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-/**************************************************************************
-* Copyright(c) 1998-1999, 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.                  *
-**************************************************************************/
-//
-// The analysis task:
-// Filling an AliCFContainer with the quantities pt, eta and phi
-// for tracks which survivied the particle cuts (MC resp. ESD tracks)
-// Track selection is done using the AliHFE package
-// 
-// Author:
-//  Raphaelle Bailhache <R.Bailhache@gsi.de>
-//  Markus Fasel <M.Fasel@gsi.de>
-//  Matus Kalisky <matus.kalisky@cern.ch>
-//  MinJung Kweon <minjung@physi.uni-heidelberg.de>
-//
-#include <TAxis.h>
-#include <TBits.h>
-#include <TCanvas.h>
-#include <TChain.h>
-#include <TDirectory.h>
-#include <TFile.h>
-#include <TH3D.h>
-#include <TIterator.h>
-#include <TList.h>
-#include <TLegend.h>
-#include <TMath.h>
-#include <TObjArray.h>
-#include <TObjString.h>
-#include <TParticle.h>
-#include <TProfile.h>
-#include <TString.h>
-#include <TF1.h>
-#include <TTree.h>
-
-#include "AliAnalysisManager.h"
-#include "AliAODInputHandler.h"
-#include "AliAODMCParticle.h"
-#include "AliAODTrack.h"
-#include "AliAODVertex.h"
-#include "AliCentrality.h"
-#include "AliCFContainer.h"
-#include "AliCFManager.h"
-#include "AliESDEvent.h"
-#include "AliESDInputHandler.h"
-#include "AliESDtrack.h"
-#include "AliLog.h"
-#include "AliMCEvent.h"
-#include "AliMCEventHandler.h"
-#include "AliMCParticle.h"
-#include "AliMultiplicity.h"
-#include "AliPID.h"
-#include "AliPIDResponse.h"
-#include "AliOADBContainer.h"
-#include "AliStack.h"
-#include "AliTriggerAnalysis.h"
-#include "AliVVertex.h"
-
-#include "AliHFEcollection.h"
-#include "AliHFEcontainer.h"
-#include "AliHFEcuts.h"
-#include "AliHFEelecbackground.h"
-#include "AliHFEmcQA.h"
-#include "AliHFEpairs.h"
-#include "AliHFEpid.h"
-#include "AliHFEpidQAmanager.h"
-#include "AliHFEpostAnalysis.h"
-#include "AliHFEsecVtxs.h"
-#include "AliHFEsecVtx.h"
-#include "AliHFEsignalCuts.h"
-#include "AliHFEtaggedTrackAnalysis.h"
-#include "AliHFEtools.h"
-#include "AliHFEvarManager.h"
-#include "AliAnalysisTaskHFE.h"
-
-ClassImp(AliAnalysisTaskHFE)
-
-//____________________________________________________________
-AliAnalysisTaskHFE::AliAnalysisTaskHFE():
-  AliAnalysisTaskSE("PID efficiency Analysis")
-  , fQAlevel(0)
-  , fPlugins(0)
-  , fFillSignalOnly(kTRUE)
-  , fFillNoCuts(kFALSE)
-  , fUseFlagAOD(kTRUE)
-  , fApplyCutAOD(kFALSE)
-  , fFlags(1<<4)
-  , fBackGroundFactorApply(kFALSE)
-  , fRemovePileUp(kFALSE)
-  , fIdentifiedAsPileUp(kFALSE)
-  , fIdentifiedAsOutInz(kFALSE)
-  , fPassTheEventCut(kFALSE)
-  , fRejectKinkMother(kTRUE)
-  , fisppMultiBin(kFALSE)
-  , fPbPbUserCentralityBinning(kFALSE)
-  , fisNonHFEsystematics(kFALSE)
-  , fSpecialTrigger(NULL)
-  , fCentralityF(-1)
-  , fCentralityPercent(-1)
-  , fContributors(0.5)
-  , fWeightBackGround(0.)
-  , fVz(0.0)
-  , fHadronBackgroundOADB(NULL)
-  , fContainer(NULL)
-  , fVarManager(NULL)
-  , fSignalCuts(NULL)
-  , fCFM(NULL)
-  , fTriggerAnalysis(NULL)
-  , fPID(NULL)
-  , fPIDqa(NULL)
-  , fPIDpreselect(NULL)
-  , fCuts(NULL)
-  , fTaggedTrackCuts(NULL)
-  , fCleanTaggedTrack(kFALSE)
-  , fVariablesTRDTaggedTrack(kFALSE)
-  , fCutspreselect(NULL)
-  , fSecVtx(NULL)
-  , fElecBackGround(NULL)
-  , fMCQA(NULL)
-  , fTaggedTrackAnalysis(NULL)
-  , fExtraCuts(NULL)
-  , fQA(NULL)
-  , fOutput(NULL)
-  , fHistMCQA(NULL)
-  , fHistSECVTX(NULL)
-  , fHistELECBACKGROUND(NULL)
-  , fQACollection(NULL)
-{
-  //
-  // Dummy constructor
-  //
-  memset(fElecBackgroundFactor, 0, sizeof(Double_t) * kElecBgSpecies * kBgPtBins * kCentBins * kBgLevels);
-  memset(fkBackGroundFactorArray, 0, sizeof(TF1 *) * 12);
-  memset(fBinLimit, 0, sizeof(Double_t) * (kBgPtBins+1));
-  memset(&fisppMultiBin, kFALSE, sizeof(fisppMultiBin));
-  memset(fCentralityLimits, 0, sizeof(Float_t) * 12);
-
-
-}
-
-//____________________________________________________________
-AliAnalysisTaskHFE::AliAnalysisTaskHFE(const char * name):
-  AliAnalysisTaskSE(name)
-  , fQAlevel(0)
-  , fPlugins(0)
-  , fFillSignalOnly(kTRUE)
-  , fFillNoCuts(kFALSE)
-  , fUseFlagAOD(kTRUE)
-  , fApplyCutAOD(kFALSE)
-  , fFlags(1<<4)
-  , fBackGroundFactorApply(kFALSE)
-  , fRemovePileUp(kFALSE)
-  , fIdentifiedAsPileUp(kFALSE)
-  , fIdentifiedAsOutInz(kFALSE)
-  , fPassTheEventCut(kFALSE)  
-  , fRejectKinkMother(kTRUE)
-  , fisppMultiBin(kFALSE)
-  , fPbPbUserCentralityBinning(kFALSE)
-  , fisNonHFEsystematics(kFALSE)
-  , fSpecialTrigger(NULL)
-  , fCentralityF(-1)
-  , fCentralityPercent(-1)
-  , fContributors(0.5)
-  , fWeightBackGround(0.)
-  , fVz(0.0)
-  , fHadronBackgroundOADB(NULL)
-  , fContainer(NULL)
-  , fVarManager(NULL)
-  , fSignalCuts(NULL)
-  , fCFM(NULL)
-  , fTriggerAnalysis(NULL)
-  , fPID(NULL)
-  , fPIDqa(NULL)
-  , fPIDpreselect(NULL)
-  , fCuts(NULL)
-  , fTaggedTrackCuts(NULL)
-  , fCleanTaggedTrack(kFALSE)
-  , fVariablesTRDTaggedTrack(kFALSE)
-  , fCutspreselect(NULL)
-  , fSecVtx(NULL)
-  , fElecBackGround(NULL)
-  , fMCQA(NULL)
-  , fTaggedTrackAnalysis(NULL)
-  , fExtraCuts(NULL)
-  , fQA(NULL)
-  , fOutput(NULL)
-  , fHistMCQA(NULL)
-  , fHistSECVTX(NULL)
-  , fHistELECBACKGROUND(NULL)
-  , fQACollection(0x0)
-{
-  //
-  // Default constructor
-  // 
-  DefineOutput(1, TList::Class());
-  DefineOutput(2, TList::Class());
-
-  fPID = new AliHFEpid("hfePid");
-  fPIDqa = new AliHFEpidQAmanager;
-  fVarManager = new AliHFEvarManager("hfeVarManager");
-
-  memset(fElecBackgroundFactor, 0, sizeof(Double_t) * kElecBgSpecies * kBgPtBins * kCentBins * kBgLevels);
-  memset(fkBackGroundFactorArray, 0, sizeof(TF1 *) * 12);
-  memset(fBinLimit, 0, sizeof(Double_t) * (kBgPtBins+1));
-  memset(&fisppMultiBin, kFALSE, sizeof(fisppMultiBin));
-  memset(fCentralityLimits, 0, sizeof(Float_t) * 12);
-
-}
-
-//____________________________________________________________
-AliAnalysisTaskHFE::AliAnalysisTaskHFE(const AliAnalysisTaskHFE &ref):
-  AliAnalysisTaskSE(ref)
-  , fQAlevel(0)
-  , fPlugins(0)
-  , fFillSignalOnly(ref.fFillSignalOnly)
-  , fFillNoCuts(ref.fFillNoCuts)
-  , fUseFlagAOD(ref.fUseFlagAOD)
-  , fApplyCutAOD(ref.fApplyCutAOD)
-  , fFlags(ref.fFlags) 
-  , fBackGroundFactorApply(ref.fBackGroundFactorApply)
-  , fRemovePileUp(ref.fRemovePileUp)
-  , fIdentifiedAsPileUp(ref.fIdentifiedAsPileUp)
-  , fIdentifiedAsOutInz(ref.fIdentifiedAsOutInz)
-  , fPassTheEventCut(ref.fPassTheEventCut)
-  , fRejectKinkMother(ref.fRejectKinkMother)
-  , fisppMultiBin(ref.fisppMultiBin)
-  , fPbPbUserCentralityBinning(ref.fPbPbUserCentralityBinning)
-  , fisNonHFEsystematics(ref.fisNonHFEsystematics)
-  , fSpecialTrigger(ref.fSpecialTrigger)
-  , fCentralityF(ref.fCentralityF)
-  , fCentralityPercent(ref.fCentralityPercent)
-  , fContributors(ref.fContributors)
-  , fWeightBackGround(ref.fWeightBackGround)
-  , fVz(ref.fVz)
-  , fHadronBackgroundOADB(ref.fHadronBackgroundOADB)
-  , fContainer(NULL)
-  , fVarManager(NULL)
-  , fSignalCuts(NULL)
-  , fCFM(NULL)
-  , fTriggerAnalysis(NULL)
-  , fPID(NULL)
-  , fPIDqa(NULL)
-  , fPIDpreselect(NULL)
-  , fCuts(NULL)
-  , fTaggedTrackCuts(NULL)
-  , fCleanTaggedTrack(ref.fCleanTaggedTrack)
-  , fVariablesTRDTaggedTrack(ref.fVariablesTRDTaggedTrack)
-  , fCutspreselect(NULL)
-  , fSecVtx(NULL)
-  , fElecBackGround(NULL)
-  , fMCQA(NULL)
-  , fTaggedTrackAnalysis(NULL)
-  , fExtraCuts(NULL)
-  , fQA(NULL)
-  , fOutput(NULL)
-  , fHistMCQA(NULL)
-  , fHistSECVTX(NULL)
-  , fHistELECBACKGROUND(NULL)
-  , fQACollection(NULL)
-{
-  //
-  // Copy Constructor
-  //
-  ref.Copy(*this);
-}
-
-//____________________________________________________________
-AliAnalysisTaskHFE &AliAnalysisTaskHFE::operator=(const AliAnalysisTaskHFE &ref){
-  //
-  // Assignment operator
-  //
-  if(this == &ref) 
-    ref.Copy(*this);
-  return *this;
-}
-
-//____________________________________________________________
-void AliAnalysisTaskHFE::Copy(TObject &o) const {
-  // 
-  // Copy into object o
-  //
-  AliAnalysisTaskHFE &target = dynamic_cast<AliAnalysisTaskHFE &>(o);
-  target.fQAlevel = fQAlevel;
-  target.fPlugins = fPlugins;
-  target.fFillSignalOnly = fFillSignalOnly;
-  target.fFillNoCuts = fFillNoCuts;
-  target.fUseFlagAOD = fUseFlagAOD;
-  target.fApplyCutAOD = fApplyCutAOD;
-  target.fFlags = fFlags;
-  target.fBackGroundFactorApply = fBackGroundFactorApply;
-  target.fRemovePileUp = fRemovePileUp;
-  target.fIdentifiedAsPileUp = fIdentifiedAsPileUp;
-  target.fIdentifiedAsOutInz = fIdentifiedAsOutInz;
-  target.fPassTheEventCut = fPassTheEventCut;
-  target.fRejectKinkMother = fRejectKinkMother;
-  target.fisppMultiBin =   fisppMultiBin;
-  target.fPbPbUserCentralityBinning = fPbPbUserCentralityBinning;
-  target.fisNonHFEsystematics = fisNonHFEsystematics;
-  target.fSpecialTrigger = fSpecialTrigger;
-  target.fCentralityF = fCentralityF;
-  target.fCentralityPercent = fCentralityPercent;
-  target.fContributors = fContributors;
-  target.fWeightBackGround = fWeightBackGround;
-  target.fVz = fVz;
-  target.fHadronBackgroundOADB = fHadronBackgroundOADB;
-  target.fContainer = fContainer;
-  target.fVarManager = fVarManager;
-  target.fSignalCuts = fSignalCuts;
-  target.fCFM = fCFM;
-  target.fTriggerAnalysis = fTriggerAnalysis;
-  target.fPID = fPID;
-  target.fPIDqa = fPIDqa;
-  target.fPIDpreselect = fPIDpreselect;
-  target.fCuts = fCuts;
-  target.fTaggedTrackCuts = fTaggedTrackCuts;
-  target.fCleanTaggedTrack = fCleanTaggedTrack;
-  target.fVariablesTRDTaggedTrack = fVariablesTRDTaggedTrack;
-  target.fCutspreselect = fCutspreselect;
-  target.fSecVtx = fSecVtx;
-  target.fElecBackGround = fElecBackGround;
-  target.fMCQA = fMCQA;
-  target.fTaggedTrackAnalysis = fTaggedTrackAnalysis;
-  target.fExtraCuts = fExtraCuts;
-  target.fQA = fQA;
-  target.fOutput = fOutput;
-  target.fHistMCQA = fHistMCQA;
-  target.fHistSECVTX = fHistSECVTX;
-  target.fHistELECBACKGROUND = fHistELECBACKGROUND;
-  target.fQACollection = fQACollection;
-}
-
-//____________________________________________________________
-AliAnalysisTaskHFE::~AliAnalysisTaskHFE(){
-  //
-  // Destructor
-  //
-  if(fPID) delete fPID;
-  if(fPIDpreselect) delete fPIDpreselect;
-  if(fVarManager) delete fVarManager;
-  if(fCFM) delete fCFM;
-  if(fTriggerAnalysis) delete fTriggerAnalysis;
-  if(fSignalCuts) delete fSignalCuts;
-  if(fSecVtx) delete fSecVtx;
-  if(fMCQA) delete fMCQA;
-  if(fElecBackGround) delete fElecBackGround;
-  if(fSpecialTrigger) delete fSpecialTrigger;
-  // Delete output objects only if we are not running in PROOF mode because otherwise this produces a crash during merging
-  AliAnalysisManager *mgr = AliAnalysisManager::GetAnalysisManager();
-  if(mgr && mgr->GetAnalysisType() != AliAnalysisManager::kProofAnalysis){
-    if(fPIDqa) delete fPIDqa;
-    if(fOutput) delete fOutput;
-    if(fQA) delete fQA;
-  }
-}
-
-//____________________________________________________________
-void AliAnalysisTaskHFE::UserCreateOutputObjects(){
-  //
-  // Creating output container and output objects
-  // Here we also Initialize the correction framework container and 
-  // the objects for
-  // - PID
-  // - MC QA
-  // - SecVtx
-  // QA histograms are created if requested
-  // Called once per worker
-  //
-  AliDebug(3, "Creating Output Objects");
-  // Automatic determination of the analysis mode
-  AliVEventHandler *inputHandler = dynamic_cast<AliVEventHandler *>(AliAnalysisManager::GetAnalysisManager()->GetInputEventHandler());
-  if(!TString(inputHandler->IsA()->GetName()).CompareTo("AliAODInputHandler")){
-    SetAODAnalysis();
-  } else {
-    SetESDAnalysis();
-    if(AliAnalysisManager::GetAnalysisManager()->GetMCtruthEventHandler())
-      SetHasMCData();
-  }
-  printf("Analysis Mode: %s Analysis\n", IsAODanalysis() ? "AOD" : "ESD");
-  printf("MC Data available %s\n", HasMCData() ? "Yes" : "No");
-
-  // Enable Trigger Analysis
-  fTriggerAnalysis = new AliTriggerAnalysis;
-  fTriggerAnalysis->EnableHistograms();
-  fTriggerAnalysis->SetAnalyzeMC(HasMCData());
-
-
-  // Make lists for Output
-  if(!fQA) fQA = new TList;
-  fQA->SetOwner();
-  if(!fOutput) fOutput = new TList;
-  fOutput->SetOwner();
-
-  // First Part: Make QA histograms
-  fQACollection = new AliHFEcollection("TaskQA", "QA histos from the Electron Task");
-  fQACollection->CreateTH1F("nElectronTracksEvent", "Number of Electron Candidates", 100, 0, 100);
-  fQACollection->CreateTH1F("nElectron", "Number of electrons", 100, 0, 100);
-  fQACollection->CreateTH2F("radius", "Production Vertex", 100, 0.0, 5.0, 100, 0.0, 5.0);
-  fQACollection->CreateTH2F("TPCdEdxBeforePID", "TPC dE/dx; p (GeV/c); TPC dE/dx (a.u.)", 1000, 0., 10., 200, 0., 200.); 
-  fQACollection->CreateTH2F("TPCnSigmaBeforePID", "TPC dE/dx; p (GeV/c); TPC dE/dx - <TPC dE/dx>|_{el} (#sigma)", 1000, 0., 10., 1000, -10., 10.);
-  InitPIDperformanceQA();
-  InitContaminationQA();
-  InitHistoITScluster();
-  fQA->Add(fQACollection);
-
-  // Initialize PID
-  fPID->SetHasMCData(HasMCData());
-  if(!fPID->GetNumberOfPIDdetectors()) fPID->AddDetector("TPC", 0);
-  if(IsQAOn(kPIDqa)){
-    AliInfo("PID QA switched on");
-    fPIDqa->Initialize(fPID);
-    fQA->Add(fPIDqa->MakeList("HFEpidQA"));
-  }
-  fPID->SortDetectors();
-
-  // Initialize correction Framework and Cuts
-  const Int_t kNcutSteps = AliHFEcuts::kNcutStepsMCTrack + AliHFEcuts::kNcutStepsRecTrack + AliHFEcuts::kNcutStepsDETrack + AliHFEcuts::kNcutStepsSecvtxTrack;
-  fCFM = new AliCFManager;
-  fCFM->SetNStepParticle(kNcutSteps);
-  MakeParticleContainer();
-  MakeEventContainer();
-  // Temporary fix: Initialize particle cuts with NULL
-  for(Int_t istep = 0; istep < kNcutSteps; istep++)
-    fCFM->SetParticleCutsList(istep, NULL);
-  if(!fCuts){
-    AliWarning("Cuts not available. Default cuts will be used");
-    fCuts = new AliHFEcuts;
-    fCuts->CreateStandardCuts();
-  }
-  if(IsAODanalysis()) fCuts->SetAOD();
-  // Make clone for V0 tagging step
-  fCuts->Initialize(fCFM);
-  if(fCuts->IsQAOn()) fQA->Add(fCuts->GetQAhistograms());
-  fSignalCuts = new AliHFEsignalCuts("HFEsignalCuts", "HFE MC Signal definition");
-  fVarManager->SetSignalCuts(fSignalCuts);
-  // add output objects to the List
-  fOutput->AddAt(fContainer, 0);
-  fOutput->AddAt(fCFM->GetEventContainer(), 1);
-  
-  // mcQA----------------------------------
-  if (HasMCData() && IsQAOn(kMCqa)) {
-    AliInfo("MC QA on");
-    if(!fMCQA) fMCQA = new AliHFEmcQA;
-    if(!fHistMCQA) fHistMCQA = new TList();
-    fHistMCQA->SetOwner();
-    if(IsPbPb()) fMCQA->SetPbPb();
-    if(fisppMultiBin) fMCQA->SetPPMultiBin();
-    if(TestBit(kTreeStream)){
-      fMCQA->EnableDebugStreamer();
-    }
-    fMCQA->CreatDefaultHistograms(fHistMCQA);
-    fMCQA->SetBackgroundWeightFactor(fElecBackgroundFactor[0][0][0],fBinLimit);
-    fQA->Add(fHistMCQA);
-  } 
-
-  // secvtx----------------------------------
-  if (GetPlugin(kSecVtx)) {
-    AliInfo("Secondary Vertex Analysis on");
-    if(!fSecVtx) fSecVtx = new AliHFEsecVtx;
-    fSecVtx->SetHasMCData(HasMCData());
-
-    if(!fHistSECVTX) fHistSECVTX = new TList();
-    fHistSECVTX->SetOwner();
-    fSecVtx->CreateHistograms(fHistSECVTX);
-    fOutput->Add(fHistSECVTX);
-  }
-  
-  // background----------------------------------
-  if (GetPlugin(kIsElecBackGround)) {
-    AliInfo("Electron BackGround Analysis on");
-    if(!fElecBackGround){
-      AliWarning("ElecBackGround not available. Default elecbackground will be used");
-      fElecBackGround = new AliHFEelecbackground;
-    }
-    fElecBackGround->SetHasMCData(HasMCData());
-
-    if(!fHistELECBACKGROUND) fHistELECBACKGROUND = new TList();
-    fHistELECBACKGROUND->SetOwner();
-    fElecBackGround->CreateHistograms(fHistELECBACKGROUND);
-    fOutput->Add(fHistELECBACKGROUND);
-  }  
-
-  // tagged tracks
-  if(GetPlugin(kTaggedTrackAnalysis)){
-    AliInfo("Analysis on V0-tagged tracks enabled");
-    fTaggedTrackAnalysis = new AliHFEtaggedTrackAnalysis(Form("taggedTrackAnalysis%s", GetName()));
-    fTaggedTrackAnalysis->SetCuts(fTaggedTrackCuts);
-    fTaggedTrackAnalysis->SetClean(fCleanTaggedTrack);
-    AliHFEvarManager *varManager = fTaggedTrackAnalysis->GetVarManager();
-    TObjArray *array = fVarManager->GetVariables();
-    Int_t nvars = array->GetEntriesFast();
-    TString namee;
-    for(Int_t v = 0; v < nvars; v++) {
-      AliHFEvarManager::AliHFEvariable *variable = (AliHFEvarManager::AliHFEvariable *) array->At(v);
-      if(!variable) continue;
-      TString name(((AliHFEvarManager::AliHFEvariable *)variable)->GetName());
-      if(!name.CompareTo("source")) namee = TString("species");
-      else namee = TString(name);
-      Int_t nbins = variable->GetNumberOfBins();
-      if(variable->HasUserDefinedBinning()){
-        varManager->AddVariable(namee, nbins, variable->GetBinning());
-      } else {
-        varManager->AddVariable(namee, nbins, variable->GetMinimum(), variable->GetMaximum());
-      }
-      //printf("For AliTaggedTrackAnalysis, had the variable %s and the one used %s\n",(const char*)variable->GetName(),(const char*) namee);
-    }
-    if(fPIDqa->HasHighResolutionHistos()) 
-      fTaggedTrackAnalysis->GetPIDqa()->SetHighResolutionHistos();
-    fTaggedTrackAnalysis->SetPID(fPID);
-    fTaggedTrackAnalysis->SetVariablesTRD(fVariablesTRDTaggedTrack);
-    fTaggedTrackAnalysis->InitContainer();
-    fOutput->Add(fTaggedTrackAnalysis->GetContainer());
-    fQA->Add(fTaggedTrackAnalysis->GetPIDQA());
-    fQA->Add(fTaggedTrackAnalysis->GetCutQA());
-    fQA->Add(fTaggedTrackAnalysis->GetQAcollection());
-  }
-
-  PrintStatus();
-  // Done!!!
