f55()

double ClusterShapeAlgo::f55 ( double r )

private

Definition at line 562 of file ClusterShapeAlgo.cc.

562 { return pow(r, 5); }

References funct::pow(), and alignCSCRings::r.

Referenced by Calculate_Polynomials().

◆ factorial()

double ClusterShapeAlgo::factorial ( int n ) const

private

Definition at line 700 of file ClusterShapeAlgo.cc.

                                               {
   double res = 1.0;
   for (int i = 2; i <= n; i++)
     res *= (double)i;
   return res;
 }

References mps_fire::i, and dqmiodumpmetadata::n.

Referenced by calc_AbsZernikeMoment().

◆ fast_AbsZernikeMoment()

double ClusterShapeAlgo::fast_AbsZernikeMoment	(	const reco::BasicCluster &	passedCluster,
		int	n,
		int	m,
		double	R0
	)

private

Definition at line 564 of file ClusterShapeAlgo.cc.

                                                                                                              {
   double r, ph, e, Re = 0, Im = 0, result;
   double TotalEnergy = passedCluster.energy();
   int index = (n / 2) * (n / 2) + (n / 2) + m;
   int clusterSize = energyDistribution_.size();
   if (clusterSize < 3)
     return 0.0;
  
   for (int i = 0; i < clusterSize; i++) {
     r = energyDistribution_[i].r / R0;
     if (r < 1) {
       fcn_.clear();
       Calculate_Polynomials(r);
       ph = (energyDistribution_[i]).phi;
       e = energyDistribution_[i].deposited_energy;
       Re = Re + e / TotalEnergy * fcn_[index] * cos((double)m * ph);
       Im = Im - e / TotalEnergy * fcn_[index] * sin((double)m * ph);
     }
   }
   result = sqrt(Re * Re + Im * Im);
  
   return result;
 }

References Calculate_Polynomials(), funct::cos(), MillePedeFileConverter_cfg::e, reco::CaloCluster::energy(), energyDistribution_, fcn_, mps_fire::i, visualization-live-secondInstance_cfg::m, dqmiodumpmetadata::n, phi, alignCSCRings::r, HLT_FULL_cff::R0, mps_fire::result, funct::sin(), and mathSSE::sqrt().

Referenced by absZernikeMoment().

Member Data Documentation

◆ A20_

double ClusterShapeAlgo::A20_

private

Definition at line 104 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_ComplexZernikeMoments().

◆ A42_

double ClusterShapeAlgo::A42_

private

Definition at line 104 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_ComplexZernikeMoments().

◆ covEtaEta_

double ClusterShapeAlgo::covEtaEta_

private

Definition at line 97 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_Covariances().

◆ covEtaPhi_

double ClusterShapeAlgo::covEtaPhi_

private

Definition at line 97 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_Covariances().

◆ covPhiPhi_

double ClusterShapeAlgo::covPhiPhi_

private

Definition at line 97 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_Covariances().

◆ e2nd_

double ClusterShapeAlgo::e2nd_

private

Definition at line 98 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_2ndEnergy().

◆ e2ndId_

DetId ClusterShapeAlgo::e2ndId_

private

Definition at line 107 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_2ndEnergy().

◆ e2x2_

double ClusterShapeAlgo::e2x2_

private

Definition at line 98 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_e2x2().

◆ e2x2_Diagonal_X_

int ClusterShapeAlgo::e2x2_Diagonal_X_

private

Definition at line 95 of file ClusterShapeAlgo.h.

Referenced by Calculate_e2x2(), and Calculate_e4x4().

◆ e2x2_Diagonal_Y_

int ClusterShapeAlgo::e2x2_Diagonal_Y_

private

Definition at line 95 of file ClusterShapeAlgo.h.

Referenced by Calculate_e2x2(), and Calculate_e4x4().

◆ e2x5Bottom_

double ClusterShapeAlgo::e2x5Bottom_

private

Definition at line 99 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_e2x5Bottom().

◆ e2x5Left_

double ClusterShapeAlgo::e2x5Left_

private

Definition at line 99 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_e2x5Left().

◆ e2x5Right_

double ClusterShapeAlgo::e2x5Right_

private

Definition at line 99 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_e2x5Right().

◆ e2x5Top_

double ClusterShapeAlgo::e2x5Top_

private

Definition at line 99 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_e2x5Top().

◆ e3x2_

double ClusterShapeAlgo::e3x2_

private

Definition at line 98 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_e3x2().

◆ e3x2Ratio_

double ClusterShapeAlgo::e3x2Ratio_

private

Definition at line 100 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_e3x2().

◆ e3x3_

double ClusterShapeAlgo::e3x3_

private

Definition at line 98 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_e3x3().

◆ e4x4_

double ClusterShapeAlgo::e4x4_

private

Definition at line 98 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_e4x4().

