#include <PuppiContainer.h>

Classes
class	PuppiUserInfo

Public Member Functions
void	initialize (const std::vector< RecoObj > &iRecoObjects)

std::vector < fastjet::PseudoJet > const &	pfParticles () const

const std::vector< double > &	puppiAlphas ()

const std::vector< double > &	puppiAlphasMed ()

const std::vector< double > &	puppiAlphasRMS ()

	PuppiContainer (const edm::ParameterSet &iConfig)

int	puppiNAlgos ()

std::vector < fastjet::PseudoJet > const &	puppiParticles () const

const std::vector< double > &	puppiRawAlphas ()

std::vector< double > const &	puppiWeights ()

std::vector < fastjet::PseudoJet > const &	pvParticles () const

void	setNPV (int iNPV)

	~PuppiContainer ()

Protected Member Functions
double	getChi2FromdZ (double iDZ)

int	getPuppiId (float iPt, float iEta)

void	getRawAlphas (int iOpt, std::vector< fastjet::PseudoJet > const &iConstits, std::vector< fastjet::PseudoJet > const &iParticles, std::vector< fastjet::PseudoJet > const &iChargeParticles)

void	getRMSAvg (int iOpt, std::vector< fastjet::PseudoJet > const &iConstits, std::vector< fastjet::PseudoJet > const &iParticles, std::vector< fastjet::PseudoJet > const &iChargeParticles)

double	goodVar (fastjet::PseudoJet const &iPart, std::vector< fastjet::PseudoJet > const &iParts, int iOpt, double iRCone)

double	var_within_R (int iId, const std::vector< fastjet::PseudoJet > &particles, const fastjet::PseudoJet &centre, double R)

Protected Attributes
std::vector< double >	fAlphaMed

std::vector< double >	fAlphaRMS

bool	fApplyCHS

std::vector< fastjet::PseudoJet >	fChargedPV

bool	fInvert

int	fNAlgos

double	fNeutralMinPt

double	fNeutralSlope

int	fNPV

std::vector< fastjet::PseudoJet >	fPFParticles

std::vector< fastjet::PseudoJet >	fPupParticles

std::vector< PuppiAlgo >	fPuppiAlgo

bool	fPuppiDiagnostics

double	fPuppiWeightCut

double	fPVFrac

std::vector< double >	fRawAlphas

std::vector< RecoObj >	fRecoParticles

bool	fUseExp

std::vector< double >	fVals

std::vector< double >	fWeights

Detailed Description

Definition at line 13 of file PuppiContainer.h.

Constructor & Destructor Documentation

PuppiContainer::PuppiContainer ( const edm::ParameterSet & iConfig )

Definition at line 14 of file PuppiContainer.cc.

References edm::ParameterSet::getParameter().

                                                              {
     fPuppiDiagnostics = iConfig.getParameter<bool>("puppiDiagnostics");
     fApplyCHS        = iConfig.getParameter<bool>("applyCHS");
     fInvert          = iConfig.getParameter<bool>("invertPuppi");    
     fUseExp          = iConfig.getParameter<bool>("useExp");
     fPuppiWeightCut  = iConfig.getParameter<double>("MinPuppiWeight");
     std::vector<edm::ParameterSet> lAlgos = iConfig.getParameter<std::vector<edm::ParameterSet> >("algos");
     fNAlgos = lAlgos.size();
     for(unsigned int i0 = 0; i0 < lAlgos.size(); i0++) {
         PuppiAlgo pPuppiConfig(lAlgos[i0]);
         fPuppiAlgo.push_back(pPuppiConfig);
     }
 }

PuppiContainer::~PuppiContainer ( )

Definition at line 74 of file PuppiContainer.cc.

74 {}

Member Function Documentation

double PuppiContainer::getChi2FromdZ ( double iDZ )

protected

Definition at line 180 of file PuppiContainer.cc.

References funct::abs(), and alignCSCRings::e.