-  PostData(1, fOutput);
-  PostData(2, fQA);
-}
-
-//____________________________________________________________
-void AliAnalysisTaskHFE::UserExec(Option_t *){
-  //
-  // Run the analysis
-  // 
-  AliDebug(3, "Starting Single Event Analysis");
-  if(!fInputEvent){
-    AliError("Reconstructed Event not available");
-    return;
-  }
-  if(HasMCData()){
-    AliDebug(4, Form("MC Event: %p", fMCEvent));
-    if(!fMCEvent){
-      AliError("No MC Event, but MC Data required");
-      return;
-    }
-  }
-  if(!fCuts){
-    AliError("HFE cuts not available");
-    return;
-  }
-  if(!fPID->IsInitialized()){
-    // Initialize PID with the given run number
-    fPID->InitializePID(fInputEvent->GetRunNumber());
-  }
-
-  // Initialize hadronic background from OADB Container
-  AliDebug(2, Form("Apply background factors: %s, OADB Container %p", fBackGroundFactorApply ? "Yes" : "No", fHadronBackgroundOADB));
-  if(fBackGroundFactorApply && !TestBit(kBackgroundInitialized)){ 
-    AliDebug(2, "Initializing Background from OADB");
-    if(!InitializeHadronBackground(fInputEvent->GetRunNumber())) AliError("Failed initializing hadronic background parameterization from OADB");
-    else AliDebug(2, "Successfully loaded Background from OADB");
-    SetBit(kBackgroundInitialized); 
-  }
-
-  if(IsESDanalysis() && HasMCData()){
-    // Protect against missing MC trees
-    AliMCEventHandler *mcH = dynamic_cast<AliMCEventHandler *>(AliAnalysisManager::GetAnalysisManager()->GetMCtruthEventHandler());
-    if(!mcH){ 
-      AliError("No MC Event Handler available");
-      return;
-    }
-    if(!mcH->InitOk()) return;
-    if(!mcH->TreeK()) return;
-    if(!mcH->TreeTR()) return;
-  }
-
-  // need the centrality for everything (MC also)
-  fCentralityF = -1;
-  if(!ReadCentrality()) fCentralityF = -1;
-  //printf("pass centrality\n");
-  //printf("Reading fCentralityF %f\n",fCentralityF);
-  
-  // See if pile up and z in the range
-  RejectionPileUpVertexRangeEventCut();
-
-  // Protect agains missing 
-  if(HasMCData()){
-    //printf("Has MC data\n");
-    fSignalCuts->SetMCEvent(fMCEvent);
-    ProcessMC();  // Run the MC loop + MC QA in case MC Data are available
-  }
-
-  AliPIDResponse *pidResponse = fInputHandler->GetPIDResponse();
-  if(!pidResponse){
-    AliDebug(1, "Using default PID Response");
-    pidResponse = AliHFEtools::GetDefaultPID(HasMCData(), fInputEvent->IsA() == AliAODEvent::Class());
-  }
-  fPID->SetPIDResponse(pidResponse);
-  if(fPIDpreselect) fPIDpreselect->SetPIDResponse(pidResponse);
-
-  // Event loop
-  if(IsAODanalysis()){
-    //printf("test\n");
-    ProcessAOD();
-  } else {
-    const char *specialTrigger = GetSpecialTrigger(fInputEvent->GetRunNumber());
-    // Check Trigger selection
-    if(specialTrigger){
-      AliDebug(2, Form("Special Trigger requested: %s", specialTrigger));
-      AliESDEvent *ev = dynamic_cast<AliESDEvent *>(fInputEvent);
-      if(!(ev && ev->IsTriggerClassFired(specialTrigger))){
-        AliDebug(2, "Event not selected"); 
-        return;
-      } else AliDebug(2, "Event Selected");
-    } else AliDebug(2, "No Special Trigger requested");
-
-    ProcessESD();
-  }
-  // Done!!!
-  PostData(1, fOutput);
-  PostData(2, fQA);
-}
-
-//____________________________________________________________
-void AliAnalysisTaskHFE::Terminate(Option_t *){
-  //
-  // Terminate not implemented at the moment
-  //
-  if(GetPlugin(kPostProcess)){
-    fOutput = dynamic_cast<TList *>(GetOutputData(1));
-    fQA = dynamic_cast<TList *>(GetOutputData(2));
-    if(!fOutput){
-      AliError("Results not available");
-      return;
-    }
-    if(!fQA){
-      AliError("QA output not available");
-      return;
-    }
-    fContainer = dynamic_cast<AliHFEcontainer *>(fOutput->FindObject("trackContainer")); 
-    if(!fContainer){
-      AliError("Track container not found");
-      return;
-    }
-    AliHFEpostAnalysis postanalysis;
-    postanalysis.SetTaskResults(fContainer);
-    TList *qalist = dynamic_cast<TList *>(fQA->FindObject("list_TaskQA"));
-    if(!qalist){
-      AliError("QA List not found");
-      return;
-    }
-    postanalysis.SetTaskQA(qalist);
-    printf("Running post analysis\n");
-    //if(HasMCData())
-    postanalysis.DrawMCSignal2Background();
-    postanalysis.DrawEfficiency();
-    postanalysis.DrawPIDperformance();
-    postanalysis.DrawCutEfficiency();
-
-    if (GetPlugin(kIsElecBackGround)) {
-      AliHFEelecbackground elecBackGround;
-      TList *oe = 0x0;
-      if(!(oe = (TList*)dynamic_cast<TList *>(fOutput->FindObject("HFEelecbackground")))){
-        return;
-      }
-      elecBackGround.Load(oe);
-      elecBackGround.Plot();
-      elecBackGround.PostProcess();      
-    }
-  }
-}
-//_______________________________________________________________
-Bool_t AliAnalysisTaskHFE::IsEventInBinZero() {
-  //
-  //
-  //
-
-  //printf("test in IsEventInBinZero\n");
-  if(!fInputEvent){
-    AliError("Reconstructed Event not available");
-    return kFALSE;
-  }
-
-  // check vertex
-  const AliVVertex *vertex = fInputEvent->GetPrimaryVertex();
-  if(!vertex) return kTRUE;
-  //if(vertex) return kTRUE;
-
-  // check tracks
-  if(fInputEvent->GetNumberOfTracks()<=0) return kTRUE;
-  //if(fInputEvent->GetNumberOfTracks()>0) return kTRUE;
-  
-  
-  return kFALSE;
-  
-}
-//____________________________________________________________
-void AliAnalysisTaskHFE::ProcessMC(){
-  //
-  // Runs the MC Loop (filling the container for the MC Cut Steps with the observables pt, eta and phi)
-  // In case MC QA is on also MC QA loop is done
-  //
-  AliDebug(3, "Processing MC Information");
-  Double_t eventContainer [4];
-  eventContainer[0] = fMCEvent->GetPrimaryVertex()->GetZ();
-  eventContainer[2] = fCentralityF;
-  eventContainer[3] = fContributors;
-  fVz = eventContainer[0];
-  //printf("z position is %f\n",eventContainer[0]);
-  //if(fCFM->CheckEventCuts(AliHFEcuts::kEventStepGenerated, fMCEvent)) 
-  fCFM->GetEventContainer()->Fill(eventContainer,AliHFEcuts::kEventStepGenerated);
-  Int_t nElectrons = 0;
-  if(IsESDanalysis()){
-   if(!((fIdentifiedAsPileUp) || (TMath::Abs(fVz) > fCuts->GetVertexRange()) || (fCentralityF < 0))){ //kStepMCGeneratedZOutNoPileUpCentralityFine
-    if (HasMCData() && IsQAOn(kMCqa)) {
-      AliDebug(2, "Running MC QA");
-
-      if(fMCEvent->Stack()){
-        fMCQA->SetMCEvent(fMCEvent);
-        fMCQA->SetGenEventHeader(fMCEvent->GenEventHeader());
-        fMCQA->SetCentrality(fCentralityF);
-        fMCQA->SetPercentrality(fCentralityPercent);
-        if(IsPbPb()) { fMCQA->SetPbPb();}
-        else
-        {
-            if(fisppMultiBin) fMCQA->SetPPMultiBin();
-            else fMCQA->SetPP();
-        }
-        fMCQA->Init();
-
-        fMCQA->GetMesonKine();
-
-        // loop over all tracks for decayed electrons
-        for (Int_t igen = 0; igen < fMCEvent->GetNumberOfTracks(); igen++){
-          TParticle* mcpart = fMCEvent->Stack()->Particle(igen);
-          if(!mcpart) continue;
-          fMCQA->GetQuarkKine(mcpart, igen, AliHFEmcQA::kCharm);
-          fMCQA->GetQuarkKine(mcpart, igen, AliHFEmcQA::kBeauty);
-          fMCQA->GetHadronKine(mcpart, AliHFEmcQA::kCharm);
-          fMCQA->GetHadronKine(mcpart, AliHFEmcQA::kBeauty);
-          fMCQA->GetDecayedKine(mcpart, AliHFEmcQA::kCharm,  AliHFEmcQA::kElectronPDG); // no accept cut
-          fMCQA->GetDecayedKine(mcpart, AliHFEmcQA::kBeauty, AliHFEmcQA::kElectronPDG); // no accept cut
-          fMCQA->GetDecayedKine(mcpart, AliHFEmcQA::kOthers, AliHFEmcQA::kElectronPDG); // no accept cut
-        }
-        //fMCQA->EndOfEventAna(AliHFEmcQA::kCharm);
-        //fMCQA->EndOfEventAna(AliHFEmcQA::kBeauty);
-      }
-
-    } // end of MC QA loop
-   }
-   // -----------------------------------------------------------------
-   fCFM->SetMCEventInfo(fMCEvent);
-   // fCFM->CheckEventCuts(AliCFManager::kEvtRecCuts, fESD);
-  } else {
-    fCFM->SetMCEventInfo(fInputEvent);
-  }
-  // Run MC loop
-  AliVParticle *mctrack = NULL;
-  AliDebug(3, Form("Number of Tracks: %d", fMCEvent->GetNumberOfTracks()));
-  for(Int_t imc = 0; imc <fMCEvent->GetNumberOfTracks(); imc++){
-    if(!(mctrack = fMCEvent->GetTrack(imc))) continue;
-    AliDebug(4, "Next MC Track");
-    if(ProcessMCtrack(mctrack)) nElectrons++;
-  }
-
-  // fCFM->CheckEventCuts(AliCFManager::kEvtRecCuts, fESD);
-  fQACollection->Fill("nElectron", nElectrons);
-}
-
-//____________________________________________________________
-void AliAnalysisTaskHFE::ProcessESD(){
-  //
-  // Run Analysis of reconstructed event in ESD Mode
-  // Loop over Tracks, filter according cut steps defined in AliHFEcuts
-  //
-  AliDebug(3, "Processing ESD Event");
-  AliESDEvent *fESD = dynamic_cast<AliESDEvent *>(fInputEvent);
-  if(!fESD){
-    AliError("ESD Event required for ESD Analysis");
-    return;
-  }
-
-  // Set magnetic field if V0 task on
-  if(fTaggedTrackAnalysis) {
-    fTaggedTrackAnalysis->SetMagneticField(fESD->GetMagneticField());
-    fTaggedTrackAnalysis->SetCentrality(fCentralityF);
-    if(IsPbPb()) fTaggedTrackAnalysis->SetPbPb();
-    else fTaggedTrackAnalysis->SetPP();
-  }
-
-  // Do event Normalization
-  Double_t eventContainer[4];
-  eventContainer[0] = 0.; 
-  if(HasMCData()) eventContainer[0] = fVz;
-  else {
-    if(fESD->GetPrimaryVertexSPD()) eventContainer[0] = fESD->GetPrimaryVertexSPD()->GetZ();
-  }
-  eventContainer[1] = 0.;
-  eventContainer[2] = fCentralityF;
-  eventContainer[3] = fContributors;
-  if(fTriggerAnalysis->IsOfflineTriggerFired(fESD, AliTriggerAnalysis::kV0AND))
-    eventContainer[1] = 1.;
-
-  //
-  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepRecNoCut);
-
-  //
-  if(fIdentifiedAsPileUp) return; 
-  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepRecNoPileUp);
-
-  //
-  if(TMath::Abs(fCentralityF) < 0) return; 
-  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepRecCentralityOk);
-  //printf("In ProcessESD %f\n",fCentralityF);
-
-  //
-  if(fIdentifiedAsOutInz) return;
-  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepZRange);  
-
-  //
-  if(!fPassTheEventCut) return;
-  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepReconstructed);
-
-
-  fContainer->NewEvent();
-
-  if (GetPlugin(kIsElecBackGround)) { 
-    fElecBackGround->SetEvent(fESD);
-  }
-  if (GetPlugin(kSecVtx)) {
-    fSecVtx->SetEvent(fESD);
-    fSecVtx->GetPrimaryCondition();
-  }
-
-  if(HasMCData()){
-    if (GetPlugin(kSecVtx)) { 
-      fSecVtx->SetMCEvent(fMCEvent);
-      fSecVtx->SetMCQA(fMCQA); 
-    }
-    if (GetPlugin(kIsElecBackGround)) { 
-      fElecBackGround->SetMCEvent(fMCEvent);
-    }
-  }
-
-  Double_t container[10];
-  memset(container, 0, sizeof(Double_t) * 10);
-  // container for the output THnSparse
-  Double_t dataE[6]; // [pT, eta, Phi, type, 'C' or 'B']
-  Double_t dataDca[6]; // [source, pT, dca, centrality]
-  Int_t nElectronCandidates = 0;
-  AliESDtrack *track = NULL, *htrack = NULL;
-  AliMCParticle *mctrack = NULL;
-  AliMCParticle *mctrackmother = NULL;
-  Int_t pid = 0;
-
-  Bool_t signal = kTRUE;
-
-  fCFM->SetRecEventInfo(fESD);
-
-  // minjung for IP QA(temporary ~ 2weeks)
-  if(!fExtraCuts){
-    fExtraCuts = new AliHFEextraCuts("hfetmpCuts","HFE tmp Cuts");
-  }   
-  fExtraCuts->SetRecEventInfo(fESD);
-
-  // Electron background analysis 
-  if (GetPlugin(kIsElecBackGround)) {
-    
-    AliDebug(2, "Running BackGround Analysis");
-    
-    fElecBackGround->Reset();
-    
-  } // end of electron background analysis
-  //
-  // Loop ESD
-  //
-  AliDebug(3, Form("Number of Tracks: %d", fESD->GetNumberOfTracks()));
-  for(Int_t itrack = 0; itrack < fESD->GetNumberOfTracks(); itrack++){
-    AliDebug(4, "New ESD track");
-    track = fESD->GetTrack(itrack);
-    track->SetESDEvent(fESD);
-
-    // fill counts of v0-identified particles
-    Int_t v0pid = -1;
-    if(track->TestBit(BIT(14))) v0pid = AliPID::kElectron;
-    else if(track->TestBit(BIT(15))) v0pid = AliPID::kPion;
-    else if(track->TestBit(BIT(16))) v0pid = AliPID::kProton;
-    // here the tagged track analysis will run
-    if(fTaggedTrackAnalysis && v0pid > -1){ 
-      AliDebug(1, Form("Track identified as %s", AliPID::ParticleName(v0pid)));
-      fTaggedTrackAnalysis->ProcessTrack(track, v0pid);
-    }
-    AliDebug(3, Form("Doing track %d, %p", itrack, track));
-     
-    //////////////////////////////////////
-    // preselect
-    /////////////////////////////////////
-    if(fPIDpreselect && fCutspreselect) {
-      if(!PreSelectTrack(track)) continue;
-    }
-
-    signal = kTRUE;
-    
-    // Fill step without any cut
-          
-    if(HasMCData()){
-      // Check if it is electrons near the vertex
-      if(!(mctrack = dynamic_cast<AliMCParticle *>(fMCEvent->GetTrack(TMath::Abs(track->GetLabel()))))) continue;
-
-      if(fFillSignalOnly && !fCFM->CheckParticleCuts(AliHFEcuts::kStepMCGenerated, mctrack)) signal = kFALSE; 
-      else AliDebug(3, "Signal Electron");
-
-      // Fill K pt for Ke3 contributions
-      if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode())==321)) fQACollection->Fill("Kptspectra",mctrack->Pt());
-      else if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode())==130)) fQACollection->Fill("K0Lptspectra",mctrack->Pt());
-    } 
-    // Cache new Track information inside the var manager
-    fVarManager->NewTrack(track, mctrack, fCentralityF, -1, signal);
-
-    if(fFillNoCuts) {
-      if(signal || !fFillSignalOnly){
-        fVarManager->FillContainer(fContainer, "recTrackContReco", AliHFEcuts::kStepRecNoCut, kFALSE);
-        fVarManager->FillContainer(fContainer, "recTrackContMC", AliHFEcuts::kStepRecNoCut, kTRUE);
-      }
-    }
-
-    // RecKine: ITSTPC cuts  
-    if(!ProcessCutStep(AliHFEcuts::kStepRecKineITSTPC, track)) continue;
-    
-    
-    // RecPrim
-    if(fRejectKinkMother) { 
-      if(track->GetKinkIndex(0) != 0) continue; } // Quick and dirty fix to reject both kink mothers and daughters
-    if(!ProcessCutStep(AliHFEcuts::kStepRecPrim, track)) continue;
-
-    // HFEcuts: ITS layers cuts
-    if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsITS, track)) continue;
-  
-    // HFE cuts: TOF PID and mismatch flag
-    if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsTOF, track)) continue;
-
-    // HFE cuts: TPC PID cleanup
-    if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsTPC, track)) continue;
-
-    // HFEcuts: Nb of tracklets TRD0
-    if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsTRD, track)) continue;
-
-    // Fill correlation maps before PID
-    if(signal && fContainer->GetCorrelationMatrix("correlationstepbeforePID")) {
-      //printf("Fill correlation maps before PID\n");
-      fVarManager->FillCorrelationMatrix(fContainer->GetCorrelationMatrix("correlationstepbeforePID"));
-    }
-
-    if(HasMCData()){
-      FillProductionVertex(track);
-
-      if(fMCQA && signal){
-        fMCQA->SetCentrality(fCentralityF);
-        if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode()) == 11)){
-         Double_t weightElecBgV0[kBgLevels] = {0.,0.,0.};
-         Double_t hfeimpactRtmp=0., hfeimpactnsigmaRtmp=0.;
-         fExtraCuts->GetHFEImpactParameters(track, hfeimpactRtmp, hfeimpactnsigmaRtmp);
-         UChar_t itsPixel = track->GetITSClusterMap();
-         Double_t ilyrhit=0, ilyrstat=0;
-         for(Int_t ilyr=0; ilyr<6; ilyr++){
-           if(TESTBIT(itsPixel, ilyr)) ilyrhit += TMath::Power(2,ilyr);
-           if(fExtraCuts->CheckITSstatus(fExtraCuts->GetITSstatus(track,ilyr))) ilyrstat += TMath::Power(2,ilyr);
-         }
-         fMCQA->SetITSInfo(ilyrhit,ilyrstat);
-         fMCQA->SetHFEImpactParameters(hfeimpactRtmp, hfeimpactnsigmaRtmp);
-         fMCQA->SetTrkKine(track->Pt(),track->Eta(), track->Phi());
-         fMCQA->SetContainerStep(3);
-         for(Int_t iLevel = 0; iLevel < kBgLevels; iLevel++){
-           weightElecBgV0[iLevel] = fMCQA->GetWeightFactor(mctrack, iLevel); // positive:conversion e, negative: nonHFE 
-           if(!fisNonHFEsystematics)break;   
-         }
-         
-         if(fisNonHFEsystematics){
-           //Fill additional containers for electron source distinction
-           Int_t elecSource = 0;
-           elecSource = fMCQA->GetElecSource(mctrack->Particle());
-           const Char_t *sourceName[kElecBgSpecies]={"Pion","Eta","Omega","Phi","EtaPrime","Rho"};
-           const Char_t *levelName[kBgLevels]={"Best","Lower","Upper"};
-           Int_t iName = 0;
-           for(Int_t iSource = AliHFEmcQA::kPi0; iSource <=  AliHFEmcQA::kGammaRho0; iSource++){
-             if((iSource == AliHFEmcQA::kElse)||(iSource == AliHFEmcQA::kMisID)) continue;
-             if(elecSource == iSource){
-               for(Int_t iLevel = 0; iLevel < kBgLevels; iLevel++){
-                 if(weightElecBgV0[iLevel]>0){ 
-                   fVarManager->FillContainer(fContainer, Form("conversionElecs%s%s",sourceName[iName], levelName[iLevel]), 3, kFALSE, weightElecBgV0[iLevel]);
-                 } 
-                 else if(weightElecBgV0[iLevel]<0){ 
-                   fVarManager->FillContainer(fContainer, Form("mesonElecs%s%s",sourceName[iName], levelName[iLevel]), 3, kFALSE, -1*weightElecBgV0[iLevel]);