◆ e5x5_

double ClusterShapeAlgo::e5x5_

private

Definition at line 98 of file ClusterShapeAlgo.h.

Referenced by Calculate(), Calculate_Covariances(), and Calculate_e5x5().

◆ eMax_

double ClusterShapeAlgo::eMax_

private

Definition at line 98 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_TopEnergy().

◆ eMaxId_

DetId ClusterShapeAlgo::eMaxId_

private

Definition at line 107 of file ClusterShapeAlgo.h.

Referenced by Calculate(), Calculate_2ndEnergy(), Calculate_TopEnergy(), and Create_Map().

◆ energyBasketFractionEta_

std::vector<double> ClusterShapeAlgo::energyBasketFractionEta_

private

Definition at line 105 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_BarrelBasketEnergyFraction().

◆ energyBasketFractionPhi_

std::vector<double> ClusterShapeAlgo::energyBasketFractionPhi_

private

Definition at line 106 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_BarrelBasketEnergyFraction().

◆ energyDistribution_

std::vector<EcalClusterEnergyDeposition> ClusterShapeAlgo::energyDistribution_

private

Definition at line 108 of file ClusterShapeAlgo.h.

Referenced by calc_AbsZernikeMoment(), Calculate_EnergyDepTopology(), Calculate_lat(), and fast_AbsZernikeMoment().

◆ energyMap_

std::pair<DetId, double> ClusterShapeAlgo::energyMap_[5][5]

private

Definition at line 94 of file ClusterShapeAlgo.h.

Referenced by Calculate_Covariances(), Calculate_e2x2(), Calculate_e2x5Bottom(), Calculate_e2x5Left(), Calculate_e2x5Right(), Calculate_e2x5Top(), Calculate_e3x2(), Calculate_e3x3(), Calculate_e4x4(), Calculate_e5x5(), and Create_Map().

◆ etaLat_

double ClusterShapeAlgo::etaLat_

private

Definition at line 102 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_lat().

◆ fcn_

std::vector<double> ClusterShapeAlgo::fcn_

private

Definition at line 109 of file ClusterShapeAlgo.h.

Referenced by Calculate_Polynomials(), and fast_AbsZernikeMoment().

◆ lat_

double ClusterShapeAlgo::lat_

private

Definition at line 101 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_lat().

◆ parameterSet_

edm::ParameterSet ClusterShapeAlgo::parameterSet_

private

Definition at line 92 of file ClusterShapeAlgo.h.

Referenced by Calculate_Covariances(), and Calculate_EnergyDepTopology().

◆ phiLat_

double ClusterShapeAlgo::phiLat_

private

Definition at line 103 of file ClusterShapeAlgo.h.

Referenced by Calculate(), and Calculate_lat().

Public Member Functions

Private Types

Private Member Functions

Private Attributes

Detailed Description

Member Enumeration Documentation

◆ anonymous enum

Constructor & Destructor Documentation

◆ ClusterShapeAlgo() [1/2]

◆ ClusterShapeAlgo() [2/2]

Member Function Documentation

◆ absZernikeMoment()

◆ calc_AbsZernikeMoment()

◆ Calculate()

◆ Calculate_2ndEnergy()

◆ Calculate_BarrelBasketEnergyFraction()

◆ Calculate_ComplexZernikeMoments()

◆ Calculate_Covariances()

◆ Calculate_e2x2()

◆ Calculate_e2x5Bottom()

◆ Calculate_e2x5Left()

◆ Calculate_e2x5Right()

◆ Calculate_e2x5Top()

◆ Calculate_e3x2()

◆ Calculate_e3x3()

◆ Calculate_e4x4()

◆ Calculate_e5x5()

◆ Calculate_EnergyDepTopology()

◆ Calculate_lat()

◆ Calculate_Polynomials()

◆ Calculate_TopEnergy()

◆ Create_Map()

◆ f00()

◆ f11()

◆ f20()

◆ f22()

◆ f31()

◆ f33()

◆ f40()

◆ f42()

◆ f44()

◆ f51()

◆ f53()

◆ f55()

◆ factorial()

◆ fast_AbsZernikeMoment()

Member Data Documentation

◆ A20_

◆ A42_

◆ covEtaEta_

◆ covEtaPhi_

◆ covPhiPhi_

◆ e2nd_

◆ e2ndId_

◆ e2x2_

◆ e2x2_Diagonal_X_

◆ e2x2_Diagonal_Y_

◆ e2x5Bottom_

◆ e2x5Left_

◆ e2x5Right_

◆ e2x5Top_

◆ e3x2_

◆ e3x2Ratio_

◆ e3x3_

◆ e4x4_

◆ e5x5_

◆ eMax_

◆ eMaxId_

◆ energyBasketFractionEta_

◆ energyBasketFractionPhi_

◆ energyDistribution_

◆ energyMap_

◆ etaLat_

◆ fcn_

◆ lat_

◆ parameterSet_

◆ phiLat_