                                                {
     //We need to obtain prob of PU + (1-Prob of LV)
     // Prob(LV) = Gaus(dZ,sigma) where sigma = 1.5mm  (its really more like 1mm)
     //double lProbLV = ROOT::Math::normal_cdf_c(std::abs(iDZ),0.2)*2.; //*2 is to do it double sided
     //Take iDZ to be corrected by sigma already
     double lProbLV = ROOT::Math::normal_cdf_c(std::abs(iDZ),1.)*2.; //*2 is to do it double sided
     double lProbPU = 1-lProbLV;
     if(lProbPU <= 0) lProbPU = 1e-16;   //Quick Trick to through out infs
     if(lProbPU >= 0) lProbPU = 1-1e-16; //Ditto
     double lChi2PU = TMath::ChisquareQuantile(lProbPU,1);
     lChi2PU*=lChi2PU;
     return lChi2PU;
 }

int PuppiContainer::getPuppiId	(	float	iPt,
		float	iEta
	)

protected

Definition at line 168 of file PuppiContainer.cc.

References funct::abs(), HLT_25ns14e33_v1_cff::etaMax, HLT_25ns14e33_v1_cff::etaMin, and PtMinSelector_cfg::ptMin.

                                                         {
     int lId = -1;
     for(int i0 = 0; i0 < fNAlgos; i0++) {
         if(std::abs(iEta) < fPuppiAlgo[i0].etaMin()) continue;
         if(std::abs(iEta) > fPuppiAlgo[i0].etaMax()) continue;
         if(iPt        < fPuppiAlgo[i0].ptMin())  continue;
         lId = i0;
         break;
     }
     //if(lId == -1) std::cerr << "Error : Full fiducial range is not defined " << std::endl;
     return lId;
 }

void PuppiContainer::getRawAlphas	(	int	iOpt,
		std::vector< fastjet::PseudoJet > const &	iConstits,
		std::vector< fastjet::PseudoJet > const &	iParticles,
		std::vector< fastjet::PseudoJet > const &	iChargeParticles
	)

protected

Definition at line 149 of file PuppiContainer.cc.

References edm::isFinite(), and LogDebug.

                                                                                                                                                                                           {
     for(int j0 = 0; j0 < fNAlgos; j0++){
         for(unsigned int i0 = 0; i0 < iConstits.size(); i0++ ) {
             double pVal = -1;
             //Get the Puppi Sub Algo (given iteration)
             int  pAlgo    = fPuppiAlgo[j0].algoId   (iOpt);
             bool pCharged = fPuppiAlgo[j0].isCharged(iOpt);
             double pCone  = fPuppiAlgo[j0].coneSize (iOpt);
             //Compute the Puppi Metric
             if(!pCharged) pVal = goodVar(iConstits[i0],iParticles       ,pAlgo,pCone);
             if( pCharged) pVal = goodVar(iConstits[i0],iChargedParticles,pAlgo,pCone);
             fRawAlphas.push_back(pVal);
             if( ! edm::isFinite(pVal)) {
                 LogDebug( "NotFound" )  << "====> Value is Nan " << pVal << " == " << iConstits[i0].pt() << " -- " << iConstits[i0].eta() << endl;
                 continue;
             }
         }
     }
 }

void PuppiContainer::getRMSAvg	(	int	iOpt,
		std::vector< fastjet::PseudoJet > const &	iConstits,
		std::vector< fastjet::PseudoJet > const &	iParticles,
		std::vector< fastjet::PseudoJet > const &	iChargeParticles
	)

protected

Definition at line 109 of file PuppiContainer.cc.

References eta, edm::isFinite(), LogDebug, and EnergyCorrector::pt.

                                                                                                                                                                                        {
     for(unsigned int i0 = 0; i0 < iConstits.size(); i0++ ) {
         double pVal = -1;
         //Calculate the Puppi Algo to use
         int  pPupId   = getPuppiId(iConstits[i0].pt(),iConstits[i0].eta());
         if(pPupId == -1 || fPuppiAlgo[pPupId].numAlgos() <= iOpt){
             fVals.push_back(-1);
             continue;
         }
         //Get the Puppi Sub Algo (given iteration)
         int  pAlgo    = fPuppiAlgo[pPupId].algoId   (iOpt);
         bool pCharged = fPuppiAlgo[pPupId].isCharged(iOpt);
         double pCone  = fPuppiAlgo[pPupId].coneSize (iOpt);
         //Compute the Puppi Metric
         if(!pCharged) pVal = goodVar(iConstits[i0],iParticles       ,pAlgo,pCone);
         if( pCharged) pVal = goodVar(iConstits[i0],iChargedParticles,pAlgo,pCone);
         fVals.push_back(pVal);
         //if(std::isnan(pVal) || std::isinf(pVal)) cerr << "====> Value is Nan " << pVal << " == " << iConstits[i0].pt() << " -- " << iConstits[i0].eta() << endl;
         if( ! edm::isFinite(pVal)) {
             LogDebug( "NotFound" )  << "====> Value is Nan " << pVal << " == " << iConstits[i0].pt() << " -- " << iConstits[i0].eta() << endl;
             continue;
         }
         