-                 }
-               }
-               break;
-             }
-             iName++;
-             if(iName == kElecBgSpecies)iName = 0;
-           }
-         }
-         //else{
-           if(weightElecBgV0[0]>0) {
-            fVarManager->FillContainer(fContainer, "conversionElecs", 3, kFALSE, weightElecBgV0[0]);
-            fVarManager->FillContainer(fContainer, "conversionElecs", 4, kTRUE, weightElecBgV0[0]);
-          }
-           else if(weightElecBgV0[0]<0) {
-            fVarManager->FillContainer(fContainer, "mesonElecs", 3, kFALSE, -1*weightElecBgV0[0]);
-            fVarManager->FillContainer(fContainer, "mesonElecs", 4, kTRUE, -1*weightElecBgV0[0]);
-          }
-           //}
-        }
-      }
-
-      Double_t hfeimpactR4all=0., hfeimpactnsigmaR4all=0.;
-      Int_t sourceDca =-1;
-      if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode()) == 211)){
-        if(track->Pt()>4.){
-          fExtraCuts->GetHFEImpactParameters(track, hfeimpactR4all, hfeimpactnsigmaR4all);
-          dataDca[0]=0; //pion
-          dataDca[1]=track->Pt();
-          dataDca[2]=hfeimpactR4all;
-          dataDca[3]=fCentralityF;
-          dataDca[4] = v0pid;
-          dataDca[5] = double(track->Charge());
-          fQACollection->Fill("Dca", dataDca);
-        }
-      }
-      else if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode()) == 11)){ // to increas statistics for Martin
-        if(signal){
-          fExtraCuts->GetHFEImpactParameters(track, hfeimpactR4all, hfeimpactnsigmaR4all);
-          if(fSignalCuts->IsCharmElectron(track)){
-            sourceDca=1;
-          }
-          else if(fSignalCuts->IsBeautyElectron(track)){
-            sourceDca=2;
-          }
-          else if(fSignalCuts->IsGammaElectron(track)){
-            sourceDca=3;
-          }
-          else if(fSignalCuts->IsNonHFElectron(track)){
-            sourceDca=4;
-          }
-          else if(fSignalCuts->IsJpsiElectron(track)){
-            sourceDca=5;
-          }
-          else {
-            sourceDca=6;
-          }
-          dataDca[0]=sourceDca;
-          dataDca[1]=track->Pt();
-          dataDca[2]=hfeimpactR4all;
-          dataDca[3]=fCentralityF;
-          dataDca[4] = v0pid;
-          dataDca[5] = double(track->Charge());
-          if(signal) fQACollection->Fill("Dca", dataDca);
-        }
-      }
-    }
-
-    if(TMath::Abs(track->Eta()) < 0.5){
-      if(track->GetInnerParam())
-        fQACollection->Fill("TPCdEdxBeforePID", track->GetInnerParam()->P(), track->GetTPCsignal());
-      fQACollection->Fill("TPCnSigmaBeforePID", track->P(), fInputHandler->GetPIDResponse()->NumberOfSigmasTPC(track, AliPID::kElectron));
-    }
-
-    AliHFEpidObject hfetrack;
-    hfetrack.SetAnalysisType(AliHFEpidObject::kESDanalysis);
-    hfetrack.SetRecTrack(track);
-    if(HasMCData()) hfetrack.SetMCTrack(mctrack);
-    hfetrack.SetCentrality(fCentralityF);
-    if(IsPbPb()) hfetrack.SetPbPb();
-    else hfetrack.SetPP();
-    fPID->SetVarManager(fVarManager);
-    if(!fPID->IsSelected(&hfetrack, fContainer, "recTrackCont", fPIDqa)) continue;
-    nElectronCandidates++;
-
-    // Temporary histogram for chi2/ITS cluster
-    if(IsPbPb()) {
-            TBits shared = track->GetTPCSharedMap();
-           Int_t sharebit=0;
-            if(shared.CountBits() >= 2) sharebit=1;
-
-           Double_t itschi2percluster = 0.0;
-           Double_t itsnbcls = static_cast<Double_t>(track->GetNcls(0));
-           if(itsnbcls > 0) itschi2percluster = track->GetITSchi2()/itsnbcls;
-
-            Double_t itsChi2[7] = {track->Pt(),track->Eta(), track->Phi(),
-                                  fCentralityF,track->GetTPCsignalN(), sharebit,itschi2percluster};
-            fQACollection->Fill("fChi2perITScluster", itsChi2);
-    }
-    else{
-
-      Double_t itschi2percluster = 0.0;
-      Double_t itsnbcls = static_cast<Double_t>(track->GetNcls(0));
-      if(itsnbcls > 0) itschi2percluster = track->GetITSchi2()/itsnbcls;
-
-      Double_t itsChi2[3] = {track->Pt(), fCentralityF, itschi2percluster};
-      fQACollection->Fill("fChi2perITScluster", itsChi2);
-    }
-
-    // Fill Histogram for Hadronic Background
-    if(HasMCData()){
-      if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode()) != 11))
-        fVarManager->FillContainer(fContainer, "hadronicBackground", UInt_t(0), kFALSE);
-      else if(mctrack){
-        // Fill Ke3 contributions
-        Int_t glabel=TMath::Abs(mctrack->GetMother());
-        if((mctrackmother = dynamic_cast<AliMCParticle *>(fMCEvent->GetTrack(glabel)))){
-          if(TMath::Abs(mctrackmother->Particle()->GetPdgCode())==321)
-            fQACollection->Fill("Ke3Kecorr",mctrack->Pt(),mctrackmother->Pt());
-          else if(TMath::Abs(mctrackmother->Particle()->GetPdgCode())==130)
-            fQACollection->Fill("Ke3K0Lecorr",mctrack->Pt(),mctrackmother->Pt());
-        }
-      }
-    }
-
-    // Fill Containers
-    if(signal) {
-      // Apply weight for background contamination
-            if(fBackGroundFactorApply) {
-              if(IsPbPb() && fCentralityF >= 0) fWeightBackGround =  fkBackGroundFactorArray[fCentralityF >= 0 ? fCentralityF : 0]->Eval(TMath::Abs(track->P()));
-              else    fWeightBackGround =  fkBackGroundFactorArray[0]->Eval(TMath::Abs(track->P())); // pp case
-
-              if(fWeightBackGround < 0.0) fWeightBackGround = 0.0;
-              else if(fWeightBackGround > 1.0) fWeightBackGround = 1.0;
-        // weightBackGround as special weight
-        fVarManager->FillContainer(fContainer, "hadronicBackground", 1, kFALSE, fWeightBackGround);
-      }
-      fVarManager->FillCorrelationMatrix(fContainer->GetCorrelationMatrix("correlationstepafterPID"));
-    }
-
-    Bool_t bTagged=kFALSE;
-    if(GetPlugin(kSecVtx)) {
-      AliDebug(2, "Running Secondary Vertex Analysis");
-      if(fSecVtx->Process(track) && signal) {
-        fVarManager->FillContainer(fContainer, "recTrackContSecvtxReco", AliHFEcuts::kStepHFEcutsSecvtx, kFALSE);
-        fVarManager->FillContainer(fContainer, "recTrackContSecvtxMC", AliHFEcuts::kStepHFEcutsSecvtx, kTRUE);
-        bTagged=kTRUE;
-      }
-    }
-
-    if(HasMCData()){
-      dataE[0] = track->Pt();
-      dataE[1] = track->Eta();
-      dataE[2] = track->Phi();
-      dataE[3] = track->Charge();
-      dataE[4] = -1.;
-      dataE[5] = -1.;
-
-      // Track selected: distinguish between true and fake
-      AliDebug(1, Form("Candidate Selected, filling THnSparse, PID: %d\n", mctrack->Particle()->GetPdgCode()));
-      if((pid = TMath::Abs(mctrack->Particle()->GetPdgCode())) == 11){
-        Int_t type = 0;
-        if(fSignalCuts->IsCharmElectron(track))
-          type = 1;
-        else if(fSignalCuts->IsBeautyElectron(track))
-          type = 2;
-        AliDebug(1, Form("Type: %d\n", type));
-        if(type){
-                dataE[5] = type; // beauty[1] or charm[2]
-                dataE[4] = 2;  // signal electron
-        }
-        else{
-                dataE[4] = 1; // not a signal electron
-                dataE[5] = 0;
-        }
-      } 
-      else {
-        // Fill THnSparse with the information for Fake Electrons
-        dataE[4] = 0;
-        dataE[5] = 0;
-      }
-      // fill the performance THnSparse, if the mc origin could be defined
-      if(dataE[4] > -1){
-        AliDebug(1, Form("Entries: [%.3f|%.3f|%.3f|%f|%f|%f]\n", dataE[0],dataE[1],dataE[2],dataE[3],dataE[4],dataE[5]));
-        fQACollection->Fill("PIDperformance", dataE);
-      }
-    }
-
-    // Electron background analysis 
-    if (GetPlugin(kIsElecBackGround)) {
-      
-      AliDebug(2, "Running BackGround Analysis");
-      
-      for(Int_t jtrack = 0; jtrack < fESD->GetNumberOfTracks(); jtrack++){
-        htrack = fESD->GetTrack(jtrack);
-        if ( itrack == jtrack ) continue;  
-        fElecBackGround->PairAnalysis(track, htrack); 
-      }
-    } // end of electron background analysis
-
-    if (GetPlugin(kDEstep)) { 
-      Double_t weightElecBgV0[kBgLevels] = {0.,0.,0.,};
-      Int_t elecSource = 0;
-      Double_t hfeimpactR=0., hfeimpactnsigmaR=0.;
-      fExtraCuts->GetHFEImpactParameters(track, hfeimpactR, hfeimpactnsigmaR);
-      if(HasMCData())
-      {
-        if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode()) != 11)){
-            fQACollection->Fill("hadronsBeforeIPcut",track->Pt());
-        } 
-        if(fMCQA && signal) {
-          
-          fMCQA->SetContainerStep(0);
-          for(Int_t iLevel = 0; iLevel < kBgLevels; iLevel++){
-            weightElecBgV0[iLevel] = fMCQA->GetWeightFactor(mctrack, iLevel); // positive:conversion e, negative: nonHFE 
-            if(!fisNonHFEsystematics)break;        
-          }
-          
-          if(fisNonHFEsystematics){
-            //Fill additional containers for electron source distinction           
-            elecSource = fMCQA->GetElecSource(mctrack->Particle());
-            const Char_t *sourceName[kElecBgSpecies]={"Pion","Eta","Omega","Phi","EtaPrime","Rho"};
-            const Char_t *levelName[kBgLevels]={"Best","Lower","Upper"};
-            Int_t iName = 0;
-            for(Int_t iSource = AliHFEmcQA::kPi0; iSource <=  AliHFEmcQA::kGammaRho0; iSource++){
-              if((iSource == AliHFEmcQA::kElse)||(iSource == AliHFEmcQA::kMisID)) continue;
-              if(elecSource == iSource){
-                for(Int_t iLevel = 0; iLevel < kBgLevels; iLevel++){
-                  if(weightElecBgV0[iLevel]>0) fVarManager->FillContainer(fContainer, Form("conversionElecs%s%s",sourceName[iName], levelName[iLevel]), 0, kFALSE, weightElecBgV0[iLevel]);
-                  else if(weightElecBgV0[iLevel]<0) fVarManager->FillContainer(fContainer, Form("mesonElecs%s%s",sourceName[iName], levelName[iLevel]), 0, kFALSE, -1*weightElecBgV0[iLevel]);
-                }
-                break;
-              }
-              iName++;
-              if(iName == kElecBgSpecies)iName = 0;
-            }
-          }
-          //else{
-          if(weightElecBgV0[0]>0) {
-           fVarManager->FillContainer(fContainer, "conversionElecs", 0, kFALSE, weightElecBgV0[0]);
-           fVarManager->FillContainer(fContainer, "conversionElecs", 5, kTRUE, weightElecBgV0[0]);
-         }
-          else if(weightElecBgV0[0]<0) {
-           fVarManager->FillContainer(fContainer, "mesonElecs", 0, kFALSE, -1*weightElecBgV0[0]);
-           fVarManager->FillContainer(fContainer, "mesonElecs", 5, kTRUE, -1*weightElecBgV0[0]);
-         }  
-          //}
-          if(bTagged){ // bg estimation for the secondary vertex tagged signals
-            if(weightElecBgV0[0]>0) fVarManager->FillContainer(fContainer, "conversionElecs", 2, kFALSE, weightElecBgV0[0]);
-            else if(weightElecBgV0[0]<0) fVarManager->FillContainer(fContainer, "mesonElecs", 2, kFALSE, -1*weightElecBgV0[0]);
-          }
-        }
-      } // end of MC
-
-      dataDca[0]=-1; //for data, don't know the origin
-      dataDca[1]=track->Pt();
-      dataDca[2]=hfeimpactR;
-      dataDca[3]=fCentralityF;
-      dataDca[4] = v0pid;
-      dataDca[5] = double(track->Charge());
-      if (!HasMCData()) fQACollection->Fill("Dca", dataDca);
-
-      // Fill Containers for impact parameter analysis
-      if(!fCFM->CheckParticleCuts(AliHFEcuts::kStepHFEcutsDca + AliHFEcuts::kNcutStepsMCTrack + AliHFEcuts::kNcutStepsRecTrack,track)) continue;
-      if(HasMCData()){
-        if(fMCQA && signal) {
-          fMCQA->SetContainerStep(1);
-          for(Int_t iLevel = 0; iLevel < kBgLevels; iLevel++){
-            weightElecBgV0[iLevel] = fMCQA->GetWeightFactor(mctrack, iLevel); // positive:conversion e, negative: nonHFE 
-            if(!fisNonHFEsystematics)break;        
-          }       
-          if(fisNonHFEsystematics){
-            //Fill additional containers for electron source distinction             
-            elecSource = fMCQA->GetElecSource(mctrack->Particle());
-            const Char_t *sourceName[kElecBgSpecies]={"Pion","Eta","Omega","Phi","EtaPrime","Rho"};
-            const Char_t *levelName[kBgLevels]={"Best","Lower","Upper"};
-            Int_t iName = 0;
-            for(Int_t iSource = AliHFEmcQA::kPi0; iSource <=  AliHFEmcQA::kGammaRho0; iSource++){
-              if((iSource == AliHFEmcQA::kElse)||(iSource == AliHFEmcQA::kMisID)) continue;
-              if(elecSource == iSource){
-                for(Int_t iLevel = 0; iLevel < kBgLevels; iLevel++){
-                  if(weightElecBgV0[iLevel]>0) fVarManager->FillContainer(fContainer, Form("conversionElecs%s%s",sourceName[iName], levelName[iLevel]), 1, kFALSE, weightElecBgV0[iLevel]);
-                  else if(weightElecBgV0[iLevel]<0) fVarManager->FillContainer(fContainer, Form("mesonElecs%s%s",sourceName[iName], levelName[iLevel]), 1, kFALSE, -1*weightElecBgV0[iLevel]);
-                }
-                break;
-              }
-              iName++;
-              if(iName == kElecBgSpecies)iName = 0;
-            }
-          }
-          // else{
-            if(weightElecBgV0[0]>0) {
-             fVarManager->FillContainer(fContainer, "conversionElecs", 1, kFALSE, weightElecBgV0[0]);
-             fVarManager->FillContainer(fContainer, "conversionElecs", 6, kTRUE, weightElecBgV0[0]);
-           }
-            else if(weightElecBgV0[0]<0) {
-             fVarManager->FillContainer(fContainer, "mesonElecs", 1, kFALSE, -1*weightElecBgV0[0]);
-             fVarManager->FillContainer(fContainer, "mesonElecs", 6, kTRUE, -1*weightElecBgV0[0]);
-            }
-            //}
-        }
-      }
-      if(signal) {
-        fVarManager->FillContainer(fContainer, "recTrackContDEReco", AliHFEcuts::kStepHFEcutsDca, kFALSE);
-        fVarManager->FillContainer(fContainer, "recTrackContDEMC", AliHFEcuts::kStepHFEcutsDca, kTRUE);
-        fVarManager->FillCorrelationMatrix(fContainer->GetCorrelationMatrix("correlationstepafterDE"));
-      }
-      if(HasMCData()){
-        if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode()) != 11)){
-          fQACollection->Fill("hadronsAfterIPcut",track->Pt());
-        }
-      }
-    }
-
-  }
-  fQACollection->Fill("nElectronTracksEvent", nElectronCandidates);
-}
-
-//____________________________________________________________
-void AliAnalysisTaskHFE::ProcessAOD(){
-  //
-  // Run Analysis in AOD Mode
-  // Function is still in development
-  //
-  //printf("Process AOD\n");
-  AliDebug(3, "Processing AOD Event");
-  Double_t eventContainer[4];
-  if(HasMCData()) eventContainer[0] = fVz;
-  else {
-    eventContainer[0] = fInputEvent->GetPrimaryVertex()->GetZ();
-  }
-  eventContainer[1] = 1.; // No Information available in AOD analysis, assume all events have V0AND
-  eventContainer[2] = fCentralityF; 
-  eventContainer[3] = fContributors; 
-  
-  //printf("value event container %f, %f, %f, %f\n",eventContainer[0],eventContainer[1],eventContainer[2],eventContainer[3]);
-
-  AliAODEvent *fAOD = dynamic_cast<AliAODEvent *>(fInputEvent);
-  if(!fAOD){
-    AliError("AOD Event required for AOD Analysis");
-      return;
-  }
-  
-  //printf("Will fill\n");
-  //
-  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepRecNoCut);
-  //printf("Fill\n");
-  //
-  if(fIdentifiedAsPileUp) return; 
-  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepRecNoPileUp);
-
-  //
-  if(fIdentifiedAsOutInz) return;
-  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepZRange);  
-
-  //
-  if(!fPassTheEventCut) return;
-  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepReconstructed);
-  //printf("pass\n");
-
-  fContainer->NewEvent();
-
-  fCFM->SetRecEventInfo(fAOD);
-
-  // Look for kink mother
-  Int_t numberofvertices = fAOD->GetNumberOfVertices();
-  Double_t listofmotherkink[numberofvertices];
-  Int_t numberofmotherkink = 0;
-  for(Int_t ivertex=0; ivertex < numberofvertices; ivertex++) {
-    AliAODVertex *aodvertex = fAOD->GetVertex(ivertex);
-    if(!aodvertex) continue;
-    if(aodvertex->GetType()==AliAODVertex::kKink) {
-      AliAODTrack *mother = (AliAODTrack *) aodvertex->GetParent();
-      if(!mother) continue;
-      Int_t idmother = mother->GetID();
-      listofmotherkink[numberofmotherkink] = idmother;
-      //printf("ID %d\n",idmother);
-      numberofmotherkink++;
-    }
-  }
-  //printf("Number of kink mother in the events %d\n",numberofmotherkink);
-
-
-    // Loop over tracks
-  AliAODTrack *track = NULL;
-  AliAODMCParticle *mctrack = NULL;
-  Double_t dataE[6]; // [pT, eta, Phi, Charge, type, 'C' or 'B']
-  Int_t nElectronCandidates = 0;
-  Int_t pid;
-  Bool_t signal;
-  //printf("Number of track %d\n",(Int_t) fAOD->GetNumberOfTracks());
-  for(Int_t itrack = 0; itrack < fAOD->GetNumberOfTracks(); itrack++){
-    track = fAOD->GetTrack(itrack); mctrack = NULL;
-    if(!track) continue;
-    if(fUseFlagAOD){
-      if(track->GetFlags() != fFlags) continue;  // Only process AOD tracks where the HFE is set
-    }
-    //printf("Pass the flag\n");
-
-    signal = kTRUE;
-    if(HasMCData()){
-
-      Int_t label = TMath::Abs(track->GetLabel());
-      if(label)
-        mctrack = dynamic_cast<AliAODMCParticle *>(fMCEvent->GetTrack(label));
