AliAnalysisTaskSEDvsMultiplicity.cxx

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 * Author: The ALICE Off-line Project.                                    *
 * Contributors are mentioned in the code where appropriate.              *
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 * documentation strictly for non-commercial purposes is hereby granted   *
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 * appear in the supporting documentation. The authors make no claims     *
 * about the suitability of this software for any purpose. It is          *
 * provided "as is" without express or implied warranty.                  *
 **************************************************************************/

/* $Id$ */

//*************************************************************************
// Class AliAnalysisTaskSEDvsMultiplicity
// AliAnalysisTaskSE for the charmed haadrons vs. multiplcity analysis
// Authors: Renu Bala, Zaida Conesa del Valle, Francesco Prino

#include <TClonesArray.h>
#include <TCanvas.h>
#include <TList.h>
#include <TString.h>
#include <TDatabasePDG.h>
#include <TH1F.h>
#include <TH2F.h>     
#include <TH3F.h>
#include <THnSparse.h>
#include <TProfile.h>
#include "AliAnalysisManager.h"
#include "AliRDHFCuts.h"
#include "AliRDHFCutsDplustoKpipi.h"
#include "AliRDHFCutsDStartoKpipi.h"
#include "AliRDHFCutsD0toKpi.h"
#include "AliRDHFCutsDstoKKpi.h"
#include "AliRDHFCutsLctoV0.h"
#include "AliAODHandler.h"
#include "AliAODEvent.h"
#include "AliAODVertex.h"
#include "AliAODTrack.h"
#include "AliAODRecoDecayHF.h"
#include "AliAODRecoCascadeHF.h"
#include "AliAnalysisVertexingHF.h"
#include "AliAnalysisTaskSE.h"
#include "AliAnalysisTaskSEDvsMultiplicity.h"
#include "AliNormalizationCounter.h"
#include "AliVertexingHFUtils.h"
#include "AliAODVZERO.h"
#include "AliESDUtils.h"

ClassImp(AliAnalysisTaskSEDvsMultiplicity);

//________________________________________________________________________
AliAnalysisTaskSEDvsMultiplicity::AliAnalysisTaskSEDvsMultiplicity():
  AliAnalysisTaskSE(),
  fOutput(0),
  fListCuts(0),
  fOutputCounters(0),
  fListProfiles(0),
  fHistNEvents(0),
  fHistNtrEta16vsNtrEta1EvSel(0),
  fHistNtrEta05vsNtrEta1EvSel(0),
  fHistNtrEta03vsNtrEta1EvSel(0),
  fHistNtrEtaV0AvsNtrEta1EvSel(0),
  fHistNtrEtaV0MvsNtrEta1EvSel(0),
  fHistNtrEtaV0AvsV0AEqEvSel(0),
  fHistNtrEtaV0MvsV0MEqEvSel(0),
  fHistNtrCorrEta1vsNtrRawEta1EvSel(0),
  fHistMultCorrvsMultRawEvSel(0),
  fHistNtrEta16vsNtrEta1EvWithCand(0),
  fHistNtrEta05vsNtrEta1EvWithCand(0),
  fHistNtrEta03vsNtrEta1EvWithCand(0),
  fHistNtrEtaV0AvsNtrEta1EvWithCand(0),
  fHistNtrEtaV0MvsNtrEta1EvWithCand(0),
  fHistNtrEtaV0AvsV0AEqEvWithCand(0),
  fHistNtrEtaV0MvsV0MEqEvWithCand(0),
  fHistNtrCorrEta1vsNtrRawEta1EvWithCand(0),
  fHistMultCorrvsMultRawEvWithCand(0),
  fHistNtrEta16vsNtrEta1EvWithD(0),
  fHistNtrEta05vsNtrEta1EvWithD(0),
  fHistNtrEta03vsNtrEta1EvWithD(0),
  fHistNtrEtaV0AvsNtrEta1EvWithD(0),
  fHistNtrEtaV0MvsNtrEta1EvWithD(0),
  fHistNtrEtaV0AvsV0AEqEvWithD(0),
  fHistNtrEtaV0MvsV0MEqEvWithD(0),
  fHistNtrCorrEta1vsNtrRawEta1EvWithD(0),
  fHistMultCorrvsMultRawEvWithD(0),
  fHistNtrVsZvtx(0),
  fHistNtrCorrVsZvtx(0),
  fHistNtrVsNchMC(0),
  fHistNtrCorrVsNchMC(0),
  fHistNtrVsNchMCPrimary(0),
  fHistNtrCorrVsNchMCPrimary(0),
  fHistNtrVsNchMCPhysicalPrimary(0),
  fHistNtrCorrVsNchMCPhysicalPrimary(0),
  fHistGenPrimaryParticlesInelGt0(0),
  fHistNchMCVsNchMCPrimaryVsNchMCPhysicalPrimary(0),
  fHistNtrUnCorrPSSel(0),
  fHistNtrUnCorrPSTrigSel(0),
  fHistNtrUnCorrPSTrigPileUpSel(0),
  fHistNtrUnCorrPSTrigPileUpVtxSel(0),
  fHistNtrUnCorrPSTrigPileUpVtxContSel(0),
  fHistNtrUnCorrPSTrigPileUpVtxRangeSel(0),
  fHistNtrUnCorrPSTrigPileUpVtxRangeCentrSel(0),
  fHistNtrUnCorrEvSel(0),
  fHistNtrUnCorrEvWithCand(0),
  fHistNtrUnCorrEvWithD(0),
  fHistNtrCorrPSSel(0),
  fHistNtrCorrEvSel(0),
  fHistNtrCorrEvWithCand(0),
  fHistNtrCorrEvWithD(0),
  fPtVsMassVsMult(0),
  fPtVsMassVsMultNoPid(0),
  fPtVsMassVsMultUncorr(0),
  fPtVsMassVsMultPart(0),
  fPtVsMassVsMultAntiPart(0),
  fPtVsMassVsMultMC(0),
  fUpmasslimit(1.965),
  fLowmasslimit(1.765),
  fNMassBins(200),
  fRDCutsAnalysis(0),
  fCounterC(0),
  fCounterU(0),
  fCounterCandidates(0),
  fDoImpPar(kFALSE),
  fNImpParBins(400),
  fLowerImpPar(-2000.),
  fHigherImpPar(2000.),
  fReadMC(kFALSE),
  fMCOption(0),
  fisPPbData(kFALSE),
  fUseBit(kTRUE),
  fSubtractTrackletsFromDau(kFALSE),
  fKeepCorrPlots(kFALSE),
  fAODProtection(1),
  fUseNchWeight(0),
  fHistoMCNch(0),
  fHistoMeasNch(0),
  fRefMult(9.26),
  fPdgMeson(411),
  fMultiplicityEstimator(kNtrk10),
  fMCPrimariesEstimator(kEta10),
  fDoVZER0ParamVertexCorr(1),
  fYearNumber(16)
{
  for(Int_t i=0; i<5; i++) fHistMassPtImpPar[i]=0;
  for(Int_t i=0; i<4; i++) fMultEstimatorAvg[i]=0;
}

//________________________________________________________________________
AliAnalysisTaskSEDvsMultiplicity::AliAnalysisTaskSEDvsMultiplicity(const char *name, Int_t pdgMeson,AliRDHFCuts *cuts, Bool_t switchPPb):
  AliAnalysisTaskSE(name),
  fOutput(0),
  fListCuts(0),
  fOutputCounters(0),
  fListProfiles(0),
  fHistNEvents(0),
  fHistNtrEta16vsNtrEta1EvSel(0),
  fHistNtrEta05vsNtrEta1EvSel(0),
  fHistNtrEta03vsNtrEta1EvSel(0),
  fHistNtrEtaV0AvsNtrEta1EvSel(0),
  fHistNtrEtaV0MvsNtrEta1EvSel(0),
  fHistNtrEtaV0AvsV0AEqEvSel(0),
  fHistNtrEtaV0MvsV0MEqEvSel(0),
  fHistNtrCorrEta1vsNtrRawEta1EvSel(0),
  fHistMultCorrvsMultRawEvSel(0),
  fHistNtrEta16vsNtrEta1EvWithCand(0),
  fHistNtrEta05vsNtrEta1EvWithCand(0),
  fHistNtrEta03vsNtrEta1EvWithCand(0),
  fHistNtrEtaV0AvsNtrEta1EvWithCand(0),
  fHistNtrEtaV0MvsNtrEta1EvWithCand(0),
  fHistNtrEtaV0AvsV0AEqEvWithCand(0),
  fHistNtrEtaV0MvsV0MEqEvWithCand(0),
  fHistNtrCorrEta1vsNtrRawEta1EvWithCand(0),
  fHistMultCorrvsMultRawEvWithCand(0),
  fHistNtrEta16vsNtrEta1EvWithD(0),
  fHistNtrEta05vsNtrEta1EvWithD(0),
  fHistNtrEta03vsNtrEta1EvWithD(0),
  fHistNtrEtaV0AvsNtrEta1EvWithD(0),
  fHistNtrEtaV0MvsNtrEta1EvWithD(0),
  fHistNtrEtaV0AvsV0AEqEvWithD(0),
  fHistNtrEtaV0MvsV0MEqEvWithD(0),
  fHistNtrCorrEta1vsNtrRawEta1EvWithD(0),
  fHistMultCorrvsMultRawEvWithD(0),
  fHistNtrVsZvtx(0),
  fHistNtrCorrVsZvtx(0),
  fHistNtrVsNchMC(0),
  fHistNtrCorrVsNchMC(0),
  fHistNtrVsNchMCPrimary(0),
  fHistNtrCorrVsNchMCPrimary(0),
  fHistNtrVsNchMCPhysicalPrimary(0),
  fHistNtrCorrVsNchMCPhysicalPrimary(0),
  fHistGenPrimaryParticlesInelGt0(0),
  fHistNchMCVsNchMCPrimaryVsNchMCPhysicalPrimary(0),
  fHistNtrUnCorrPSSel(0),
  fHistNtrUnCorrPSTrigSel(0),
  fHistNtrUnCorrPSTrigPileUpSel(0),
  fHistNtrUnCorrPSTrigPileUpVtxSel(0),
  fHistNtrUnCorrPSTrigPileUpVtxContSel(0),
  fHistNtrUnCorrPSTrigPileUpVtxRangeSel(0),
  fHistNtrUnCorrPSTrigPileUpVtxRangeCentrSel(0),
  fHistNtrUnCorrEvSel(0),
  fHistNtrUnCorrEvWithCand(0),
  fHistNtrUnCorrEvWithD(0),
  fHistNtrCorrPSSel(0),
  fHistNtrCorrEvSel(0),
  fHistNtrCorrEvWithCand(0),
  fHistNtrCorrEvWithD(0),
  fPtVsMassVsMult(0),
  fPtVsMassVsMultNoPid(0),
  fPtVsMassVsMultUncorr(0),
  fPtVsMassVsMultPart(0),
  fPtVsMassVsMultAntiPart(0),
  fPtVsMassVsMultMC(0),
  fUpmasslimit(1.965),
  fLowmasslimit(1.765),
  fNMassBins(200),
  fRDCutsAnalysis(cuts),
  fCounterC(0),
  fCounterU(0),
  fCounterCandidates(0),
  fDoImpPar(kFALSE),
  fNImpParBins(400),
  fLowerImpPar(-2000.),
  fHigherImpPar(2000.),
  fReadMC(kFALSE),
  fMCOption(0),
  fisPPbData(switchPPb),
  fUseBit(kTRUE),
  fSubtractTrackletsFromDau(kFALSE),
  fKeepCorrPlots(kFALSE),
  fAODProtection(1),
  fUseNchWeight(0),
  fHistoMCNch(0),
  fHistoMeasNch(0),
  fRefMult(9.26),
  fPdgMeson(pdgMeson),
  fMultiplicityEstimator(kNtrk10),
  fMCPrimariesEstimator(kEta10),
  fDoVZER0ParamVertexCorr(1),
  fYearNumber(16)
{
  // 
  //
 