         // // fPuppiAlgo[pPupId].add(iConstits[i0],pVal,iOpt);
         //code added by Nhan, now instead for every algorithm give it all the particles
         for(int i1 = 0; i1 < fNAlgos; i1++){
             pAlgo    = fPuppiAlgo[i1].algoId   (iOpt);
             pCharged = fPuppiAlgo[i1].isCharged(iOpt);
             pCone    = fPuppiAlgo[i1].coneSize (iOpt);
             double curVal = -1; 
             if(!pCharged) curVal = goodVar(iConstits[i0],iParticles       ,pAlgo,pCone);
             if( pCharged) curVal = goodVar(iConstits[i0],iChargedParticles,pAlgo,pCone);
             //std::cout << "i1 = " << i1 << ", curVal = " << curVal << ", eta = " << iConstits[i0].eta() << ", pupID = " << pPupId << std::endl;
             fPuppiAlgo[i1].add(iConstits[i0],curVal,iOpt);
         }
 
     }
     for(int i0 = 0; i0 < fNAlgos; i0++) fPuppiAlgo[i0].computeMedRMS(iOpt,fPVFrac);
 }

double PuppiContainer::goodVar	(	fastjet::PseudoJet const &	iPart,
		std::vector< fastjet::PseudoJet > const &	iParts,
		int	iOpt,
		double	iRCone
	)

protected

Definition at line 76 of file PuppiContainer.cc.

                                                                                                                 {
     double lPup = 0;
     lPup = var_within_R(iOpt,iParts,iPart,iRCone);
     return lPup;
 }

void PuppiContainer::initialize ( const std::vector< RecoObj > & iRecoObjects )

Definition at line 28 of file PuppiContainer.cc.

References funct::abs(), i, edm::isFinite(), and or.

                                                                       {
     //Clear everything
     fRecoParticles.resize(0);
     fPFParticles  .resize(0);
     fChargedPV    .resize(0);
     fPupParticles .resize(0);
     fWeights      .resize(0);
     fVals.resize(0);
     fRawAlphas.resize(0);
     fAlphaMed     .resize(0);
     fAlphaRMS     .resize(0);
     //fChargedNoPV.resize(0);
     //Link to the RecoObjects
     fPVFrac = 0.;
     fNPV    = 1.;
     fRecoParticles = iRecoObjects;
     for (unsigned int i = 0; i < fRecoParticles.size(); i++){
         fastjet::PseudoJet curPseudoJet;
         auto fRecoParticle = fRecoParticles[i];
         // float nom = sqrt((fRecoParticle.m)*(fRecoParticle.m) + (fRecoParticle.pt)*(fRecoParticle.pt)*(cosh(fRecoParticle.eta))*(cosh(fRecoParticle.eta))) + (fRecoParticle.pt)*sinh(fRecoParticle.eta);//hacked
         // float denom = sqrt((fRecoParticle.m)*(fRecoParticle.m) + (fRecoParticle.pt)*(fRecoParticle.pt));//hacked
         // float rapidity = log(nom/denom);//hacked
     if (edm::isFinite(fRecoParticle.rapidity)){
       curPseudoJet.reset_PtYPhiM(fRecoParticle.pt,fRecoParticle.rapidity,fRecoParticle.phi,fRecoParticle.m);//hacked
     } else {
       curPseudoJet.reset_PtYPhiM(0, 99., 0, 0);//skipping may have been a better choice
     }
         //curPseudoJet.reset_PtYPhiM(fRecoParticle.pt,fRecoParticle.eta,fRecoParticle.phi,fRecoParticle.m);
         int puppi_register = 0;
         if(fRecoParticle.id == 0 or fRecoParticle.charge == 0)  puppi_register = 0; // zero is neutral hadron
         if(fRecoParticle.id == 1 and fRecoParticle.charge != 0) puppi_register = fRecoParticle.charge; // from PV use the
         if(fRecoParticle.id == 2 and fRecoParticle.charge != 0) puppi_register = fRecoParticle.charge+5; // from NPV use the charge as key +5 as key
         curPseudoJet.set_user_info( new PuppiUserInfo( puppi_register ) );
         // fill vector of pseudojets for internal references
         fPFParticles.push_back(curPseudoJet);
         //Take Charged particles associated to PV
         if(std::abs(fRecoParticle.id) == 1) fChargedPV.push_back(curPseudoJet);
         if(std::abs(fRecoParticle.id) >= 1 ) fPVFrac+=1.;
         //if((fRecoParticle.id == 0) && (inParticles[i].id == 2))  _genParticles.push_back( curPseudoJet);
         //if(fRecoParticle.id <= 2 && !(inParticles[i].pt < fNeutralMinE && fRecoParticle.id < 2)) _pfchsParticles.push_back(curPseudoJet);
         //if(fRecoParticle.id == 3) _chargedNoPV.push_back(curPseudoJet);
         // if(fNPV < fRecoParticle.vtxId) fNPV = fRecoParticle.vtxId;
     }
     if (fPVFrac != 0) fPVFrac = double(fChargedPV.size())/fPVFrac;
     else fPVFrac = 0;
 }