-        if(fFillSignalOnly && !fCFM->CheckParticleCuts(AliHFEcuts::kStepMCGenerated, mctrack)) signal = kFALSE;
-    }
-    fVarManager->NewTrack(track, mctrack, fCentralityF, -1, kTRUE);
-    
-    if(fFillNoCuts) {
-      if(signal || !fFillSignalOnly){
-        fVarManager->FillContainer(fContainer, "recTrackContReco", AliHFEcuts::kStepRecNoCut, kFALSE);
-        fVarManager->FillContainer(fContainer, "recTrackContMC", AliHFEcuts::kStepRecNoCut, kTRUE);
-      }
-    }
-
-    if(fApplyCutAOD) {
-      // RecKine: ITSTPC cuts  
-      if(!ProcessCutStep(AliHFEcuts::kStepRecKineITSTPC, track)) continue;
-
-      // Reject kink mother
-      Bool_t kinkmotherpass = kTRUE;
-      for(Int_t kinkmother = 0; kinkmother < numberofmotherkink; kinkmother++) {
-       if(track->GetID() == listofmotherkink[kinkmother]) {
-         kinkmotherpass = kFALSE;
-         continue;
-       }
-      }
-      if(!kinkmotherpass) continue;
-      
-      // RecPrim
-      if(!ProcessCutStep(AliHFEcuts::kStepRecPrim, track)) continue;
-
-      // HFEcuts: ITS layers cuts
-      if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsITS, track)) continue;
-      
-      // HFE cuts: TOF PID and mismatch flag
-      if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsTOF, track)) continue;
-      
-      // HFE cuts: TPC PID cleanup
-      if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsTPC, track)) continue;
-      
-      // HFEcuts: Nb of tracklets TRD0
-      if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsTRD, track)) continue;
-    }
-
-    // Fill correlation maps before PID
-    if(signal && fContainer->GetCorrelationMatrix("correlationstepbeforePID")) {
-      //printf("Fill correlation maps before PID\n");
-      fVarManager->FillCorrelationMatrix(fContainer->GetCorrelationMatrix("correlationstepbeforePID"));
-    }
-
-    //printf("Will process to PID\n");
-
-    // track accepted, do PID
-    AliHFEpidObject hfetrack;
-    hfetrack.SetAnalysisType(AliHFEpidObject::kAODanalysis);
-    hfetrack.SetRecTrack(track);
-    if(HasMCData()) hfetrack.SetMCTrack(mctrack);
-    hfetrack.SetCentrality(fCentralityF);
-    if(IsPbPb()) hfetrack.SetPbPb();
-    else hfetrack.SetPP();
-    fPID->SetVarManager(fVarManager);
-    if(!fPID->IsSelected(&hfetrack, fContainer, "recTrackCont", fPIDqa)) continue;    // we will do PID here as soon as possible
-
-    
-    // Apply weight for background contamination
-    //Double_t weightBackGround = 1.0;
-    if(signal) {
-      // Apply weight for background contamination
-      if(fBackGroundFactorApply) {
-       if(IsPbPb() && fCentralityF >= 0) fWeightBackGround =  fkBackGroundFactorArray[fCentralityF >= 0 ? fCentralityF : 0]->Eval(TMath::Abs(track->P()));
-       else    fWeightBackGround =  fkBackGroundFactorArray[0]->Eval(TMath::Abs(track->P())); // pp case
-       
-       if(fWeightBackGround < 0.0) fWeightBackGround = 0.0;
-       else if(fWeightBackGround > 1.0) fWeightBackGround = 1.0;
-        // weightBackGround as special weight
-        fVarManager->FillContainer(fContainer, "hadronicBackground", 1, kFALSE, fWeightBackGround);
-      }
-      fVarManager->FillCorrelationMatrix(fContainer->GetCorrelationMatrix("correlationstepafterPID"));
-    }
-    
-    nElectronCandidates++;    
-    if(HasMCData()){
-      dataE[0] = track->Pt();
-      dataE[1] = track->Eta();
-      dataE[2] = track->Phi();
-      dataE[3] = track->Charge();
-      dataE[4] = -1;
-      dataE[5] = -1;
-      // Track selected: distinguish between true and fake
-      AliDebug(1, Form("Candidate Selected, filling THnSparse, PID: %d\n", mctrack ? mctrack->GetPdgCode(): -1));
-      if(mctrack && ((pid = TMath::Abs(mctrack->GetPdgCode())) == 11)){
-      
-        Int_t type = 0;
-        if(fSignalCuts->IsCharmElectron(track))
-          type = 1;
-        else if(fSignalCuts->IsBeautyElectron(track))
-          type = 2;
-        AliDebug(1, Form("Type: %d\n", type));
-        if(type){
-                dataE[5] = type; // beauty[1] or charm[2]
-                dataE[4] = 2;  // signal electron
-        }
-        else{
-                dataE[4] = 1; // not a signal electron
-                dataE[5] = 0;
-        }
-      } 
-      else {
-        // Fill THnSparse with the information for Fake Electrons
-        dataE[4] = 0;
-        dataE[5] = 0;
-      }
-      // fill the performance THnSparse, if the mc origin could be defined
-      if(dataE[4] > -1){
-        AliDebug(1, Form("Entries: [%.3f|%.3f|%.3f|%f|%f|%f]\n", dataE[0],dataE[1],dataE[2],dataE[3],dataE[4],dataE[5]));
-        fQACollection->Fill("PIDperformance", dataE);
-      }
-    }
-  }
-  fQACollection->Fill("nElectronTracksEvent", nElectronCandidates);
-}
-
-//____________________________________________________________
-Bool_t AliAnalysisTaskHFE::ProcessMCtrack(AliVParticle *track){
-  //
-  // Filter the Monte Carlo Track
-  // Additionally Fill a THnSparse for Signal To Background Studies
-  // Works for AOD and MC analysis Type
-  //
-  fVarManager->NewTrack(track, NULL, fCentralityF, -1, kTRUE);
-  Double_t signalContainer[6];
-
-  signalContainer[0] = track->Pt();
-  signalContainer[1] = track->Eta();
-  signalContainer[2] = track->Phi();
-  signalContainer[3] = track->Charge()/3;
-
-  Double_t vertex[3] = {0.,0.,0.}; // Production vertex cut to mask gammas which are NOT supposed to have hits in the first ITS layer(s)
-  if(IsESDanalysis()){
-    AliMCParticle *mctrack = dynamic_cast<AliMCParticle *>(track);
-    if(mctrack){
-      vertex[0] = mctrack->Particle()->Vx();
-      vertex[1] = mctrack->Particle()->Vy();
-    }
-  } else {
-    AliAODMCParticle *aodmctrack = dynamic_cast<AliAODMCParticle *>(track);
-    if(aodmctrack) aodmctrack->XvYvZv(vertex);
-  }
-
-  if(!fCFM->CheckParticleCuts(AliHFEcuts::kStepMCGenerated, track)) return kFALSE;
-  fVarManager->FillContainer(fContainer, "MCTrackCont", AliHFEcuts::kStepMCGenerated, kFALSE);
-  signalContainer[4] = 0;
-  if(fSignalCuts->IsSelected(track)){
-    //fVarManager->FillContainer(fContainer, "MCTrackCont", AliHFEcuts::kStepMCsignal, kFALSE);
-    // Filling of the Signal/Background histogram using the 
-    // definition of the codes for charm and beauty as below in
-    // th crearion of the histogram
-    if(fSignalCuts->IsCharmElectron(track))
-      signalContainer[4] = 1;
-    else 
-      signalContainer[4] = 2;
-  } else {
-    signalContainer[4] = 0; // (and other background)
-  }
-  signalContainer[5] = 0;
-  // apply cut on the sqrt of the production vertex
-  Double_t radVertex = TMath::Sqrt(vertex[0]*vertex[0] + vertex[1] * vertex[1]);
-  if(radVertex < 3.5){
-    // Within first ITS layer(2) -> Background we cannot reject by ITS cut, let it pass
-    signalContainer[5] = 1;
-  } else if (radVertex < 7.5){
-    signalContainer[5] = 2;
-  }
-  fQACollection->Fill("SignalToBackgroundMC", signalContainer);
-
-  // Step GeneratedZOutNoPileUp
-  if((fIdentifiedAsPileUp) || (TMath::Abs(fVz) > fCuts->GetVertexRange()) || (fCentralityF < 0)) return kFALSE;
-  fVarManager->FillContainer(fContainer, "MCTrackCont", AliHFEcuts::kStepMCGeneratedZOutNoPileUpCentralityFine, kFALSE);
-  //printf("In ProcessMCtrack %f\n",fCentralityF);
-
-  // Step Generated Event Cut
-  if(!fPassTheEventCut) return kFALSE;
-  fVarManager->FillContainer(fContainer, "MCTrackCont", AliHFEcuts::kStepMCGeneratedEventCut, kFALSE);
-
-  if(!fCFM->CheckParticleCuts(AliHFEcuts::kStepMCInAcceptance, track)) return kFALSE;
-  fVarManager->FillContainer(fContainer, "MCTrackCont", AliHFEcuts::kStepMCInAcceptance, kFALSE);
-  return kTRUE;
-}
-
-//____________________________________________________________
-Bool_t AliAnalysisTaskHFE::PreSelectTrack(AliESDtrack *track) const {
-  //
-  // Preselect tracks
-  //
-  
-
-  Bool_t survived = kTRUE;
-  
-  if(!fCutspreselect->CheckParticleCuts(AliHFEcuts::kStepRecKineITSTPC, track)) {
-    survived = kFALSE;
-    //printf("Did not pass AliHFEcuts::kStepRecKineITSTPC\n");
-  }
-  //else printf("Pass AliHFEcuts::kStepRecKineITSTPC\n");
-  if(!fCutspreselect->CheckParticleCuts(AliHFEcuts::kStepRecPrim, track)) {
-    survived = kFALSE;
-    //printf("Did not pass AliHFEcuts::kStepRecPrim\n");
-  }
-  //else printf("Pass AliHFEcuts::kStepRecPrim\n");
-  if(!fCutspreselect->CheckParticleCuts(AliHFEcuts::kStepHFEcutsITS, track)) {
-    survived = kFALSE;
-    //printf("Did not pass AliHFEcuts::kStepHFEcutsITS\n");
-  }
-  //else printf("Pass AliHFEcuts::kStepHFEcutsITS\n");
-  if(!fCutspreselect->CheckParticleCuts(AliHFEcuts::kStepHFEcutsTOF, track)) {
-    survived = kFALSE;
-    //printf("Did not pass AliHFEcuts::kStepHFEcutsTOF\n");
-  }
-  //else printf("Pass AliHFEcuts::kStepHFEcutsTOF\n");
-  if(!fCutspreselect->CheckParticleCuts(AliHFEcuts::kStepHFEcutsTRD, track)) {
-    survived = kFALSE;
-    //printf("Did not pass AliHFEcuts::kStepHFEcutsTRD\n");
-  }
-  //else printf("Pass AliHFEcuts::kStepHFEcutsTRD\n");
-  
-  if(survived){
-    // Apply PID
-    AliHFEpidObject hfetrack;
-    hfetrack.SetAnalysisType(AliHFEpidObject::kESDanalysis);
-    hfetrack.SetRecTrack(track);
-    if(!fPIDpreselect->IsSelected(&hfetrack)) {
-      //printf("Did not pass AliHFEcuts::kPID\n");
-      survived = kFALSE;
-    }
-    //else printf("Pass AliHFEcuts::kPID\n");
-  }
-
-  return survived; 
-      
-}
-//____________________________________________________________
-void AliAnalysisTaskHFE::MakeEventContainer(){
-  //
-  // Create the event container for the correction framework and link it
-  // 1st bin: Vertex z-position
-  // 2nd bin: V0AND decision (normalization to sigma_inel)
-  // 3rd bin: Centrality class (for pp defined as number of contributors in vertex.)
-  // 4th bin: Number of contributors > 0
-  //
-  
-  const Int_t kNvar = 4;  // number of variables on the grid: 
-  Int_t nBins[kNvar] = {120, 2, 11, 2};
-  Double_t binMin[kNvar] = {-30. , 0., 0.0, 0.};
-  Double_t binMax[kNvar] = {30., 2., 11.0, 2.};
-  
-  AliCFContainer *evCont = new AliCFContainer("eventContainer", "Container for events", AliHFEcuts::kNcutStepsEvent, kNvar, nBins);
-  
-  Double_t *vertexBins = AliHFEtools::MakeLinearBinning(nBins[0], binMin[0], binMax[0]);
-  Double_t *v0andBins = AliHFEtools::MakeLinearBinning(nBins[1], binMin[1], binMax[1]);
-  Double_t *centralityBins = AliHFEtools::MakeLinearBinning(nBins[2], binMin[2], binMax[2]);
-  Double_t *contributorsBins = AliHFEtools::MakeLinearBinning(nBins[3], binMin[3], binMax[3]);
-  evCont->SetBinLimits(0, vertexBins);
-  evCont->SetBinLimits(1, v0andBins);
-  evCont->SetBinLimits(2, centralityBins);
-  evCont->SetBinLimits(3, contributorsBins);
-  delete[] vertexBins; delete[] v0andBins; delete[] centralityBins; delete[] contributorsBins;
-    
-  fCFM->SetEventContainer(evCont);
-}
-
-//____________________________________________________________
-void AliAnalysisTaskHFE::MakeParticleContainer(){
-  //
-  // Create the particle container for the correction framework manager and 
-  // link it
-  //
-  if(!fContainer) fContainer = new AliHFEcontainer("trackContainer");
-  fVarManager->DefineVariables(fContainer);
-
-  // Create Correction Framework containers
-  fContainer->CreateContainer("MCTrackCont", "Track Container filled with MC information", AliHFEcuts::kNcutStepsMCTrack);
-  fContainer->CreateContainer("recTrackContReco", "Track Container filled with MC information", AliHFEcuts::kNcutStepsRecTrack + fPID->GetNumberOfPIDdetectors());
-  fContainer->CreateContainer("recTrackContMC", "Track Container filled with MC information", AliHFEcuts::kNcutStepsRecTrack + fPID->GetNumberOfPIDdetectors());
-  
-  fContainer->CreateContainer("hadronicBackground", "Container for Hadronic Background", 2);
-  fContainer->CreateContainer("recTrackContDEReco", "Container for displaced electron analysis with Reco information", 1);
-  fContainer->CreateContainer("recTrackContDEMC", "Container for displaced electron analysis with MC information", 1);
-  fContainer->CreateContainer("recTrackContSecvtxReco", "Container for secondary vertexing analysis with Reco information", 1);
-  fContainer->CreateContainer("recTrackContSecvtxMC", "Container for secondary vertexing analysis with MC information", 1);
-
-  if(HasMCData()){
-    fContainer->CreateContainer("conversionElecs", "Container for weighted conversion electrons",7);
-    fContainer->CreateContainer("mesonElecs", "Container for weighted electrons from meson decays",7);
-    fContainer->Sumw2("conversionElecs");
-    fContainer->Sumw2("mesonElecs");
-   
-    if(fisNonHFEsystematics){
-      const Char_t *sourceName[kElecBgSpecies]={"Pion","Eta","Omega","Phi","EtaPrime","Rho"};
-      const Char_t *levelName[kBgLevels]={"Best","Lower","Upper"};
-      for(Int_t iSource = 0; iSource < kElecBgSpecies; iSource++){
-        for(Int_t iLevel = 0; iLevel < kBgLevels; iLevel++){
-          fContainer->CreateContainer(Form("conversionElecs%s%s",sourceName[iSource],levelName[iLevel]), Form("Container for weighted conversion electrons from %s grandm., %s level",sourceName[iSource],levelName[iLevel]),4);
-          fContainer->CreateContainer(Form("mesonElecs%s%s",sourceName[iSource],levelName[iLevel]), Form("Container for weighted electrons from %s decays, %s level",sourceName[iSource],levelName[iLevel]),4);
-          fContainer->Sumw2(Form("conversionElecs%s%s",sourceName[iSource],levelName[iLevel]));
-          fContainer->Sumw2(Form("mesonElecs%s%s",sourceName[iSource],levelName[iLevel]));
-        }
-      }
-    }
-    //fContainer->CreateContainer("charmElecs", "Container for weighted charm electrons",2);
-  }
-
-  fContainer->CreateCorrelationMatrix("correlationstepafterPID","THnSparse with correlations");
-  fContainer->CreateCorrelationMatrix("correlationstepafterDE","THnSparse with correlations");
-  if(!fVarManager->IsVariableDefined("centrality")) {
-    //printf("Create the two other correlation maps\n");
-    fContainer->CreateCorrelationMatrix("correlationstepbeforePID","THnSparse with correlations");
-    fContainer->CreateCorrelationMatrix("correlationstepafterTOF","THnSparse with correlations");
-  }
-
-  // Define the step names
-  for(UInt_t istep = 0; istep < AliHFEcuts::kNcutStepsMCTrack; istep++){
-    fContainer->SetStepTitle("MCTrackCont", AliHFEcuts::MCCutName(istep), istep);
-  }
-  for(UInt_t istep = 0; istep < AliHFEcuts::kNcutStepsRecTrack; istep++){
-    fContainer->SetStepTitle("recTrackContReco", AliHFEcuts::RecoCutName(istep), istep);
-    fContainer->SetStepTitle("recTrackContMC", AliHFEcuts::RecoCutName(istep), istep);
-  }
-  for(UInt_t ipid = 0; ipid < fPID->GetNumberOfPIDdetectors(); ipid++){
-    fContainer->SetStepTitle("recTrackContReco", fPID->SortedDetectorName(ipid), AliHFEcuts::kNcutStepsRecTrack + ipid);
-    fContainer->SetStepTitle("recTrackContMC", fPID->SortedDetectorName(ipid), AliHFEcuts::kNcutStepsRecTrack + ipid);
-  }
-}
-
-//____________________________________________________________
-void AliAnalysisTaskHFE::InitPIDperformanceQA(){
-  // Add a histogram for Fake electrons
-  const Int_t nDim=6;
-  Int_t nBin[nDim] = {40, 8, 18, 2, 3, 3};
-  //number of variables on the grid:pt,eta,phi,charge,
-  const Double_t kPtbound[2] = {0.1, 20.};
-  const Double_t kEtabound[2] = {-0.8, 0.8};
-  const Double_t kPhibound[2] = {0., 2. * TMath::Pi()}; 
-  const Double_t kChargebound[2] = {-1.1, 1.1};
-  const Double_t kAddInf1bound[2] = {0., 3.};
-  const Double_t kAddInf2bound[2] = {0., 3.};
-  Double_t minima[nDim] = {kPtbound[0], kEtabound[0], kPhibound[0], kChargebound[0], kAddInf1bound[0], kAddInf2bound[0]}; 
-  Double_t maxima[nDim] = {kPtbound[1], kEtabound[1], kPhibound[1], kChargebound[1], kAddInf1bound[1], kAddInf2bound[1]}; 
-  
-  fQACollection->CreateTHnSparse("PIDperformance", "PID performance; pT [GeV/c]; theta [rad]; phi [rad]; charge; type (0 - not el, 1 - other el, 2 - HF el; flavor (0 - no, 1 - charm, 2 - bottom)", nDim, nBin, minima, maxima);
-  fQACollection->CreateTHnSparse("SignalToBackgroundMC", "PID performance; pT [GeV/c]; theta [rad]; phi [rad]; charge; flavor (0 - no, 1 - charm, 2 - bottom); ITS Cluster (0 - no, 1 - first (and maybe second), 2 - second)", nDim, nBin, minima, maxima);
-
-  fQACollection->BinLogAxis("PIDperformance", 0);
-  fQACollection->BinLogAxis("SignalToBackgroundMC", 0);
-  fQACollection->Sumw2("PIDperformance");
-  fQACollection->Sumw2("SignalToBackgroundMC");
-}
-
-//____________________________________________________________
-void AliAnalysisTaskHFE::InitContaminationQA(){
-  // 
-  // Add QA for Impact Parameter cut
-  //
-
-  TObjArray *array = fVarManager->GetVariables();
-  Int_t nvars = array->GetEntriesFast();
-  for(Int_t v = 0; v < nvars; v++) {
-    AliHFEvarManager::AliHFEvariable *variable = (AliHFEvarManager::AliHFEvariable *) array->At(v);
-    if(!variable) continue;
-    TString name(((AliHFEvarManager::AliHFEvariable *)variable)->GetName());
-    if(!name.CompareTo("pt")) {
-      const Int_t nBinPt  = variable->GetNumberOfBins();
-      const Double_t *kPtRange = variable->GetBinning();
-
-      fQACollection->CreateTH1Farray("hadronsBeforeIPcut", "Hadrons before IP cut", nBinPt, kPtRange);