  for(Int_t i=0; i<5; i++) fHistMassPtImpPar[i]=0;
  for(Int_t i=0; i<4; i++) fMultEstimatorAvg[i]=0;
  if(fPdgMeson==413){
    fNMassBins=200;
    SetMassLimits(0.12,0.2);
  }else if(fPdgMeson == 431) {
    Double_t MassBinSize  = 0.002;
    Int_t nInvMassBins = (Int_t)(0.7/MassBinSize+0.5);
    Double_t massDs  = TDatabasePDG::Instance()->GetParticle(431)->Mass();
    Double_t minMass = massDs-0.5*nInvMassBins*MassBinSize;
    Double_t maxMass = massDs+0.5*nInvMassBins*MassBinSize;
    SetMassLimits(minMass,maxMass);
    SetNMassBins(nInvMassBins); 
  }else if(fPdgMeson == 4122) {
    Double_t massLc  = TDatabasePDG::Instance()->GetParticle(4122)->Mass();
    Int_t nInvMassBins = 1000;
    Double_t minMass = massLc-0.250;
    Double_t maxMass = massLc+0.250;
    SetMassLimits(minMass,maxMass);
    SetNMassBins(nInvMassBins);
  }
  else{
    fNMassBins=200;
    SetMassLimits(fPdgMeson,0.1);
  }
  // Default constructor
  // Otput slot #1 writes into a TList container
  DefineOutput(1,TList::Class());  //My private output
  // Output slot #2 writes cut to private output
  DefineOutput(2,TList::Class());
  // Output slot #3 writes cut to private output
  DefineOutput(3,TList::Class()); 
  // Output slot #4 writes cut to private output
  DefineOutput(4,TList::Class()); 
}
//________________________________________________________________________
AliAnalysisTaskSEDvsMultiplicity::~AliAnalysisTaskSEDvsMultiplicity()
{
  //
  //
  delete fOutput;
  delete fHistNEvents;
  delete fListCuts;
  delete fListProfiles;
  delete fRDCutsAnalysis;
  delete fCounterC;
  delete fCounterU;
  delete fCounterCandidates;
  for(Int_t i=0; i<4; i++) {
    if (fMultEstimatorAvg[i]) delete fMultEstimatorAvg[i];
  }
  
  for(Int_t i=0; i<5; i++){
    delete fHistMassPtImpPar[i];
  }
  if(fHistoMCNch) delete fHistoMCNch;
  if(fHistoMeasNch) delete fHistoMeasNch;
}

//_________________________________________________________________
void  AliAnalysisTaskSEDvsMultiplicity::SetMassLimits(Double_t lowlimit, Double_t uplimit){
  if(uplimit>lowlimit){
    fLowmasslimit = lowlimit;
    fUpmasslimit = uplimit;
  }else{
    AliError("Wrong mass limits: upper value should be larger than lower one");
  }
}
//_________________________________________________________________
void  AliAnalysisTaskSEDvsMultiplicity::SetMassLimits(Int_t pdg, Double_t range){
  Double_t mass=TDatabasePDG::Instance()->GetParticle(TMath::Abs(pdg))->Mass();
  SetMassLimits(mass-range,mass+range);
}
//________________________________________________________________________
void AliAnalysisTaskSEDvsMultiplicity::Init(){
  //
  //
  printf("AnalysisTaskSEDvsMultiplicity_0::Init() \n");

  if(fUseNchWeight && !fReadMC){ AliFatal("Nch weights can only be used in MC mode"); return; }
  if(fUseNchWeight && !fHistoMCNch){ AliFatal("Nch weights can only be used without histogram"); return; }
  if(fUseNchWeight==1 && !fHistoMeasNch) {//Nch weights
    if(fisPPbData){ AliFatal("Nch weights can only be used with MC and data histogram in pPb"); return; }
    else CreateMeasuredNchHisto();  
  }
  if(fUseNchWeight==2 && !fHistoMeasNch){ AliFatal("Ntrk weights can only be used with MC and data histogram"); return; } //for pp, pPb Ntrk weights 

  
  fListCuts=new TList();
  fListCuts->SetOwner();
  fListCuts->SetName("CutsList");


  if(fPdgMeson==411){
    AliRDHFCutsDplustoKpipi* copycut=new AliRDHFCutsDplustoKpipi(*(static_cast<AliRDHFCutsDplustoKpipi*>(fRDCutsAnalysis)));
    copycut->SetName("AnalysisCutsDplus");
    fListCuts->Add(copycut);
  }else if(fPdgMeson==421){
    AliRDHFCutsD0toKpi* copycut=new AliRDHFCutsD0toKpi(*(static_cast<AliRDHFCutsD0toKpi*>(fRDCutsAnalysis)));
    copycut->SetName("AnalysisCutsDzero");
    fListCuts->Add(copycut);
  }else if(fPdgMeson==413){
    AliRDHFCutsDStartoKpipi* copycut=new AliRDHFCutsDStartoKpipi(*(static_cast<AliRDHFCutsDStartoKpipi*>(fRDCutsAnalysis)));
    copycut->SetName("AnalysisCutsDStar");
    fListCuts->Add(copycut);
  }else if(fPdgMeson==431){
    AliRDHFCutsDstoKKpi* copycut=new AliRDHFCutsDstoKKpi(*(static_cast<AliRDHFCutsDstoKKpi*>(fRDCutsAnalysis)));
    copycut->SetName("AnalysisCutsDs");
    fListCuts->Add(copycut);
  }else if(fPdgMeson==4122){
    AliRDHFCutsLctoV0* copycut=new AliRDHFCutsLctoV0(*(static_cast<AliRDHFCutsLctoV0*>(fRDCutsAnalysis)));
    copycut->SetName("AnalysisCutsLc2pK0S");
    fListCuts->Add(copycut);
  }
  if(fHistoMeasNch) fListCuts->Add(fHistoMeasNch);
  if(fHistoMCNch) fListCuts->Add(fHistoMCNch);

  PostData(2,fListCuts);
  
  fListProfiles = new TList();
  fListProfiles->SetOwner();
  TString period[4];
  Int_t nProfiles=4;
  if (fisPPbData) {
    if(fYearNumber == 13) {
      period[0]="LHC13b";
      period[1]="LHC13c";
      nProfiles = 2;
    } else if(fYearNumber == 16) {
      period[0]="LHC16qt_1stBunch";
      period[1]="LHC16qt_2ndBunch";
      period[2]="LHC16qt_3rdBunch";
      period[3]="LHC16qt_4thBunch";
      nProfiles = 4;
    }
  }
  else {
    period[0]="LHC10b";
    period[1]="LHC10c";
    period[2]="LHC10d";
    period[3]="LHC10e";
    nProfiles = 4;
  }
  
  for(Int_t i=0; i<nProfiles; i++){
    if(fMultEstimatorAvg[i]){
      TProfile* hprof=new TProfile(*fMultEstimatorAvg[i]);
      hprof->SetName(Form("ProfileTrkVsZvtx%s\n",period[i].Data()));
      fListProfiles->Add(hprof);
    }
  }

  PostData(4,fListProfiles);

  return;
}

//________________________________________________________________________
void AliAnalysisTaskSEDvsMultiplicity::UserCreateOutputObjects()
{
  //
  if(fDebug > 1) printf("AnalysisTaskSEDvsMultiplicity::UserCreateOutputObjects() \n");

  // Several histograms are more conveniently managed in a TList
  fOutput = new TList();
  fOutput->SetOwner();
  fOutput->SetName("OutputHistos");

  Int_t nMultBins = 200;
  Float_t firstMultBin = -0.5;
  Float_t lastMultBin = 199.5;
  Int_t nMultBinsNtrk = nMultBins;
  Float_t lastMultBinNtrk = lastMultBin;
  Int_t nMultBinsV0 = 400;
  Float_t lastMultBinV0 = 799.5;
  const char *estimatorName="tracklets";
  if(fisPPbData) {
    nMultBinsNtrk = 375;
    lastMultBinNtrk = 374.5;
    nMultBins = nMultBinsNtrk;
    lastMultBin = lastMultBinNtrk;
  }
  if(fMultiplicityEstimator==kVZERO || fMultiplicityEstimator==kVZEROA || fMultiplicityEstimator==kVZEROEq || fMultiplicityEstimator==kVZEROAEq) {
    nMultBins = nMultBinsV0;
    lastMultBin = lastMultBinV0;
    estimatorName = "vzero";
  }

  fHistNtrUnCorrPSSel = new TH1F("hNtrUnCorrPSSel",Form("Uncorrected %s multiplicity for PS selected events; %s ; Entries",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin);
  fHistNtrUnCorrPSTrigSel = new TH1F("hNtrUnCorrPSTrigSel",Form("Uncorrected %s multiplicity for PS + trigger name selected events; %s ; Entries",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin);
  fHistNtrUnCorrPSTrigPileUpSel = new TH1F("hNtrUnCorrPSTrigPileUpSel",Form("Uncorrected %s multiplicity for PS + trigger name + pileup selected events; %s ; Entries",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin);
  fHistNtrUnCorrPSTrigPileUpVtxSel = new TH1F("hNtrUnCorrPSTrigPileUpVtxSel",Form("Uncorrected %s multiplicity for PS + trigger name + pileup + with-vertex selected events; %s ; Entries",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin);
  fHistNtrUnCorrPSTrigPileUpVtxContSel = new TH1F("hNtrUnCorrPSTrigPileUpVtxContSel",Form("Uncorrected %s multiplicity for PS + trigger name + pileup + with-vertex-contrib selected events; %s ; Entries",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin);
  fHistNtrUnCorrPSTrigPileUpVtxRangeSel = new TH1F("hNtrUnCorrPSTrigPileUpVtxRangeSel",Form("Uncorrected %s multiplicity for PS + trigger name + pileup + with-vertex-contrib-range selected events; %s ; Entries",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin);
  fHistNtrUnCorrPSTrigPileUpVtxRangeCentrSel = new TH1F("hNtrUnCorrPSTrigPileUpVtxRangeCentrSel",Form("Uncorrected %s multiplicity for PS + trigger name + pileup + with-vertex-contrib-range + centrality selected events; %s ; Entries",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin);
  fHistNtrUnCorrEvSel = new TH1F("hNtrUnCorrEvSel",Form("Uncorrected %s multiplicity for selected events; %s ; Entries",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin);
  fHistNtrUnCorrEvWithCand = new TH1F("hNtrUnCorrEvWithCand",Form("Uncorrected %s multiplicity for events with D candidates; %s ; Entries",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin);// Total multiplicity
  fHistNtrUnCorrEvWithD = new TH1F("hNtrUnCorrEvWithD",Form("Uncorrected %s multiplicity for events with D in mass region ; %s ; Entries",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin); //
  fHistNtrCorrPSSel = new TH1F("hNtrCorrPSSel",Form("Corrected %s multiplicity for PS selected events; %s ; Entries",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin);
  fHistNtrCorrEvSel = new TH1F("hNtrCorrEvSel",Form("Corrected %s multiplicity for selected events; %s ; Entries",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin);
  fHistNtrCorrEvWithCand = new TH1F("hNtrCorrEvWithCand", Form("%s multiplicity for events with D candidates; %s ; Entries",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin);// Total multiplicity
  fHistNtrCorrEvWithD = new TH1F("hNtrCorrEvWithD", Form("%s multiplicity for events with D in mass region ; %s ; Entries",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin); //

