AliCFTaskVertexingHFCutVarFDSub.cxx

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/**************************************************************************
 * Copyright(c) 1998-2009, ALICE Experiment at CERN, All rights reserved. *
 *                                                                        *
 * Author: The ALICE Off-line Project.                                    *
 * Contributors are mentioned in the code where appropriate.              *
 *                                                                        *
 * Permission to use, copy, modify and distribute this software and its   *
 * documentation strictly for non-commercial purposes is hereby granted   *
 * without fee, provided that the above copyright notice appears in all   *
 * copies and that both the copyright notice and this permission notice   *
 * 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.                  *
 **************************************************************************/

//-----------------------------------------------------------------------
// Class for HF corrections as a function of many variables
// 6 Steps introduced: MC, MC Acc, Reco, Reco Acc, Reco Acc + ITS Cl,
// Reco Acc + ITS Cl + PPR cuts
// 12 variables used: pt, y, cosThetaStar, ptPi, ptK, ct,
// dca, d0Pi, d0K, d0Pixd0K, cosPointingAngle, phi
//
//-----------------------------------------------------------------------
// Author : C. Zampolli, CERN
//          D. Caffarri, Univ & INFN Padova  caffarri@pd.infn.it
//-----------------------------------------------------------------------
//-----------------------------------------------------------------------
// Base class for HF Unfolding (pt and eta)
// correlation matrix filled at Acceptance and PPR level
// Author: A.Grelli ,  Utrecht - agrelli@uu.nl
//-----------------------------------------------------------------------
//-----------------------------------------------------------------------
// Modified by for analysis of D0 candidates using the cut-variation
// feed-down subtraction method
//  by
// Andrea Rossi <Andrea.Rossi@cern.ch>
// Felix Reidt  <Felix.Reidt@cern.ch>
//-----------------------------------------------------------------------
#include "AliCFTaskVertexingHFCutVarFDSub.h"

#include "TCanvas.h"
#include "TProfile.h"
#include "TH1I.h"
#include "TH3F.h"
#include "TH1F.h"
#include "TStyle.h"
#include "TFile.h"
#include "TF1.h"

#include "AliCFManager.h"
#include "AliCFContainer.h"
#include "AliLog.h"
#include "AliInputEventHandler.h"
#include "AliAnalysisManager.h"
#include "AliAODHandler.h"
#include "AliAODEvent.h"
#include "AliAODRecoDecayHF.h"
#include "AliAODRecoDecayHF2Prong.h"
#include "AliAODRecoDecayHF3Prong.h"
#include "AliAODRecoDecayHF4Prong.h"
#include "AliAODRecoCascadeHF.h"
#include "AliAODMCParticle.h"
#include "AliAODMCHeader.h"
#include "AliESDtrack.h"

#include "THnSparse.h"
#include "AliESDtrackCuts.h"
#include "AliRDHFCuts.h"
#include "AliRDHFCutsD0toKpi.h"
#include "AliRDHFCutsDplustoKpipi.h"
#include "AliRDHFCutsDStartoKpipi.h"
#include "AliRDHFCutsDstoKKpi.h"
#include "AliRDHFCutsLctopKpi.h"
#include "AliRDHFCutsD0toKpipipi.h"
#include "AliRDHFCutsLctoV0.h"
#include "AliCFVertexingHF2Prong.h"
#include "AliCFVertexingHF3Prong.h"
#include "AliCFVertexingHFCascade.h"
#include "AliCFVertexingHFLctoV0bachelor.h"
#include "AliCFVertexingHF.h"
#include "AliVertexingHFUtils.h"
#include "AliAnalysisDataSlot.h"
#include "AliAnalysisDataContainer.h"
#include "AliAnalysisTaskSE.h"
#include "AliPIDResponse.h"
#include "AliHFsubtractBFDcuts.h"

//__________________________________________________________________________
AliCFTaskVertexingHFCutVarFDSub::AliCFTaskVertexingHFCutVarFDSub() :
  AliAnalysisTaskSE(),
  fCFManager(0x0),
  fHistEventsProcessed(0x0),
  fCorrelation(0x0),
  fListProfiles(0),
  fCountMC(0),
  fCountAcc(0),
  fCountVertex(0),
  fCountRefit(0),
  fCountReco(0),
  fCountRecoAcc(0),
  fCountRecoITSClusters(0),
  fCountRecoPPR(0),
  fCountRecoPID(0),
  fEvents(0),
  fDecayChannel(0),
  fFillFromGenerated(kFALSE),
  fOriginDselection(0),
  fAcceptanceUnf(kTRUE),
  fCuts(0),
  fUseWeight(kFALSE),
  fWeight(1.),
  fUseFlatPtWeight(kFALSE),
  fUseZWeight(kFALSE),
  fUseNchWeight(kFALSE),
  fUseTrackletsWeight(kFALSE),
  fUseMultRatioAsWeight(kFALSE),
  fNvar(0),
  fPartName(""),
  fDauNames(""),
  fSign(2),
  fCentralitySelection(kTRUE),
  fFakeSelection(0),
  fRejectIfNoQuark(kTRUE),
  fUseMCVertex(kFALSE),
  fDsOption(1),
  fGenDsOption(3),
  fConfiguration(kCheetah), // by default, setting the fast configuration
  fFuncWeight(0x0),
  fHistoPtWeight(0x0),
  fHistoMeasNch(0x0),
  fHistoMCNch(0x0),
  fResonantDecay(0),
  fLctoV0bachelorOption(1),
  fGenLctoV0bachelorOption(0),
  fUseSelectionBit(kTRUE),
  fPDGcode(0),
  fMultiplicityEstimator(kNtrk10),
  fRefMult(9.26),
  fZvtxCorrectedNtrkEstimator(kFALSE),
  fIsPPData(kFALSE),
  fIsPPbData(kFALSE),
  fUseAdditionalCuts(kFALSE),
  fUseCutsForTMVA(kFALSE),
  fUseCascadeTaskForLctoV0bachelor(kFALSE),
  fCutOnMomConservation(0.00001),
  fObjSpr(0x0),
  fhSparseCutVar(0x0),
  fhPtCutVar(0x0),
  fhBptCutVar(0x0),
  fListBdecays(0x0),
  fQAHists(0x0)
{
  //
  //Default ctor
  //
  for(Int_t i=0; i<4; i++) fMultEstimatorAvg[i]=0;
}
//___________________________________________________________________________
AliCFTaskVertexingHFCutVarFDSub::AliCFTaskVertexingHFCutVarFDSub(const Char_t* name, AliRDHFCuts* cuts, TF1* func) :
  AliAnalysisTaskSE(name),
  fCFManager(0x0),
  fHistEventsProcessed(0x0),
  fCorrelation(0x0),
  fListProfiles(0),
  fCountMC(0),
  fCountAcc(0),
  fCountVertex(0),
  fCountRefit(0),
  fCountReco(0),
  fCountRecoAcc(0),
  fCountRecoITSClusters(0),
  fCountRecoPPR(0),
  fCountRecoPID(0),
  fEvents(0),
  fDecayChannel(0),
  fFillFromGenerated(kFALSE),
  fOriginDselection(0),
  fAcceptanceUnf(kTRUE),
  fCuts(cuts),
  fUseWeight(kFALSE),
  fWeight(1.),
  fUseFlatPtWeight(kFALSE),
  fUseZWeight(kFALSE),
  fUseNchWeight(kFALSE),
  fUseTrackletsWeight(kFALSE),
  fUseMultRatioAsWeight(kFALSE),
  fNvar(0),
  fPartName(""),
  fDauNames(""),
  fSign(2),
  fCentralitySelection(kTRUE),
  fFakeSelection(0),
  fRejectIfNoQuark(kTRUE),
  fUseMCVertex(kFALSE),
  fDsOption(1),
  fGenDsOption(3),
  fConfiguration(kCheetah),  // by default, setting the fast configuration
  fFuncWeight(func),
  fHistoPtWeight(0x0),
  fHistoMeasNch(0x0),
  fHistoMCNch(0x0),
  fResonantDecay(0),
  fLctoV0bachelorOption(1),
  fGenLctoV0bachelorOption(0),
  fUseSelectionBit(kTRUE),
  fPDGcode(0),
  fMultiplicityEstimator(kNtrk10),
  fRefMult(9.26),
  fZvtxCorrectedNtrkEstimator(kFALSE),
  fIsPPData(kFALSE),
  fIsPPbData(kFALSE),
  fUseAdditionalCuts(kFALSE),
  fUseCutsForTMVA(kFALSE),
  fUseCascadeTaskForLctoV0bachelor(kFALSE),
  fCutOnMomConservation(0.00001),
  fObjSpr(0x0),
  fhSparseCutVar(0x0),
  fhPtCutVar(0x0),
  fhBptCutVar(0x0),
  fListBdecays(0x0),
  fQAHists(0x0)
{
  //
  // Constructor. Initialization of Inputs and Outputs
  //
  /*
    DefineInput(0) and DefineOutput(0)
    are taken care of by AliAnalysisTaskSE constructor
  */
  DefineOutput(1,TH1I::Class());
  DefineOutput(2,AliCFContainer::Class());
  DefineOutput(3,THnSparseD::Class());
  DefineOutput(4,AliRDHFCuts::Class());
  for(Int_t i=0; i<4; i++) fMultEstimatorAvg[i]=0;
  DefineOutput(5,TList::Class()); // slot #5 keeps the zvtx Ntrakclets correction profiles
  DefineOutput(6,THnSparseF::Class());
  DefineOutput(7,TH3F::Class());
  DefineOutput(8,TH1F::Class());
  DefineOutput(9,TList::Class());
  DefineOutput(10,TList::Class());

  fCuts->PrintAll();
}

//___________________________________________________________________________
AliCFTaskVertexingHFCutVarFDSub& AliCFTaskVertexingHFCutVarFDSub::operator=(const AliCFTaskVertexingHFCutVarFDSub& c)
{
  //
  // Assignment operator
  //
  if (this!=&c) {
    AliAnalysisTaskSE::operator=(c) ;
    fCFManager  = c.fCFManager;
    fHistEventsProcessed = c.fHistEventsProcessed;
    fCuts = c.fCuts;
    fFuncWeight = c.fFuncWeight;
    fHistoPtWeight = c.fHistoPtWeight;
    fHistoMeasNch = c.fHistoMeasNch;
    fHistoMCNch = c.fHistoMCNch;
    for(Int_t i=0; i<4; i++) fMultEstimatorAvg[i]=c.fMultEstimatorAvg[i];
    fObjSpr=c.fObjSpr;
    fhSparseCutVar=c.fhSparseCutVar;
    fhPtCutVar=c.fhPtCutVar;
    fhBptCutVar=c.fhBptCutVar;
    fListBdecays=c.fListBdecays;  // FIXME: TList copy contructor not implemented
    fQAHists=c.fQAHists;  // FIXME: TList copy contructor not implemented
  }
  return *this;
}