-      fQACollection->CreateTH1Farray("hadronsAfterIPcut", "Hadrons after IP cut", nBinPt, kPtRange);
-
-      fQACollection->CreateTH2Farray("Ke3Kecorr", "Ke3 decay e and K correlation; Ke3K p_{t}; Ke3e p_{t}; ", nBinPt, kPtRange, 20,0.,20.);
-      fQACollection->CreateTH2Farray("Ke3K0Lecorr", "Ke3 decay e and K0L correlation; Ke3K0L p_{t}; Ke3e p_{t}; ", nBinPt, kPtRange, 20,0.,20.);
-      fQACollection->CreateTH1Farray("Kptspectra", "Charged Kaons: MC p_{t} ", nBinPt, kPtRange);
-      fQACollection->CreateTH1Farray("K0Lptspectra", "K0L: MC p_{t} ", nBinPt, kPtRange);
-
-      const Double_t kDCAbound[2] = {-0.2, 0.2};
-
-      const Int_t nDimDca=6;
-      const Int_t nBinDca[nDimDca] = { 8, nBinPt, 800, 12,  6, 2};
-      Double_t minimaDca[nDimDca]  = { -1., 0., kDCAbound[0], -1., -1, -1.1};
-      Double_t maximaDca[nDimDca]  = { 7., 20., kDCAbound[1], 11.,  5, 1.1};
-
-      Double_t *sourceBins = AliHFEtools::MakeLinearBinning(nBinDca[0], minimaDca[0], maximaDca[0]);
-      Double_t *dcaBins = AliHFEtools::MakeLinearBinning(nBinDca[2], minimaDca[2], maximaDca[2]);
-      Double_t *centralityBins = AliHFEtools::MakeLinearBinning(nBinDca[3], minimaDca[3], maximaDca[3]);
-      Double_t *v0PIDBins = AliHFEtools::MakeLinearBinning(nBinDca[4], minimaDca[4], maximaDca[4]);
-      Double_t *chargeBins = AliHFEtools::MakeLinearBinning(nBinDca[5], minimaDca[5], maximaDca[5]);
-
-      fQACollection->CreateTHnSparseNoLimits("Dca", "Dca; source (0-all, 1-charm,etc); pT [GeV/c]; dca; centrality bin; v0pid; charge", nDimDca, nBinDca);
-      ((THnSparse*)(fQACollection->Get("Dca")))->SetBinEdges(0, sourceBins);
-      ((THnSparse*)(fQACollection->Get("Dca")))->SetBinEdges(1, kPtRange);
-      ((THnSparse*)(fQACollection->Get("Dca")))->SetBinEdges(2, dcaBins);
-      ((THnSparse*)(fQACollection->Get("Dca")))->SetBinEdges(3, centralityBins);
-      ((THnSparse*)(fQACollection->Get("Dca")))->SetBinEdges(4, v0PIDBins);
-      ((THnSparse*)(fQACollection->Get("Dca")))->SetBinEdges(5, chargeBins);
-
-      break;
-    }  
-  }
-
-}
-
-//____________________________________________________________
-void AliAnalysisTaskHFE::InitHistoITScluster(){
-  //
-    // Initialize a temporary histogram to monitor the chi2/ITS cluster
-    if(IsPbPb()) {
-        const Int_t kNDim = 7;
-        const Int_t kNBins[kNDim] = {88, 20,90,11, 160, 2, 1000};
-        const Double_t kMin[kNDim] = {0.1, -1,0,  0.,0., 0,  0.};
-        const Double_t kMax[kNDim] = {20., 1, 2.*TMath::Pi(), 11.,160, 2, 100.};
-        fQACollection->CreateTHnSparse("fChi2perITScluster", "chi2/ITS cluster; p_{T} (GeV/c);eta;phi; centrality class;nclus;sharebit; #chi^{2}/ITS cluster", kNDim, kNBins, kMin, kMax);
-        fQACollection->BinLogAxis("fChi2perITScluster", 0);
-    }
-    else
-    {
-        const Int_t kNDim = 3;
-        const Int_t kNBins[kNDim] = {44, 11, 1000};
-        const Double_t kMin[kNDim] = {0.1, 0., 0.};
-        const Double_t kMax[kNDim] = {20., 11., 100.};
-        fQACollection->CreateTHnSparse("fChi2perITScluster", "chi2/ITS cluster; p_{T} (GeV/c); centrality class; #chi^{2}/ITS cluster", kNDim, kNBins, kMin, kMax);
-        fQACollection->BinLogAxis("fChi2perITScluster", 0);
-    }
-}
-
-//____________________________________________________________
-void AliAnalysisTaskHFE::SelectSpecialTrigger(const Char_t *trgclust, Int_t runMin, Int_t runMax){
-  //
-  // Select only events triggered by a special trigeer cluster
-  //
-  if(!fSpecialTrigger) fSpecialTrigger = new AliOADBContainer("SpecialTrigger");
-  fSpecialTrigger->AppendObject(new TObjString(trgclust), runMin, runMax);
-}
-
-//____________________________________________________________
-const Char_t * AliAnalysisTaskHFE::GetSpecialTrigger(Int_t run){
-  //
-  // Derive selected trigger string for given run
-  //
-  if(!fSpecialTrigger) return NULL;
-  TObjString *trg = dynamic_cast<TObjString *>(fSpecialTrigger->GetObject(run));
-  if(!trg) return NULL;
-  return trg->String().Data();
-}
-
-//____________________________________________________________
-void AliAnalysisTaskHFE::PrintStatus() const {
-  //
-  // Print Analysis status
-  //
-  printf("\n\tAnalysis Settings\n\t========================================\n\n");
-  printf("\tSecondary Vertex finding: %s\n", GetPlugin(kSecVtx) ? "YES" : "NO");
-  printf("\tPrimary Vertex resolution: %s\n", GetPlugin(kPriVtx) ? "YES" : "NO");
-  printf("\tDisplaced electron analysis step: %s\n", GetPlugin(kDEstep) ? "YES" : "NO");
-  printf("\tTagged Track Analysis: %s\n", GetPlugin(kTaggedTrackAnalysis) ? "YES" : "NO");
-  printf("\n");
-  printf("\tParticle Identification Detectors:\n");
-  fPID->PrintStatus();
-  printf("\n");
-  printf("\tQA: \n");
-  printf("\t\tPID: %s\n", IsQAOn(kPIDqa) ? "YES" :  "NO");
-  printf("\t\tCUTS: %s\n", (fCuts != NULL && fCuts->IsQAOn()) ? "YES" : "NO");
-  printf("\t\tMC: %s\n", IsQAOn(kMCqa) ? "YES" : "NO");
-  printf("\n");
-}
-
-//____________________________________________________________
-Bool_t AliAnalysisTaskHFE::FillProductionVertex(const AliVParticle * const track) const{
-  //
-  // Find the production vertex of the associated MC track
-  //
-  if(!fMCEvent) return kFALSE;
-  const AliVParticle *mctrack = NULL;
-  TString objectType = track->IsA()->GetName();
-  if(objectType.CompareTo("AliESDtrack") == 0 || objectType.CompareTo("AliAODTrack") == 0){
-    // Reconstructed track
-    mctrack = fMCEvent->GetTrack(TMath::Abs(track->GetLabel()));
-  } else {
-    // MCParticle
-    mctrack = track;
-  }
-
-  if(!mctrack) return kFALSE;
-
-  Double_t xv = 0.0;
-  Double_t yv = 0.0;
-  if(TString(mctrack->IsA()->GetName()).CompareTo("AliMCParticle") == 0){
-    // case MCParticle
-    const AliMCParticle *mcpart = dynamic_cast<const AliMCParticle *>(mctrack);
-    if(mcpart){
-      xv =  mcpart->Xv();
-      yv =  mcpart->Yv();
-    }
-  } else {
-    // case AODMCParticle
-    const AliAODMCParticle *mcpart = dynamic_cast<const AliAODMCParticle *>(mctrack);
-    if(mcpart){
-      xv =  mcpart->Xv();
-      yv =  mcpart->Yv();
-    }
-  }
-
-  //printf("xv %f, yv %f\n",xv,yv);
-  fQACollection->Fill("radius", TMath::Abs(xv),TMath::Abs(yv));
-
-  return kTRUE;
-
-}
-//__________________________________________
-void AliAnalysisTaskHFE::SwitchOnPlugin(Int_t plug){
-  //
-  // Switch on Plugin
-  // Available:
-  //  - Primary vertex studies
-  //  - Secondary vertex Studies
-  //  - Post Processing
-  //
-  switch(plug){
-    case kPriVtx: SETBIT(fPlugins, plug); break;
-    case kSecVtx: SETBIT(fPlugins, plug); break;
-    case kIsElecBackGround: SETBIT(fPlugins, plug); break;
-    case kPostProcess: SETBIT(fPlugins, plug); break;
-    case kDEstep: SETBIT(fPlugins, plug); break;
-    case kTaggedTrackAnalysis: SETBIT(fPlugins, plug); break;
-    default: AliError("Unknown Plugin");
-  };
-}
-//__________________________________________
-Bool_t AliAnalysisTaskHFE::ProcessCutStep(Int_t cutStep, AliVParticle *track){
-  //
-  // Check single track cuts for a given cut step
-  // Fill the particle container
-  //
-  const Int_t kMCOffset = AliHFEcuts::kNcutStepsMCTrack;
-  if(!fCFM->CheckParticleCuts(cutStep + kMCOffset, track)) return kFALSE;
-  if(fVarManager->IsSignalTrack()) {
-    fVarManager->FillContainer(fContainer, "recTrackContReco", cutStep, kFALSE);
-    fVarManager->FillContainer(fContainer, "recTrackContMC", cutStep, kTRUE);
-  }
-  return kTRUE;
-}
-//___________________________________________________
-Bool_t AliAnalysisTaskHFE::ReadCentrality() {
-  //
-  // Recover the centrality of the event from ESD or AOD
-  //
-  
-  Float_t fCentralityLimitstemp[12];
-  Float_t fCentralityLimitsdefault[12]= {0.,5.,10., 20., 30., 40., 50., 60.,70.,80., 90., 100.};
-  if(!fPbPbUserCentralityBinning) memcpy(fCentralityLimitstemp,fCentralityLimitsdefault,sizeof(fCentralityLimitsdefault));
-  else memcpy(fCentralityLimitstemp,fCentralityLimits,sizeof(fCentralityLimitsdefault));
-  
-
-  Int_t bin = -1;
-  if(IsPbPb()) {
-    // Centrality
-    AliCentrality *centrality = fInputEvent->GetCentrality();
-    fCentralityPercent = centrality->GetCentralityPercentile("V0M");
-    //printf("centrality %f\n",fCentralityPercent);
-
-    for(Int_t ibin = 0; ibin < 11; ibin++){
-      if(fCentralityPercent >= fCentralityLimitstemp[ibin] && fCentralityPercent < fCentralityLimitstemp[ibin+1]){
-        bin = ibin;
-       //printf("test bin %f, low %f, high %f, %d\n",fCentralityPercent,fCentralityLimitstemp[ibin],fCentralityLimitstemp[ibin+1],ibin);
-        break;
-      }
-    }
-    
-    if(bin == -1) bin = 11; // Overflow
-  } else {
-    // PP: Tracklet multiplicity, use common definition
-    Int_t itsMultiplicity = GetITSMultiplicity(fInputEvent);
-    Int_t multiplicityLimits[8] = {0, 1, 9, 17, 25, 36, 60, 500};
-    for(Int_t ibin = 0; ibin < 7; ibin++){  
-      if(itsMultiplicity >= multiplicityLimits[ibin] && itsMultiplicity < multiplicityLimits[ibin + 1]){
-        bin = ibin;
-        break;
-      }
-    }
-    if(bin == -1) bin = 7;  // Overflow
-  }
-  fCentralityF = bin;
-  AliDebug(2, Form("Centrality class %d\n", fCentralityF));
-
-  // contributors, to be outsourced
-  const AliVVertex *vtx;
-  if(IsAODanalysis()){
-    AliAODEvent *fAOD = dynamic_cast<AliAODEvent *>(fInputEvent);
-    if(!fAOD){
-      AliError("AOD Event required for AOD Analysis");
-      return kFALSE;
-    }
-    vtx = fAOD->GetPrimaryVertex();
-  } else {
-    AliESDEvent *fESD = dynamic_cast<AliESDEvent *>(fInputEvent);
-    if(!fESD){
-      AliError("ESD Event required for ESD Analysis");
-      return kFALSE;
-    }
-    vtx = fESD->GetPrimaryVertexSPD();
-  }
-  if(!vtx){ 
-    fContributors = 0.5;
-    return kFALSE;
-  }
-  else {
-    Int_t contributorstemp = vtx->GetNContributors();
-    if( contributorstemp <=  0) fContributors =  0.5;
-    else fContributors = 1.5;
-    //printf("Number of contributors %d\n",contributorstemp);
-  }
-  return kTRUE;
-}
-
-//___________________________________________________
-Int_t AliAnalysisTaskHFE::GetITSMultiplicity(AliVEvent *ev){
-  //
-  // Definition of the Multiplicity according to the JPSI group (F. Kramer)
-  //
-  Int_t nTracklets = 0;
-  Int_t nAcc = 0;
-  Double_t etaRange = 1.6;
-
-  if (ev->IsA() == AliAODEvent::Class()) {
-    AliAODTracklets *tracklets = ((AliAODEvent*)ev)->GetTracklets();
-    nTracklets = tracklets->GetNumberOfTracklets();
-    for (Int_t nn = 0; nn < nTracklets; nn++) {
-      Double_t theta = tracklets->GetTheta(nn);
-      Double_t eta = -TMath::Log(TMath::Tan(theta/2.0));
-      if (TMath::Abs(eta) < etaRange) nAcc++;
-    }
-  } else if (ev->IsA() == AliESDEvent::Class()) {
-    nTracklets = ((AliESDEvent*)ev)->GetMultiplicity()->GetNumberOfTracklets();
-    for (Int_t nn = 0; nn < nTracklets; nn++) {
-       Double_t eta = ((AliESDEvent*)ev)->GetMultiplicity()->GetEta(nn);
-      if (TMath::Abs(eta) < etaRange) nAcc++;
-    }
-  } else return -1;
-
-  return nAcc;
-}
-
-//___________________________________________________
-Bool_t AliAnalysisTaskHFE::InitializeHadronBackground(Int_t run){
-  //
-  // Initialize background factors array from the AliOADBContainer
-  // The container is expected to provide a TObjArray with the name
-  // "hadronBackground" and the size 12 for the given run number
-  //
-  AliDebug(1, "Deriving hadronic background parameterization from OADB container");
-  TObjArray *functions = dynamic_cast<TObjArray *>(fHadronBackgroundOADB->GetObject(run, "hadronBackground"));
-  if(!functions){
-    AliDebug(1, "Content in the OADB Container is not a TObjArray");
-    fBackGroundFactorApply = kFALSE;
-    return kFALSE;
-  } 
-  if(functions->GetSize() < 12){
-    AliDebug(1, Form("Size not matching: 12 expected, %d provided", functions->GetSize()));
-    fBackGroundFactorApply = kFALSE;
-    return kFALSE;
-  }
-  for(Int_t icent = 0; icent < 12; icent++) fkBackGroundFactorArray[icent] = dynamic_cast<const TF1 *>(functions->UncheckedAt(icent));
-  return kTRUE;
-}
-
-//___________________________________________________
-void AliAnalysisTaskHFE::RejectionPileUpVertexRangeEventCut() {
-  //
-  // Recover the centrality of the event from ESD or AOD
-  //
- if(IsAODanalysis()){
-
-   AliAODEvent *fAOD = dynamic_cast<AliAODEvent *>(fInputEvent);
-   if(!fAOD){
-     AliError("AOD Event required for AOD Analysis");
-       return;
-   }
-   // PileUp
-   fIdentifiedAsPileUp = kFALSE;
-   if(fRemovePileUp && fAOD->IsPileupFromSPD()) fIdentifiedAsPileUp = kTRUE; 
-   // Z vertex
-   fIdentifiedAsOutInz = kFALSE;
-   //printf("Z vertex %f and out %f\n",fAOD->GetPrimaryVertex()->GetZ(),fCuts->GetVertexRange());
-   if(TMath::Abs(fAOD->GetPrimaryVertex()->GetZ()) > fCuts->GetVertexRange()) fIdentifiedAsOutInz = kTRUE;
-   // Event Cut
-   fPassTheEventCut = kTRUE;
-   if(!fCFM->CheckEventCuts(AliHFEcuts::kEventStepReconstructed, fAOD)) fPassTheEventCut = kFALSE; 
-   
-   
- } else {
-   
-   AliDebug(3, "Processing ESD Centrality");
-   AliESDEvent *fESD = dynamic_cast<AliESDEvent *>(fInputEvent);
-   if(!fESD){
-     AliError("ESD Event required for ESD Analysis");
-       return;
-   }
-   // PileUp
-   fIdentifiedAsPileUp = kFALSE;
-   if(fRemovePileUp && fESD->IsPileupFromSPD()) fIdentifiedAsPileUp = kTRUE; 
-   // Z vertex
-   fIdentifiedAsOutInz = kFALSE;
-   if (IsPbPb()) {
-     //printf("PbPb\n");
-     if(fESD->GetPrimaryVertex()){
-       if(TMath::Abs(fESD->GetPrimaryVertex()->GetZ()) > fCuts->GetVertexRange()) fIdentifiedAsOutInz = kTRUE;
-     }
-   }
-   else {
-     //printf("pp\n");
-     if(fESD->GetPrimaryVertexTracks()){
-       if(TMath::Abs(fESD->GetPrimaryVertexTracks()->GetZ()) > fCuts->GetVertexRange()) fIdentifiedAsOutInz = kTRUE;
-     }
-   }
-   //Event Cut
-   fPassTheEventCut = kTRUE;
-   if(!fCFM->CheckEventCuts(AliHFEcuts::kEventStepReconstructed, fESD)) fPassTheEventCut = kFALSE;   
-  
-
- }
-
-}
-
+/**************************************************************************\r
+* Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. *\r
+*                                                                        *\r
+* Author: The ALICE Off-line Project.                                    *\r
+* Contributors are mentioned in the code where appropriate.              *\r
+*                                                                        *\r
+* Permission to use, copy, modify and distribute this software and its   *\r
+* documentation strictly for non-commercial purposes is hereby granted   *\r
+* without fee, provided that the above copyright notice appears in all   *\r
+* copies and that both the copyright notice and this permission notice   *\r
+* appear in the supporting documentation. The authors make no claims     *\r
+* about the suitability of this software for any purpose. It is          *\r
+* provided "as is" without express or implied warranty.                  *\r
+**************************************************************************/\r
+//\r
+// The analysis task:\r
+// Filling an AliCFContainer with the quantities pt, eta and phi\r
+// for tracks which survivied the particle cuts (MC resp. ESD tracks)\r
+// Track selection is done using the AliHFE package\r
+// \r
+// Author:\r
+//  Raphaelle Bailhache <R.Bailhache@gsi.de>\r
+//  Markus Fasel <M.Fasel@gsi.de>\r
+//  Matus Kalisky <matus.kalisky@cern.ch>\r
+//  MinJung Kweon <minjung@physi.uni-heidelberg.de>\r
+//\r
+#include <TAxis.h>\r
+#include <TBits.h>\r
+#include <TCanvas.h>\r
+#include <TChain.h>\r
+#include <TDirectory.h>\r
+#include <TFile.h>\r
+#include <TH3D.h>\r
+#include <TIterator.h>\r
+#include <TList.h>\r
+#include <TLegend.h>\r
+#include <TMath.h>\r
+#include <TObjArray.h>\r
+#include <TObjString.h>\r
+#include <TParticle.h>\r
+#include <TProfile.h>\r
+#include <TString.h>\r
+#include <TF1.h>\r
+#include <TTree.h>\r
+\r
+#include "AliESDtrackCuts.h"\r
+#include "AliAnalysisManager.h"\r
+#include "AliAnalysisUtils.h"\r
+#include "AliAODInputHandler.h"\r
+#include "AliAODMCParticle.h"\r
+#include "AliAODTrack.h"\r
+#include "AliAODVertex.h"\r
+#include "AliCentrality.h"\r
+#include "AliCFContainer.h"\r
+#include "AliCFManager.h"\r
+#include "AliESDEvent.h"\r
+#include "AliESDInputHandler.h"\r
+#include "AliESDtrack.h"\r
+#include "AliLog.h"\r
+#include "AliMCEvent.h"\r
+#include "AliMCEventHandler.h"\r
+#include "AliMCParticle.h"\r
+#include "AliMultiplicity.h"\r
+#include "AliPID.h"\r
+#include "AliPIDResponse.h"\r
+#include "AliOADBContainer.h"\r
+#include "AliStack.h"\r
+#include "AliTriggerAnalysis.h"\r
+#include "AliVVertex.h"\r
+\r
+#include "AliHFEcollection.h"\r
+#include "AliHFEcontainer.h"\r
+#include "AliHFEcuts.h"\r
+#include "AliHFEelecbackground.h"\r
+#include "AliHFENonPhotonicElectron.h"\r
+#include "AliHFEmcQA.h"\r
+#include "AliHFEpairs.h"\r
+#include "AliHFEpid.h"\r
+#include "AliHFEpidQAmanager.h"\r
+#include "AliHFEsecVtxs.h"\r
+#include "AliHFEsecVtx.h"\r
+#include "AliHFEsignalCuts.h"\r
+#include "AliHFEtaggedTrackAnalysis.h"\r
+#include "AliHFEtools.h"\r
+#include "AliHFEvarManager.h"\r
+#include "AliAnalysisTaskHFE.h"\r
+#include "AliAODMCHeader.h"\r
+#include "TClonesArray.h"\r
+\r
+ClassImp(AliAnalysisTaskHFE)\r
+\r
+//____________________________________________________________\r