  if(fKeepCorrPlots){
    fHistNtrEta16vsNtrEta1EvSel = new TH2F("hNtrEta16vsNtrEta1EvSel","Uncorrected Eta1.6 vs Eta1.0 (events selected); Ntracklets #eta<1.0; Ntracklets #eta<1.6",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsNtrk,firstMultBin,lastMultBinNtrk); //eta 1.6 vs eta 1.0 histogram 
    fHistNtrEta05vsNtrEta1EvSel = new TH2F("hNtrEta05vsNtrEta1EvSel","Uncorrected Eta0.5 vs Eta1.0 (events selected); Ntracklets #eta<1.0; Ntracklets #eta<0.5",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsNtrk,firstMultBin,lastMultBinNtrk); //eta 0.5 vs eta 1.0 histogram 
    fHistNtrEta03vsNtrEta1EvSel = new TH2F("hNtrEta03vsNtrEta1EvSel","Uncorrected Eta0.3 vs Eta1.0 (events selected); Ntracklets #eta<1.0; Ntracklets #eta<0.3",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsNtrk,firstMultBin,lastMultBinNtrk); //eta 0.3 vs eta 1.0 histogram 
    fHistNtrEtaV0AvsNtrEta1EvSel = new TH2F("hNtrEtaV0AvsNtrEta1EvSel","Uncorrected Eta-V0A vs Eta1.0 (events selected); Ntracklets #eta<1.0; Multiplicity V0A",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsV0,firstMultBin,lastMultBinV0); //eta V0A vs eta 1.0 histogram 
    fHistNtrEtaV0MvsNtrEta1EvSel = new TH2F("hNtrEtaV0MvsNtrEta1EvSel","Uncorrected Eta-V0M vs Eta1.0 (events selected); Ntracklets #eta<1.0; Multiplicity V0A+V0C",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsV0,firstMultBin,lastMultBinV0); //eta V0M vs eta 1.0 histogram
    fHistNtrEtaV0AvsV0AEqEvSel = new TH2F("hNtrEtaV0AvsV0AEqEvSel","Corrected V0A vs corrected V0A-Equalized (events selected); Vzero-A; Vzero-A Equalized",nMultBinsV0,firstMultBin,lastMultBinV0,nMultBinsV0,firstMultBin,lastMultBinV0); // comparison V0A - V0Aeq
    fHistNtrEtaV0MvsV0MEqEvSel = new TH2F("hNtrEtaV0MvsV0MEqEvSel","Corrected V0M vs corrected V0M-Equalized (events selected); Vzero-M; Vzero-M Equalized",nMultBinsV0,firstMultBin,lastMultBinV0,nMultBinsV0,firstMultBin,lastMultBinV0); // comparison V0M - V0Meq
    fHistNtrCorrEta1vsNtrRawEta1EvSel = new TH2F("hNtrCorrEta1vsNtrRawEta1EvSel","Corrected Eta1 vs Eta1.0 (events selected); Ntracklets #eta<1.0 corrected; Ntracklets #eta<1",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsNtrk,firstMultBin,lastMultBinNtrk); //eta 1.6 vs eta 1.0 histogram
    fHistMultCorrvsMultRawEvSel = new TH2F("hMultCorrvsMultRawEvSel",Form("Corrected multiplicity vs uncorrected multiplicity (events selected); %s corrected; %s",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin,nMultBins,firstMultBin,lastMultBin); // corrected vs uncorrected multiplicity

    fHistNtrEta16vsNtrEta1EvWithCand = new TH2F("hNtrEta16vsNtrEta1EvWithCand","Uncorrected Eta1.6 vs Eta1.0 (events selected with a D candidate); Ntracklets #eta<1.0; Ntracklets #eta<1.6",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsNtrk,firstMultBin,lastMultBinNtrk); //eta 1.6 vs eta 1.0 histogram 
    fHistNtrEta05vsNtrEta1EvWithCand = new TH2F("hNtrEta05vsNtrEta1EvWithCand","Uncorrected Eta0.5 vs Eta1.0 (events selected with a D candidate); Ntracklets #eta<1.0; Ntracklets #eta<0.5",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsNtrk,firstMultBin,lastMultBinNtrk); //eta 0.5 vs eta 1.0 histogram 
    fHistNtrEta03vsNtrEta1EvWithCand = new TH2F("hNtrEta03vsNtrEta1EvWithCand","Uncorrected Eta0.3 vs Eta1.0 (events selected with a D candidate); Ntracklets #eta<1.0; Ntracklets #eta<0.3",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsNtrk,firstMultBin,lastMultBinNtrk); //eta 0.3 vs eta 1.0 histogram 
    fHistNtrEtaV0AvsNtrEta1EvWithCand = new TH2F("hNtrEtaV0AvsNtrEta1EvWithCand","Uncorrected Eta-V0A vs Eta1.0 (events selected with a D candidate); Ntracklets #eta<1.0; Multiplicity V0A",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsV0,firstMultBin,lastMultBinV0); //eta V0A vs eta 1.0 histogram 
    fHistNtrEtaV0MvsNtrEta1EvWithCand = new TH2F("hNtrEtaV0MvsNtrEta1EvWithCand","Uncorrected Eta-V0M vs Eta1.0 (events selected with a D candidate); Ntracklets #eta<1.0; Multiplicity V0A+V0C",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsV0,firstMultBin,lastMultBinV0); //eta V0M vs eta 1.0 histogram 
    fHistNtrEtaV0AvsV0AEqEvWithCand = new TH2F("hNtrEtaV0AvsV0AEqEvWithCand","Corrected V0A vs corrected V0A-Equalized (events selected with a D candidate); Vzero-A; Vzero-A Equalized",nMultBinsV0,firstMultBin,lastMultBinV0,nMultBinsV0,firstMultBin,lastMultBinV0); // comparison V0A - V0Aeq
    fHistNtrEtaV0MvsV0MEqEvWithCand = new TH2F("hNtrEtaV0MvsV0MEqEvWithCand","Corrected V0M vs corrected V0M-Equalized (events selected with a D candidate); Vzero-M; Vzero-M Equalized",nMultBinsV0,firstMultBin,lastMultBinV0,nMultBinsV0,firstMultBin,lastMultBinV0); // comparison V0M - V0Meq
    fHistNtrCorrEta1vsNtrRawEta1EvWithCand = new TH2F("hNtrCorrEta1vsNtrRawEta1EvWithCand","Corrected Eta1 vs Eta1.0 (events selected with a D candidate); Ntracklets #eta<1.0 corrected; Ntracklets #eta<1",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsNtrk,firstMultBin,lastMultBinNtrk); //eta 1.6 vs eta 1.0 histogram
    fHistMultCorrvsMultRawEvWithCand = new TH2F("hMultCorrvsMultRawEvWithCand",Form("Corrected multiplicity vs uncorrected multiplicity (events selected) with a D candidate; %s corrected; %s",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin,nMultBins,firstMultBin,lastMultBin); // corrected vs uncorrected multiplicity


    fHistNtrEta16vsNtrEta1EvWithD = new TH2F("hNtrEta16vsNtrEta1EvWithD","Uncorrected Eta1.6 vs Eta1.0 (events selected with D in mass range); Ntracklets #eta<1.0; Ntracklets #eta<1.6",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsNtrk,firstMultBin,lastMultBinNtrk); //eta 1.6 vs eta 1.0 histogram 
    fHistNtrEta05vsNtrEta1EvWithD = new TH2F("hNtrEta05vsNtrEta1EvWithD","Uncorrected Eta0.5 vs Eta1.0 (events selected with D in mass range); Ntracklets #eta<1.0; Ntracklets #eta<0.5",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsNtrk,firstMultBin,lastMultBinNtrk); //eta 0.5 vs eta 1.0 histogram 
    fHistNtrEta03vsNtrEta1EvWithD = new TH2F("hNtrEta03vsNtrEta1EvWithD","Uncorrected Eta0.3 vs Eta1.0 (events selected with D in mass range); Ntracklets #eta<1.0; Ntracklets #eta<0.3",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsNtrk,firstMultBin,lastMultBinNtrk); //eta 0.3 vs eta 1.0 histogram 
    fHistNtrEtaV0AvsNtrEta1EvWithD = new TH2F("hNtrEtaV0AvsNtrEta1EvWithD","Uncorrected Eta-V0A vs Eta1.0 (events selected with D in mass range); Ntracklets #eta<1.0; Multiplicity V0A",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsV0,firstMultBin,lastMultBinV0); //eta V0A vs eta 1.0 histogram 
    fHistNtrEtaV0MvsNtrEta1EvWithD = new TH2F("hNtrEtaV0MvsNtrEta1EvWithD","Uncorrected Eta-V0M vs Eta1.0 (events selected with D in mass range); Ntracklets #eta<1.0; Multiplicity V0A+V0C",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsV0,firstMultBin,lastMultBinV0); //eta V0M vs eta 1.0 histogram 
    fHistNtrEtaV0AvsV0AEqEvWithD = new TH2F("hNtrEtaV0AvsV0AEqEvWithD","Corrected V0A vs corrected V0A-Equalized (events selected with D in mass range); Vzero-A; Vzero-A Equalized",nMultBinsV0,firstMultBin,lastMultBinV0,nMultBinsV0,firstMultBin,lastMultBinV0); // comparison V0A - V0Aeq
    fHistNtrEtaV0MvsV0MEqEvWithD = new TH2F("hNtrEtaV0MvsV0MEqEvWithD","Corrected V0M vs corrected V0M-Equalized (events selected with D in mass range); Vzero-M; Vzero-M Equalized",nMultBinsV0,firstMultBin,lastMultBinV0,nMultBinsV0,firstMultBin,lastMultBinV0); // comparison V0M - V0Meq
    fHistNtrCorrEta1vsNtrRawEta1EvWithD = new TH2F("hNtrCorrEta1vsNtrRawEta1EvWithD","Corrected Eta1 vs Eta1.0 (events selected with D in mass range); Ntracklets #eta<1.0 corrected; Ntracklets #eta<1",nMultBinsNtrk,firstMultBin,lastMultBinNtrk,nMultBinsNtrk,firstMultBin,lastMultBinNtrk); //eta 1.6 vs eta 1.0 histogram
    fHistMultCorrvsMultRawEvWithD = new TH2F("hMultCorrvsMultRawEvWithD",Form("Corrected multiplicity vs uncorrected multiplicity (events selected with D in mass range); %s corrected; %s",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin,nMultBins,firstMultBin,lastMultBin); // corrected vs uncorrected multiplicity

  }
  fHistNtrVsZvtx = new TH2F("hNtrVsZvtx",Form("N%s vs VtxZ; VtxZ;N_{%s};",estimatorName,estimatorName),300,-15,15,nMultBins,firstMultBin,lastMultBin); //
  fHistNtrCorrVsZvtx = new TH2F("hNtrCorrVsZvtx",Form("N%s vs VtxZ; VtxZ;N_{%s};",estimatorName,estimatorName),300,-15,15,nMultBins,firstMultBin,lastMultBin); //

  fHistNtrVsNchMC = new TH2F("hNtrVsNchMC",Form("N%s vs NchMC; Nch;N_{%s};",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin,nMultBins,firstMultBin,lastMultBin); //
  fHistNtrCorrVsNchMC = new TH2F("hNtrCorrVsNchMC",Form("N%s vs Nch; Nch;N_{%s};",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin,nMultBins,firstMultBin,lastMultBin); //
  
  fHistNtrVsNchMCPrimary = new TH2F("hNtrVsNchMCPrimary",Form("N%s vs Nch (Primary); Nch (Primary);N_{%s};",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin,nMultBins,firstMultBin,lastMultBin); //
  fHistNtrCorrVsNchMCPrimary = new TH2F("hNtrCorrVsNchMCPrimary",Form("N%s vs Nch (Primary); Nch(Primary) ;N_{%s};",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin,nMultBins,firstMultBin,lastMultBin); //

  fHistNtrVsNchMCPhysicalPrimary = new TH2F("hNtrVsNchMCPhysicalPrimary",Form("N%s vs Nch (Physical Primary); Nch (Physical Primary);N_{%s};",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin,nMultBins,firstMultBin,lastMultBin); //
  fHistNtrCorrVsNchMCPhysicalPrimary = new TH2F("hNtrCorrVsMCPhysicalPrimary",Form("N%s vs Nch (Physical Primary); Nch (Physical Primary);N_{%s};",estimatorName,estimatorName),nMultBins,firstMultBin,lastMultBin,nMultBins,firstMultBin,lastMultBin); //
  
  fHistGenPrimaryParticlesInelGt0 = new TH1F("hGenPrimaryParticlesInelGt0","Multiplcity of generated charged particles ; Nparticles ; Entries",nMultBins,firstMultBin,lastMultBin);