//___________________________________________________________________________
AliCFTaskVertexingHFCutVarFDSub::AliCFTaskVertexingHFCutVarFDSub(const AliCFTaskVertexingHFCutVarFDSub& c) :
  AliAnalysisTaskSE(c),
  fCFManager(c.fCFManager),
  fHistEventsProcessed(c.fHistEventsProcessed),
  fCorrelation(c.fCorrelation),
  fListProfiles(c.fListProfiles),
  fCountMC(c.fCountMC),
  fCountAcc(c.fCountAcc),
  fCountVertex(c.fCountVertex),
  fCountRefit(c.fCountRefit),
  fCountReco(c.fCountReco),
  fCountRecoAcc(c.fCountRecoAcc),
  fCountRecoITSClusters(c.fCountRecoITSClusters),
  fCountRecoPPR(c.fCountRecoPPR),
  fCountRecoPID(c.fCountRecoPID),
  fEvents(c.fEvents),
  fDecayChannel(c.fDecayChannel),
  fFillFromGenerated(c.fFillFromGenerated),
  fOriginDselection(c.fOriginDselection),
  fAcceptanceUnf(c.fAcceptanceUnf),
  fCuts(c.fCuts),
  fUseWeight(c.fUseWeight),
  fWeight(c.fWeight),
  fUseFlatPtWeight(c.fUseFlatPtWeight),
  fUseZWeight(c.fUseZWeight),
  fUseNchWeight(c.fUseNchWeight),
  fUseTrackletsWeight(c.fUseTrackletsWeight),
  fUseMultRatioAsWeight(c.fUseMultRatioAsWeight),
  fNvar(c.fNvar),
  fPartName(c.fPartName),
  fDauNames(c.fDauNames),
  fSign(c.fSign),
  fCentralitySelection(c.fCentralitySelection),
  fFakeSelection(c.fFakeSelection),
  fRejectIfNoQuark(c.fRejectIfNoQuark),
  fUseMCVertex(c.fUseMCVertex),
  fDsOption(c.fDsOption),
  fGenDsOption(c.fGenDsOption),
  fConfiguration(c.fConfiguration),
  fFuncWeight(c.fFuncWeight),
  fHistoPtWeight(c.fHistoPtWeight),
  fHistoMeasNch(c.fHistoMeasNch),
  fHistoMCNch(c.fHistoMCNch),
  fResonantDecay(c.fResonantDecay),
  fLctoV0bachelorOption(c.fLctoV0bachelorOption),
  fGenLctoV0bachelorOption(c.fGenLctoV0bachelorOption),
  fUseSelectionBit(c.fUseSelectionBit),
  fPDGcode(c.fPDGcode),
  fMultiplicityEstimator(c.fMultiplicityEstimator),
  fRefMult(c.fRefMult),
  fZvtxCorrectedNtrkEstimator(c.fZvtxCorrectedNtrkEstimator),
  fIsPPData(c.fIsPPData),
  fIsPPbData(c.fIsPPbData),
  fUseAdditionalCuts(c.fUseAdditionalCuts),
  fUseCutsForTMVA(c.fUseCutsForTMVA),
  fUseCascadeTaskForLctoV0bachelor(c.fUseCascadeTaskForLctoV0bachelor),
  fCutOnMomConservation(c.fCutOnMomConservation),
  fObjSpr(c.fObjSpr),
  fhSparseCutVar(c.fhSparseCutVar),
  fhPtCutVar(c.fhPtCutVar),
  fhBptCutVar(c.fhBptCutVar),
  fListBdecays(c.fListBdecays), // FIXME: TList copy contructor not implemented
  fQAHists(c.fQAHists) // FIXME: TList copy contructor not implemented
{
  //
  // Copy Constructor
  //
  for(Int_t i=0; i<4; i++) fMultEstimatorAvg[i]=c.fMultEstimatorAvg[i];
}

//___________________________________________________________________________
AliCFTaskVertexingHFCutVarFDSub::~AliCFTaskVertexingHFCutVarFDSub()
{
  //
  //destructor
  //
  if (fCFManager)           { delete fCFManager;           fCFManager=0x0;           }
  if (fHistEventsProcessed) { delete fHistEventsProcessed; fHistEventsProcessed=0x0; }
  if (fCorrelation)         { delete fCorrelation;         fCorrelation=0x0;         }
  if (fListProfiles)        { delete fListProfiles;        fListProfiles=0x0;        }
  if (fCuts)                { delete fCuts;                fCuts=0x0;                }
  if (fFuncWeight)          { delete fFuncWeight;          fFuncWeight=0x0;          }
  if (fHistoPtWeight)       { delete fHistoPtWeight;       fHistoPtWeight=0x0;       }
  if (fHistoMeasNch)        { delete fHistoMeasNch;        fHistoMeasNch=0x0;        }
  if (fHistoMCNch)          { delete fHistoMCNch;          fHistoMCNch=0x0;          }
  if (fObjSpr)              { delete fObjSpr;              fObjSpr=0x0;              }
  if (fhSparseCutVar)       { delete fhSparseCutVar;       fhSparseCutVar=0x0;       }
  if (fhPtCutVar)           { delete fhPtCutVar;           fhPtCutVar=0x0;           }
  if (fhBptCutVar)          { delete fhBptCutVar;          fhBptCutVar=0x0;          }
  if (fListBdecays)         { delete fListBdecays;         fListBdecays=0x0;         }
  if (fQAHists)             { delete fQAHists;             fQAHists=0x0;             }
  for(Int_t i=0; i<4; i++) {
    if(fMultEstimatorAvg[i]) { delete fMultEstimatorAvg[i]; fMultEstimatorAvg[i]=0x0; }
  }
}

//__________________________________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::Init()
{
  //
  // Initialization
  //

  if (fDebug>1) printf("AliCFTaskVertexingHFCutVarFDSub::Init()");
  if(fUseWeight && fUseZWeight) { AliFatal("Can not use at the same time pt and z-vtx weights, please choose"); return; }
  if(fUseWeight && fUseNchWeight) { AliInfo("Beware, using at the same time pt and Nch weights, please check"); }
  if(fUseNchWeight && !fHistoMCNch) { AliFatal("Need to pass the MC Nch distribution to use Nch weights"); return; }
  if(fUseNchWeight && !fHistoMeasNch) CreateMeasuredNchHisto();

  AliRDHFCuts *copyfCuts = 0x0;
  if (!fCuts){
    AliFatal("No cuts defined - Exiting...");
    return;
  }

  switch (fDecayChannel){
  case 2:{
    fPDGcode = 421;
    copyfCuts = new AliRDHFCutsD0toKpi(*(static_cast<AliRDHFCutsD0toKpi*>(fCuts)));
    switch (fConfiguration) {
    case kSnail:  // slow configuration: all variables in
      fNvar = 16;
      break;
    case kCheetah:// fast configuration: only pt_candidate, y, phi, ct, fake, z_vtx, centrality, multiplicity will be filled
      fNvar = 8;
      break;
    }
    fPartName="D0";
    fDauNames="K+pi";
    break;
  }
  case 21:{
    fPDGcode = 413;
    copyfCuts = new AliRDHFCutsDStartoKpipi(*(static_cast<AliRDHFCutsDStartoKpipi*>(fCuts)));
    switch (fConfiguration) {
    case kSnail:  // slow configuration: all variables in
      fNvar = 16;
      break;
    case kCheetah:// fast configuration: only pt_candidate, y, phi, ct, fake, z_vtx, centrality, multiplicity will be filled
      fNvar = 8;
      break;
    }
    fPartName="Dstar";
    fDauNames="K+pi+pi";
    break;
  }
  case 22:{
    fPDGcode = 4122;
    copyfCuts = new AliRDHFCutsLctoV0(*(static_cast<AliRDHFCutsLctoV0*>(fCuts)));
    switch (fConfiguration) {
    case kSnail:  // slow configuration: all variables in
      fNvar = 16;
      break;
    case kCheetah:// fast configuration: only pt_candidate, y, phi, ct, fake, z_vtx, centrality, multiplicity will be filled
      fNvar = 8;
      break;
    }
    fPartName="Lambdac";
    fDauNames="V0+bachelor";
    break;
  }
  case 31:{
    fPDGcode = 411;
    copyfCuts = new AliRDHFCutsDplustoKpipi(*(static_cast<AliRDHFCutsDplustoKpipi*>(fCuts)));
    switch (fConfiguration) {
    case kSnail:  // slow configuration: all variables in
      fNvar = 14;
      break;
    case kCheetah:// fast configuration: only pt_candidate, y, phi, ct, fake, z_vtx, centrality, multiplicity will be filled
      fNvar = 8;
      break;
    }
    fPartName="Dplus";
    fDauNames="K+pi+pi";
    break;
  }
  case 32:{
    fPDGcode = 4122;
    copyfCuts = new AliRDHFCutsLctopKpi(*(static_cast<AliRDHFCutsLctopKpi*>(fCuts)));
    switch (fConfiguration) {
    case kSnail:  // slow configuration: all variables in
      fNvar = 18;
      break;
    case kCheetah:// fast configuration: only pt_candidate, y, phi, ct, fake, z_vtx, centrality, multiplicity will be filled
      fNvar = 8;
      break;
    }
    fPartName="Lambdac";
    fDauNames="p+K+pi";
    break;
  }
  case 33:{
    fPDGcode = 431;
    copyfCuts = new AliRDHFCutsDstoKKpi(*(static_cast<AliRDHFCutsDstoKKpi*>(fCuts)));
    switch (fConfiguration) {
    case kSnail:  // slow configuration: all variables in
      fNvar = 14;
      break;
    case kCheetah:// fast configuration: only pt_candidate, y, phi, ct, fake, z_vtx, centrality, multiplicity will be filled
      fNvar = 8;
      break;
    }
    fPartName="Ds";
    fDauNames="K+K+pi";
    break;
  }
  case 4:{
    fPDGcode = 421;
    copyfCuts = new AliRDHFCutsD0toKpipipi(*(static_cast<AliRDHFCutsD0toKpipipi*>(fCuts)));
    switch (fConfiguration) {
    case kSnail:  // slow configuration: all variables in
      fNvar = 16;
      break;
    case kCheetah:// fast configuration: only pt_candidate, y, phi, ct, fake, z_vtx, centrality, multiplicity will be filled
      fNvar = 8;
      break;
    }
    fPartName="D0";
    fDauNames="K+pi+pi+pi";
    break;
  }
  default:
    AliFatal("The decay channel MUST be defined according to AliCFVertexing::DecayChannel - Exiting...");
    break;
  }

  const char* nameoutput=GetOutputSlot(4)->GetContainer()->GetName();
  if (copyfCuts){
    copyfCuts->SetName(nameoutput);