+AliAnalysisTaskHFE::AliAnalysisTaskHFE():\r
+AliAnalysisTaskSE("PID efficiency Analysis")\r
+  , fAODMCHeader(NULL)\r
+  , fAODArrayMCInfo(NULL)\r
+  , fQAlevel(0)\r
+  , fPlugins(0)\r
+  , fCollisionSystem(3)\r
+  , fFillSignalOnly(kTRUE)\r
+  , fFillNoCuts(kFALSE)\r
+  , fApplyCutAOD(kTRUE)\r
+  , fBackGroundFactorApply(kFALSE)\r
+  , fRemovePileUp(kFALSE)\r
+  , fIdentifiedAsPileUp(kFALSE)\r
+  , fIdentifiedAsOutInz(kFALSE)\r
+  , fPassTheEventCut(kFALSE)\r
+  , fRejectKinkMother(kTRUE)\r
+  , fisppMultiBin(kFALSE)\r
+  , fPbPbUserCentralityBinning(kFALSE)\r
+  , fRemoveFirstEvent(kFALSE)\r
+  , fisNonHFEsystematics(kFALSE)\r
+  , fSpecialTrigger(NULL)\r
+  , fCentralityF(-1)\r
+  , fCentralityPercent(-1)\r
+  , fContributors(0.5)\r
+  , fWeightBackGround(0.)\r
+  , fVz(0.0)\r
+  , fContainer(NULL)\r
+  , fVarManager(NULL)\r
+  , fSignalCuts(NULL)\r
+  , fCFM(NULL)\r
+  , fTriggerAnalysis(NULL)\r
+  , fPID(NULL)\r
+  , fPIDqa(NULL)\r
+  , fPIDpreselect(NULL)\r
+  , fCuts(NULL)\r
+  , fTaggedTrackCuts(NULL)\r
+  , fCleanTaggedTrack(kFALSE)\r
+  , fVariablesTRDTaggedTrack(kFALSE)\r
+  , fAnalysisUtils(NULL)\r
+  , fCutspreselect(NULL)\r
+  , fSecVtx(NULL)\r
+  , fElecBackGround(NULL)\r
+  , fMCQA(NULL)\r
+  , fTaggedTrackAnalysis(NULL)\r
+  , fExtraCuts(NULL)\r
+  , fBackgroundSubtraction(NULL)\r
+  , fQA(NULL)\r
+  , fOutput(NULL)\r
+  , fHistMCQA(NULL)\r
+  , fHistSECVTX(NULL)\r
+  , fHistELECBACKGROUND(NULL)\r
+  , fQACollection(NULL)\r
+{\r
+  //\r
+  // Dummy constructor\r
+  //\r
+  memset(fElecBackgroundFactor, 0, sizeof(Double_t) * kElecBgSpecies * kBgPtBins * kCentBins * kBgLevels);\r
+  memset(fkBackGroundFactorArray, 0, sizeof(TF1 *) * 12);\r
+  memset(fBinLimit, 0, sizeof(Double_t) * (kBgPtBins+1));\r
+  memset(&fisppMultiBin, kFALSE, sizeof(fisppMultiBin));\r
+  memset(fCentralityLimits, 0, sizeof(Float_t) * 12);\r
+\r
+  SetppAnalysis();\r
+}\r
+\r
+//____________________________________________________________\r
+AliAnalysisTaskHFE::AliAnalysisTaskHFE(const char * name):\r
+  AliAnalysisTaskSE(name)\r
+  , fAODMCHeader(NULL)\r
+  , fAODArrayMCInfo(NULL)\r
+  , fQAlevel(0)\r
+  , fPlugins(0)\r
+  , fCollisionSystem(3)\r
+  , fFillSignalOnly(kTRUE)\r
+  , fFillNoCuts(kFALSE)\r
+  , fApplyCutAOD(kTRUE)\r
+  , fBackGroundFactorApply(kFALSE)\r
+  , fRemovePileUp(kFALSE)\r
+  , fIdentifiedAsPileUp(kFALSE)\r
+  , fIdentifiedAsOutInz(kFALSE)\r
+  , fPassTheEventCut(kFALSE)  \r
+  , fRejectKinkMother(kTRUE)\r
+  , fisppMultiBin(kFALSE)\r
+  , fPbPbUserCentralityBinning(kFALSE)\r
+  , fRemoveFirstEvent(kFALSE)\r
+  , fisNonHFEsystematics(kFALSE)\r
+  , fSpecialTrigger(NULL)\r
+  , fCentralityF(-1)\r
+  , fCentralityPercent(-1)\r
+  , fContributors(0.5)\r
+  , fWeightBackGround(0.)\r
+  , fVz(0.0)\r
+  , fContainer(NULL)\r
+  , fVarManager(NULL)\r
+  , fSignalCuts(NULL)\r
+  , fCFM(NULL)\r
+  , fTriggerAnalysis(NULL)\r
+  , fPID(NULL)\r
+  , fPIDqa(NULL)\r
+  , fPIDpreselect(NULL)\r
+  , fCuts(NULL)\r
+  , fTaggedTrackCuts(NULL)\r
+  , fCleanTaggedTrack(kFALSE)\r
+  , fVariablesTRDTaggedTrack(kFALSE)\r
+  , fAnalysisUtils(NULL)\r
+  , fCutspreselect(NULL)\r
+  , fSecVtx(NULL)\r
+  , fElecBackGround(NULL)\r
+  , fMCQA(NULL)\r
+  , fTaggedTrackAnalysis(NULL)\r
+  , fExtraCuts(NULL)\r
+  , fBackgroundSubtraction(NULL)\r
+  , fQA(NULL)\r
+  , fOutput(NULL)\r
+  , fHistMCQA(NULL)\r
+  , fHistSECVTX(NULL)\r
+  , fHistELECBACKGROUND(NULL)\r
+  , fQACollection(0x0)\r
+{\r
+  //\r
+  // Default constructor\r
+  // \r
+  DefineOutput(1, TList::Class());\r
+  DefineOutput(2, TList::Class());\r
+\r
+  fPID = new AliHFEpid("hfePid");\r
+  fPIDqa = new AliHFEpidQAmanager;\r
+  fVarManager = new AliHFEvarManager("hfeVarManager");\r
+  fAnalysisUtils = new AliAnalysisUtils;\r
+\r
+  memset(fElecBackgroundFactor, 0, sizeof(Double_t) * kElecBgSpecies * kBgPtBins * kCentBins * kBgLevels);\r
+  memset(fkBackGroundFactorArray, 0, sizeof(TF1 *) * 12);\r
+  memset(fBinLimit, 0, sizeof(Double_t) * (kBgPtBins+1));\r
+  memset(&fisppMultiBin, kFALSE, sizeof(fisppMultiBin));\r
+  memset(fCentralityLimits, 0, sizeof(Float_t) * 12);\r
+\r
+  SetppAnalysis();\r
+}\r
+\r
+//____________________________________________________________\r
+AliAnalysisTaskHFE::AliAnalysisTaskHFE(const AliAnalysisTaskHFE &ref):\r
+  AliAnalysisTaskSE(ref)\r
+  , fAODMCHeader(NULL)\r
+  , fAODArrayMCInfo(NULL)\r
+  , fQAlevel(0)\r
+  , fPlugins(0)\r
+  , fCollisionSystem(ref.fCollisionSystem)\r
+  , fFillSignalOnly(ref.fFillSignalOnly)\r
+  , fFillNoCuts(ref.fFillNoCuts)\r
+  , fApplyCutAOD(ref.fApplyCutAOD)\r
+  , fBackGroundFactorApply(ref.fBackGroundFactorApply)\r
+  , fRemovePileUp(ref.fRemovePileUp)\r
+  , fIdentifiedAsPileUp(ref.fIdentifiedAsPileUp)\r
+  , fIdentifiedAsOutInz(ref.fIdentifiedAsOutInz)\r
+  , fPassTheEventCut(ref.fPassTheEventCut)\r
+  , fRejectKinkMother(ref.fRejectKinkMother)\r
+  , fisppMultiBin(ref.fisppMultiBin)\r
+  , fPbPbUserCentralityBinning(ref.fPbPbUserCentralityBinning)\r
+  , fRemoveFirstEvent(ref.fRemoveFirstEvent)\r
+  , fisNonHFEsystematics(ref.fisNonHFEsystematics)\r
+  , fSpecialTrigger(ref.fSpecialTrigger)\r
+  , fCentralityF(ref.fCentralityF)\r
+  , fCentralityPercent(ref.fCentralityPercent)\r
+  , fContributors(ref.fContributors)\r
+  , fWeightBackGround(ref.fWeightBackGround)\r
+  , fVz(ref.fVz)\r
+  , fContainer(NULL)\r
+  , fVarManager(NULL)\r
+  , fSignalCuts(NULL)\r
+  , fCFM(NULL)\r
+  , fTriggerAnalysis(NULL)\r
+  , fPID(NULL)\r
+  , fPIDqa(NULL)\r
+  , fPIDpreselect(NULL)\r
+  , fCuts(NULL)\r
+  , fTaggedTrackCuts(NULL)\r
+  , fCleanTaggedTrack(ref.fCleanTaggedTrack)\r
+  , fVariablesTRDTaggedTrack(ref.fVariablesTRDTaggedTrack)\r
+  , fAnalysisUtils(NULL)\r
+  , fCutspreselect(NULL)\r
+  , fSecVtx(NULL)\r
+  , fElecBackGround(NULL)\r
+  , fMCQA(NULL)\r
+  , fTaggedTrackAnalysis(NULL)\r
+  , fExtraCuts(NULL)\r
+  , fBackgroundSubtraction(NULL)\r
+  , fQA(NULL)\r
+  , fOutput(NULL)\r
+  , fHistMCQA(NULL)\r
+  , fHistSECVTX(NULL)\r
+  , fHistELECBACKGROUND(NULL)\r
+  , fQACollection(NULL)\r
+{\r
+  //\r
+  // Copy Constructor\r
+  //\r
+  ref.Copy(*this);\r
+}\r
+\r
+//____________________________________________________________\r
+AliAnalysisTaskHFE &AliAnalysisTaskHFE::operator=(const AliAnalysisTaskHFE &ref){\r
+  //\r
+  // Assignment operator\r
+  //\r
+  if(this == &ref) \r
+    ref.Copy(*this);\r
+  return *this;\r
+}\r
+\r
+//____________________________________________________________\r
+void AliAnalysisTaskHFE::Copy(TObject &o) const {\r
+  // \r
+  // Copy into object o\r
+  //\r
+  AliAnalysisTaskHFE &target = dynamic_cast<AliAnalysisTaskHFE &>(o);\r
+  target.fAODMCHeader = fAODMCHeader;\r
+  target.fAODArrayMCInfo = fAODArrayMCInfo;\r
+  target.fQAlevel = fQAlevel;\r
+  target.fPlugins = fPlugins;\r
+  target.fCollisionSystem = fCollisionSystem;\r
+  target.fFillSignalOnly = fFillSignalOnly;\r
+  target.fFillNoCuts = fFillNoCuts;\r
+  target.fApplyCutAOD = fApplyCutAOD;\r
+  target.fBackGroundFactorApply = fBackGroundFactorApply;\r
+  target.fRemovePileUp = fRemovePileUp;\r
+  target.fIdentifiedAsPileUp = fIdentifiedAsPileUp;\r
+  target.fIdentifiedAsOutInz = fIdentifiedAsOutInz;\r
+  target.fPassTheEventCut = fPassTheEventCut;\r
+  target.fRejectKinkMother = fRejectKinkMother;\r
+  target.fisppMultiBin =   fisppMultiBin;\r
+  target.fPbPbUserCentralityBinning = fPbPbUserCentralityBinning;\r
+  target.fRemoveFirstEvent = fRemoveFirstEvent;\r
+  target.fisNonHFEsystematics = fisNonHFEsystematics;\r
+  target.fSpecialTrigger = fSpecialTrigger;\r
+  target.fCentralityF = fCentralityF;\r
+  target.fCentralityPercent = fCentralityPercent;\r
+  target.fContributors = fContributors;\r
+  target.fWeightBackGround = fWeightBackGround;\r
+  target.fVz = fVz;\r
+  target.fContainer = fContainer;\r
+  target.fVarManager = fVarManager;\r
+  target.fSignalCuts = fSignalCuts;\r
+  target.fCFM = fCFM;\r
+  target.fTriggerAnalysis = fTriggerAnalysis;\r
+  target.fPID = fPID;\r
+  target.fPIDqa = fPIDqa;\r
+  target.fPIDpreselect = fPIDpreselect;\r
+  target.fCuts = fCuts;\r
+  target.fTaggedTrackCuts = fTaggedTrackCuts;\r
+  target.fCleanTaggedTrack = fCleanTaggedTrack;\r
+  target.fVariablesTRDTaggedTrack = fVariablesTRDTaggedTrack;\r
+  target.fAnalysisUtils = fAnalysisUtils;\r
+  target.fCutspreselect = fCutspreselect;\r
+  target.fSecVtx = fSecVtx;\r
+  target.fElecBackGround = fElecBackGround;\r
+  target.fMCQA = fMCQA;\r
+  target.fTaggedTrackAnalysis = fTaggedTrackAnalysis;\r
+  target.fExtraCuts = fExtraCuts;\r
+  target.fBackgroundSubtraction = fBackgroundSubtraction;\r
+  target.fQA = fQA;\r
+  target.fOutput = fOutput;\r
+  target.fHistMCQA = fHistMCQA;\r
+  target.fHistSECVTX = fHistSECVTX;\r
+  target.fHistELECBACKGROUND = fHistELECBACKGROUND;\r
+  target.fQACollection = fQACollection;\r
+}\r
+\r
+//____________________________________________________________\r
+AliAnalysisTaskHFE::~AliAnalysisTaskHFE(){\r
+  //\r
+  // Destructor\r
+  //\r
+  if(fPID) delete fPID;\r
+  if(fPIDpreselect) delete fPIDpreselect;\r
+  if(fVarManager) delete fVarManager;\r
+  if(fCFM) delete fCFM;\r
+  if(fTriggerAnalysis) delete fTriggerAnalysis;\r
+  if(fSignalCuts) delete fSignalCuts;\r
+  if(fSecVtx) delete fSecVtx;\r
+  if(fMCQA) delete fMCQA;\r
+  if(fElecBackGround) delete fElecBackGround;\r
+  if(fBackgroundSubtraction) delete fBackgroundSubtraction;\r
+  if(fSpecialTrigger) delete fSpecialTrigger;\r
+  if(fAnalysisUtils) delete fAnalysisUtils;\r
+  // Delete output objects only if we are not running in PROOF mode because otherwise this produces a crash during merging\r
+  AliAnalysisManager *mgr = AliAnalysisManager::GetAnalysisManager();\r
+  if(mgr && mgr->GetAnalysisType() != AliAnalysisManager::kProofAnalysis){\r
+    if(fPIDqa) delete fPIDqa;\r
+    if(fOutput) delete fOutput;\r
+    if(fQA) delete fQA;\r
+  }\r
+}\r
+\r
+//____________________________________________________________\r
+void AliAnalysisTaskHFE::UserCreateOutputObjects(){\r
+  //\r
+  // Creating output container and output objects\r
+  // Here we also Initialize the correction framework container and \r
+  // the objects for\r
+  // - PID\r
+  // - MC QA\r
+  // - SecVtx\r
+  // QA histograms are created if requested\r
+  // Called once per worker\r
+  //\r
+  AliDebug(3, "Creating Output Objects");\r
+  \r
+  // Make lists for Output\r
+  if(!fQA) fQA = new TList;\r
+  fQA->SetOwner();\r
+  if(!fOutput) fOutput = new TList;\r
+  fOutput->SetOwner();\r
+  \r
+  // Automatic determination of the analysis mode\r
+  AliVEventHandler *inputHandler = dynamic_cast<AliVEventHandler *>(AliAnalysisManager::GetAnalysisManager()->GetInputEventHandler());\r
+  if(!TString(inputHandler->IsA()->GetName()).CompareTo("AliAODInputHandler")){\r
+    SetAODAnalysis();\r
+  } else {\r
+    SetESDAnalysis();\r
+    if(AliAnalysisManager::GetAnalysisManager()->GetMCtruthEventHandler())\r
+      SetHasMCData();\r
+  }\r
+  printf("Analysis Mode: %s Analysis\n", IsAODanalysis() ? "AOD" : "ESD");\r
+  printf("MC Data available %s\n", HasMCData() ? "Yes" : "No");\r
+\r
+  // Enable Trigger Analysis\r
+  fTriggerAnalysis = new AliTriggerAnalysis;\r
+  fTriggerAnalysis->EnableHistograms();\r
+  fTriggerAnalysis->SetAnalyzeMC(HasMCData());\r
+\r
+  // First Part: Make QA histograms\r
+  fQACollection = new AliHFEcollection("TaskQA", "QA histos from the Electron Task");\r
+  fQACollection->CreateTH1F("nElectronTracksEvent", "Number of Electron Candidates", 100, 0, 100);\r
+  fQACollection->CreateTH1F("nElectron", "Number of electrons", 100, 0, 100);\r
+  fQACollection->CreateTH2F("radius", "Production Vertex", 100, 0.0, 5.0, 100, 0.0, 5.0);\r
+\r
+  if(IsAODanalysis()){\r
+    fQACollection->CreateTH1F("Filterorigin","AOD filter of tracks at origin", 21,-1, 20);\r
+    fQACollection->CreateTH1F("Filterend","AOD filter of tracks after all cuts", 21, -1, 20);\r
+  }\r
\r
+  InitHistoITScluster();\r
+  InitContaminationQA();\r
+  fQA->Add(fQACollection);\r
+\r
+  // Initialize PID\r
+  fPID->SetHasMCData(HasMCData());\r
+  if(!fPID->GetNumberOfPIDdetectors()) fPID->AddDetector("TPC", 0);\r
+  if(IsQAOn(kPIDqa)){\r
+    AliInfo("PID QA switched on");\r
+    fPIDqa->Initialize(fPID);\r
+    fQA->Add(fPIDqa->MakeList("HFEpidQA"));\r
+  }\r
+  fPID->SortDetectors();\r
+\r
+  // Background subtraction-------------------------------------------------------------------\r
+  if (GetPlugin(kNonPhotonicElectron)) {\r
+    if(!fBackgroundSubtraction) fBackgroundSubtraction = new AliHFENonPhotonicElectron();\r
+    if(IsAODanalysis()) fBackgroundSubtraction->SetAOD(kTRUE);\r
+    fBackgroundSubtraction->Init();\r
+    fOutput->Add(fBackgroundSubtraction->GetListOutput());\r
+  }\r
+  //------------------------------------------------------------------------------------------\r
+\r
+\r
+  // Initialize correction Framework and Cuts\r
+  const Int_t kNcutSteps = AliHFEcuts::kNcutStepsMCTrack + AliHFEcuts::kNcutStepsRecTrack + AliHFEcuts::kNcutStepsDETrack + AliHFEcuts::kNcutStepsSecvtxTrack;\r
+  fCFM = new AliCFManager;\r
+  fCFM->SetNStepParticle(kNcutSteps);\r
+  MakeParticleContainer();\r
+  MakeEventContainer();\r
+  // Temporary fix: Initialize particle cuts with NULL\r
+  for(Int_t istep = 0; istep < kNcutSteps; istep++)\r
+    fCFM->SetParticleCutsList(istep, NULL);\r
+  if(!fCuts){\r
+    AliWarning("Cuts not available. Default cuts will be used");\r
+    fCuts = new AliHFEcuts;\r
+    fCuts->CreateStandardCuts();\r
+  }\r
+  if(IsAODanalysis()) fCuts->SetAOD();\r
+  // Make clone for V0 tagging step\r
+  fCuts->Initialize(fCFM);\r
+  if(fCuts->IsQAOn()) fQA->Add(fCuts->GetQAhistograms());\r
+  fSignalCuts = new AliHFEsignalCuts("HFEsignalCuts", "HFE MC Signal definition");\r
+  fVarManager->SetSignalCuts(fSignalCuts);\r
\r
+  // add output objects to the List\r
+  fOutput->AddAt(fContainer, 0);\r
+  fOutput->AddAt(fCFM->GetEventContainer(), 1);\r
+  \r
+  // mcQA----------------------------------\r
+  if (HasMCData() && IsQAOn(kMCqa)) {\r
+    AliInfo("MC QA on");\r
+    if(!fMCQA) fMCQA = new AliHFEmcQA;\r
+    if(!fHistMCQA) fHistMCQA = new TList();\r
+    fHistMCQA->SetOwner();\r
+    if(IsPbPb()) fMCQA->SetPbPb();\r
+    if(fisppMultiBin) fMCQA->SetPPMultiBin();\r
+    if(TestBit(kTreeStream)){\r
+      fMCQA->EnableDebugStreamer();\r
+    }\r
+    fMCQA->CreatDefaultHistograms(fHistMCQA);\r
+    fMCQA->SetBackgroundWeightFactor(fElecBackgroundFactor[0][0][0],fBinLimit);\r
+    fQA->Add(fHistMCQA);\r
+  } \r
+\r
+  // secvtx----------------------------------\r
+  if (GetPlugin(kSecVtx)) {\r
+    AliInfo("Secondary Vertex Analysis on");\r
+    if(!fSecVtx) fSecVtx = new AliHFEsecVtx;\r
+    fSecVtx->SetHasMCData(HasMCData());\r
+\r
+    if(!fHistSECVTX) fHistSECVTX = new TList();\r
+    fHistSECVTX->SetOwner();\r
+    fSecVtx->CreateHistograms(fHistSECVTX);\r
+    fOutput->Add(fHistSECVTX);\r
+  }\r
+\r
+  // background----------------------------------\r
+  if (GetPlugin(kIsElecBackGround)) {\r
+    AliInfo("Electron BackGround Analysis on");\r
+    if(!fElecBackGround){\r
+      AliWarning("ElecBackGround not available. Default elecbackground will be used");\r
+      fElecBackGround = new AliHFEelecbackground;\r
+    }\r
+    fElecBackGround->SetHasMCData(HasMCData());\r
+\r
+    if(!fHistELECBACKGROUND) fHistELECBACKGROUND = new TList();\r
+    fHistELECBACKGROUND->SetOwner();\r
+    fElecBackGround->CreateHistograms(fHistELECBACKGROUND);\r
+    fOutput->Add(fHistELECBACKGROUND);\r
+  }  \r
+\r
+  // tagged tracks\r
+  if(GetPlugin(kTaggedTrackAnalysis)){\r
+    AliInfo("Analysis on V0-tagged tracks enabled");\r
+    fTaggedTrackAnalysis = new AliHFEtaggedTrackAnalysis(Form("taggedTrackAnalysis%s", GetName()));\r
+    fTaggedTrackAnalysis->SetCuts(fTaggedTrackCuts);\r
+    fTaggedTrackAnalysis->SetClean(fCleanTaggedTrack);\r
+    AliHFEvarManager *varManager = fTaggedTrackAnalysis->GetVarManager();\r
+    TObjArray *array = fVarManager->GetVariables();\r
+    Int_t nvars = array->GetEntriesFast();\r
+    TString namee;\r
+    for(Int_t v = 0; v < nvars; v++) {\r
+      AliHFEvarManager::AliHFEvariable *variable = (AliHFEvarManager::AliHFEvariable *) array->At(v);\r
+      if(!variable) continue;\r
+      TString name(((AliHFEvarManager::AliHFEvariable *)variable)->GetName());\r
+      if(!name.CompareTo("source")) namee = TString("species");\r
+      else namee = TString(name);\r
+      Int_t nbins = variable->GetNumberOfBins();\r
+      if(variable->HasUserDefinedBinning()){\r
+        varManager->AddVariable(namee, nbins, variable->GetBinning());\r
+      } else {\r
+        varManager->AddVariable(namee, nbins, variable->GetMinimum(), variable->GetMaximum());\r
+      }\r
+      //printf("For AliTaggedTrackAnalysis, had the variable %s and the one used %s\n",(const char*)variable->GetName(),(const char*) namee);\r
+    }\r
+    if(fPIDqa->HasHighResolutionHistos()) \r
+      fTaggedTrackAnalysis->GetPIDqa()->SetHighResolutionHistos();\r
+    fTaggedTrackAnalysis->SetPID(fPID);\r
+    fTaggedTrackAnalysis->SetVariablesTRD(fVariablesTRDTaggedTrack);\r
+    fTaggedTrackAnalysis->InitContainer();\r
+    fOutput->Add(fTaggedTrackAnalysis->GetContainer());\r
+    fQA->Add(fTaggedTrackAnalysis->GetPIDQA());\r
+    fQA->Add(fTaggedTrackAnalysis->GetCutQA());\r