  fHistNchMCVsNchMCPrimaryVsNchMCPhysicalPrimary = new TH3F("fHistNchMCVsNchMCPrimaryVsNchMCPhysicalPrimary", "MC: Nch (Physical Primary) vs Nch (Primary) vs Nch (Generated); Nch (Generated); Nch (Primary); Nch (Physical Primary)",nMultBins,firstMultBin,lastMultBin,nMultBins,firstMultBin,lastMultBin,nMultBins,firstMultBin,lastMultBin);

  fHistNtrUnCorrPSSel->Sumw2();
  fHistNtrUnCorrPSTrigSel->Sumw2();
  fHistNtrUnCorrPSTrigPileUpSel->Sumw2();
  fHistNtrUnCorrPSTrigPileUpVtxSel->Sumw2();
  fHistNtrUnCorrPSTrigPileUpVtxContSel->Sumw2();
  fHistNtrUnCorrPSTrigPileUpVtxRangeSel->Sumw2();
  fHistNtrUnCorrPSTrigPileUpVtxRangeCentrSel->Sumw2();
  fHistNtrUnCorrEvSel->Sumw2();
  fHistNtrUnCorrEvWithCand->Sumw2();
  fHistNtrUnCorrEvWithD->Sumw2();
  fHistNtrCorrPSSel->Sumw2();
  fHistNtrCorrEvSel->Sumw2();
  fHistNtrCorrEvWithCand->Sumw2();
  fHistNtrCorrEvWithD->Sumw2();
  fHistGenPrimaryParticlesInelGt0->Sumw2();
  fOutput->Add(fHistNtrUnCorrPSSel);
  fOutput->Add(fHistNtrUnCorrPSTrigSel);
  fOutput->Add(fHistNtrUnCorrPSTrigPileUpSel);
  fOutput->Add(fHistNtrUnCorrPSTrigPileUpVtxSel);
  fOutput->Add(fHistNtrUnCorrPSTrigPileUpVtxContSel);
  fOutput->Add(fHistNtrUnCorrPSTrigPileUpVtxRangeSel);
  fOutput->Add(fHistNtrUnCorrPSTrigPileUpVtxRangeCentrSel);
  fOutput->Add(fHistNtrUnCorrEvSel);
  fOutput->Add(fHistNtrUnCorrEvWithCand);
  fOutput->Add(fHistNtrUnCorrEvWithD);
  fOutput->Add(fHistNtrCorrPSSel);
  fOutput->Add(fHistNtrCorrEvSel);
  fOutput->Add(fHistNtrCorrEvWithCand);
  fOutput->Add(fHistNtrCorrEvWithD);
  if(fKeepCorrPlots){
    fOutput->Add(fHistNtrEta16vsNtrEta1EvSel);
    fOutput->Add(fHistNtrEta05vsNtrEta1EvSel);
    fOutput->Add(fHistNtrEta03vsNtrEta1EvSel);
    fOutput->Add(fHistNtrEtaV0AvsNtrEta1EvSel);
    fOutput->Add(fHistNtrEtaV0MvsNtrEta1EvSel);
    fOutput->Add(fHistNtrEtaV0AvsV0AEqEvSel);
    fOutput->Add(fHistNtrEtaV0MvsV0MEqEvSel);
    fOutput->Add(fHistNtrCorrEta1vsNtrRawEta1EvSel);
    fOutput->Add(fHistMultCorrvsMultRawEvSel);
    fOutput->Add(fHistNtrEta16vsNtrEta1EvWithCand);
    fOutput->Add(fHistNtrEta05vsNtrEta1EvWithCand);
    fOutput->Add(fHistNtrEta03vsNtrEta1EvWithCand);
    fOutput->Add(fHistNtrEtaV0AvsNtrEta1EvWithCand);
    fOutput->Add(fHistNtrEtaV0MvsNtrEta1EvWithCand);
    fOutput->Add(fHistNtrEtaV0AvsV0AEqEvWithCand);
    fOutput->Add(fHistNtrEtaV0MvsV0MEqEvWithCand);
    fOutput->Add(fHistNtrCorrEta1vsNtrRawEta1EvWithCand);
    fOutput->Add(fHistMultCorrvsMultRawEvWithCand);
    fOutput->Add(fHistNtrEta16vsNtrEta1EvWithD);
    fOutput->Add(fHistNtrEta05vsNtrEta1EvWithD);
    fOutput->Add(fHistNtrEta03vsNtrEta1EvWithD);
    fOutput->Add(fHistNtrEtaV0AvsNtrEta1EvWithD);
    fOutput->Add(fHistNtrEtaV0MvsNtrEta1EvWithD);
    fOutput->Add(fHistNtrEtaV0AvsV0AEqEvWithD);
    fOutput->Add(fHistNtrEtaV0MvsV0MEqEvWithD);
    fOutput->Add(fHistNtrCorrEta1vsNtrRawEta1EvWithD);
    fOutput->Add(fHistMultCorrvsMultRawEvWithD);
  }
  fOutput->Add(fHistNtrVsZvtx);
  fOutput->Add(fHistNtrCorrVsZvtx);

  fOutput->Add(fHistNtrVsNchMC);
  fOutput->Add(fHistNtrCorrVsNchMC);
  fOutput->Add(fHistNtrVsNchMCPrimary);
  fOutput->Add(fHistNtrCorrVsNchMCPrimary);
  fOutput->Add(fHistNtrVsNchMCPhysicalPrimary);
  fOutput->Add(fHistNtrCorrVsNchMCPhysicalPrimary);
  fOutput->Add(fHistGenPrimaryParticlesInelGt0);
  fOutput->Add(fHistNchMCVsNchMCPrimaryVsNchMCPhysicalPrimary);

  
  fHistNEvents = new TH1F("fHistNEvents", "number of events ",11,-0.5,10.5);
  fHistNEvents->GetXaxis()->SetBinLabel(1,"nEvents total");
  fHistNEvents->GetXaxis()->SetBinLabel(2,"nEvents with Z vertex");
  fHistNEvents->GetXaxis()->SetBinLabel(3,"nEvents selected");
  fHistNEvents->GetXaxis()->SetBinLabel(4,"Rejected due to trigger");
  fHistNEvents->GetXaxis()->SetBinLabel(5,"Rejected due to phys sel");
  fHistNEvents->GetXaxis()->SetBinLabel(6,"Rejected due to vertex cuts");
  fHistNEvents->GetXaxis()->SetBinLabel(7,"Rejected due to pileup");
  fHistNEvents->GetXaxis()->SetBinLabel(8,"Total no. of candidate");
  fHistNEvents->GetXaxis()->SetBinLabel(9,"no. of cand wo bitmask");
  fHistNEvents->GetXaxis()->SetBinLabel(10,"D after cuts (No PID)");
  fHistNEvents->GetXaxis()->SetBinLabel(11,"D after cuts + PID)"); 
  fHistNEvents->GetXaxis()->SetNdivisions(1,kFALSE);  
  fHistNEvents->Sumw2();
  fHistNEvents->SetMinimum(0);
  fOutput->Add(fHistNEvents);

  fPtVsMassVsMult=new TH3F("hPtVsMassvsMult", "D candidates: p_{t} vs mass vs tracklets multiplicity; Tracklets; Mass M [GeV/c^{2}]; p_{t} [GeV/c]",nMultBins,firstMultBin,lastMultBin,fNMassBins,fLowmasslimit,fUpmasslimit,48,0.,24.);
 
  fPtVsMassVsMultNoPid=new TH3F("hPtVsMassvsMultNoPid", "D candidates: p_{t} vs mass vs tracklets multiplicity; Tracklets; Mass M [GeV/c^{2}]; p_{t} [GeV/c]",nMultBins,firstMultBin,lastMultBin,fNMassBins,fLowmasslimit,fUpmasslimit,48,0.,24.); 

  fPtVsMassVsMultUncorr=new TH3F("hPtVsMassvsMultUncorr", "D candidates: p_{t} vs mass vs tracklets multiplicity; Tracklets; Mass M [GeV/c^{2}]; p_{t} [GeV/c]",nMultBins,firstMultBin,lastMultBin,fNMassBins,fLowmasslimit,fUpmasslimit,48,0.,24.);

  fPtVsMassVsMultPart=new TH3F("hPtVsMassvsMultPart", "D candidates: p_{t} vs mass vs tracklets multiplicity; Tracklets; Mass M [GeV/c^{2}]; p_{t} [GeV/c]",nMultBins,firstMultBin,lastMultBin,fNMassBins,fLowmasslimit,fUpmasslimit,48,0.,24.);

  fPtVsMassVsMultAntiPart=new TH3F("hPtVsMassvsMultAntiPart", "D candidates: p_{t} vs mass vs tracklets multiplicity; Tracklets; Mass M [GeV/c^{2}]; p_{t} [GeV/c]",nMultBins,firstMultBin,lastMultBin,fNMassBins,fLowmasslimit,fUpmasslimit,48,0.,24.);

  fPtVsMassVsMultMC=new TH3F("hPtVsMassvsMultMC", "D true candidates: p_{t} vs mass vs tracklets multiplicity; Tracklets; Mass M [GeV/c^{2}]; p_{t} [GeV/c]",nMultBins,firstMultBin,lastMultBin,fNMassBins,fLowmasslimit,fUpmasslimit,48,0.,24.);

  fOutput->Add(fPtVsMassVsMult);
  fOutput->Add(fPtVsMassVsMultUncorr);
  fOutput->Add(fPtVsMassVsMultNoPid);
  fOutput->Add(fPtVsMassVsMultPart);
  fOutput->Add(fPtVsMassVsMultAntiPart);
  fOutput->Add(fPtVsMassVsMultMC);

  if(fDoImpPar) CreateImpactParameterHistos();

  fCounterC = new AliNormalizationCounter("NormCounterCorrMult");
  fCounterC->SetStudyMultiplicity(kTRUE,1.);
  fCounterC->Init();

  fCounterU = new AliNormalizationCounter("NormCounterUnCorrMult");
  fCounterU->SetStudyMultiplicity(kTRUE,1.);
  fCounterU->Init(); 
    
  fCounterCandidates = new AliNormalizationCounter("NormCounterCorrMultCandidates");
  fCounterCandidates->SetStudyMultiplicity(kTRUE,1.);
  fCounterCandidates->Init();

    
  fOutputCounters = new TList();
  fOutputCounters->SetOwner();
  fOutputCounters->SetName("OutputCounters");
  fOutputCounters->Add(fCounterC);
  fOutputCounters->Add(fCounterU);
  fOutputCounters->Add(fCounterCandidates);

  
  PostData(1,fOutput); 
  PostData(2,fListCuts);
  PostData(3,fOutputCounters);
  PostData(4,fListProfiles);

  return;
}



//________________________________________________________________________
void AliAnalysisTaskSEDvsMultiplicity::UserExec(Option_t */*option*/)
{

  AliAODEvent *aod = dynamic_cast<AliAODEvent*> (InputEvent());
  
  //  AliAODTracklets* tracklets = aod->GetTracklets();
  //Int_t ntracklets = tracklets->GetNumberOfTracklets();
  if(fAODProtection>=0){
    //   Protection against different number of events in the AOD and deltaAOD
    //   In case of discrepancy the event is rejected.
    Int_t matchingAODdeltaAODlevel = AliRDHFCuts::CheckMatchingAODdeltaAODevents();
    if (matchingAODdeltaAODlevel<0 || (matchingAODdeltaAODlevel==0 && fAODProtection==1)) {
      // AOD/deltaAOD trees have different number of entries || TProcessID do not match while it was required
      return;
    }
  }