std::vector<fastjet::PseudoJet> const& PuppiContainer::pfParticles ( ) const

inline

Definition at line 42 of file PuppiContainer.h.

References fPFParticles.

42 { return fPFParticles; }

PuppiContainer::fPFParticles

std::vector< fastjet::PseudoJet > fPFParticles

Definition: PuppiContainer.h:64

const std::vector<double>& PuppiContainer::puppiAlphas ( )

inline

Definition at line 46 of file PuppiContainer.h.

References fVals.

46 { return fVals; }

PuppiContainer::fVals

std::vector< double > fVals

Definition: PuppiContainer.h:68

const std::vector<double>& PuppiContainer::puppiAlphasMed ( )

inline

Definition at line 48 of file PuppiContainer.h.

References fAlphaMed.

48 {return fAlphaMed;}

PuppiContainer::fAlphaMed

std::vector< double > fAlphaMed

Definition: PuppiContainer.h:70

const std::vector<double>& PuppiContainer::puppiAlphasRMS ( )

inline

Definition at line 49 of file PuppiContainer.h.

References fAlphaRMS.

49 {return fAlphaRMS;}

PuppiContainer::fAlphaRMS

std::vector< double > fAlphaRMS

Definition: PuppiContainer.h:71

int PuppiContainer::puppiNAlgos ( )

inline

Definition at line 51 of file PuppiContainer.h.

References fNAlgos.

51 { return fNAlgos; }

PuppiContainer::fNAlgos

int fNAlgos

Definition: PuppiContainer.h:79

std::vector<fastjet::PseudoJet> const& PuppiContainer::puppiParticles ( ) const

inline

Definition at line 52 of file PuppiContainer.h.

References fPupParticles.

52 { return fPupParticles;}

PuppiContainer::fPupParticles

std::vector< fastjet::PseudoJet > fPupParticles

Definition: PuppiContainer.h:66

const std::vector<double>& PuppiContainer::puppiRawAlphas ( )

inline

Definition at line 45 of file PuppiContainer.h.

References fRawAlphas.

45 { return fRawAlphas; }

PuppiContainer::fRawAlphas

std::vector< double > fRawAlphas

Definition: PuppiContainer.h:69

std::vector< double > const & PuppiContainer::puppiWeights ( )

Definition at line 193 of file PuppiContainer.cc.

References alignCSCRings::e, eta, edm::isFinite(), LogDebug, bookConverter::max, EnergyCorrector::pt, reset(), and plotscripts::rms().

                                                        {
     fPupParticles .resize(0);
     fWeights      .resize(0);
     fVals         .resize(0);
     for(int i0 = 0; i0 < fNAlgos; i0++) fPuppiAlgo[i0].reset();
     
     int lNMaxAlgo = 1;
     for(int i0 = 0; i0 < fNAlgos; i0++) lNMaxAlgo = std::max(fPuppiAlgo[i0].numAlgos(),lNMaxAlgo);
     //Run through all compute mean and RMS
     int lNParticles    = fRecoParticles.size();
     for(int i0 = 0; i0 < lNMaxAlgo; i0++) {
         getRMSAvg(i0,fPFParticles,fPFParticles,fChargedPV);
     }
     if (fPuppiDiagnostics) getRawAlphas(0,fPFParticles,fPFParticles,fChargedPV);
 