+    fQA->Add(fTaggedTrackAnalysis->GetQAcollection());\r
+  }\r
+\r
+  //fQA->Print();\r
+\r
+  PrintStatus();\r
+  // Done!!!\r
+  PostData(1, fOutput);\r
+  PostData(2, fQA);\r
+}\r
+\r
+//____________________________________________________________\r
+void AliAnalysisTaskHFE::UserExec(Option_t *){\r
+  //\r
+  // Run the analysis\r
+  // \r
+\r
+  //printf("test00\n");\r
+\r
+  AliDebug(3, "Starting Single Event Analysis");\r
+  if(!fInputEvent){\r
+    AliError("Reconstructed Event not available");\r
+    //printf("Reconstructed Event not available");\r
+    return;\r
+  }\r
+  if(HasMCData() && IsESDanalysis()){\r
+    AliDebug(4, Form("MC Event: %p", fMCEvent));\r
+    if(!fMCEvent){\r
+      AliError("No MC Event, but MC Data required");\r
+      //printf("No MC Event, but MC Data required");\r
+      return;\r
+    }\r
+  }\r
+  if(!fCuts){\r
+    AliError("HFE cuts not available");\r
+    //printf("HFE cuts not available");\r
+    return;\r
+  }\r
+  if(!fPID->IsInitialized()){\r
+    // Initialize PID with the given run number\r
+    fPID->InitializePID(fInputEvent->GetRunNumber());\r
+  }\r
+\r
+  if(fRemoveFirstEvent){\r
+    if(fAnalysisUtils->IsFirstEventInChunk(fInputEvent)) return;\r
+  }\r
+\r
+  if(IsESDanalysis() && HasMCData()){\r
+    // Protect against missing MC trees\r
+    AliMCEventHandler *mcH = dynamic_cast<AliMCEventHandler *>(AliAnalysisManager::GetAnalysisManager()->GetMCtruthEventHandler());\r
+    if(!mcH){ \r
+      AliError("No MC Event Handler available");\r
+      return;\r
+    }\r
+    /*\r
+    if(!mcH->InitOk()) return;\r
+    if(!mcH->TreeK()) return;\r
+    if(!mcH->TreeTR()) return;\r
+    */\r
+\r
+    // Background subtraction-------------------------------------------------------------------\r
+    if(GetPlugin(kNonPhotonicElectron)) fBackgroundSubtraction->SetMCEvent(fMCEvent);\r
+    //------------------------------------------------------------------------------------------\r
+  }\r
+\r
+  if(IsAODanalysis() && HasMCData()){\r
+    // take MC info\r
+    AliAODEvent *aodE = dynamic_cast<AliAODEvent *>(fInputEvent);\r
+    if(!aodE){ \r
+      AliError("No AOD Event");\r
+      return;\r
+    }\r
+    fAODMCHeader = dynamic_cast<AliAODMCHeader *>(fInputEvent->FindListObject(AliAODMCHeader::StdBranchName()));\r
+    if(!fAODMCHeader){ \r
+      AliError("No AliAODMCHeader");\r
+      //printf("No AliAODMCHeader");\r
+      return;\r
+    }\r
+    fAODArrayMCInfo = dynamic_cast<TClonesArray *>(fInputEvent->FindListObject(AliAODMCParticle::StdBranchName()));\r
+    if(!fAODArrayMCInfo){ \r
+      AliError("No AOD MC particles");\r
+      //printf("No AOD MC particles");\r
+      return;\r
+    }\r
+    fSignalCuts->SetMCAODInfo(fAODArrayMCInfo);\r
+    // Background subtraction-------------------------------------------------------------------\r
+    if (GetPlugin(kNonPhotonicElectron)) fBackgroundSubtraction->SetAODArrayMCInfo(fAODArrayMCInfo);\r
+    //------------------------------------------------------------------------------------------\r
+  }\r
+\r
+  //printf("test2\n");\r
+\r
+  // need the centrality for everything (MC also)\r
+  fCentralityF = -1;\r
+  if(!ReadCentrality()) fCentralityF = -1;\r
+  //printf("pass centrality\n");\r
+  //printf("Reading fCentralityF %d\n",fCentralityF);\r
+  \r
+  // See if pile up and z in the range\r
+  RejectionPileUpVertexRangeEventCut();\r
+\r
+  //printf("test3\n");\r
+\r
+  // Protect agains missing \r
+  if(HasMCData()){\r
+    //printf("Has MC data\n");\r
+    fSignalCuts->SetMCEvent(fMCEvent);\r
+    ProcessMC();  // Run the MC loop + MC QA in case MC Data are available\r
+  }\r
+  \r
+  AliPIDResponse *pidResponse = fInputHandler->GetPIDResponse();\r
+  if(!pidResponse){\r
+    AliDebug(1, "Using default PID Response");\r
+    pidResponse = AliHFEtools::GetDefaultPID(HasMCData(), fInputEvent->IsA() == AliESDEvent::Class());\r
+  }\r
+  fPID->SetPIDResponse(pidResponse);\r
+  if(fPIDpreselect) fPIDpreselect->SetPIDResponse(pidResponse);\r
+\r
+  // Background subtraction-------------------------------------------------------------------\r
+  if(GetPlugin(kNonPhotonicElectron)) fBackgroundSubtraction->InitRun(fInputEvent,pidResponse);\r
+  //------------------------------------------------------------------------------------------\r
+\r
+  // Event loop\r
+  if(IsAODanalysis()){\r
+    //printf("test4\n");\r
+    ProcessAOD();\r
+  } else {\r
+    const char *specialTrigger = GetSpecialTrigger(fInputEvent->GetRunNumber());\r
+    // Check Trigger selection\r
+    if(specialTrigger){\r
+      AliDebug(2, Form("Special Trigger requested: %s", specialTrigger));\r
+      AliESDEvent *ev = dynamic_cast<AliESDEvent *>(fInputEvent);\r
+      if(!(ev && ev->IsTriggerClassFired(specialTrigger))){\r
+        AliDebug(2, "Event not selected"); \r
+        return;\r
+      } else AliDebug(2, "Event Selected");\r
+    } else AliDebug(2, "No Special Trigger requested");\r
+    \r
+    ProcessESD();\r
+  }\r
+  // Done!!!\r
+  PostData(1, fOutput);\r
+  PostData(2, fQA);\r
+}\r
+\r
+//____________________________________________________________\r
+void AliAnalysisTaskHFE::Terminate(Option_t *){\r
+  //\r
+  // Terminate not implemented at the moment\r
+  //\r
+}\r
+\r
+//_______________________________________________________________\r
+Bool_t AliAnalysisTaskHFE::IsEventInBinZero() {\r
+  //\r
+  //\r
+  //\r
+\r
+  //printf("test in IsEventInBinZero\n");\r
+  if(!fInputEvent){\r
+    AliError("Reconstructed Event not available");\r
+    return kFALSE;\r
+  }\r
+\r
+  // check vertex\r
+  const AliVVertex *vertex = fInputEvent->GetPrimaryVertex();\r
+  if(!vertex) return kTRUE;\r
+  //if(vertex) return kTRUE;\r
+\r
+  // check tracks\r
+  if(fInputEvent->GetNumberOfTracks()<=0) return kTRUE;\r
+  //if(fInputEvent->GetNumberOfTracks()>0) return kTRUE;\r
+  \r
+  \r
+  return kFALSE;\r
+  \r
+}\r
+//____________________________________________________________\r
+void AliAnalysisTaskHFE::ProcessMC(){\r
+  //\r
+  // Runs the MC Loop (filling the container for the MC Cut Steps with the observables pt, eta and phi)\r
+  // In case MC QA is on also MC QA loop is done\r
+  //\r
+  AliDebug(3, "Processing MC Information");\r
+  Double_t eventContainer [4] = {0., 0., 0., 0.};\r
+  if(IsESDanalysis()) eventContainer[0] = fMCEvent->GetPrimaryVertex()->GetZ();\r
+  else eventContainer[0] = fAODMCHeader->GetVtxZ();\r
+  eventContainer[2] = fCentralityF;\r
+  eventContainer[3] = fContributors;\r
+  fVz = eventContainer[0];\r
+  //printf("z position is %f\n",eventContainer[0]);\r
+  //if(fCFM->CheckEventCuts(AliHFEcuts::kEventStepGenerated, fMCEvent)) \r
+  fCFM->GetEventContainer()->Fill(eventContainer,AliHFEcuts::kEventStepGenerated);\r
+  Int_t nElectrons = 0;\r
+  if(IsESDanalysis()){\r
+   if(!((fIdentifiedAsPileUp) || (TMath::Abs(fVz) > fCuts->GetVertexRange()) || (fCentralityF < 0))){ //kStepMCGeneratedZOutNoPileUpCentralityFine\r
+    if (HasMCData() && IsQAOn(kMCqa)) {\r
+      AliDebug(2, "Running MC QA");\r
+\r
+      if(fMCEvent->Stack()){\r
+        fMCQA->SetMCEvent(fMCEvent);\r
+        fMCQA->SetGenEventHeader(fMCEvent->GenEventHeader());\r
+        fMCQA->SetCentrality(fCentralityF);\r
+        fMCQA->SetPercentrality(fCentralityPercent);\r
+        if(IsPbPb()) { fMCQA->SetPbPb();}\r
+        else\r
+        {\r
+            if(fisppMultiBin) fMCQA->SetPPMultiBin();\r
+            else fMCQA->SetPP();\r
+        }\r
+        fMCQA->Init();\r
+\r
+        fMCQA->GetMesonKine();\r
+\r
+        // loop over all tracks for decayed electrons\r
+        for (Int_t igen = 0; igen < fMCEvent->GetNumberOfTracks(); igen++){\r
+          TParticle* mcpart = fMCEvent->Stack()->Particle(igen);\r
+          if(!mcpart) continue;\r
+          fMCQA->GetQuarkKine(mcpart, igen, AliHFEmcQA::kCharm);\r
+          fMCQA->GetQuarkKine(mcpart, igen, AliHFEmcQA::kBeauty);\r
+          fMCQA->GetHadronKine(mcpart, AliHFEmcQA::kCharm);\r
+          fMCQA->GetHadronKine(mcpart, AliHFEmcQA::kBeauty);\r
+          fMCQA->GetDecayedKine(mcpart, AliHFEmcQA::kCharm,  AliHFEmcQA::kElectronPDG); // no accept cut\r
+          fMCQA->GetDecayedKine(mcpart, AliHFEmcQA::kBeauty, AliHFEmcQA::kElectronPDG); // no accept cut\r
+          fMCQA->GetDecayedKine(mcpart, AliHFEmcQA::kOthers, AliHFEmcQA::kElectronPDG); // no accept cut\r
+        }\r
+        //fMCQA->EndOfEventAna(AliHFEmcQA::kCharm);\r
+        //fMCQA->EndOfEventAna(AliHFEmcQA::kBeauty);\r
+      }\r
+\r
+    } // end of MC QA loop\r
+   }\r
+   // -----------------------------------------------------------------\r
+   fCFM->SetMCEventInfo(fMCEvent);\r
+   // fCFM->CheckEventCuts(AliCFManager::kEvtRecCuts, fESD);\r
+  } else {\r
+    fCFM->SetMCEventInfo(fInputEvent);\r
+  }\r
+  // Run MC loop\r
+  AliVParticle *mctrack = NULL;\r
+  Int_t numberofmctracks = 0;\r
+  if(IsESDanalysis()){\r
+    numberofmctracks = fMCEvent->GetNumberOfTracks();\r
+  }\r
+  else {\r
+    numberofmctracks = fAODArrayMCInfo->GetEntriesFast();\r
+  }\r
+  AliDebug(3, Form("Number of Tracks: %d",numberofmctracks));\r
+  //printf("Number of MC track %d\n",numberofmctracks);\r
+  for(Int_t imc = 0; imc <numberofmctracks; imc++){\r
+    if(IsESDanalysis()) {\r
+      if(!(mctrack = fMCEvent->GetTrack(imc))) continue;\r
+    }\r
+    else {\r
+      if(!(mctrack = (AliVParticle *) fAODArrayMCInfo->At(imc))) continue;\r
+    }\r
+    //printf("Test in ProcessMC\n");\r
+    AliDebug(4, "Next MC Track");\r
+    if(ProcessMCtrack(mctrack)) nElectrons++;\r
+  }\r
+\r
+  // fCFM->CheckEventCuts(AliCFManager::kEvtRecCuts, fESD);\r
+  fQACollection->Fill("nElectron", nElectrons);\r
+}\r
+\r
+//____________________________________________________________\r
+void AliAnalysisTaskHFE::ProcessESD(){\r
+  //\r
+  // Run Analysis of reconstructed event in ESD Mode\r
+  // Loop over Tracks, filter according cut steps defined in AliHFEcuts\r
+  //\r
+  AliDebug(1, Form("Task %s", GetName()));\r
+  AliDebug(3, "Processing ESD Event");\r
+  AliESDEvent *fESD = dynamic_cast<AliESDEvent *>(fInputEvent);\r
+  if(!fESD){\r
+    AliError("ESD Event required for ESD Analysis");\r
+    return;\r
+  }\r
+\r
+  // Set magnetic field if V0 task on\r
+  if(fTaggedTrackAnalysis) {\r
+    fTaggedTrackAnalysis->SetMagneticField(fESD->GetMagneticField());\r
+    fTaggedTrackAnalysis->SetCentrality(fCentralityF);\r
+    if(IsHeavyIon()) fTaggedTrackAnalysis->SetPbPb();\r
+    else fTaggedTrackAnalysis->SetPP();\r
+  }\r
+\r
+  // Do event Normalization\r
+  Double_t eventContainer[4];\r
+  eventContainer[0] = 0.; \r
+  if(HasMCData()) eventContainer[0] = fVz;\r
+  else {\r
+    const AliESDVertex* vtxESD = fESD->GetPrimaryVertex();\r
+    if(vtxESD) eventContainer[0] = vtxESD->GetZ();\r
+  }\r
+  eventContainer[1] = 0.;\r
+  eventContainer[2] = fCentralityF;\r
+  eventContainer[3] = fContributors;\r
+  if(fTriggerAnalysis->IsOfflineTriggerFired(fESD, AliTriggerAnalysis::kV0AND))\r
+    eventContainer[1] = 1.;\r
+\r
+  //\r
+  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepRecNoCut);\r
+\r
+  //\r
+  if(fIdentifiedAsPileUp) return; \r
+  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepRecNoPileUp);\r
+\r
+  //\r
+  if(TMath::Abs(fCentralityF) < 0) return; \r
+  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepRecCentralityOk);\r
+  //printf("In ProcessESD %f\n",fCentralityF);\r
+\r
+  //\r
+  if(fIdentifiedAsOutInz) return;\r
+  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepZRange);  \r
+\r
+  //\r
+  if(!fPassTheEventCut) return;\r
+  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepReconstructed);\r
+\r
+\r
+  fContainer->NewEvent();\r
+\r
+  if (GetPlugin(kIsElecBackGround)) { \r
+    fElecBackGround->SetEvent(fESD);\r
+  }\r
+  if (GetPlugin(kSecVtx)) {\r
+    fSecVtx->SetEvent(fESD);\r
+    fSecVtx->GetPrimaryCondition();\r
+  }\r
+\r
+  if(HasMCData()){\r
+    if (GetPlugin(kSecVtx)) { \r
+      fSecVtx->SetMCEvent(fMCEvent);\r
+      fSecVtx->SetMCQA(fMCQA); \r
+    }\r
+    if (GetPlugin(kIsElecBackGround)) { \r
+      fElecBackGround->SetMCEvent(fMCEvent);\r
+    }\r
+  }\r
+\r
+  Double_t container[10];\r
+  memset(container, 0, sizeof(Double_t) * 10);\r
+  // container for the output THnSparse\r
+  Double_t dataDca[6]; // [source, pT, dca, centrality]\r
+  Int_t nElectronCandidates = 0;\r
+  AliESDtrack *track = NULL, *htrack = NULL;\r
+  AliMCParticle *mctrack = NULL;\r
+  AliMCParticle *mctrackmother = NULL;\r
+\r
+  Bool_t signal = kTRUE;\r
+\r
+  fCFM->SetRecEventInfo(fESD);\r
+\r
+  // Get Number of contributors to the primary vertex for multiplicity-dependent correction\r
+  Int_t ncontribVtx = 0;\r
+  const AliESDVertex *priVtx = fESD->GetPrimaryVertexTracks();\r
+  if(priVtx){\r
+    ncontribVtx = priVtx->GetNContributors();\r
+  }\r
+\r
+  // minjung for IP QA(temporary ~ 2weeks)\r
+  if(!fExtraCuts){\r
+    fExtraCuts = new AliHFEextraCuts("hfetmpCuts","HFE tmp Cuts");\r
+  }\r
+  fExtraCuts->SetRecEventInfo(fESD);\r
+\r
+  // Electron background analysis \r
+  if (GetPlugin(kIsElecBackGround)) {\r
+\r
+    AliDebug(2, "Running BackGround Analysis");\r
+\r
+    fElecBackGround->Reset();\r
+\r
+  } // end of electron background analysis\r
+\r
+\r
+  // Background subtraction-------------------------------------------------------------------\r
+  if (GetPlugin(kNonPhotonicElectron)) fBackgroundSubtraction->FillPoolAssociatedTracks(fInputEvent, fCentralityF);\r
+  //------------------------------------------------------------------------------------------\r
+\r
+  //\r
+  // Loop ESD\r
+  //\r
+  AliDebug(3, Form("Number of Tracks: %d", fESD->GetNumberOfTracks()));\r
+  for(Int_t itrack = 0; itrack < fESD->GetNumberOfTracks(); itrack++){\r
+    AliDebug(4, "New ESD track");\r
+    track = fESD->GetTrack(itrack);\r
+    track->SetESDEvent(fESD);\r
+\r
+    // fill counts of v0-identified particles\r
+    Int_t v0pid = -1;\r
+    if(track->TestBit(BIT(14))) v0pid = AliPID::kElectron;\r
+    else if(track->TestBit(BIT(15))) v0pid = AliPID::kPion;\r
+    else if(track->TestBit(BIT(16))) v0pid = AliPID::kProton;\r
+    // here the tagged track analysis will run\r
+    if(fTaggedTrackAnalysis && v0pid > -1){ \r
+      AliDebug(1, Form("Track identified as %s", AliPID::ParticleName(v0pid)));\r
+      fTaggedTrackAnalysis->ProcessTrack(track, v0pid);\r
+      AliDebug(1, "V0 PID done");\r
+    }\r
\r
+\r
+    //Fill non-HFE source containers at reconstructed events cut step\r
+    AliDebug(3, Form("Doing track %d, %p", itrack, track));\r
+\r
+\r
+    //////////////////////////////////////\r
+    // preselect\r
+    //////////////////////////////////////\r
+    if(fPIDpreselect || fCutspreselect) {\r
+      if(!PreSelectTrack(track)) continue;\r
+    }\r
+\r
+    signal = kTRUE;\r
+    \r
+    // Fill step without any cut\r
+          \r
+    if(HasMCData()){\r
+      // Check if it is electrons near the vertex\r
+      if(!(mctrack = dynamic_cast<AliMCParticle *>(fMCEvent->GetTrack(TMath::Abs(track->GetLabel()))))) continue;\r
+\r
+      if(fFillSignalOnly && !fCFM->CheckParticleCuts(AliHFEcuts::kStepMCGenerated, mctrack)) signal = kFALSE; \r
+      else AliDebug(3, "Signal Electron");\r
+\r
+      // Fill K pt for Ke3 contributions\r
+      if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode())==321)) fQACollection->Fill("Kptspectra",mctrack->Pt());\r
+      else if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode())==130)) fQACollection->Fill("K0Lptspectra",mctrack->Pt());\r
+    } \r
+    // Cache new Track information inside the var manager\r
+    fVarManager->NewTrack(track, mctrack, fCentralityF, -1, signal);\r
+\r
+    if(fFillNoCuts) {\r
+      if(signal || !fFillSignalOnly){\r
+        fVarManager->FillContainer(fContainer, "recTrackContReco", AliHFEcuts::kStepRecNoCut, kFALSE);\r
+        fVarManager->FillContainer(fContainer, "recTrackContMC", AliHFEcuts::kStepRecNoCut, kTRUE);\r
+      }\r
+    }\r
+  \r
+    // RecKine: ITSTPC cuts  \r
+    if(!ProcessCutStep(AliHFEcuts::kStepRecKineITSTPC, track)) continue;\r
+    \r
+    \r
+    // RecPrim\r
+    if(fRejectKinkMother) { \r
+      if(track->GetKinkIndex(0) != 0) continue; } // Quick and dirty fix to reject both kink mothers and daughters\r
+    if(!ProcessCutStep(AliHFEcuts::kStepRecPrim, track)) continue;\r
+\r
+    // HFEcuts: ITS layers cuts\r
+    if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsITS, track)) continue;\r
+  \r
+    // HFE cuts: TOF PID and mismatch flag\r
+    if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsTOF, track)) continue;\r
+\r
+    // HFE cuts: TPC PID cleanup\r
+    if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsTPC, track)) continue;\r
+\r
+    // HFEcuts: Nb of tracklets TRD0\r
+    if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsTRD, track)) continue;\r
+\r
+    // Fill correlation maps before PID\r
+    if(signal && fContainer->GetCorrelationMatrix("correlationstepbeforePID")) {\r
+      //printf("Fill correlation maps before PID\n");\r
+      fVarManager->FillCorrelationMatrix(fContainer->GetCorrelationMatrix("correlationstepbeforePID"));\r
+    }\r
+\r
+    if(HasMCData()){\r
+      FillProductionVertex(track);\r
+\r
+      if(fMCQA && signal){\r