  
  TClonesArray *arrayCand = 0;
  TString arrayName="";
  UInt_t pdgDau[3];
  Int_t nDau=0;
  Int_t selbit=0;
  if(fPdgMeson==411){
    arrayName="Charm3Prong";
    pdgDau[0]=211; pdgDau[1]=321; pdgDau[2]=211; 
    nDau=3;
    selbit=AliRDHFCuts::kDplusCuts;
  }else if(fPdgMeson==421){
    arrayName="D0toKpi";
    pdgDau[0]=211; pdgDau[1]=321; pdgDau[2]=0;
    nDau=2;
    selbit=AliRDHFCuts::kD0toKpiCuts;
  }else if(fPdgMeson==413){
    arrayName="Dstar";
    pdgDau[0]=321; pdgDau[1]=211; pdgDau[2]=0; // Quoting here D0 daughters (D* ones on another variable later)
    nDau=2;
    selbit=AliRDHFCuts::kDstarCuts;
  }else if(fPdgMeson==431){
    arrayName="Charm3Prong";
    pdgDau[0]=321; pdgDau[1]=321; pdgDau[2]=211;
    nDau=3;
    selbit=AliRDHFCuts::kDsCuts;
  }else if(fPdgMeson==4122){
    arrayName="CascadesHF";
    pdgDau[0]=211; pdgDau[1]=211; pdgDau[2]=0; // Quoting here K0S daughters (Lc ones on another variable later)
    nDau=2;
    selbit=AliRDHFCuts::kLctoV0Cuts;
  }

  if(!aod && AODEvent() && IsStandardAOD()) {
    // In case there is an AOD handler writing a standard AOD, use the AOD 
    // event in memory rather than the input (ESD) event.    
    aod = dynamic_cast<AliAODEvent*> (AODEvent());
    // in this case the braches in the deltaAOD (AliAOD.VertexingHF.root)
    // have to taken from the AOD event hold by the AliAODExtension
    AliAODHandler* aodHandler = (AliAODHandler*) 
      ((AliAnalysisManager::GetAnalysisManager())->GetOutputEventHandler());
    if(aodHandler->GetExtensions()) {
      AliAODExtension *ext = (AliAODExtension*)aodHandler->GetExtensions()->FindObject("AliAOD.VertexingHF.root");
      AliAODEvent *aodFromExt = ext->GetAOD();
      arrayCand=(TClonesArray*)aodFromExt->GetList()->FindObject(arrayName.Data());
    }
  } else if(aod) {
    arrayCand=(TClonesArray*)aod->GetList()->FindObject(arrayName.Data());
  }

  if(!aod || !arrayCand) {
    printf("AliAnalysisTaskSEDvsMultiplicity::UserExec: Charm3Prong branch not found!\n");
    return;
  }

  if(fisPPbData && fReadMC){
    Int_t runnumber = aod->GetRunNumber();
    if(aod->GetTriggerMask()==0 && 
       (runnumber>=195344 && runnumber<=195677)){
      AliDebug(3,"Event rejected because of null trigger mask");
      return;
    }
  }


  // fix for temporary bug in ESDfilter 
  // the AODs with null vertex pointer didn't pass the PhysSel
  if(!aod->GetPrimaryVertex()||TMath::Abs(aod->GetMagneticField())<0.001) return;

  // Int_t countTreta1=AliVertexingHFUtils::GetNumberOfTrackletsInEtaRange(aod,-1.,1.);
  // Int_t countTreta03=AliVertexingHFUtils::GetNumberOfTrackletsInEtaRange(aod,-0.3,0.3);
  // Int_t countTreta05=AliVertexingHFUtils::GetNumberOfTrackletsInEtaRange(aod,-0.5,0.5);
  // Int_t countTreta16=AliVertexingHFUtils::GetNumberOfTrackletsInEtaRange(aod,-1.6,1.6);
  Int_t countTreta1=0, countTreta03=0, countTreta05=0, countTreta16=0;
  AliAODTracklets* tracklets=aod->GetTracklets();
  Int_t nTr=tracklets->GetNumberOfTracklets();
  for(Int_t iTr=0; iTr<nTr; iTr++){
    Double_t theta=tracklets->GetTheta(iTr);
    Double_t eta=-TMath::Log(TMath::Tan(theta/2.));
    if(eta>-0.3 && eta<0.3) countTreta03++;
    if(eta>-0.5 && eta<0.5) countTreta05++;
    if(eta>-1.0 && eta<1.0) countTreta1++;
    if(eta>-1.6 && eta<1.6) countTreta16++;
  }
  

  Int_t vzeroMult=0, vzeroMultA=0, vzeroMultC=0;
  Int_t vzeroMultEq=0, vzeroMultAEq=0, vzeroMultCEq=0;
  AliAODVZERO *vzeroAOD = (AliAODVZERO*)aod->GetVZEROData();
  if(vzeroAOD) {
    vzeroMultA = static_cast<Int_t>(vzeroAOD->GetMTotV0A());
    vzeroMultC = static_cast<Int_t>(vzeroAOD->GetMTotV0C());
    vzeroMult = vzeroMultA + vzeroMultC;
    vzeroMultAEq = static_cast<Int_t>(AliVertexingHFUtils::GetVZEROAEqualizedMultiplicity(aod));
    vzeroMultCEq = static_cast<Int_t>(AliVertexingHFUtils::GetVZEROCEqualizedMultiplicity(aod));
    vzeroMultEq = vzeroMultAEq + vzeroMultCEq;
  }

  Int_t countMult = countTreta1;
  if(fMultiplicityEstimator==kNtrk03) { countMult = countTreta03; }
  else if(fMultiplicityEstimator==kNtrk05) { countMult = countTreta05; }
  else if(fMultiplicityEstimator==kNtrk10to16) { countMult = countTreta16 - countTreta1; }
  else if(fMultiplicityEstimator==kVZERO) { countMult = vzeroMult; }
  else if(fMultiplicityEstimator==kVZEROA) { countMult = vzeroMultA; }
  else if(fMultiplicityEstimator==kVZEROEq) { countMult = vzeroMultEq; }
  else if(fMultiplicityEstimator==kVZEROAEq) { countMult = vzeroMultAEq; }


  fCounterU->StoreEvent(aod,fRDCutsAnalysis,fReadMC,countMult);
  fHistNEvents->Fill(0); // count event

  Double_t countTreta1corr=countTreta1;
  Double_t countCorr=countMult;
  AliAODVertex *vtx1 = (AliAODVertex*)aod->GetPrimaryVertex();
  // In case of VZERO multiplicity, consider the zvtx correction flag
  //  fDoVZER0ParamVertexCorr: 0= none, 1= usual d2h, 2=AliESDUtils
  Bool_t isDataDrivenZvtxCorr=kTRUE;
  Bool_t isVtxOk=kFALSE;
  Int_t vzeroMultACorr=vzeroMultA, vzeroMultCCorr=vzeroMultC, vzeroMultCorr=vzeroMult;
  Int_t vzeroMultAEqCorr=vzeroMultAEq, vzeroMultCEqCorr=vzeroMultCEq, vzeroMultEqCorr=vzeroMultEq;
  if(vtx1){
    if(vtx1->GetNContributors()>0){
      fHistNEvents->Fill(1);
      isVtxOk=kTRUE;
    }
  }
  if(isVtxOk){
    if( (fMultiplicityEstimator==kVZERO) || (fMultiplicityEstimator==kVZEROA) ||
  (fMultiplicityEstimator==kVZEROEq) || (fMultiplicityEstimator==kVZEROAEq) ){
      if(fDoVZER0ParamVertexCorr==0){
  // do not correct
  isDataDrivenZvtxCorr=kFALSE;
      } else if (fDoVZER0ParamVertexCorr==2){
  // use AliESDUtils correction
  Float_t zvtx = vtx1->GetZ();
  isDataDrivenZvtxCorr=kFALSE;
  vzeroMultACorr = static_cast<Int_t>(AliESDUtils::GetCorrV0A(vzeroMultA,zvtx));
  vzeroMultCCorr = static_cast<Int_t>(AliESDUtils::GetCorrV0C(vzeroMultC,zvtx));
  vzeroMultCorr = vzeroMultACorr + vzeroMultCCorr;
  vzeroMultAEqCorr = static_cast<Int_t>(AliESDUtils::GetCorrV0A(vzeroMultAEq,zvtx));
  vzeroMultCEqCorr =static_cast<Int_t>( AliESDUtils::GetCorrV0C(vzeroMultCEq,zvtx));
  vzeroMultEqCorr = vzeroMultAEqCorr + vzeroMultCEqCorr;
  if(fMultiplicityEstimator==kVZERO) { countCorr = vzeroMultCorr; }
  else if(fMultiplicityEstimator==kVZEROA) { countCorr = vzeroMultACorr; }
  else if(fMultiplicityEstimator==kVZEROEq) { countCorr = vzeroMultEqCorr; }
  else if(fMultiplicityEstimator==kVZEROAEq) { countCorr = vzeroMultAEqCorr; }
      }
    }
  }
  // Data driven multiplicity z-vertex correction
  if(isVtxOk && isDataDrivenZvtxCorr){
    TProfile* estimatorAvg = GetEstimatorHistogram(aod);
    if(estimatorAvg){
      countTreta1corr=static_cast<Int_t>(AliVertexingHFUtils::GetCorrectedNtracklets(estimatorAvg,countTreta1,vtx1->GetZ(),fRefMult));
      // vzeroMultACorr=static_cast<Int_t>(AliVertexingHFUtils::GetCorrectedNtracklets(estimatorAvg,vzeroMultA,vtx1->GetZ(),fRefMult));
      // vzeroMultCorr= vzeroMultACorr + static_cast<Int_t>(AliVertexingHFUtils::GetCorrectedNtracklets(estimatorAvg,vzeroMultC,vtx1->GetZ(),fRefMult));
      // vzeroMultAEqCorr=static_cast<Int_t>(AliVertexingHFUtils::GetCorrectedNtracklets(estimatorAvg,vzeroMultAEq,vtx1->GetZ(),fRefMult));
      // vzeroMultEqCorr= vzeroMultAEqCorr + static_cast<Int_t>(AliVertexingHFUtils::GetCorrectedNtracklets(estimatorAvg,vzeroMultCEq,vtx1->GetZ(),fRefMult));
      countCorr=static_cast<Int_t>(AliVertexingHFUtils::GetCorrectedNtracklets(estimatorAvg,countMult,vtx1->GetZ(),fRefMult));
    }
  }


  fCounterC->StoreEvent(aod,fRDCutsAnalysis,fReadMC,countCorr);

  Bool_t isEvSel=fRDCutsAnalysis->IsEventSelected(aod);

  if(fRDCutsAnalysis->GetWhyRejection()==5) fHistNEvents->Fill(3);
  if(fRDCutsAnalysis->GetWhyRejection()==7) fHistNEvents->Fill(4);
  if(fRDCutsAnalysis->GetWhyRejection()==6) fHistNEvents->Fill(5);
  if(fRDCutsAnalysis->GetWhyRejection()==1) fHistNEvents->Fill(6);

  Bool_t isEvPSRejected = fRDCutsAnalysis->IsEventRejectedDuePhysicsSelection();
  Bool_t isEvTrigNameRejected = fRDCutsAnalysis->IsEventRejectedDueToTrigger();
  Bool_t isEvPileUpRejected = fRDCutsAnalysis->IsEventRejectedDueToPileup();
  Bool_t isEvNoVtxRejected = fRDCutsAnalysis->IsEventRejectedDueToNotRecoVertex();
  Bool_t isEvVtxContribRejected = fRDCutsAnalysis->IsEventRejectedDueToVertexContributors();
  Bool_t isEvVtxRangeRejected= fRDCutsAnalysis->IsEventRejectedDueToZVertexOutsideFiducialRegion();
  Bool_t isEvCentralityRejected = fRDCutsAnalysis->IsEventRejectedDueToCentrality();
  if(!isEvPSRejected){
    fHistNtrUnCorrPSSel->Fill(countMult);
    fHistNtrCorrPSSel->Fill(countCorr);
    if(!isEvTrigNameRejected){
      fHistNtrUnCorrPSTrigSel->Fill(countMult);
      if(!isEvPileUpRejected){
  fHistNtrUnCorrPSTrigPileUpSel->Fill(countMult);
  if(!isEvNoVtxRejected){
    fHistNtrUnCorrPSTrigPileUpVtxSel->Fill(countMult);
    if(!isEvVtxContribRejected){
      fHistNtrUnCorrPSTrigPileUpVtxContSel->Fill(countMult);
      if(!isEvVtxRangeRejected){
        fHistNtrUnCorrPSTrigPileUpVtxRangeSel->Fill(countMult);
        if(!isEvCentralityRejected){
    fHistNtrUnCorrPSTrigPileUpVtxRangeCentrSel->Fill(countMult);
        }
      }
    }
  }
      }
    }
  }
  
  if(!isEvSel)return;
  fHistNEvents->Fill(2);
  if(fKeepCorrPlots){
    fHistNtrEta16vsNtrEta1EvSel->Fill(countTreta1,countTreta16);
    fHistNtrEta05vsNtrEta1EvSel->Fill(countTreta1,countTreta05);
    fHistNtrEta03vsNtrEta1EvSel->Fill(countTreta1,countTreta03);
    fHistNtrEtaV0AvsNtrEta1EvSel->Fill(countTreta1,vzeroMultA);
    fHistNtrEtaV0MvsNtrEta1EvSel->Fill(countTreta1,vzeroMult);
    fHistNtrEtaV0AvsV0AEqEvSel->Fill(vzeroMultA,vzeroMultAEq);
    fHistNtrEtaV0MvsV0MEqEvSel->Fill(vzeroMult,vzeroMultEq);
    fHistNtrCorrEta1vsNtrRawEta1EvSel->Fill(countTreta1,countTreta1corr);
    fHistMultCorrvsMultRawEvSel->Fill(countMult,countCorr);
  }
  if(vtx1){
    fHistNtrVsZvtx->Fill(vtx1->GetZ(),countMult);
    fHistNtrCorrVsZvtx->Fill(vtx1->GetZ(),countCorr);
  }