    //Post the data
    PostData(4, copyfCuts);
  }
  else{
    AliFatal("Failing initializing AliRDHFCuts object - Exiting...");
  }

  fListProfiles = new TList();
  fListProfiles->SetOwner();
  TString period[4];
  Int_t nProfiles=4;

  if (fIsPPbData) { //if pPb, use only two estimator histos
    period[0] = "LHC13b"; period[1] = "LHC13c";
    nProfiles = 2;
  } else {        // else assume pp (four histos for LHC10)
    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);
    }
  }

  // Save also the weight functions or histograms
  if(fFuncWeight) fListProfiles->Add(fFuncWeight);
  if(fHistoPtWeight) fListProfiles->Add(fHistoPtWeight);
  if(fHistoMeasNch) fListProfiles->Add(fHistoMeasNch);
  if(fHistoMCNch) fListProfiles->Add(fHistoMCNch);

  PostData(5,fListProfiles);

  return;
}

//_________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::UserExec(Option_t *)
{
  //
  // Main loop function
  //

  PostData(1,fHistEventsProcessed) ;
  PostData(2,fCFManager->GetParticleContainer()) ;
  PostData(3,fCorrelation);

  AliDebug(3,Form("*** Processing event %d\n", fEvents));

  if (fFillFromGenerated){
    AliWarning("Flag to fill container with generated value ON ---> dca, d0pi, d0K, d0xd0, cosPointingAngle will be set as dummy!");
  }

  if (!fInputEvent) {
    Error("UserExec","NO EVENT FOUND!");
    return;
  }

  AliAODEvent* aodEvent = dynamic_cast<AliAODEvent*>(fInputEvent);

  TClonesArray *arrayBranch=0;

  if(!aodEvent && 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.
    aodEvent = 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();

      switch (fDecayChannel){
      case 2:{
        arrayBranch=(TClonesArray*)aodFromExt->GetList()->FindObject("D0toKpi");
        break;
      }
      case 21:{
        arrayBranch=(TClonesArray*)aodFromExt->GetList()->FindObject("Dstar");
        break;
      }
      case 22:{
        arrayBranch=(TClonesArray*)aodFromExt->GetList()->FindObject("CascadesHF");
        break;
      }
      case 31:
      case 32:
      case 33:{
        arrayBranch=(TClonesArray*)aodFromExt->GetList()->FindObject("Charm3Prong");
        break;
      }
      case 4:{
        arrayBranch=(TClonesArray*)aodFromExt->GetList()->FindObject("Charm4Prong");
        break;
      }
      default:
        break;
      }
    }
  }
  else {
    switch (fDecayChannel){
    case 2:{
      arrayBranch=(TClonesArray*)aodEvent->GetList()->FindObject("D0toKpi");
      break;
    }
    case 21:{
      arrayBranch=(TClonesArray*)aodEvent->GetList()->FindObject("Dstar");
      break;
    }
    case 22:{
      arrayBranch=(TClonesArray*)aodEvent->GetList()->FindObject("CascadesHF");
      break;
    }
    case 31:
    case 32:
    case 33:{
      arrayBranch=(TClonesArray*)aodEvent->GetList()->FindObject("Charm3Prong");
      break;
    }
    case 4:{
      arrayBranch=(TClonesArray*)aodEvent->GetList()->FindObject("Charm4Prong");
      break;
    }
    default:
      break;
    }
  }

  AliAODVertex *aodVtx = (AliAODVertex*)aodEvent->GetPrimaryVertex();
  if (!aodVtx) {
    AliDebug(3, "The event was skipped due to missing vertex");
    return;
  }

  if (!arrayBranch) {
    AliError("Could not find array of HF vertices");
    return;
  }

  fEvents++;

  fCFManager->SetRecEventInfo(aodEvent);
  fCFManager->SetMCEventInfo(aodEvent);

  //******** DEFINE number of variables of the container***** for now set at 13, in the future in the config macro.

  //loop on the MC event

  TClonesArray* mcArray = dynamic_cast<TClonesArray*>(aodEvent->FindListObject(AliAODMCParticle::StdBranchName()));
  if (!mcArray) {
    AliError("Could not find Monte-Carlo in AOD");
    return;
  }
  Int_t icountMC = 0;
  Int_t icountAcc = 0;
  Int_t icountReco = 0;
  Int_t icountVertex = 0;
  Int_t icountRefit = 0;
  Int_t icountRecoAcc = 0;
  Int_t icountRecoITSClusters = 0;
  Int_t icountRecoPPR = 0;
  Int_t icountRecoPID = 0;
  Int_t cquarks = 0;

  AliAODMCHeader *mcHeader = dynamic_cast<AliAODMCHeader*>(aodEvent->GetList()->FindObject(AliAODMCHeader::StdBranchName()));
  if (!mcHeader) {
    AliError("Could not find MC Header in AOD");
    return;
  }

  fHistEventsProcessed->Fill(0.5);

  Double_t* containerInput = new Double_t[fNvar];
  Double_t* containerInputMC = new Double_t[fNvar];


  AliCFVertexingHF* cfVtxHF=0x0;
  switch (fDecayChannel){
  case 2:{
    cfVtxHF = new AliCFVertexingHF2Prong(mcArray, fOriginDselection);
    break;
  }
  case 21:{
    cfVtxHF = new AliCFVertexingHFCascade(mcArray, fOriginDselection);
    ((AliCFVertexingHFCascade*)cfVtxHF)->SetPDGcascade(413);
    ((AliCFVertexingHFCascade*)cfVtxHF)->SetPDGbachelor(211);
    ((AliCFVertexingHFCascade*)cfVtxHF)->SetPDGneutrDaugh(421);
    ((AliCFVertexingHFCascade*)cfVtxHF)->SetPDGneutrDaughForMC(421);
    ((AliCFVertexingHFCascade*)cfVtxHF)->SetPDGneutrDaughPositive(211);
    ((AliCFVertexingHFCascade*)cfVtxHF)->SetPDGneutrDaughNegative(321);
    ((AliCFVertexingHFCascade*)cfVtxHF)->SetPrimaryVertex(aodVtx);
    break;
  }
  case 22:{
    // Lc ->  K0S+proton
    if (fUseCascadeTaskForLctoV0bachelor){
      cfVtxHF = new AliCFVertexingHFCascade(mcArray, fOriginDselection);
      ((AliCFVertexingHFCascade*)cfVtxHF)->SetPDGcascade(4122);
      ((AliCFVertexingHFCascade*)cfVtxHF)->SetPDGbachelor(2212);
      ((AliCFVertexingHFCascade*)cfVtxHF)->SetPDGneutrDaugh(310);
      ((AliCFVertexingHFCascade*)cfVtxHF)->SetPDGneutrDaughForMC(311);
      ((AliCFVertexingHFCascade*)cfVtxHF)->SetPDGneutrDaughPositive(211);
      ((AliCFVertexingHFCascade*)cfVtxHF)->SetPDGneutrDaughNegative(211);
      ((AliCFVertexingHFCascade*)cfVtxHF)->SetPrimaryVertex(aodVtx);
      ((AliCFVertexingHFCascade*)cfVtxHF)->SetCutOnMomConservation(fCutOnMomConservation);
      if (fUseAdditionalCuts) ((AliCFVertexingHFCascade*)cfVtxHF)->SetUseCutsForTMVA(fUseCutsForTMVA);
    }
    else {
      cfVtxHF = new AliCFVertexingHFLctoV0bachelor(mcArray, fOriginDselection,fGenLctoV0bachelorOption);
    }
    break;
  }
  case 31:
    //  case 32:
  case 33:{
    cfVtxHF = new AliCFVertexingHF3Prong(mcArray, fOriginDselection, fDecayChannel);
    if(fDecayChannel==33){
      ((AliCFVertexingHF3Prong*)cfVtxHF)->SetGeneratedDsOption(fGenDsOption);
    }
    break;
  }
  case 32:{
    cfVtxHF = new AliCFVertexingHF3Prong(mcArray, fOriginDselection, fDecayChannel,fResonantDecay);
  }
  case 4:{
    //cfVtxHF = new AliCFVertexingHF4Prong(mcArray, originDselection);  // not there yet
    break;
  }
  default:
    break;
  }
  if (!cfVtxHF){
    AliError("No AliCFVertexingHF initialized");
    delete[] containerInput;
    delete[] containerInputMC;
    return;
  }

  Double_t zPrimVertex = aodVtx ->GetZ();
  Double_t zMCVertex = mcHeader->GetVtxZ();
  Int_t runnumber = aodEvent->GetRunNumber();

  // Multiplicity definition with tracklets
  Double_t nTracklets = 0;
  Int_t nTrackletsEta10 = static_cast<Int_t>(AliVertexingHFUtils::GetNumberOfTrackletsInEtaRange(aodEvent,-1.,1.));
  Int_t nTrackletsEta16 = static_cast<Int_t>(AliVertexingHFUtils::GetNumberOfTrackletsInEtaRange(aodEvent,-1.6,1.6));
  nTracklets = (Double_t)nTrackletsEta10;
  if(fMultiplicityEstimator==kNtrk10to16) { nTracklets = (Double_t)(nTrackletsEta16 - nTrackletsEta10); }