     std::vector<double> pVals;
     for(int i0 = 0; i0 < lNParticles; i0++) {
         //Refresh
         pVals.clear();
         double pWeight = 1;
         //Get the Puppi Id and if ill defined move on
         int  pPupId   = getPuppiId(fRecoParticles[i0].pt,fRecoParticles[i0].eta);
         if(pPupId == -1) {
             fWeights .push_back(pWeight);
             fAlphaMed.push_back(-10);
             fAlphaRMS.push_back(-10);            
             continue;
         }
         // fill the p-values
         double pChi2   = 0;
         if(fUseExp){
             //Compute an Experimental Puppi Weight with delta Z info (very simple example)
             pChi2 = getChi2FromdZ(fRecoParticles[i0].dZ);
             //Now make sure Neutrals are not set
             if(fRecoParticles[i0].pfType > 3) pChi2 = 0;
         }
         //Fill and compute the PuppiWeight
         int lNAlgos = fPuppiAlgo[pPupId].numAlgos();
         for(int i1 = 0; i1 < lNAlgos; i1++) pVals.push_back(fVals[lNParticles*i1+i0]);
 
         pWeight = fPuppiAlgo[pPupId].compute(pVals,pChi2);
         //Apply the CHS weights
         if(fRecoParticles[i0].id == 1 && fApplyCHS ) pWeight = 1;
         if(fRecoParticles[i0].id == 2 && fApplyCHS ) pWeight = 0;
         //Basic Weight Checks
         if( ! edm::isFinite(pWeight)) {
             pWeight = 0.0;
             LogDebug("PuppiWeightError") << "====> Weight is nan : " << pWeight << " : pt " << fRecoParticles[i0].pt << " -- eta : " << fRecoParticles[i0].eta << " -- Value" << fVals[i0] << " -- id :  " << fRecoParticles[i0].id << " --  NAlgos: " << lNAlgos << std::endl;
         }
         //Basic Cuts
         if(pWeight                         < fPuppiWeightCut) pWeight = 0;  //==> Elminate the low Weight stuff
         if(pWeight*fPFParticles[i0].pt()   < fPuppiAlgo[pPupId].neutralPt(fNPV) && fRecoParticles[i0].id == 0 ) pWeight = 0;  //threshold cut on the neutral Pt
         if(fInvert) pWeight = 1.-pWeight;
         //std::cout << "fRecoParticles[i0].pt = " <<  fRecoParticles[i0].pt << ", fRecoParticles[i0].charge = " << fRecoParticles[i0].charge << ", fRecoParticles[i0].id = " << fRecoParticles[i0].id << ", weight = " << pWeight << std::endl;
 
         fWeights .push_back(pWeight);
         fAlphaMed.push_back(fPuppiAlgo[pPupId].median(0));
         fAlphaRMS.push_back(fPuppiAlgo[pPupId].rms(0));        
         //Now get rid of the thrown out weights for the particle collection
 
         // leave these lines in, in case want to move eventually to having no 1-to-1 correspondence between puppi and pf cands
         // if( std::abs(pWeight) < std::numeric_limits<double>::denorm_min() ) continue; // this line seems not to work like it's supposed to...
         // if(std::abs(pWeight) <= 0. ) continue; 
         
         //Produce
         PseudoJet curjet( pWeight*fPFParticles[i0].px(), pWeight*fPFParticles[i0].py(), pWeight*fPFParticles[i0].pz(), pWeight*fPFParticles[i0].e());
         curjet.set_user_index(i0);
         fPupParticles.push_back(curjet);
     }
     return fWeights;
 }

std::vector<fastjet::PseudoJet> const& PuppiContainer::pvParticles ( ) const

inline

Definition at line 43 of file PuppiContainer.h.

References fChargedPV.

43 { return fChargedPV; }

PuppiContainer::fChargedPV

std::vector< fastjet::PseudoJet > fChargedPV

Definition: PuppiContainer.h:65

void PuppiContainer::setNPV ( int iNPV )

inline

Definition at line 40 of file PuppiContainer.h.

References fNPV.

40 { fNPV = iNPV; }

PuppiContainer::fNPV

int fNPV

Definition: PuppiContainer.h:80

double PuppiContainer::var_within_R	(	int	iId,
		const std::vector< fastjet::PseudoJet > &	particles,
		const fastjet::PseudoJet &	centre,
		double	R
	)

protected

Definition at line 81 of file PuppiContainer.cc.

References funct::abs(), i, create_public_lumi_plots::log, M_PI, phi(), EgammaValidation_Wenu_cff::sel, and MetTreeProducer::var().