  TClonesArray *arrayMC=0;
  AliAODMCHeader *mcHeader=0;

  Double_t nchWeight=1.0;

  // load MC particles
  if(fReadMC){
     
    arrayMC =  (TClonesArray*)aod->GetList()->FindObject(AliAODMCParticle::StdBranchName());
    if(!arrayMC) {
      printf("AliAnalysisTaskSEDvsMultiplicity::UserExec: MC particles branch not found!\n");
      return;
    }  
    // load MC header
    mcHeader =  (AliAODMCHeader*)aod->GetList()->FindObject(AliAODMCHeader::StdBranchName());
    if(!mcHeader) {
      printf("AliAnalysisTaskSEDvsMultiplicity::UserExec: MC header branch not found!\n");
      return;
    }
  

    // Int_t nChargedMC=AliVertexingHFUtils::GetGeneratedMultiplicityInEtaRange(arrayMC,-1.0,1.0);
    // Int_t nChargedMCPrimary=AliVertexingHFUtils::GetGeneratedPrimariesInEtaRange(arrayMC,-1.0,1.0);
    // Int_t nChargedMCPhysicalPrimary=AliVertexingHFUtils::GetGeneratedPhysicalPrimariesInEtaRange(arrayMC,-1.0,1.0);
    //
    Int_t nChargedMCEta10=0, nChargedMCEta03=0, nChargedMCEta05=0, nChargedMCEta16=0, nChargedMCEtam37tm17=0, nChargedMCEta28t51=0;
    Int_t nChargedMCPrimaryEta10=0, nChargedMCPrimaryEta03=0, nChargedMCPrimaryEta05=0, nChargedMCPrimaryEta16=0, nChargedMCPrimaryEtam37tm17=0, nChargedMCPrimaryEta28t51=0;
    Int_t nChargedMCPhysicalPrimaryEta10=0, nChargedMCPhysicalPrimaryEta03=0, nChargedMCPhysicalPrimaryEta05=0, nChargedMCPhysicalPrimaryEta16=0, nChargedMCPhysicalPrimaryEtam37tm17=0, nChargedMCPhysicalPrimaryEta28t51=0;
    for(Int_t i=0; i<arrayMC->GetEntriesFast(); i++){
      AliAODMCParticle *part=(AliAODMCParticle*)arrayMC->UncheckedAt(i);
      Int_t charge = part->Charge();
      Double_t eta = part->Eta();
      Bool_t isPrim = part->IsPrimary();
      Bool_t isPhysPrim = part->IsPhysicalPrimary();
      if(charge!=0) {
  if(eta>-0.3 && eta< 0.3) { 
    nChargedMCEta03++;
    if(isPrim) nChargedMCPrimaryEta03++;
    if(isPhysPrim) nChargedMCPhysicalPrimaryEta03++;
  }
  if(eta>-0.5 && eta< 0.5) { 
    nChargedMCEta05++;
    if(isPrim) nChargedMCPrimaryEta05++;
    if(isPhysPrim) nChargedMCPhysicalPrimaryEta05++;
  }
  if(eta>-1.0 && eta< 1.0) { 
    nChargedMCEta10++;
    if(isPrim) nChargedMCPrimaryEta10++;
    if(isPhysPrim) nChargedMCPhysicalPrimaryEta10++;
  }
  if(eta>-1.6 && eta< 1.6) { 
    nChargedMCEta16++;
    if(isPrim) nChargedMCPrimaryEta16++;
    if(isPhysPrim) nChargedMCPhysicalPrimaryEta16++;
  }
  if(eta>-3.7 && eta<-1.7) { 
    nChargedMCEtam37tm17++;
    if(isPrim) nChargedMCPrimaryEtam37tm17++;
    if(isPhysPrim) nChargedMCPhysicalPrimaryEtam37tm17++;
  }
  if(eta> 2.8 && eta< 5.1) { 
    nChargedMCEta28t51++;
    if(isPrim) nChargedMCPrimaryEta28t51++;
    if(isPhysPrim) nChargedMCPhysicalPrimaryEta28t51++;
  }
      }
    }
    Int_t nChargedMC=nChargedMCEta10;
    Int_t nChargedMCPrimary=nChargedMCPrimaryEta10;
    Int_t nChargedMCPhysicalPrimary=nChargedMCPhysicalPrimaryEta10;

    // Compute the Nch weights (reference is Ntracklets within |eta|<1.0)
    if(fUseNchWeight>0){
      
      Double_t tmpweight = 1.0;
      Double_t tmpXweight=nChargedMCPhysicalPrimary; // Nch weights
      if(fUseNchWeight==2) tmpXweight=countMult;     // Ntrk weights

      if(tmpXweight<=0) tmpweight = 0.0;
      else{
  Double_t pMeas = fHistoMeasNch->GetBinContent(fHistoMeasNch->FindBin(tmpXweight));
  //printf(" pMeas=%2.2f  and histo MCNch %s \n",pMeas,fHistoMCNch);
  Double_t pMC = fHistoMCNch->GetBinContent(fHistoMCNch->FindBin(tmpXweight));
  tmpweight = pMC>0 ? pMeas/pMC : 0.;
      }
      nchWeight *= tmpweight;
      AliDebug(2,Form("Using Nch weights, Mult=%f Weight=%f\n",tmpXweight,nchWeight));
      
    }

    // Now recompute the variables in case another MC estimator is considered
    // Int_t nChargedMCEta10 = nChargedMC;
    // Int_t nChargedMCEta16 = AliVertexingHFUtils::GetGeneratedMultiplicityInEtaRange(arrayMC,-1.6,1.6);
    // Int_t nChargedMCEta05 = AliVertexingHFUtils::GetGeneratedMultiplicityInEtaRange(arrayMC,-0.5,0.5);
    // Int_t nChargedMCEta03 = AliVertexingHFUtils::GetGeneratedMultiplicityInEtaRange(arrayMC,-0.3,0.3);
    // Int_t nChargedMCEtam37tm17 = AliVertexingHFUtils::GetGeneratedMultiplicityInEtaRange(arrayMC,-3.7,-1.7);
    // Int_t nChargedMCEta28t51 = AliVertexingHFUtils::GetGeneratedMultiplicityInEtaRange(arrayMC,2.8,5.1);
    // Int_t nChargedMCPrimaryEta10 = nChargedMCPrimary;
    // Int_t nChargedMCPrimaryEta16 = AliVertexingHFUtils::GetGeneratedPrimariesInEtaRange(arrayMC,-1.6,1.6);
    // Int_t nChargedMCPrimaryEta05 = AliVertexingHFUtils::GetGeneratedPrimariesInEtaRange(arrayMC,-0.5,0.5);
    // Int_t nChargedMCPrimaryEta03 = AliVertexingHFUtils::GetGeneratedPrimariesInEtaRange(arrayMC,-0.3,0.3);
    // Int_t nChargedMCPrimaryEtam37tm17 = AliVertexingHFUtils::GetGeneratedPrimariesInEtaRange(arrayMC,-3.7,-1.7);
    // Int_t nChargedMCPrimaryEta28t51 = AliVertexingHFUtils::GetGeneratedPrimariesInEtaRange(arrayMC,2.8,5.1);
    // Int_t nChargedMCPhysicalPrimaryEta10 = nChargedMCPhysicalPrimary;
    // Int_t nChargedMCPhysicalPrimaryEta16 = AliVertexingHFUtils::GetGeneratedPhysicalPrimariesInEtaRange(arrayMC,-1.6,1.6);
    // Int_t nChargedMCPhysicalPrimaryEta05 = AliVertexingHFUtils::GetGeneratedPhysicalPrimariesInEtaRange(arrayMC,-0.5,0.5);
    // Int_t nChargedMCPhysicalPrimaryEta03 = AliVertexingHFUtils::GetGeneratedPhysicalPrimariesInEtaRange(arrayMC,-0.3,0.3);
    // Int_t nChargedMCPhysicalPrimaryEtam37tm17 = AliVertexingHFUtils::GetGeneratedPhysicalPrimariesInEtaRange(arrayMC,-3.7,-1.7);
    // Int_t nChargedMCPhysicalPrimaryEta28t51 = AliVertexingHFUtils::GetGeneratedPhysicalPrimariesInEtaRange(arrayMC,2.8,5.1);
    if(fMCPrimariesEstimator==kEta10to16){
      nChargedMC = nChargedMCEta16 - nChargedMCEta10;
      nChargedMCPrimary = nChargedMCPrimaryEta16 - nChargedMCPrimaryEta10;
      nChargedMCPhysicalPrimary = nChargedMCPhysicalPrimaryEta16 - nChargedMCPhysicalPrimaryEta10;
    } else if(fMCPrimariesEstimator==kEta05){
      nChargedMC = nChargedMCEta05;
      nChargedMCPrimary = nChargedMCPrimaryEta05;
      nChargedMCPhysicalPrimary = nChargedMCPhysicalPrimaryEta05;
    } else if(fMCPrimariesEstimator==kEta03){
      nChargedMC = nChargedMCEta03;
      nChargedMCPrimary = nChargedMCPrimaryEta03;
      nChargedMCPhysicalPrimary = nChargedMCPhysicalPrimaryEta03;
    } else if(fMCPrimariesEstimator==kEtaVZERO){
      nChargedMC = nChargedMCEtam37tm17 + nChargedMCEta28t51;
      nChargedMCPrimary = nChargedMCPrimaryEtam37tm17 + nChargedMCPrimaryEta28t51;
      nChargedMCPhysicalPrimary = nChargedMCPhysicalPrimaryEtam37tm17 + nChargedMCPhysicalPrimaryEta28t51;
    } else if(fMCPrimariesEstimator==kEtaVZEROA){
      nChargedMC = nChargedMCEta28t51;
      nChargedMCPrimary = nChargedMCPrimaryEta28t51;
      nChargedMCPhysicalPrimary = nChargedMCPhysicalPrimaryEta28t51;
    }

    // Here fill the MC correlation plots
    if(nChargedMCPhysicalPrimary>0){ // INEL>0 for |eta|<1
      fHistGenPrimaryParticlesInelGt0->Fill(nChargedMCPhysicalPrimary,nchWeight);
    }

    fHistNtrVsNchMC->Fill(nChargedMC,countMult,nchWeight);
    fHistNtrCorrVsNchMC->Fill(nChargedMC,countCorr,nchWeight);

    fHistNtrVsNchMCPrimary->Fill(nChargedMCPrimary,countMult,nchWeight);
    fHistNtrCorrVsNchMCPrimary->Fill(nChargedMCPrimary,countCorr,nchWeight);

    fHistNtrVsNchMCPhysicalPrimary->Fill(nChargedMCPhysicalPrimary,countMult,nchWeight);
    fHistNtrCorrVsNchMCPhysicalPrimary->Fill(nChargedMCPhysicalPrimary,countCorr,nchWeight);

    fHistNchMCVsNchMCPrimaryVsNchMCPhysicalPrimary->Fill(nChargedMC,nChargedMCPrimary,nChargedMCPhysicalPrimary,nchWeight);
  }
  