  // Apply the Ntracklets z-vtx data driven correction
  if(fZvtxCorrectedNtrkEstimator) {
    TProfile* estimatorAvg = GetEstimatorHistogram(aodEvent);
    if(estimatorAvg) {
      Int_t nTrackletsEta10Corr = static_cast<Int_t>(AliVertexingHFUtils::GetCorrectedNtracklets(estimatorAvg,nTrackletsEta10,zPrimVertex,fRefMult));
      Int_t nTrackletsEta16Corr = static_cast<Int_t>(AliVertexingHFUtils::GetCorrectedNtracklets(estimatorAvg,nTrackletsEta16,zPrimVertex,fRefMult));
      nTracklets = (Double_t)nTrackletsEta10Corr;
      if(fMultiplicityEstimator==kNtrk10to16) { nTracklets = (Double_t)(nTrackletsEta16Corr - nTrackletsEta10Corr); }
    }
  }


  fWeight=1.;
  if(fUseZWeight) fWeight *= GetZWeight(zMCVertex,runnumber);
  if(fUseNchWeight){
    Int_t nChargedMCPhysicalPrimary=AliVertexingHFUtils::GetGeneratedPhysicalPrimariesInEtaRange(mcArray,-1.0,1.0);
    if(!fUseTrackletsWeight) fWeight *= GetNchWeight(nChargedMCPhysicalPrimary);
    else fWeight *= GetNchWeight(static_cast<Int_t>(nTracklets));
    AliDebug(2,Form("Using Nch weights, Mult=%d Weight=%f\n",nChargedMCPhysicalPrimary,fWeight));
  }
  Double_t eventWeight=fWeight;

  if (TMath::Abs(zMCVertex) > fCuts->GetMaxVtxZ()){
    AliDebug(3,Form("z coordinate of MC vertex = %f, it was required to be within [-%f, +%f], skipping event", zMCVertex, fCuts->GetMaxVtxZ(), fCuts->GetMaxVtxZ()));
    delete[] containerInput;
    delete[] containerInputMC;
    delete cfVtxHF;
    return;
  }

  if(aodEvent->GetTriggerMask()==0 &&
     (runnumber>=195344 && runnumber<=195677)){
    AliDebug(3,"Event rejected because of null trigger mask");
    delete[] containerInput;
    delete[] containerInputMC;
    delete cfVtxHF;
    return;
  }

  AliESDtrackCuts** trackCuts = new AliESDtrackCuts*[cfVtxHF->GetNProngs()];
  if (fDecayChannel == 21){
    // for the D*, setting the third element of the array of the track cuts to those for the soft pion
    for (Int_t iProng = 0; iProng<cfVtxHF->GetNProngs()-1; iProng++){
      trackCuts[iProng]=fCuts->GetTrackCuts();
    }
    trackCuts[2] = fCuts->GetTrackCutsSoftPi();
  }
  else if (fDecayChannel == 22) {
    // for the Lc->V0+bachelor, setting the second and third elements of the array of the track cuts to those for the V0 daughters
    trackCuts[0]=fCuts->GetTrackCuts();
    trackCuts[1]=fCuts->GetTrackCutsV0daughters();
    trackCuts[2]=fCuts->GetTrackCutsV0daughters();
  }
  else {
    for (Int_t iProng = 0; iProng<cfVtxHF->GetNProngs(); iProng++){
      trackCuts[iProng]=fCuts->GetTrackCuts();
    }
  }

  //General settings: vertex, feed down and fill reco container with generated values.
  cfVtxHF->SetRecoPrimVertex(zPrimVertex);
  cfVtxHF->SetMCPrimaryVertex(zMCVertex);
  cfVtxHF->SetFillFromGenerated(fFillFromGenerated);
  cfVtxHF->SetNVar(fNvar);
  cfVtxHF->SetFakeSelection(fFakeSelection);
  cfVtxHF->SetRejectCandidateIfNotFromQuark(fRejectIfNoQuark);
  cfVtxHF->SetConfiguration(fConfiguration);

  // switch-off the trigger class selection (doesn't work for MC)
  fCuts->SetTriggerClass("");

  // MC vertex, to be used, in case, for pp
  if (fUseMCVertex) fCuts->SetUseMCVertex();

  if (fCentralitySelection){ // keep only the requested centrality

    if(fCuts->IsEventSelectedInCentrality(aodEvent)!=0) {
      delete[] containerInput;
      delete[] containerInputMC;
      delete [] trackCuts;
      delete cfVtxHF;
      return;
    }
  }  else { // keep all centralities
    fCuts->SetMinCentrality(0.);
    fCuts->SetMaxCentrality(100.);
  }

  Float_t centValue = 0.;
  if(!fIsPPData) centValue = fCuts->GetCentrality(aodEvent);
  cfVtxHF->SetCentralityValue(centValue);

  // multiplicity estimator with VZERO
  Double_t vzeroMult=0;
  AliAODVZERO *vzeroAOD = (AliAODVZERO*)aodEvent->GetVZEROData();
  if(vzeroAOD) vzeroMult = vzeroAOD->GetMTotV0A() +  vzeroAOD->GetMTotV0C();

  Double_t multiplicity = nTracklets; // set to the Ntracklet estimator
  if(fMultiplicityEstimator==kVZERO) { multiplicity = vzeroMult; }

  cfVtxHF->SetMultiplicity(multiplicity);

  //  printf("Multiplicity estimator %d, value %2.2f\n",fMultiplicityEstimator,multiplicity);

  for (Int_t iPart=0; iPart<mcArray->GetEntriesFast(); iPart++) {
    AliAODMCParticle* mcPart = dynamic_cast<AliAODMCParticle*>(mcArray->At(iPart));
    if (!mcPart){
      AliError("Failed casting particle from MC array!, Skipping particle");
      continue;
    }

    // Obtain B0 pt spectrum
    if ((((mcPart->GetPdgCode()%1000)/100==5||(mcPart->GetPdgCode()%1000)/100==-5)) &&
        (mcPart->Y()<1.)&&(mcPart->Y()>-1.)) {
      fhBptCutVar->Fill(mcPart->Pt());
    }

    //counting c quarks
    cquarks += cfVtxHF->MCcquarkCounting(mcPart);

    // check the MC-level cuts, must be the desidered particle
    if (!fCFManager->CheckParticleCuts(0, mcPart)) {
      AliDebug(2,"Check the MC-level cuts - not desidered particle");
      continue;  // 0 stands for MC level
    }
    else {
      AliDebug(3, Form("\n\n---> COOL! we found a particle (particle %d)!!! with PDG code = %d \n\n", iPart, mcPart->GetPdgCode()));
    }
    cfVtxHF->SetMCCandidateParam(iPart);


    if (!(cfVtxHF->SetLabelArray())){
      AliDebug(2,Form("Impossible to set the label array for particle %d (decaychannel = %d)", iPart, fDecayChannel));
      continue;
    }

    //check the candiate family at MC level
    if (!(cfVtxHF->CheckMCPartFamily(mcPart, mcArray))) {
      AliDebug(2,Form("Check on the family wrong for particle %d!!! (decaychannel = %d)", iPart, fDecayChannel));
      continue;
    }
    else{
      AliDebug(2,Form("Check on the family OK for particle %d!!! (decaychannel = %d)", iPart, fDecayChannel));
    }

    //Fill the MC container
    Bool_t mcContainerFilled = cfVtxHF -> FillMCContainer(containerInputMC);
    AliDebug(2, Form("particle = %d mcContainerFilled = %d", iPart, mcContainerFilled));
    if (mcContainerFilled) {
      if (fUseWeight){
        if (fHistoPtWeight) { // using an histogram as weight function
          AliDebug(2,"Using Histogram as Pt weight function");
          fWeight = eventWeight*GetPtWeightFromHistogram(containerInputMC[0]);
        }
        else if (fFuncWeight){ // using user-defined function
          AliDebug(2,"Using function");
          fWeight = eventWeight*fFuncWeight->Eval(containerInputMC[0]);
        }
        else{ // using FONLL
          AliDebug(2,"Using FONLL");
          fWeight = eventWeight*GetWeight(containerInputMC[0]);
        }
        AliDebug(2,Form("pt = %f, weight = %f",containerInputMC[0], fWeight));
      }
      if (!fCuts->IsInFiducialAcceptance(containerInputMC[0],containerInputMC[1])) {
        AliDebug(3, Form("Not in limited acceptance, containerInputMC[0] = %f, containerInputMC[1] = %f", containerInputMC[0], containerInputMC[1]));
        continue;
      }
      else{
        AliDebug(3, Form("YES!! in limited acceptance, containerInputMC[0] = %f, containerInputMC[1] = %f", containerInputMC[0],containerInputMC[1]));
      }

      //MC Limited Acceptance
      if (TMath::Abs(containerInputMC[1]) < 0.5) {
        fCFManager->GetParticleContainer()->Fill(containerInputMC,kStepGeneratedLimAcc, fWeight);
        AliDebug(3,"MC Lim Acc container filled\n");
      }

      //MC
      fCFManager->GetParticleContainer()->Fill(containerInputMC, kStepGenerated, fWeight);
      icountMC++;
      AliDebug(3,"MC container filled \n");

      // MC in acceptance
      // check the MC-Acceptance level cuts
      // since standard CF functions are not applicable, using Kine Cuts on daughters
      Bool_t mcAccepStep = cfVtxHF-> MCAcceptanceStep();
      if (mcAccepStep){
        fCFManager->GetParticleContainer()->Fill(containerInputMC,kStepAcceptance, fWeight);
        AliDebug(3,"MC acceptance cut passed\n");
        icountAcc++;
        if(fhPtCutVar){fObjSpr->FillGenStep(mcPart, mcPart->Pt(), fWeight, mcArray);}

        //MC Vertex step
        if (fCuts->IsEventSelected(aodEvent)){
          // filling the container if the vertex is ok
          fCFManager->GetParticleContainer()->Fill(containerInputMC,kStepVertex, fWeight) ;
          AliDebug(3,"Vertex cut passed and container filled\n");
          icountVertex++;

          //mc Refit requirement
          Bool_t mcRefitStep = cfVtxHF->MCRefitStep(aodEvent, &trackCuts[0]);
          if (mcRefitStep){
            fCFManager->GetParticleContainer()->Fill(containerInputMC,kStepRefit, fWeight);
            AliDebug(3,"MC Refit cut passed and container filled\n");
            icountRefit++;
          }
          else{
            AliDebug(3,"MC Refit cut not passed\n");
            continue;
          }
        }
        else{
          AliDebug (3, "MC vertex step not passed\n");
          continue;
        }
      }
      else{
        AliDebug (3, "MC in acceptance step not passed\n");
        continue;
      }
    }
    else {
      AliDebug (3, "MC container not filled\n");
    }
  }

  if (cquarks<2) AliDebug(2,Form("Event with %d c-quarks", cquarks));
  AliDebug(2,Form("Found %i MC particles that are %s!!",icountMC,fPartName.Data()));
  AliDebug(2,Form("Found %i MC particles that are %s and satisfy Acc cuts!!",icountAcc,fPartName.Data()));
  AliDebug(2,Form("Found %i MC particles that are %s and satisfy Vertex cuts!!",icountVertex,fPartName.Data()));
  AliDebug(2,Form("Found %i MC particles that are %s and satisfy Refit cuts!!",icountRefit,fPartName.Data()));

  // Now go to rec level
  fCountMC += icountMC;
  fCountAcc += icountAcc;
  fCountVertex+= icountVertex;
  fCountRefit+= icountRefit;