                                                                                                                   {
     if(iId == -1) return 1;
     fastjet::Selector sel = fastjet::SelectorCircle(R);
     sel.set_reference(centre);
     vector<PseudoJet> near_particles = sel(particles);
     double var = 0;
     //double lSumPt = 0;
     //if(iId == 1) for(unsigned int i=0; i<near_particles.size(); i++) lSumPt += near_particles[i].pt();
     for(unsigned int i=0; i<near_particles.size(); i++){
         double pDEta = near_particles[i].eta()-centre.eta();
         double pDPhi = std::abs(near_particles[i].phi()-centre.phi());
         if(pDPhi > 2.*M_PI-pDPhi) pDPhi =  2.*M_PI-pDPhi;
         double pDR2 = pDEta*pDEta+pDPhi*pDPhi;
         if(std::abs(pDR2)  <  0.0001) continue;
         if(iId == 0) var += (near_particles[i].pt()/pDR2);
         if(iId == 1) var += near_particles[i].pt();
         if(iId == 2) var += (1./pDR2);
         if(iId == 3) var += (1./pDR2);
         if(iId == 4) var += near_particles[i].pt();
         if(iId == 5) var += (near_particles[i].pt() * near_particles[i].pt()/pDR2);
     }
     if(iId == 1) var += centre.pt(); //Sum in a cone
     if(iId == 0 && var != 0) var = log(var);
     if(iId == 3 && var != 0) var = log(var);
     if(iId == 5 && var != 0) var = log(var);
     return var;
 }

Member Data Documentation

std::vector<double> PuppiContainer::fAlphaMed

protected

Definition at line 70 of file PuppiContainer.h.

Referenced by puppiAlphasMed().

std::vector<double> PuppiContainer::fAlphaRMS

protected

Definition at line 71 of file PuppiContainer.h.

Referenced by puppiAlphasRMS().

bool PuppiContainer::fApplyCHS

protected

Definition at line 73 of file PuppiContainer.h.

std::vector<fastjet::PseudoJet> PuppiContainer::fChargedPV

protected

Definition at line 65 of file PuppiContainer.h.

Referenced by pvParticles().

bool PuppiContainer::fInvert

protected

Definition at line 74 of file PuppiContainer.h.

int PuppiContainer::fNAlgos

protected

Definition at line 79 of file PuppiContainer.h.

Referenced by puppiNAlgos().

double PuppiContainer::fNeutralMinPt

protected

Definition at line 76 of file PuppiContainer.h.

double PuppiContainer::fNeutralSlope

protected

Definition at line 77 of file PuppiContainer.h.

int PuppiContainer::fNPV

protected

Definition at line 80 of file PuppiContainer.h.

Referenced by setNPV().

std::vector<fastjet::PseudoJet> PuppiContainer::fPFParticles

protected

Definition at line 64 of file PuppiContainer.h.

Referenced by pfParticles().

std::vector<fastjet::PseudoJet> PuppiContainer::fPupParticles

protected

Definition at line 66 of file PuppiContainer.h.

Referenced by puppiParticles().

std::vector<PuppiAlgo> PuppiContainer::fPuppiAlgo

protected

Definition at line 82 of file PuppiContainer.h.

bool PuppiContainer::fPuppiDiagnostics

protected

Definition at line 62 of file PuppiContainer.h.

double PuppiContainer::fPuppiWeightCut

protected

Definition at line 78 of file PuppiContainer.h.

double PuppiContainer::fPVFrac

protected

Definition at line 81 of file PuppiContainer.h.

std::vector<double> PuppiContainer::fRawAlphas

protected

Definition at line 69 of file PuppiContainer.h.

Referenced by puppiRawAlphas().

std::vector<RecoObj> PuppiContainer::fRecoParticles

protected

Definition at line 63 of file PuppiContainer.h.

bool PuppiContainer::fUseExp

protected

Definition at line 75 of file PuppiContainer.h.

std::vector<double> PuppiContainer::fVals

protected

Definition at line 68 of file PuppiContainer.h.

Referenced by puppiAlphas().

std::vector<double> PuppiContainer::fWeights

protected

Definition at line 67 of file PuppiContainer.h.

Classes

Public Member Functions

Protected Member Functions

Protected Attributes

Detailed Description

Constructor & Destructor Documentation

Member Function Documentation

Member Data Documentation