  Int_t nCand = arrayCand->GetEntriesFast(); 
  Int_t nSelectedNoPID=0,nSelectedPID=0,nSelectedInMassPeak=0;
  Double_t mD0PDG = TDatabasePDG::Instance()->GetParticle(421)->Mass();
  Double_t mDplusPDG = TDatabasePDG::Instance()->GetParticle(411)->Mass();
  Double_t mDstarPDG = TDatabasePDG::Instance()->GetParticle(413)->Mass();
  Double_t mDsPDG    = TDatabasePDG::Instance()->GetParticle(431)->Mass();
  Double_t mLcPDG    = TDatabasePDG::Instance()->GetParticle(4122)->Mass();

  // pdg of daughters needed for D* too
  UInt_t pdgDgDStartoD0pi[2]={421,211};

  // pdg of daughters needed for Lc2pK0S too
  UInt_t pdgDgLctopK0S[2]={2212,310};

  Double_t aveMult=0.;
  Double_t nSelCand=0.;
  for (Int_t iCand = 0; iCand < nCand; iCand++) {
    AliAODRecoDecayHF *d = (AliAODRecoDecayHF*)arrayCand->UncheckedAt(iCand);
    AliAODRecoCascadeHF *dCascade = NULL;
    if(fPdgMeson==413 || fPdgMeson==4122) dCascade = (AliAODRecoCascadeHF*)d;

    if(fPdgMeson==4122) {
      AliAODv0 * v0part = (AliAODv0*)dCascade->Getv0();
      Bool_t onFlyV0 = v0part->GetOnFlyStatus(); // on-the-flight V0s
      if (onFlyV0) continue;
    }

    fHistNEvents->Fill(7);
    if(fPdgMeson!=4122 && fUseBit && !d->HasSelectionBit(selbit)) {
      fHistNEvents->Fill(8);
      continue;
    }
    
    Double_t ptCand = d->Pt();
    Double_t rapid=d->Y(fPdgMeson);
    Bool_t isFidAcc=fRDCutsAnalysis->IsInFiducialAcceptance(ptCand,rapid);
    if(!isFidAcc) continue;
   
    Int_t labD=-1;
    if(fReadMC) {
      if(fPdgMeson==413){
  labD = dCascade->MatchToMC(fPdgMeson,421,(Int_t*)pdgDgDStartoD0pi,(Int_t*)pdgDau,arrayMC);
      } else if(fPdgMeson==4122){
  labD = dCascade->MatchToMC(fPdgMeson,pdgDgLctopK0S[1],(Int_t*)pdgDgLctopK0S,(Int_t*)pdgDau,arrayMC,kTRUE);
      } else {
  labD = d->MatchToMC(fPdgMeson,arrayMC,nDau,(Int_t*)pdgDau);
      }
      FillMCMassHistos(arrayMC,labD, countMult,nchWeight);
    }

    Int_t passAllCuts=fRDCutsAnalysis->IsSelected(d,AliRDHFCuts::kAll,aod);
    if (fPdgMeson == 4122) passAllCuts=(((fRDCutsAnalysis->IsSelected(d,AliRDHFCuts::kAll))&(AliRDHFCutsLctoV0::kLcToK0Spr))==(AliRDHFCutsLctoV0::kLcToK0Spr));
    Int_t passTopolCuts=fRDCutsAnalysis->GetIsSelectedCuts();
    if (fPdgMeson == 4122) passTopolCuts=(((fRDCutsAnalysis->IsSelected(d,AliRDHFCuts::kCandidate))&(AliRDHFCutsLctoV0::kLcToK0Spr))==(AliRDHFCutsLctoV0::kLcToK0Spr));
    if (fPdgMeson != 431 && passTopolCuts==0) continue;
    nSelectedNoPID++;
    fHistNEvents->Fill(9);
    if(fPdgMeson == 431 && passAllCuts==0) continue;
    if(passAllCuts){
      nSelectedPID++;
      fHistNEvents->Fill(10);
    }
    Double_t multForCand = countCorr;

    if(fSubtractTrackletsFromDau){
      if(fPdgMeson==4122) {
  // For the Lc2pK0S case, subtract only the proton daughter track <=== FIXME !!
  AliAODTrack *t = (AliAODTrack *)dCascade->GetBachelor();
  if(!t) continue;
  if(t->HasPointOnITSLayer(0) && t->HasPointOnITSLayer(1)){
    if(multForCand>0) multForCand-=1;
  }
      } else {
  // For the D* case, subtract only the D0 daughter tracks <=== FIXME !!
  AliAODRecoDecayHF2Prong* d0fromDstar = NULL;
  if(fPdgMeson==413) d0fromDstar = (AliAODRecoDecayHF2Prong*)dCascade->Get2Prong();

  for(Int_t iDau=0; iDau<nDau; iDau++){
    AliAODTrack *t = NULL;
    if(fPdgMeson==413){ t = (AliAODTrack*)d0fromDstar->GetDaughter(iDau); }
    else{ t = (AliAODTrack*)d->GetDaughter(iDau); }
    if(!t) continue;
    if(t->HasPointOnITSLayer(0) && t->HasPointOnITSLayer(1)){
      if(multForCand>0) multForCand-=1;
    }
  }
      }
    }
    Bool_t isPrimary=kTRUE;
    Double_t trueImpParXY=9999.;
    Double_t impparXY=d->ImpParXY()*10000.;
    Double_t dlen=0.1; //FIXME
    Double_t mass[2];
    if(fPdgMeson==411){
      mass[0]=d->InvMass(nDau,pdgDau);
      mass[1]=-1.;
      if(TMath::Abs(mass[0]-mDplusPDG)<0.02) nSelectedInMassPeak++; //20 MeV for now... FIXME
    }else if(fPdgMeson==421){
      UInt_t pdgdaughtersD0[2]={211,321};//pi,K 
      UInt_t pdgdaughtersD0bar[2]={321,211};//K,pi 
      mass[0]=d->InvMass(2,pdgdaughtersD0);
      mass[1]=d->InvMass(2,pdgdaughtersD0bar);
      if(TMath::Abs(mass[0]-mD0PDG)<0.02 || TMath::Abs(mass[1]-mD0PDG)<0.02 ) nSelectedInMassPeak++; //20 MeV for now... FIXME
    }else if(fPdgMeson==413){
      // FIXME
      mass[0]=dCascade->DeltaInvMass();
      mass[1]=-1.;
      if(TMath::Abs(mass[0]-(mDstarPDG-mD0PDG))<0.0015) nSelectedInMassPeak++; //1 MeV for now... FIXME
    }else if(fPdgMeson==431){
      UInt_t pdgDsKKpi[3]={321,321,211};
      UInt_t pdgDspiKK[3]={211,321,321};
      mass[0]=d->InvMass(nDau,pdgDsKKpi);
      mass[1]=d->InvMass(nDau,pdgDspiKK);
      if(TMath::Abs(mass[0]-mDsPDG)<0.02 || TMath::Abs(mass[1]-mDsPDG)<0.02 ) nSelectedInMassPeak++; //20 MeV for now... FIXME
    }else if(fPdgMeson==4122){
      mass[0]=d->InvMass(2,pdgDgLctopK0S);
      mass[1]=-1.;
      if(TMath::Abs(mass[0]-mLcPDG)<0.02) nSelectedInMassPeak++; //20 MeV for now... FIXME
    }
      
    for(Int_t iHyp=0; iHyp<2; iHyp++){
      if(mass[iHyp]<0.) continue; // for D+,D* and Lc2pK0S we have 1 mass hypothesis
      Double_t invMass=mass[iHyp];
      Double_t arrayForSparse[5]={invMass,ptCand,impparXY,dlen,multForCand};

      if(fReadMC){
  
  if(fPdgMeson==413){
    labD = dCascade->MatchToMC(fPdgMeson,421,(Int_t*)pdgDgDStartoD0pi,(Int_t*)pdgDau,arrayMC);
  }else if(fPdgMeson==4122){
    labD = dCascade->MatchToMC(fPdgMeson,pdgDgLctopK0S[1],(Int_t*)pdgDgLctopK0S,(Int_t*)pdgDau,arrayMC,kTRUE);
  } else {
    labD = d->MatchToMC(fPdgMeson,arrayMC,nDau,(Int_t*)pdgDau);
  }

  Bool_t fillHisto=fDoImpPar;
  if(labD>=0){
    AliAODMCParticle *partD = (AliAODMCParticle*)arrayMC->At(labD);
    Int_t code=partD->GetPdgCode();
    if(CheckOrigin(arrayMC,partD)==5) isPrimary=kFALSE;
    if(code<0 && iHyp==0) fillHisto=kFALSE;
    if(code>0 && iHyp==1) fillHisto=kFALSE;
    if(!isPrimary){
      if(fPdgMeson==411){
        trueImpParXY=AliVertexingHFUtils::GetTrueImpactParameterDplus(mcHeader,arrayMC,partD)*10000.;
      }else if(fPdgMeson==421){
        trueImpParXY=AliVertexingHFUtils::GetTrueImpactParameterDzero(mcHeader,arrayMC,partD)*10000.;
      }else if(fPdgMeson==413 || fPdgMeson==4122){
        trueImpParXY=0.; 
      }
      Double_t arrayForSparseTrue[5]={invMass,ptCand,trueImpParXY,dlen,multForCand};
      if(fillHisto && passAllCuts){
        fHistMassPtImpPar[2]->Fill(arrayForSparse);
        fHistMassPtImpPar[3]->Fill(arrayForSparseTrue);
      }
    }else{
      if(fillHisto && passAllCuts) fHistMassPtImpPar[1]->Fill(arrayForSparse);
    }
  }else{
    if(fillHisto && passAllCuts)fHistMassPtImpPar[4]->Fill(arrayForSparse);
  }

  if(TMath::Abs(labD)==fPdgMeson && fMCOption==2) continue;
  if(TMath::Abs(labD)!=fPdgMeson && fMCOption==1) continue;      

      }
      
      if(fPdgMeson==421){
  if(iHyp==0 && !(passTopolCuts&1)) continue; // candidate not passing as D0
  if(iHyp==1 && !(passTopolCuts&2)) continue; // candidate not passing as D0bar
      }

      if(fPdgMeson != 431) fPtVsMassVsMultNoPid->Fill(multForCand,invMass,ptCand);

      if(fPdgMeson==421){
  if(iHyp==0 && !(passAllCuts&1)) continue; // candidate not passing as D0
  if(iHyp==1 && !(passAllCuts&2)) continue; // candidate not passing as D0bar
      }
      if(fPdgMeson==431){
  if(iHyp==0 && !(passAllCuts&4)) continue; // candidates Ds not passing as kk(phi)pi
  if(iHyp==1 && !(passAllCuts&8)) continue; // candidates Ds not passing as pikk(phi)
      }
        
      if(passAllCuts){
  aveMult+=multForCand;
  nSelCand+=1.;
  fPtVsMassVsMult->Fill(multForCand,invMass,ptCand,nchWeight);
  fPtVsMassVsMultUncorr->Fill(countTreta1,invMass,ptCand,nchWeight);
  // Add separation between part antipart
  if(fPdgMeson==411 || fPdgMeson==413 || fPdgMeson==431 || fPdgMeson==4122){
    if(d->GetCharge()>0) fPtVsMassVsMultPart->Fill(multForCand,invMass,ptCand,nchWeight);
    else fPtVsMassVsMultAntiPart->Fill(multForCand,invMass,ptCand,nchWeight);
  }else if(fPdgMeson==421){
    if(passAllCuts&1) fPtVsMassVsMultPart->Fill(multForCand,invMass,ptCand,nchWeight);
    if(passAllCuts&2) fPtVsMassVsMultAntiPart->Fill(multForCand,invMass,ptCand,nchWeight);
  }
        