  AliDebug(2,Form("Found %d vertices for decay channel %d",arrayBranch->GetEntriesFast(),fDecayChannel));

  for(Int_t iCandid = 0; iCandid<arrayBranch->GetEntriesFast();iCandid++){
    AliAODRecoDecayHF* charmCandidate=0x0;
    switch (fDecayChannel){
    case 2:{
      charmCandidate = (AliAODRecoDecayHF2Prong*)arrayBranch->At(iCandid);
      break;
    }
    case 21:
    case 22:{
      charmCandidate = (AliAODRecoCascadeHF*)arrayBranch->At(iCandid);
      break;
    }
    case 31:
    case 32:
    case 33:{
      charmCandidate = (AliAODRecoDecayHF3Prong*)arrayBranch->At(iCandid);
      break;
    }
    case 4:{
      charmCandidate = (AliAODRecoDecayHF4Prong*)arrayBranch->At(iCandid);
      break;
    }
    default:
      break;
    }

    Bool_t unsetvtx=kFALSE;
    if(!charmCandidate->GetOwnPrimaryVtx()) {
      charmCandidate->SetOwnPrimaryVtx(aodVtx); // needed to compute all variables
      unsetvtx=kTRUE;
    }

    Bool_t signAssociation = cfVtxHF->SetRecoCandidateParam((AliAODRecoDecayHF*)charmCandidate);
    if (!signAssociation){
      if(unsetvtx) charmCandidate->UnsetOwnPrimaryVtx();
      continue;
    }

    Int_t isPartOrAntipart = cfVtxHF->CheckReflexion(fSign);
    if (isPartOrAntipart == 0){
      AliDebug(2, Form("The candidate pdg code doesn't match the requirement set in the task (fSign = %d)",fSign));
      if(unsetvtx) charmCandidate->UnsetOwnPrimaryVtx();
      continue;
    }

    AliDebug(3,Form("iCandid=%d - signAssociation=%d, isPartOrAntipart=%d",iCandid, signAssociation, isPartOrAntipart));

    Bool_t recoContFilled = cfVtxHF->FillRecoContainer(containerInput);
    AliDebug(3, Form("CF task: RecoContFilled for candidate %d is %d", iCandid, (Int_t)recoContFilled));
    if (recoContFilled){

      // weight according to pt
      if (fUseWeight){
        if (fHistoPtWeight) {
          AliDebug(2,"Using Histogram as Pt weight function");
          fWeight = eventWeight*GetPtWeightFromHistogram(containerInput[0]);
        }
        else if (fFuncWeight){ // using user-defined function
          AliDebug(2, "Using function");
          fWeight = eventWeight*fFuncWeight->Eval(containerInput[0]);
        }
        else{ // using FONLL
          AliDebug(2, "Using FONLL");
          fWeight = eventWeight*GetWeight(containerInput[0]);
        }
        AliDebug(2, Form("pt = %f, weight = %f",containerInput[0], fWeight));
      }

      if (!fCuts->IsInFiducialAcceptance(containerInput[0],containerInput[1])){
        if(unsetvtx) charmCandidate->UnsetOwnPrimaryVtx();
        continue;
      }
      //Reco Step
      Bool_t recoStep = cfVtxHF->RecoStep();
      if (recoStep) AliDebug(2, Form("particle = %d --> CF task: Reco step for candidate %d is %d", iCandid, iCandid, (Int_t)recoStep));
      Bool_t vtxCheck = fCuts->IsEventSelected(aodEvent);


      // Selection on the filtering bit
      Bool_t isBitSelected = kTRUE;
      if(fDecayChannel==2) {
        if(fUseSelectionBit && !charmCandidate->HasSelectionBit(AliRDHFCuts::kD0toKpiCuts)) isBitSelected = kFALSE;
      }else if(fDecayChannel==31){
        if(fUseSelectionBit && !charmCandidate->HasSelectionBit(AliRDHFCuts::kDplusCuts)) isBitSelected = kFALSE;
      }else if(fDecayChannel==33){
        if(fUseSelectionBit && !charmCandidate->HasSelectionBit(AliRDHFCuts::kDsCuts)) isBitSelected = kFALSE;
      }else if(fDecayChannel==32){
        if(fUseSelectionBit && !charmCandidate->HasSelectionBit(AliRDHFCuts::kLcCuts)) isBitSelected = kFALSE;
      }
      if(!isBitSelected){
        if(unsetvtx) charmCandidate->UnsetOwnPrimaryVtx();
        continue;
      }


      if (recoStep && recoContFilled && vtxCheck){
        fCFManager->GetParticleContainer()->Fill(containerInput,kStepReconstructed, fWeight) ;
        icountReco++;
        AliDebug(3,"Reco step  passed and container filled\n");

        //Reco in the acceptance -- take care of UNFOLDING!!!!
        Bool_t recoAcceptanceStep = cfVtxHF->RecoAcceptStep(&trackCuts[0]);
        if (recoAcceptanceStep) {
          fCFManager->GetParticleContainer()->Fill(containerInput,kStepRecoAcceptance, fWeight) ;
          icountRecoAcc++;
          AliDebug(3,"Reco acceptance cut passed and container filled\n");

          if(fAcceptanceUnf){
            Double_t fill[4]; //fill response matrix
            Bool_t bUnfolding = cfVtxHF -> FillUnfoldingMatrix(fPDGcode,fill);
            if (bUnfolding) fCorrelation->Fill(fill);
          }

          //Number of ITS cluster requirements
          Int_t recoITSnCluster = fCuts->IsSelected(charmCandidate, AliRDHFCuts::kTracks);
          if (recoITSnCluster){
            fCFManager->GetParticleContainer()->Fill(containerInput,kStepRecoITSClusters, fWeight) ;
            icountRecoITSClusters++;
            AliDebug(3,"Reco n ITS cluster cut passed and container filled\n");

            Bool_t iscutsusingpid = fCuts->GetIsUsePID();
            Int_t recoAnalysisCuts = -1, recoPidSelection = -1;
            fCuts->SetUsePID(kFALSE);
            recoAnalysisCuts = fCuts->IsSelected(charmCandidate, AliRDHFCuts::kCandidate, aodEvent);

            if (fDecayChannel==33){ // Ds case, where more possibilities are considered
              Bool_t keepDs=ProcessDs(recoAnalysisCuts);
              if(keepDs) recoAnalysisCuts=3;
            }
            else if (fDecayChannel==22){ // Lc->V0+bachelor case, where more possibilities are considered
              Bool_t keepLctoV0bachelor = ProcessLctoV0Bachelor(recoAnalysisCuts);
              if (keepLctoV0bachelor) recoAnalysisCuts=3;
              AliAnalysisManager *man = AliAnalysisManager::GetAnalysisManager();
              AliInputEventHandler* inputHandler = (AliInputEventHandler*) (man->GetInputEventHandler());
              AliPIDResponse* pidResponse = inputHandler->GetPIDResponse();
              if (fUseAdditionalCuts){
                if (!((AliCFVertexingHFCascade*)cfVtxHF)->CheckAdditionalCuts(pidResponse)) recoAnalysisCuts = -1;
              }
            }

            fCuts->SetUsePID(iscutsusingpid); //restoring usage of the PID from the cuts object
            Bool_t tempAn=(recoAnalysisCuts == 3 || recoAnalysisCuts == isPartOrAntipart);
            if (fDecayChannel == 22) tempAn = (recoAnalysisCuts == 3);
            if (fDecayChannel == 32) tempAn=(recoAnalysisCuts >0 || recoAnalysisCuts == isPartOrAntipart);

            if (tempAn){
              fCFManager->GetParticleContainer()->Fill(containerInput, kStepRecoPPR, fWeight);
              icountRecoPPR++;
              AliDebug(3,"Reco Analysis cuts passed and container filled \n");
              //pid selection
              //recoPidSelection = fCuts->IsSelected(charmCandidate, AliRDHFCuts::kPID);
              //if((fCuts->CombineSelectionLevels(3,recoAnalysisCuts,recoPidSelection)==isPartOrAntipart)||(fCuts->CombineSelectionLevels(3,recoAnalysisCuts,recoPidSelection)==3)){
              recoPidSelection = fCuts->IsSelected(charmCandidate, AliRDHFCuts::kCandidate, aodEvent);

              if (fDecayChannel==33){ // Ds case, where more possibilities are considered
                Bool_t keepDs=ProcessDs(recoPidSelection);
                if(keepDs) recoPidSelection=3;
              } else if (fDecayChannel==22){ // Lc->V0+bachelor case, where more possibilities are considered
                Bool_t keepLctoV0bachelor=ProcessLctoV0Bachelor(recoPidSelection);
                if (keepLctoV0bachelor) recoPidSelection=3;
              }

              Bool_t tempPid=(recoPidSelection == 3 || recoPidSelection == isPartOrAntipart);
              if (fDecayChannel == 22) tempPid = (recoPidSelection == 3);
              if (fDecayChannel == 32) tempPid=(recoPidSelection >0 || recoPidSelection == isPartOrAntipart);

              if (tempPid){
                Double_t weigPID = 1.;
                if (fDecayChannel == 2){ // D0 with Bayesian PID using weights
                  if(((AliRDHFCutsD0toKpi*)fCuts)->GetCombPID() && (((AliRDHFCutsD0toKpi*)fCuts)->GetBayesianStrategy() == AliRDHFCutsD0toKpi::kBayesWeight || ((AliRDHFCutsD0toKpi*)fCuts)->GetBayesianStrategy() == AliRDHFCutsD0toKpi::kBayesWeightNoFilter)){
                    if (isPartOrAntipart == 1){
                      weigPID = ((AliRDHFCutsD0toKpi*)fCuts)->GetWeightsNegative()[AliPID::kKaon] * ((AliRDHFCutsD0toKpi*)fCuts)->GetWeightsPositive()[AliPID::kPion];
                    }else if (isPartOrAntipart == 2){
                      weigPID = ((AliRDHFCutsD0toKpi*)fCuts)->GetWeightsPositive()[AliPID::kKaon] * ((AliRDHFCutsD0toKpi*)fCuts)->GetWeightsNegative()[AliPID::kPion];
                    }
                    if ((weigPID  < 0) || (weigPID > 1)) weigPID = 0.;
                  }
                }else if (fDecayChannel == 33){ // Ds with Bayesian PID using weights
                  if(((AliRDHFCutsDstoKKpi*)fCuts)->GetPidOption()==AliRDHFCutsDstoKKpi::kBayesianWeights){
                    Int_t labDau0=((AliAODTrack*)charmCandidate->GetDaughter(0))->GetLabel();
                    AliAODMCParticle* firstDau=(AliAODMCParticle*)mcArray->UncheckedAt(TMath::Abs(labDau0));
                    if(firstDau){
                      Int_t pdgCode0=TMath::Abs(firstDau->GetPdgCode());
                      if(pdgCode0==321){
                        weigPID=((AliRDHFCutsDstoKKpi*)fCuts)->GetWeightForKKpi();
                      }else if(pdgCode0==211){
                        weigPID=((AliRDHFCutsDstoKKpi*)fCuts)->GetWeightForpiKK();
                      }
                      if ((weigPID  < 0) || (weigPID > 1)) weigPID = 0.;
                    }else{
                      weigPID=0.;
                    }
                  }
                }
                fCFManager->GetParticleContainer()->Fill(containerInput, kStepRecoPID, fWeight*weigPID);

                AliAODRecoDecayHF2Prong *d0toKpi = (AliAODRecoDecayHF2Prong*)charmCandidate;
                fObjSpr->SetFillMC(kTRUE);
                fObjSpr->FillSparses(d0toKpi, recoAnalysisCuts, d0toKpi->Pt(),d0toKpi->InvMassD0(), d0toKpi->InvMassD0bar(), fWeight*weigPID, mcArray, aodEvent);

                icountRecoPID++;
                AliDebug(3,"Reco PID cuts passed and container filled \n");
                if(!fAcceptanceUnf){
                  Double_t fill[4]; //fill response matrix
                  Bool_t bUnfolding = cfVtxHF -> FillUnfoldingMatrix(fPDGcode,fill);
                  if (bUnfolding) fCorrelation->Fill(fill);
                }
              }
              else {
                AliDebug(3, "Analysis Cuts step not passed \n");
                if(unsetvtx) charmCandidate->UnsetOwnPrimaryVtx();
                continue;
              }
            }
            else {
              AliDebug(3, "PID selection not passed \n");
              if(unsetvtx) charmCandidate->UnsetOwnPrimaryVtx();
              continue;
            }
          }
          else{
            AliDebug(3, "Number of ITS cluster step not passed\n");
            if(unsetvtx) charmCandidate->UnsetOwnPrimaryVtx();
            continue;
          }
        }
        else{
          AliDebug(3, "Reco acceptance step not passed\n");
          if(unsetvtx) charmCandidate->UnsetOwnPrimaryVtx();
          continue;
        }
      }
      else {
        AliDebug(3, "Reco step not passed\n");
        if(unsetvtx) charmCandidate->UnsetOwnPrimaryVtx();
        continue;
      }
    }

    if(unsetvtx) charmCandidate->UnsetOwnPrimaryVtx();
  } // end loop on candidate

  fCountReco+= icountReco;
  fCountRecoAcc+= icountRecoAcc;
  fCountRecoITSClusters+= icountRecoITSClusters;
  fCountRecoPPR+= icountRecoPPR;
  fCountRecoPID+= icountRecoPID;

  fHistEventsProcessed->Fill(1.5);

  delete[] containerInput;
  delete[] containerInputMC;
  delete cfVtxHF;
  if (trackCuts){
    //  for (Int_t i=0; i<cfVtxHF->GetNProngs(); i++){
    //    delete [] trackCuts[i];
    //  }
    delete [] trackCuts;
  }


}

//___________________________________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::Terminate(Option_t*)
{
  // The Terminate() function is the last function to be called during
  // a query. It always runs on the client, it can be used to present
  // the results graphically or save the results to file.

  AliAnalysisTaskSE::Terminate();

  AliInfo(Form("Found %i MC particles that are %s in MC, in %d events",fCountMC,fPartName.Data(),fEvents));
  AliInfo(Form("Found %i MC particles that are %s in MC and satisfy Acc cuts, in %d events",fCountAcc,fPartName.Data(),fEvents));
  AliInfo(Form("Found %i MC particles that are %s in MC and satisfy Acc cuts, and satisfy Vertex requirement in %d events",fCountVertex,fPartName.Data(),fEvents));
  AliInfo(Form("Found %i MC particles that are %s in MC and satisfy Acc cuts, and satisfy ITS+TPC refit requirementin %d events",fCountRefit,fPartName.Data(),fEvents));
  AliInfo(Form("Found %i reco %s that are decaying in %s, in %d events",fCountReco,fPartName.Data(),fDauNames.Data(),fEvents));
  AliInfo(Form("Among the above, found %i reco %s that are decaying in %s and are in the requested acceptance, in %d events",fCountRecoAcc,fPartName.Data(),fDauNames.Data(),fEvents));
  AliInfo(Form("Among the above, found %i reco %s that are decaying in %s and have at least 5 clusters in ITS, in %d events",fCountRecoITSClusters,fPartName.Data(),fDauNames.Data(),fEvents));
  AliInfo(Form("Among the above, found %i reco %s that are decaying in %s and satisfy PPR cuts, in %d events",fCountRecoPPR,fPartName.Data(),fDauNames.Data(),fEvents));
  AliInfo(Form("Among the above, found %i reco %s that are decaying in %s and satisfy PPR+PID cuts, in %d events",fCountRecoPID,fPartName.Data(),fDauNames.Data(),fEvents));

  // draw some example plots....
  AliCFContainer *cont= dynamic_cast<AliCFContainer*> (GetOutputData(2));
  if(!cont) {
    printf("CONTAINER NOT FOUND\n");
    return;
  }
  // projecting the containers to obtain histograms
  // first argument = variable, second argument = step

  TH1D** h = new TH1D*[3];
  Int_t nvarToPlot = 0;
  if (fConfiguration == kSnail){
    //h = new TH1D[3][12];
    for (Int_t ih = 0; ih<3; ih++){
      if(fDecayChannel==22){
        nvarToPlot = 16;
      } else {
        nvarToPlot = 12;
      }
      h[ih] = new TH1D[nvarToPlot];
    }
    for(Int_t iC=1;iC<nvarToPlot; iC++){
      // MC-level
      h[0][iC] =   *(cont->ShowProjection(iC,0));
      // MC-Acceptance level
      h[1][iC] =   *(cont->ShowProjection(iC,1));
      // Reco-level
      h[2][iC] =   *(cont->ShowProjection(iC,4));
    }
  }
  else {
    //h = new TH1D[3][12];
    nvarToPlot = 8;
    for (Int_t ih = 0; ih<3; ih++){
      h[ih] = new TH1D[nvarToPlot];
    }
    for(Int_t iC=0;iC<nvarToPlot; iC++){
      // MC-level
      h[0][iC] =   *(cont->ShowProjection(iC,0));
      // MC-Acceptance level
      h[1][iC] =   *(cont->ShowProjection(iC,1));
      // Reco-level
      h[2][iC] =   *(cont->ShowProjection(iC,4));
    }
  }
  TString* titles;
  //Int_t nvarToPlot = 0;
  if (fConfiguration == kSnail){
    if(fDecayChannel==31){
      //nvarToPlot = 12;
      titles = new TString[nvarToPlot];
      titles[0]="pT_Dplus (GeV/c)";
      titles[1]="rapidity";
      titles[2]="phi (rad)";
      titles[3]="cT (#mum)";
      titles[4]="cosPointingAngle";
      titles[5]="pT_1 (GeV/c)";
      titles[6]="pT_2 (GeV/c)";
      titles[7]="pT_3 (GeV/c)";
      titles[8]="d0_1 (#mum)";
      titles[9]="d0_2 (#mum)";
      titles[10]="d0_3 (#mum)";
      titles[11]="zVertex (cm)";
    } else if (fDecayChannel==22) {
      //nvarToPlot = 16;
      titles = new TString[nvarToPlot];
      titles[0]="p_{T}(#Lambda_{c}) [GeV/c]";
      titles[1]="y(#Lambda_{c})";
      titles[2]="#varphi(#Lambda_{c}) [rad]";
      titles[3]="onTheFlyStatusV0";
      titles[4]="z_{vtx} [cm]";
      titles[5]="centrality";
      titles[6]="fake";
      titles[7]="multiplicity";
      //titles[8]="pT(bachelor) [GeV/c]";
      titles[8]="p(bachelor) [GeV/c]";
      titles[9]="p_{T}(V0) [GeV/c]";
      titles[10]="y(V0)";
      titles[11]="#varphi(V0) [rad]";
      titles[12]="m_{inv}(#pi^{+}#pi^{+}) [GeV/c^{2}]";
      titles[13]="dcaV0 (nSigma)";
      titles[14]="cosine pointing angle (V0)";
      titles[15]="cosine pointing angle (#Lambda_{c})";
      //titles[16]="c#tauV0 (#mum)";
      //titles[17]="c#tau (#mum)";
    } else {
      //nvarToPlot = 12;
      titles = new TString[nvarToPlot];
      titles[0]="pT_D0 (GeV/c)";
      titles[1]="rapidity";
      titles[2]="cosThetaStar";
      titles[3]="pT_pi (GeV/c)";
      titles[4]="pT_K (Gev/c)";
      titles[5]="cT (#mum)";
      titles[6]="dca (#mum)";
      titles[7]="d0_pi (#mum)";
      titles[8]="d0_K (#mum)";
      titles[9]="d0xd0 (#mum^2)";
      titles[10]="cosPointingAngle";
      titles[11]="phi (rad)";
    }
  }
  else {
    //nvarToPlot = 8;
    titles = new TString[nvarToPlot];
    if (fDecayChannel==22) {
      titles[0]="p_{T}(#Lambda_{c}) [GeV/c]";
      titles[1]="y(#Lambda_{c})";
      titles[2]="#varphi(#Lambda_{c}) [rad]";
      titles[3]="onTheFlyStatusV0";
      titles[4]="z_{vtx} [cm]";
      titles[5]="centrality";
      titles[6]="fake";
      titles[7]="multiplicity";
    } else {
      titles[0]="pT_candidate (GeV/c)";
      titles[1]="rapidity";
      titles[2]="cT (#mum)";
      titles[3]="phi";
      titles[4]="z_{vtx}";
      titles[5]="centrality";
      titles[6]="fake";
      titles[7]="multiplicity";
    }
  }

  Int_t markers[16]={20,24,21,25,27,28,
                     20,24,21,25,27,28,
                     20,24,21,25};
  Int_t colors[3]={2,8,4};
  for(Int_t iC=0;iC<nvarToPlot; iC++){
    for(Int_t iStep=0;iStep<3;iStep++){
      h[iStep][iC].SetTitle(titles[iC].Data());
      h[iStep][iC].GetXaxis()->SetTitle(titles[iC].Data());
      Double_t maxh=h[iStep][iC].GetMaximum();
      h[iStep][iC].GetYaxis()->SetRangeUser(0,maxh*1.2);
      h[iStep][iC].SetMarkerStyle(markers[iC]);
      h[iStep][iC].SetMarkerColor(colors[iStep]);
    }
  }

  gStyle->SetCanvasColor(0);
  gStyle->SetFrameFillColor(0);
  gStyle->SetTitleFillColor(0);
  gStyle->SetStatColor(0);