  if(fDoImpPar){
    fHistMassPtImpPar[0]->Fill(arrayForSparse);
  }
  
      }

    }
  }
  if(fSubtractTrackletsFromDau && nSelCand>0){
    aveMult/=nSelCand;
    fCounterCandidates->StoreEvent(aod,fRDCutsAnalysis,fReadMC,(Int_t)(aveMult+0.5001));
  }else{
    fCounterCandidates->StoreEvent(aod,fRDCutsAnalysis,fReadMC,(Int_t)countCorr);
  }


  fCounterCandidates->StoreCandidates(aod,nSelectedNoPID,kTRUE);
  fCounterCandidates->StoreCandidates(aod,nSelectedPID,kFALSE);
  fHistNtrUnCorrEvSel->Fill(countMult,nchWeight);
  fHistNtrCorrEvSel->Fill(countCorr,nchWeight);
  if(nSelectedPID>0) {
    fHistNtrUnCorrEvWithCand->Fill(countMult,nchWeight);
    fHistNtrCorrEvWithCand->Fill(countCorr,nchWeight);
    if(fKeepCorrPlots){
      fHistNtrEta16vsNtrEta1EvWithCand->Fill(countTreta1,countTreta16);
      fHistNtrEta05vsNtrEta1EvWithCand->Fill(countTreta1,countTreta05);
      fHistNtrEta03vsNtrEta1EvWithCand->Fill(countTreta1,countTreta03);
      fHistNtrEtaV0AvsNtrEta1EvWithCand->Fill(countTreta1,vzeroMultA);
      fHistNtrEtaV0MvsNtrEta1EvWithCand->Fill(countTreta1,vzeroMult);
      fHistNtrEtaV0AvsV0AEqEvWithCand->Fill(vzeroMultA,vzeroMultAEq);
      fHistNtrEtaV0MvsV0MEqEvWithCand->Fill(vzeroMult,vzeroMultEq);
      fHistNtrCorrEta1vsNtrRawEta1EvWithCand->Fill(countTreta1,countTreta1corr);
      fHistMultCorrvsMultRawEvWithCand->Fill(countMult,countCorr);
    }
  }
  if(nSelectedInMassPeak>0) {
    fHistNtrUnCorrEvWithD->Fill(countMult,nchWeight);
    fHistNtrCorrEvWithD->Fill(countCorr,nchWeight);
    if(fKeepCorrPlots){
      fHistNtrEta16vsNtrEta1EvWithD->Fill(countTreta1,countTreta16);
      fHistNtrEta05vsNtrEta1EvWithD->Fill(countTreta1,countTreta05);
      fHistNtrEta03vsNtrEta1EvWithD->Fill(countTreta1,countTreta03);
      fHistNtrEtaV0AvsNtrEta1EvWithD->Fill(countTreta1,vzeroMultA);
      fHistNtrEtaV0MvsNtrEta1EvWithD->Fill(countTreta1,vzeroMult);
      fHistNtrEtaV0AvsV0AEqEvWithD->Fill(vzeroMultA,vzeroMultAEq);
      fHistNtrEtaV0MvsV0MEqEvWithD->Fill(vzeroMult,vzeroMultEq);
      fHistNtrCorrEta1vsNtrRawEta1EvWithD->Fill(countTreta1,countTreta1corr);
      fHistMultCorrvsMultRawEvWithD->Fill(countMult,countCorr);
    }
  }

  PostData(1,fOutput); 
  PostData(2,fListCuts);
  PostData(3,fOutputCounters);
    
  return;
}

//________________________________________________________________________
void AliAnalysisTaskSEDvsMultiplicity::CreateImpactParameterHistos(){

  Int_t nbins[5]={fNMassBins,200,fNImpParBins,50,100};
  Double_t xmin[5]={fLowmasslimit,0.,fLowerImpPar,0.,0.};
  Double_t xmax[5]={fUpmasslimit,20.,fHigherImpPar,1.,100.};

  fHistMassPtImpPar[0]=new THnSparseF("hMassPtImpParAll",
              "Mass vs. pt vs.imppar - All",
              5,nbins,xmin,xmax);
  fHistMassPtImpPar[1]=new THnSparseF("hMassPtImpParPrompt",
              "Mass vs. pt vs.imppar - promptD",
              5,nbins,xmin,xmax);
  fHistMassPtImpPar[2]=new THnSparseF("hMassPtImpParBfeed",
              "Mass vs. pt vs.imppar - DfromB",
              5,nbins,xmin,xmax);
  fHistMassPtImpPar[3]=new THnSparseF("hMassPtImpParTrueBfeed",
              "Mass vs. pt vs.true imppar -DfromB",
              5,nbins,xmin,xmax);
  fHistMassPtImpPar[4]=new THnSparseF("hMassPtImpParBkg",
              "Mass vs. pt vs.imppar - backgr.",
              5,nbins,xmin,xmax);
  for(Int_t i=0; i<5;i++){
    fOutput->Add(fHistMassPtImpPar[i]);
  }
}

//________________________________________________________________________
void AliAnalysisTaskSEDvsMultiplicity::Terminate(Option_t */*option*/)
{
  //
  if(fDebug > 1) printf("AnalysisTaskSEDvsMultiplicity: Terminate() \n");

  fOutput = dynamic_cast<TList*> (GetOutputData(1));
  if (!fOutput) {     
    printf("ERROR: fOutput not available\n");
    return;
  }

  fHistNEvents = dynamic_cast<TH1F*>(fOutput->FindObject("fHistNEvents"));
  if(!fHistNEvents){
    printf("ERROR: fHistNEvents not available\n");
    return;    
  }
  printf("Number of Analyzed Events = %d\n",(Int_t)fHistNEvents->GetBinContent(3));
 
  return;
}
//_________________________________________________________________________________________________
Int_t AliAnalysisTaskSEDvsMultiplicity::CheckOrigin(TClonesArray* arrayMC, AliAODMCParticle *mcPartCandidate) const {   
  //
  //
  
  Int_t pdgGranma = 0;
  Int_t mother = 0;
  mother = mcPartCandidate->GetMother();
  Int_t istep = 0;
  Int_t abspdgGranma =0;
  Bool_t isFromB=kFALSE;
  //  Bool_t isQuarkFound=kFALSE;
  while (mother >0 ){
    istep++;
    AliAODMCParticle* mcGranma = dynamic_cast<AliAODMCParticle*>(arrayMC->At(mother));
    if (mcGranma){
      pdgGranma = mcGranma->GetPdgCode();
      abspdgGranma = TMath::Abs(pdgGranma);
      if ((abspdgGranma > 500 && abspdgGranma < 600) || (abspdgGranma > 5000 && abspdgGranma < 6000)){
  isFromB=kTRUE;
      }
      //      if(abspdgGranma==4 || abspdgGranma==5) isQuarkFound=kTRUE;
      mother = mcGranma->GetMother();
    }else{
      AliError("Failed casting the mother particle!");
      break;
    }
  }
  
  if(isFromB) return 5;
  else return 4;
}



//____________________________________________________________________________
TProfile* AliAnalysisTaskSEDvsMultiplicity::GetEstimatorHistogram(const AliVEvent* event){
    
  Int_t runNo  = event->GetRunNumber();
  Int_t period = -1;   // pp: 0-LHC10b, 1-LHC10c, 2-LHC10d, 3-LHC10e
  // pPb 2013: 0-LHC13b, 1-LHC13c
  // pPb 2016: 0-LHC16q: 265499->265525; 265309->265387, 1-LHC16q:265435, 2-LHC16q:265388->265427, LHC16t: 267163->267166
  if (fisPPbData) {
    if(fYearNumber==13) {
      if (runNo>195343 && runNo<195484) period = 0; //13b
      else if (runNo>195528 && runNo<195678) period = 1; //13c
      if (period < 0 || period > 1) return 0;
    }
    else if(fYearNumber==16) {
      if ((runNo>=265499 && runNo<=265525) || (runNo>=265309 && runNo<=265387)) period = 0;      //16q
      else if (runNo == 265435) period = 1;                //16q
      else if (runNo>=265388 && runNo<=265427) period = 2; //16q
      else if (runNo>=267163 && runNo<=267166) period = 3; //16t
      if (period < 0 || period > 3) return 0;
    }
  }
  else {
    if(runNo>114930 && runNo<117223) period = 0;
    if(runNo>119158 && runNo<120830) period = 1;
    if(runNo>122373 && runNo<126438) period = 2;
    if(runNo>127711 && runNo<130851) period = 3;
    if(period<0 || period>3) return 0;
        
  }
    
  return fMultEstimatorAvg[period];
}

//__________________________________________________________________________________________________
void AliAnalysisTaskSEDvsMultiplicity::CreateMeasuredNchHisto(){
  //
  // for Nch  > 70 the points were obtainedwith a double NBD distribution
  // TF1 *fit1 = new TF1("fit1","[0]*(TMath::Gamma(x+[1])/(TMath::Gamma(x+1)*TMath::Gamma([1])))*(TMath::Power(([2]/[1]),x))*(TMath::Power((1+([2]/[1])),-x-[1]))"); fit1->SetParameter(0,1.);// normalization constant
  // fit1->SetParameter(1,1.63); // k parameter
  // fit1->SetParameter(2,12.8); // mean multiplicity
  Double_t nchbins[82]={0.50,1.50,2.50,3.50,4.50,5.50,6.50,7.50,8.50,9.50,
      10.50,11.50,12.50,13.50,14.50,15.50,16.50,17.50,18.50,19.50,
      20.50,21.50,22.50,23.50,24.50,25.50,26.50,27.50,28.50,29.50,
      30.50,31.50,32.50,33.50,34.50,35.50,36.50,37.50,38.50,39.50,
      40.50,41.50,42.50,43.50,44.50,45.50,46.50,47.50,48.50,49.50,
      50.50,51.50,52.50,53.50,54.50,55.50,56.50,57.50,58.50,59.50,
      60.50,62.50,64.50,66.50,68.50,70.50,72.50,74.50,76.50,78.50,
      80.50,82.50,84.50,86.50,88.50,90.50,92.50,94.50,96.50,98.50, 
      100.50,102.50};
  Double_t pch[81]={0.062011,0.072943,0.070771,0.067245,0.062834,0.057383,0.051499,0.04591,0.041109,0.036954,
        0.03359,0.030729,0.028539,0.026575,0.024653,0.0229,0.021325,0.019768,0.018561,0.017187,
        0.01604,0.014836,0.013726,0.012576,0.011481,0.010393,0.009502,0.008776,0.008024,0.007452,
        0.006851,0.006428,0.00594,0.005515,0.005102,0.00469,0.004162,0.003811,0.003389,0.003071,
        0.002708,0.002422,0.002184,0.001968,0.00186,0.00165,0.001577,0.001387,0.001254,0.001118,
        0.001037,0.000942,0.000823,0.000736,0.000654,0.000579,0.000512,0.00049,0.00045,0.000355,
        0.000296,0.000265,0.000193,0.00016,0.000126,0.0000851, 0.0000676,0.0000537,0.0000426, 0.0000338,
        0.0000268,0.0000213,0.0000166,0.0000133,0.0000106,0.00000837,0.00000662, 0.00000524,0.00000414, 0.00000327,
        0.00000258};

  if(fHistoMeasNch) delete fHistoMeasNch;
  fHistoMeasNch=new TH1F("hMeaseNch","",81,nchbins);
  for(Int_t i=0; i<81; i++){
    fHistoMeasNch->SetBinContent(i+1,pch[i]);
    fHistoMeasNch->SetBinError(i+1,0.);
  }
}

//__________________________________________________________________________________________________
void AliAnalysisTaskSEDvsMultiplicity::FillMCMassHistos(TClonesArray *arrayMC, Int_t labD, Int_t countMult,Double_t nchWeight) 
{
  //
  //
  
  if(labD>=0){
    AliAODMCParticle *partD = (AliAODMCParticle*)arrayMC->At(labD);
    Double_t mass = partD->M();
    Double_t pt = partD->Pt();
    fPtVsMassVsMultMC->Fill(countMult,mass,pt,nchWeight);
  }

}