  // drawing in 2 separate canvas for a matter of clearity
  TCanvas * c1 =new TCanvas(Form("c1New_%d",fDecayChannel),"Vars 0, 1, 2, 3",1100,1200);
  c1->Divide(3,4);
  Int_t iPad=1;
  for(Int_t iVar=0; iVar<4; iVar++){
    c1->cd(iPad++);
    h[0][iVar].DrawCopy("p");
    c1->cd(iPad++);
    h[1][iVar].DrawCopy("p");
    c1->cd(iPad++);
    h[2][iVar].DrawCopy("p");
  }

  TCanvas * c2 =new TCanvas(Form("c2New_%d",fDecayChannel),"Vars 4, 5, 6, 7",1100,1200);
  c2->Divide(3,4);
  iPad=1;
  for(Int_t iVar=4; iVar<8; iVar++){
    c2->cd(iPad++);
    h[0][iVar].DrawCopy("p");
    c2->cd(iPad++);
    h[1][iVar].DrawCopy("p");
    c2->cd(iPad++);
    h[2][iVar].DrawCopy("p");
  }

  if (fConfiguration == kSnail){
    TCanvas * c3 =new TCanvas(Form("c3New_%d",fDecayChannel),"Vars 8, 9, 10, 11",1100,1200);
    c3->Divide(3,4);
    iPad=1;
    for(Int_t iVar=8; iVar<12; iVar++){
      c3->cd(iPad++);
      h[0][iVar].DrawCopy("p");
      c3->cd(iPad++);
      h[1][iVar].DrawCopy("p");
      c3->cd(iPad++);
      h[2][iVar].DrawCopy("p");
    }
    if (fDecayChannel==22) {
      TCanvas * c4 =new TCanvas(Form("c4New_%d",fDecayChannel),"Vars 12, 13, 14, 15",1100,1200);
      c4->Divide(3,4);
      iPad=1;
      for(Int_t iVar=12; iVar<16; iVar++){
        c4->cd(iPad++);
        h[0][iVar].DrawCopy("p");
        c4->cd(iPad++);
        h[1][iVar].DrawCopy("p");
        c4->cd(iPad++);
        h[2][iVar].DrawCopy("p");
      }
    }
  }

  /*
    THnSparseD* hcorr = dynamic_cast<THnSparseD*> (GetOutputData(3));

    TH2D* corr1 = hcorr->Projection(0,2);
    TH2D* corr2 = hcorr->Projection(1,3);

    TCanvas * c7 =new TCanvas(Form("c7New_%d",fDecayChannel),"",800,400);
    c7->Divide(2,1);
    c7->cd(1);
    corr1->DrawCopy("text");
    c7->cd(2);
    corr2->DrawCopy("text");
  */
  TFile* file_projection = new TFile("CFtaskHFprojectionNew.root","RECREATE");

  //  corr1->Write();
  //  corr2->Write();

  for(Int_t iC=0;iC<nvarToPlot; iC++){
    for(Int_t iStep=0;iStep<3;iStep++){
      h[iStep][iC].Write(Form("Step%d_%s",iStep,titles[iC].Data()));
    }
  }
  file_projection->Close();
  for (Int_t ih = 0; ih<3; ih++) delete [] h[ih];
  delete [] h;
  delete [] titles;

}

//___________________________________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::UserCreateOutputObjects()
{
  //HERE ONE CAN CREATE OUTPUT OBJECTS, IN PARTICULAR IF THE OBJECT PARAMETERS DON'T NEED
  //TO BE SET BEFORE THE EXECUTION OF THE TASK
  //
  Info("UserCreateOutputObjects","CreateOutputObjects of task %s\n", GetName());

  //slot #1
  OpenFile(1);
  const char* nameoutput=GetOutputSlot(1)->GetContainer()->GetName();
  fHistEventsProcessed = new TH1I(nameoutput,"",2,0,2) ;
  fHistEventsProcessed->GetXaxis()->SetBinLabel(1,"Events processed (all)");
  fHistEventsProcessed->GetXaxis()->SetBinLabel(2,"Events analyzed (after selection)");

  if(!fObjSpr){
    fObjSpr=new AliHFsubtractBFDcuts("feedDownCuts","feedDownCuts");
    fObjSpr->InitHistos();
    fhSparseCutVar=fObjSpr->GetSparseMC();
    fhPtCutVar=fObjSpr->GetHistoPtMCgen();
    fListBdecays=fObjSpr->GetDecayStrings();
    fQAHists=fObjSpr->GetQAhists();
  }

  fhBptCutVar = new TH1F("hBptCutVar", "B meson #it{p}_{T} spectrum;#it{p}_{T};Counts (a.u.)",201,0.,50.25);

  PostData( 1,fHistEventsProcessed) ;
  PostData( 2,fCFManager->GetParticleContainer()) ;
  PostData( 3,fCorrelation) ;
  PostData( 6,fhSparseCutVar);
  PostData( 7,fhPtCutVar);
  PostData( 8,fhBptCutVar);
  PostData( 9,fListBdecays);
  PostData(10,fQAHists);
}


//_________________________________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::SetPtWeightsFromFONLL276overLHC12a17a(){
  // ad-hoc weight function from ratio of
  // pt spectra from FONLL 2.76 TeV and
  // pt spectra from MC production LHC12a17a (PYTHIA Perugia0 with pthard bins)
  if(fFuncWeight) delete fFuncWeight;
  fFuncWeight=new TF1("funcWeight","[0]+[1]*TMath::Exp(-[2]*x)",0.,50.);
  fFuncWeight->SetParameter(0,4.63891e-02);
  fFuncWeight->SetParameter(1,1.51674e+01);
  fFuncWeight->SetParameter(2,4.09941e-01);
  fUseWeight=kTRUE;
}
//_________________________________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::SetPtWeightsFromDataPbPb276overLHC12a17a(){
  // ad-hoc weight function from ratio of
  // D0 pt spectra in PbPb 2011 0-10% centrality and
  // pt spectra from MC production LHC12a17a (PYTHIA Perugia0 with pthard bins)
  if(fFuncWeight) delete fFuncWeight;
  fFuncWeight=new TF1("funcWeight","[0]+[1]/TMath::Power(x,[2])",0.05,50.);
  fFuncWeight->SetParameter(0,1.43116e-02);
  fFuncWeight->SetParameter(1,4.37758e+02);
  fFuncWeight->SetParameter(2,3.08583);
  fUseWeight=kTRUE;
}

//_________________________________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::SetPtWeightsFromFONLL276overLHC12a17b(){
  // weight function from the ratio of the LHC12a17b MC
  // and FONLL calculations for pp data
  if(fFuncWeight) delete fFuncWeight;
  fFuncWeight=new TF1("funcWeight","([0]*x)/TMath::Power([2],(1+TMath::Power([3],x/[1])))+[4]*TMath::Exp([5]+[6]*x)+[7]*TMath::Exp([8]*x)",0.15,50.);
  fFuncWeight->SetParameters(1.92381e+01, 5.05055e+00, 1.05314e+01, 2.5, 1.88214e-03, 3.44871e+00, -9.74325e-02, 1.97671e+00, -3.21278e-01);
  fUseWeight=kTRUE;
}

//_________________________________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::SetPtWeightsFromFONLL276andBAMPSoverLHC12a17b(){
  // weight function from the ratio of the LHC12a17b MC
  // and FONLL calculations for pp data
  // corrected by the BAMPS Raa calculation for 30-50% CC
  if(fFuncWeight) delete fFuncWeight;
  fFuncWeight=new TF1("funcWeight","([0]*x)/TMath::Power([2],(1+TMath::Power([3],x/[1])))+[4]*TMath::Exp([5]+[6]*x)+[7]*TMath::Exp([8]*x)",0.15,50.);
  fFuncWeight->SetParameters(6.10443e+00, 1.53487e+00, 1.99474e+00, 2.5, 5.51172e-03, 5.86590e+00, -5.46963e-01, 9.41201e-02, -1.64323e-01);
  fUseWeight=kTRUE;
}

//_________________________________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::SetPtWeightsFromFONLL5overLHC13d3(){
  // weight function from the ratio of the LHC13d3 MC
  // and FONLL calculations for pp data
  if(fFuncWeight) delete fFuncWeight;
  fFuncWeight=new TF1("funcWeight","([0]*x)/TMath::Power([2],(1+TMath::Power([3],x/[1])))+[4]*TMath::Exp([5]+[6]*x)+[7]*TMath::Exp([8]*x)",0.15,30.);
  fFuncWeight->SetParameters(2.94999e+00,3.47032e+00,2.81278e+00,2.5,1.93370e-02,3.86865e+00,-1.54113e-01,8.86944e-02,2.56267e-02);
  fUseWeight=kTRUE;
}

//_________________________________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::SetPtWeightsFromFONLL7overLHC10f6a(){
  // weight function from the ratio of the LHC10f6a MC
  // and FONLL calculations for pp data
  if(fFuncWeight) delete fFuncWeight;
  fFuncWeight=new TF1("funcWeight","([0]*x)/TMath::Power([2],(1+TMath::Power([3],x/[1])))+[4]*TMath::Exp([5]+[6]*x)+[7]*TMath::Exp([8]*x)",0.15,40.);
  fFuncWeight->SetParameters(2.41522e+01,4.92146e+00,6.72495e+00,2.5,6.15361e-03,4.78995e+00,-4.29135e-01,3.99421e-01,-1.57220e-02);
  fUseWeight=kTRUE;
}

//_________________________________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::SetPtWeightsFromFONLL7overLHC12a12(){
  // weight function from the ratio of the LHC12a12 MC
  // and FONLL calculations for pp data
  if(fFuncWeight) delete fFuncWeight;
  fFuncWeight=new TF1("funcWeight","([0]*x)/TMath::Power([2],(1+TMath::Power([3],x/[1])))+[4]*TMath::Exp([5]+[6]*x)+[7]*TMath::Exp([8]*x+[9])",0.15,50.);
  fFuncWeight->SetParameters(1.31497e+01,3.30503e+00,3.45594e+00,2.5,2.28642e-02,1.42372e+00,2.32892e-04,5.21986e-02,-2.14236e-01,3.86200e+00);
  fUseWeight=kTRUE;
}

//_________________________________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::SetPtWeightsFromFONLL7overLHC12a12bis(){
  // weight function from the ratio of the LHC12a12bis MC
  // and FONLL calculations for pp data
  if(fFuncWeight) delete fFuncWeight;
  fFuncWeight=new TF1("funcWeight","([0]*x)/TMath::Power([2],(1+TMath::Power([3],x/[1])))+[4]*TMath::Exp([5]+[6]*x)+[7]*TMath::Exp([8]*x+[9])",0.15,50.);
  fFuncWeight->SetParameters(6.54519e+00,2.74007e+00,2.48325e+00,2.5,1.61113e-01,-5.32546e-01,-3.75916e-04,2.38189e-01,-2.17561e-01,2.35975e+00);
  fUseWeight=kTRUE;
}

//_________________________________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::SetPtWeightsFromFONLL7overLHC13e2fix(){
  // weight function from the ratio of the LHC13e2fix MC
  // and FONLL calculations for pp data
  if(fFuncWeight) delete fFuncWeight;
  fFuncWeight=new TF1("funcWeight","([0]*x)/TMath::Power([2],(1+TMath::Power([3],x/[1])))+[4]*TMath::Exp([5]+[6]*x)+[7]*TMath::Exp([8]*x+[9])",0.15,50.);
  fFuncWeight->SetParameters(1.85862e+01,2.48171e+00,3.39356e+00,2.5,1.70426e-02,2.28453e+00,-4.57749e-02,5.84585e-02,-3.19719e-01,4.16789e+00);
  fUseWeight=kTRUE;
}

//________________________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::SetPtWeightsFromFONLL5overLHC10f6a(){
  // weight function from the ratio of the LHC10f6a MC
  // and FONLL calculations for pp data
  if(fFuncWeight) delete fFuncWeight;
  fFuncWeight=new TF1("funcWeight","([0]*x)/TMath::Power([2],(1+TMath::Power([3],x/[1])))+[4]*TMath::Exp([5]+[6]*x)+[7]*TMath::Exp([8]*x)",0.15,40.);
  fFuncWeight->SetParameters(2.77730e+01,4.78942e+00,7.45378e+00,2.5,9.86255e-02,2.30120e+00,-4.16435e-01,3.43770e-01,-2.29380e-02);
  fUseWeight=kTRUE;
}

//________________________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::SetPtWeightsFromFONLL276overLHC10f6a(){
  // weight function from the ratio of the LHC10f6a MC
  // and FONLL calculations for pp data
  if(fFuncWeight) delete fFuncWeight;
  fFuncWeight=new TF1("funcWeight","([0]*x)/TMath::Power([2],(1+TMath::Power([3],x/[1])))+[4]*TMath::Exp([5]+[6]*x)+[7]*TMath::Exp([8]*x+[9])",0.15,40.);
  fFuncWeight->SetParameters(1.34412e+01,3.20068e+00,5.14481e+00,2.5,7.59405e-04,7.51821e+00,-3.93811e-01,2.16849e-02,-3.37768e-02,2.40308e+00);
  fUseWeight=kTRUE;
}

//_________________________________________________________________________
Double_t AliCFTaskVertexingHFCutVarFDSub::GetWeight(Float_t pt)
{
  //
  // calculating the weight to fill the container
  //

  // FNOLL central:
  // p0 = 1.63297e-01 --> 0.322643
  // p1 = 2.96275e+00
  // p2 = 2.30301e+00
  // p3 = 2.50000e+00

  // PYTHIA
  // p0 = 1.85906e-01 --> 0.36609
  // p1 = 1.94635e+00
  // p2 = 1.40463e+00
  // p3 = 2.50000e+00

  Double_t func1[4] = {0.322643,2.96275,2.30301,2.5};
  Double_t func2[4] = {0.36609,1.94635,1.40463,2.5};

  Double_t dndpt_func1 = dNdptFit(pt,func1);
  if(fUseFlatPtWeight) dndpt_func1 = 1./30.;
  Double_t dndpt_func2 = dNdptFit(pt,func2);
  AliDebug(2,Form("pt = %f, FONLL = %f, Pythia = %f, ratio = %f",pt,dndpt_func1,dndpt_func2,dndpt_func1/dndpt_func2));
  return dndpt_func1/dndpt_func2;
}

//__________________________________________________________________________________________________
Double_t AliCFTaskVertexingHFCutVarFDSub::dNdptFit(Float_t pt, Double_t* par)
{
  //
  // calculating dNdpt
  //

  Double_t denom =  TMath::Power((pt/par[1]), par[3] );
  Double_t dNdpt = par[0]*pt/TMath::Power(1.+denom, par[2]);

  return dNdpt;
}

//_________________________________________________________________________
Double_t AliCFTaskVertexingHFCutVarFDSub::GetPtWeightFromHistogram(Float_t pt)
{
  //
  // Using an histogram as weight function
  //  weight = 0 in the range outside the function
  //
  Double_t weight = 0.0;
  Int_t histoNbins = fHistoPtWeight->GetNbinsX();
  Int_t histobin = fHistoPtWeight->FindBin(pt);
  if( (histobin>0) && (histobin<=histoNbins) ) {
    weight = fHistoPtWeight->GetBinContent(histobin);
  }

  return weight;
}

//__________________________________________________________________________________________________
Double_t AliCFTaskVertexingHFCutVarFDSub::GetZWeight(Float_t z, Int_t runnumber){
  //
  //  calculating the z-vtx weight for the given run range
  //

  if(runnumber>146824 || runnumber<146803) return 1.0;

  Double_t func1[3] = {1.0, -0.5, 6.5 };
  Double_t func2[3] = {1.0, -0.5, 5.5 };

  Double_t dzFunc1 = DodzFit(z,func1);
  Double_t dzFunc2 = DodzFit(z,func2);

  return dzFunc1/dzFunc2;
}

//__________________________________________________________________________________________________
Double_t AliCFTaskVertexingHFCutVarFDSub::DodzFit(Float_t z, Double_t* par) {

  //
  // Gaussian z-vtx shape
  //
  //gaussian = [0]/TMath::Sqrt(2.*TMath::Pi())/[2]*exp[-(x-[1])*(x-[1])/(2*[2]*[2])]

  Double_t value =  par[0]/TMath::Sqrt(2.*TMath::Pi())/par[2]*TMath::Exp(-(z-par[1])*(z-par[1])/2./par[2]/par[2]);

  return value;
}
//__________________________________________________________________________________________________
Double_t AliCFTaskVertexingHFCutVarFDSub::GetNchWeight(Int_t nch){
  //
  //  calculates the Nch weight using the measured and generateed Nch distributions
  //
  if(nch<=0) return 0.;
  if(!fHistoMeasNch || !fHistoMCNch) { AliError("Input histos to evaluate Nch weights missing"); return 0.; }
  Double_t pMeas=fHistoMeasNch->GetBinContent(fHistoMeasNch->FindBin(nch));
  Double_t pMC=fHistoMCNch->GetBinContent(fHistoMCNch->FindBin(nch));
  Double_t weight = pMC>0 ? pMeas/pMC : 0.;
  if(fUseMultRatioAsWeight)  weight = pMC;
  return weight;
}
//__________________________________________________________________________________________________
void AliCFTaskVertexingHFCutVarFDSub::CreateMeasuredNchHisto(){
  // creates historgam with measured multiplcity distribution in pp 7 TeV collisions (from Eur. Phys. J. C (2010) 68: 345–354)
  //
  // for Nch  > 70 the points were obtained with a double NBD distribution fit
  // 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.);
  }
}

//__________________________________________________________________________________________________
Bool_t AliCFTaskVertexingHFCutVarFDSub::ProcessDs(Int_t recoAnalysisCuts) const{
  // processes output of Ds is selected
  Bool_t keep=kFALSE;
  if(recoAnalysisCuts > 0){
    Int_t isKKpi=recoAnalysisCuts&1;
    Int_t ispiKK=recoAnalysisCuts&2;
    Int_t isPhiKKpi=recoAnalysisCuts&4;
    Int_t isPhipiKK=recoAnalysisCuts&8;
    Int_t isK0starKKpi=recoAnalysisCuts&16;
    Int_t isK0starpiKK=recoAnalysisCuts&32;
    if(fDsOption==1){
      if(isKKpi && isPhiKKpi) keep=kTRUE;
      if(ispiKK && isPhipiKK) keep=kTRUE;
    }
    else if(fDsOption==2){
      if(isKKpi && isK0starKKpi) keep=kTRUE;
      if(ispiKK && isK0starpiKK) keep=kTRUE;
    }
    else if(fDsOption==3)keep=kTRUE;
  }
  return keep;
}
//__________________________________________________________________________________________________
Bool_t AliCFTaskVertexingHFCutVarFDSub::ProcessLctoV0Bachelor(Int_t recoAnalysisCuts) const{
  // processes output of Lc->V0+bnachelor is selected
  Bool_t keep=kFALSE;
  if(recoAnalysisCuts > 0){

    Int_t isK0Sp = recoAnalysisCuts&1;
    Int_t isLambdaBarpi = recoAnalysisCuts&2;
    Int_t isLambdapi = recoAnalysisCuts&4;

    if(fLctoV0bachelorOption==1){
      if(isK0Sp) keep=kTRUE;
    }
    else if(fLctoV0bachelorOption==2){
      if(isLambdaBarpi) keep=kTRUE;
    }
    else if(fLctoV0bachelorOption==4){
      if(isLambdapi) keep=kTRUE;
    }
    else if(fLctoV0bachelorOption==7) {
      if (isK0Sp || isLambdaBarpi || isLambdapi) keep=kTRUE;
    }
  }
  return keep;
}

//____________________________________________________________________________
TProfile* AliCFTaskVertexingHFCutVarFDSub::GetEstimatorHistogram(const AliVEvent* event){
  // Get Estimator Histogram from period event->GetRunNumber();
  //
  // If you select SPD tracklets in |eta|<1 you should use type == 1
  //

  Int_t runNo  = event->GetRunNumber();
  Int_t period = -1;   // pp:  0-LHC10b, 1-LHC10c, 2-LHC10d, 3-LHC10e
                       // pPb: 0-LHC13b, 1-LHC13c

  if (fIsPPbData) {    // setting run numbers for LHC13 if pPb
    if (runNo>195343 && runNo<195484) period = 0;
    if (runNo>195528 && runNo<195678) period = 1;
    if (period<0 || period>1) return 0;
  } else {             //else assume pp 2010
    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<130841) period = 3;
    if(period<0 || period>3) return 0;
  }

  return fMultEstimatorAvg[period];
}