+        fMCQA->SetCentrality(fCentralityF);\r
+        if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode()) == 11)){\r
+         Double_t weightElecBgV0[kBgLevels] = {0.,0.,0.};\r
+         Double_t hfeimpactRtmp=0., hfeimpactnsigmaRtmp=0.;\r
+         fExtraCuts->GetHFEImpactParameters(track, hfeimpactRtmp, hfeimpactnsigmaRtmp);\r
+         UChar_t itsPixel = track->GetITSClusterMap();\r
+         Double_t ilyrhit=0, ilyrstat=0;\r
+         for(Int_t ilyr=0; ilyr<6; ilyr++){\r
+           if(TESTBIT(itsPixel, ilyr)) ilyrhit += TMath::Power(2,ilyr);\r
+           if(fExtraCuts->CheckITSstatus(fExtraCuts->GetITSstatus(track,ilyr))) ilyrstat += TMath::Power(2,ilyr);\r
+         }\r
+         fMCQA->SetITSInfo(ilyrhit,ilyrstat);\r
+         fMCQA->SetHFEImpactParameters(hfeimpactRtmp, hfeimpactnsigmaRtmp);\r
+         fMCQA->SetTrkKine(track->Pt(),track->Eta(), track->Phi());\r
+         fMCQA->SetContainerStep(3);\r
+         for(Int_t iLevel = 0; iLevel < kBgLevels; iLevel++){\r
+           weightElecBgV0[iLevel] = fMCQA->GetWeightFactor(mctrack, iLevel); // positive:conversion e, negative: nonHFE \r
+           if(!fisNonHFEsystematics || IsPbPb())break;   \r
+         }\r
+         \r
+         if(fisNonHFEsystematics){\r
+           //Fill additional containers for electron source distinction\r
+           Int_t elecSource = 0;\r
+           elecSource = fMCQA->GetElecSource(mctrack->Particle());\r
+           const Char_t *sourceName[kElecBgSpecies]={"Pion","Eta","Omega","Phi","EtaPrime","Rho"};\r
+           const Char_t *levelName[kBgLevels]={"Best","Lower","Upper"};\r
+           Int_t iName = 0;\r
+           for(Int_t iSource = AliHFEmcQA::kPi0; iSource <=  AliHFEmcQA::kGammaRho0; iSource++){\r
+             if((iSource == AliHFEmcQA::kElse)||(iSource == AliHFEmcQA::kMisID)) continue;\r
+             if(elecSource == iSource){\r
+               for(Int_t iLevel = 0; iLevel < kBgLevels; iLevel++){\r
+                 if(weightElecBgV0[iLevel]>0){ \r
+                   fVarManager->FillContainer(fContainer, Form("conversionElecs%s%s",sourceName[iName], levelName[iLevel]), 3, kFALSE, weightElecBgV0[iLevel]);\r
+                 } \r
+                 else if(weightElecBgV0[iLevel]<0){ \r
+                   fVarManager->FillContainer(fContainer, Form("mesonElecs%s%s",sourceName[iName], levelName[iLevel]), 3, kFALSE, -1*weightElecBgV0[iLevel]);\r
+                 }\r
+                 if(IsPbPb())break;\r
+               }\r
+               break;\r
+             }\r
+             iName++;\r
+             if(iName == kElecBgSpecies)iName = 0;\r
+           }\r
+         }\r
+         //else{\r
+           if(weightElecBgV0[0]>0) {\r
+            fVarManager->FillContainer(fContainer, "conversionElecs", 3, kFALSE, weightElecBgV0[0]);\r
+            fVarManager->FillContainer(fContainer, "conversionElecs", 4, kTRUE, weightElecBgV0[0]);\r
+          }\r
+           else if(weightElecBgV0[0]<0) {\r
+            fVarManager->FillContainer(fContainer, "mesonElecs", 3, kFALSE, -1*weightElecBgV0[0]);\r
+            fVarManager->FillContainer(fContainer, "mesonElecs", 4, kTRUE, -1*weightElecBgV0[0]);\r
+          }\r
+           //}\r
+        }\r
+      }\r
+\r
+      Double_t hfeimpactR4all=0., hfeimpactnsigmaR4all=0.;\r
+      Int_t sourceDca =-1;\r
+      if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode()) == 211)){\r
+        if(track->Pt()>4.){\r
+          fExtraCuts->GetHFEImpactParameters(track, hfeimpactR4all, hfeimpactnsigmaR4all);\r
+          dataDca[0]=0; //pion\r
+          dataDca[1]=track->Pt();\r
+          dataDca[2]=hfeimpactR4all;\r
+          dataDca[3]=fCentralityF;\r
+          dataDca[4] = v0pid;\r
+          dataDca[5] = double(track->Charge());\r
+          fQACollection->Fill("Dca", dataDca);\r
+        }\r
+      }\r
+      else if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode()) == 11)){ // to increas statistics for Martin\r
+        if(signal){\r
+          fExtraCuts->GetHFEImpactParameters(track, hfeimpactR4all, hfeimpactnsigmaR4all);\r
+          if(fSignalCuts->IsCharmElectron(track)){\r
+            sourceDca=1;\r
+          }\r
+          else if(fSignalCuts->IsBeautyElectron(track)){\r
+            sourceDca=2;\r
+          }\r
+          else if(fSignalCuts->IsGammaElectron(track)){\r
+            sourceDca=3;\r
+          }\r
+          else if(fSignalCuts->IsNonHFElectron(track)){\r
+            sourceDca=4;\r
+          }\r
+          else if(fSignalCuts->IsJpsiElectron(track)){\r
+            sourceDca=5;\r
+          }\r
+          else {\r
+            sourceDca=6;\r
+          }\r
+          dataDca[0]=sourceDca;\r
+          dataDca[1]=track->Pt();\r
+          dataDca[2]=hfeimpactR4all;\r
+          dataDca[3]=fCentralityF;\r
+          dataDca[4] = v0pid;\r
+          dataDca[5] = double(track->Charge());\r
+          if(signal) fQACollection->Fill("Dca", dataDca);\r
+        }\r
+      }\r
+    }\r
+\r
+    AliHFEpidObject hfetrack;\r
+    hfetrack.SetAnalysisType(AliHFEpidObject::kESDanalysis);\r
+    hfetrack.SetRecTrack(track);\r
+    if(HasMCData()) hfetrack.SetMCTrack(mctrack);\r
+    hfetrack.SetCentrality(fCentralityF);\r
+    hfetrack.SetMulitplicity(ncontribVtx);\r
+    if(IsHeavyIon()) hfetrack.SetPbPb();\r
+    else hfetrack.SetPP();\r
+    fPID->SetVarManager(fVarManager);\r
+    if(!fPID->IsSelected(&hfetrack, fContainer, "recTrackCont", fPIDqa)) continue;\r
+    nElectronCandidates++;\r
+    \r
+    // Background subtraction------------------------------------------------------------------------------------------\r
+    if (GetPlugin(kNonPhotonicElectron)) {\r
+      Int_t indexmother = -1;\r
+      Int_t mcsource = -1;\r
+      if(HasMCData()){\r
+       mcsource = fBackgroundSubtraction->FindMother(mctrack->GetLabel(),indexmother);\r
+      }\r
+      fBackgroundSubtraction->LookAtNonHFE(itrack, track, fInputEvent, 1, fCentralityF, -1, mcsource, indexmother);\r
+    }\r
+    //-----------------------------------------------------------------------------------------------------------------\r
+\r
+    // Temporary histogram for chi2/ITS cluster\r
+    if(IsPbPb()) {\r
+      TBits shared = track->GetTPCSharedMap();\r
+           Int_t sharebit=0;\r
+      if(shared.CountBits() >= 2) sharebit=1;\r
+\r
+           Double_t itschi2percluster = 0.0;\r
+           Double_t itsnbcls = static_cast<Double_t>(track->GetNcls(0));\r
+           if(itsnbcls > 0) itschi2percluster = track->GetITSchi2()/itsnbcls;\r
+\r
+      Double_t itsChi2[7] = {track->Pt(),track->Eta(), track->Phi(),\r
+                       fCentralityF,track->GetTPCsignalN(), sharebit,itschi2percluster};\r
+      fQACollection->Fill("fChi2perITScluster", itsChi2);\r
+    }\r
+    else{\r
+\r
+      Double_t itschi2percluster = 0.0;\r
+      Double_t itsnbcls = static_cast<Double_t>(track->GetNcls(0));\r
+      if(itsnbcls > 0) itschi2percluster = track->GetITSchi2()/itsnbcls;\r
+\r
+      Double_t itsChi2[3] = {track->Pt(), fCentralityF, itschi2percluster};\r
+      fQACollection->Fill("fChi2perITScluster", itsChi2);\r
+    }\r
+\r
+    // Fill Histogram for Hadronic Background\r
+    if(HasMCData()){\r
+      if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode()) != 11))\r
+        fVarManager->FillContainer(fContainer, "hadronicBackground", UInt_t(0), kFALSE);\r
+      else if(mctrack){\r
+        // Fill Ke3 contributions\r
+        Int_t glabel=TMath::Abs(mctrack->GetMother());\r
+        if((mctrackmother = dynamic_cast<AliMCParticle *>(fMCEvent->GetTrack(glabel)))){\r
+          if(TMath::Abs(mctrackmother->Particle()->GetPdgCode())==321)\r
+            fQACollection->Fill("Ke3Kecorr",mctrack->Pt(),mctrackmother->Pt());\r
+          else if(TMath::Abs(mctrackmother->Particle()->GetPdgCode())==130)\r
+            fQACollection->Fill("Ke3K0Lecorr",mctrack->Pt(),mctrackmother->Pt());\r
+        }\r
+      }\r
+    }\r
+\r
+    // Fill Containers\r
+    if(signal) {\r
+      // Apply weight for background contamination\r
+      if(fBackGroundFactorApply) {\r
+        if(IsHeavyIon() && fCentralityF >= 0) fWeightBackGround =  fkBackGroundFactorArray[fCentralityF >= 0 ? fCentralityF : 0]->Eval(TMath::Abs(track->P()));\r
+        else    fWeightBackGround =  fkBackGroundFactorArray[0]->Eval(TMath::Abs(track->P())); // pp case\r
+\r
+        if(fWeightBackGround < 0.0) fWeightBackGround = 0.0;\r
+        else if(fWeightBackGround > 1.0) fWeightBackGround = 1.0;\r
+        // weightBackGround as special weight\r
+        fVarManager->FillContainer(fContainer, "hadronicBackground", 1, kFALSE, fWeightBackGround);\r
+      }\r
+      fVarManager->FillCorrelationMatrix(fContainer->GetCorrelationMatrix("correlationstepafterPID"));\r
+    }\r
+\r
+    Bool_t bTagged=kFALSE;\r
+    if(GetPlugin(kSecVtx)) {\r
+      AliDebug(2, "Running Secondary Vertex Analysis");\r
+      if(fSecVtx->Process(track) && signal) {\r
+        fVarManager->FillContainer(fContainer, "recTrackContSecvtxReco", AliHFEcuts::kStepHFEcutsSecvtx, kFALSE);\r
+        fVarManager->FillContainer(fContainer, "recTrackContSecvtxMC", AliHFEcuts::kStepHFEcutsSecvtx, kTRUE);\r
+        bTagged=kTRUE;\r
+      }\r
+    }\r
+\r
+    // Electron background analysis \r
+    if (GetPlugin(kIsElecBackGround)) {\r
+      \r
+      AliDebug(2, "Running BackGround Analysis");\r
+      \r
+      for(Int_t jtrack = 0; jtrack < fESD->GetNumberOfTracks(); jtrack++){\r
+        htrack = fESD->GetTrack(jtrack);\r
+        if ( itrack == jtrack ) continue;  \r
+        fElecBackGround->PairAnalysis(track, htrack); \r
+      }\r
+    } // end of electron background analysis\r
+\r
+    if (GetPlugin(kDEstep)) { \r
+      Double_t weightElecBgV0[kBgLevels] = {0.,0.,0.,};\r
+      Int_t elecSource = 0;\r
+      Double_t hfeimpactR=0., hfeimpactnsigmaR=0.;\r
+      fExtraCuts->GetHFEImpactParameters(track, hfeimpactR, hfeimpactnsigmaR);\r
+      if(HasMCData())\r
+      {\r
+        if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode()) != 11)){\r
+            fQACollection->Fill("hadronsBeforeIPcut",track->Pt());\r
+        } \r
+        if(fMCQA && signal) {\r
+          \r
+          fMCQA->SetContainerStep(0);\r
+          for(Int_t iLevel = 0; iLevel < kBgLevels; iLevel++){\r
+            weightElecBgV0[iLevel] = fMCQA->GetWeightFactor(mctrack, iLevel); // positive:conversion e, negative: nonHFE \r
+            if(!fisNonHFEsystematics || IsPbPb())break;        \r
+          }\r
+          \r
+          if(fisNonHFEsystematics){\r
+            //Fill additional containers for electron source distinction           \r
+            elecSource = fMCQA->GetElecSource(mctrack->Particle());\r
+            const Char_t *sourceName[kElecBgSpecies]={"Pion","Eta","Omega","Phi","EtaPrime","Rho"};\r
+            const Char_t *levelName[kBgLevels]={"Best","Lower","Upper"};\r
+            Int_t iName = 0;\r
+            for(Int_t iSource = AliHFEmcQA::kPi0; iSource <=  AliHFEmcQA::kGammaRho0; iSource++){\r
+              if((iSource == AliHFEmcQA::kElse)||(iSource == AliHFEmcQA::kMisID)) continue;\r
+              if(elecSource == iSource){\r
+                for(Int_t iLevel = 0; iLevel < kBgLevels; iLevel++){\r
+                  if(weightElecBgV0[iLevel]>0) fVarManager->FillContainer(fContainer, Form("conversionElecs%s%s",sourceName[iName], levelName[iLevel]), 0, kFALSE, weightElecBgV0[iLevel]);\r
+                  else if(weightElecBgV0[iLevel]<0) fVarManager->FillContainer(fContainer, Form("mesonElecs%s%s",sourceName[iName], levelName[iLevel]), 0, kFALSE, -1*weightElecBgV0[iLevel]);\r
+                  if(IsPbPb())break;\r
+                }\r
+                break;\r
+              }\r
+              iName++;\r
+              if(iName == kElecBgSpecies)iName = 0;\r
+            }\r
+          }\r
+          //else{\r
+          if(weightElecBgV0[0]>0) {\r
+           fVarManager->FillContainer(fContainer, "conversionElecs", 0, kFALSE, weightElecBgV0[0]);\r
+           fVarManager->FillContainer(fContainer, "conversionElecs", 5, kTRUE, weightElecBgV0[0]);\r
+         }\r
+          else if(weightElecBgV0[0]<0) {\r
+           fVarManager->FillContainer(fContainer, "mesonElecs", 0, kFALSE, -1*weightElecBgV0[0]);\r
+           fVarManager->FillContainer(fContainer, "mesonElecs", 5, kTRUE, -1*weightElecBgV0[0]);\r
+         }  \r
+          //}\r
+          if(bTagged){ // bg estimation for the secondary vertex tagged signals\r
+            if(weightElecBgV0[0]>0) fVarManager->FillContainer(fContainer, "conversionElecs", 2, kFALSE, weightElecBgV0[0]);\r
+            else if(weightElecBgV0[0]<0) fVarManager->FillContainer(fContainer, "mesonElecs", 2, kFALSE, -1*weightElecBgV0[0]);\r
+          }\r
+        }\r
+      } // end of MC\r
+\r
+      dataDca[0]=-1; //for data, don't know the origin\r
+      dataDca[1]=track->Pt();\r
+      dataDca[2]=hfeimpactR;\r
+      dataDca[3]=fCentralityF;\r
+      dataDca[4] = v0pid;\r
+      dataDca[5] = double(track->Charge());\r
+      if (!HasMCData()) fQACollection->Fill("Dca", dataDca);\r
+\r
+      // Fill Containers for impact parameter analysis\r
+      if(!fCFM->CheckParticleCuts(AliHFEcuts::kStepHFEcutsDca + AliHFEcuts::kNcutStepsMCTrack + AliHFEcuts::kNcutStepsRecTrack,track)) continue;\r
+      if(signal) {\r
+        // Apply weight for background contamination after ip cut\r
+        if(fBackGroundFactorApply) {\r
+              fWeightBackGround =  fkBackGroundFactorArray[0]->Eval(TMath::Abs(track->P())); // pp case\r
+              if(fWeightBackGround < 0.0) fWeightBackGround = 0.0;\r
+              else if(fWeightBackGround > 1.0) fWeightBackGround = 1.0;\r
+              // weightBackGround as special weight\r
+              fVarManager->FillContainer(fContainer, "hadronicBackground", 2, kFALSE, fWeightBackGround);\r
+        }\r
+      }\r
+\r
+      if(HasMCData()){\r
+        if(fMCQA && signal) {\r
+          fMCQA->SetContainerStep(1);\r
+          for(Int_t iLevel = 0; iLevel < kBgLevels; iLevel++){\r
+            weightElecBgV0[iLevel] = fMCQA->GetWeightFactor(mctrack, iLevel); // positive:conversion e, negative: nonHFE \r
+            if(!fisNonHFEsystematics || IsPbPb())break;        \r
+          }       \r
+          if(fisNonHFEsystematics){\r
+            //Fill additional containers for electron source distinction             \r
+            elecSource = fMCQA->GetElecSource(mctrack->Particle());\r
+            const Char_t *sourceName[kElecBgSpecies]={"Pion","Eta","Omega","Phi","EtaPrime","Rho"};\r
+            const Char_t *levelName[kBgLevels]={"Best","Lower","Upper"};\r
+            Int_t iName = 0;\r
+            for(Int_t iSource = AliHFEmcQA::kPi0; iSource <=  AliHFEmcQA::kGammaRho0; iSource++){\r
+              if((iSource == AliHFEmcQA::kElse)||(iSource == AliHFEmcQA::kMisID)) continue;\r
+              if(elecSource == iSource){\r
+                for(Int_t iLevel = 0; iLevel < kBgLevels; iLevel++){\r
+                  if(weightElecBgV0[iLevel]>0) fVarManager->FillContainer(fContainer, Form("conversionElecs%s%s",sourceName[iName], levelName[iLevel]), 1, kFALSE, weightElecBgV0[iLevel]);\r
+                  else if(weightElecBgV0[iLevel]<0) fVarManager->FillContainer(fContainer, Form("mesonElecs%s%s",sourceName[iName], levelName[iLevel]), 1, kFALSE, -1*weightElecBgV0[iLevel]);\r
+                  if(IsPbPb())break;\r
+                }\r
+                break;\r
+              }\r
+              iName++;\r
+              if(iName == kElecBgSpecies)iName = 0;\r
+            }\r
+          }\r
+          // else{\r
+            if(weightElecBgV0[0]>0) {\r
+             fVarManager->FillContainer(fContainer, "conversionElecs", 1, kFALSE, weightElecBgV0[0]);\r
+             fVarManager->FillContainer(fContainer, "conversionElecs", 6, kTRUE, weightElecBgV0[0]);\r
+           }\r
+            else if(weightElecBgV0[0]<0) {\r
+             fVarManager->FillContainer(fContainer, "mesonElecs", 1, kFALSE, -1*weightElecBgV0[0]);\r
+             fVarManager->FillContainer(fContainer, "mesonElecs", 6, kTRUE, -1*weightElecBgV0[0]);\r
+            }\r
+            //}\r
+        }\r
+      }\r
+      if(signal) {\r
+        fVarManager->FillContainer(fContainer, "recTrackContDEReco", AliHFEcuts::kStepHFEcutsDca, kFALSE);\r
+        fVarManager->FillContainer(fContainer, "recTrackContDEMC", AliHFEcuts::kStepHFEcutsDca, kTRUE);\r
+        fVarManager->FillCorrelationMatrix(fContainer->GetCorrelationMatrix("correlationstepafterDE"));\r
+      }\r
+      if(HasMCData()){\r
+        if(mctrack && (TMath::Abs(mctrack->Particle()->GetPdgCode()) != 11)){\r
+          fQACollection->Fill("hadronsAfterIPcut",track->Pt());\r
+        }\r
+      }\r
+    }\r
+\r
+  }\r
+\r
+  // Background subtraction-------------------------------------------------------------------\r
+  if (GetPlugin(kNonPhotonicElectron)) fBackgroundSubtraction->CountPoolAssociated(fInputEvent, fCentralityF);\r
+  //------------------------------------------------------------------------------------------\r
+\r
+  fQACollection->Fill("nElectronTracksEvent", nElectronCandidates);\r
+}\r
+\r
+//____________________________________________________________\r
+void AliAnalysisTaskHFE::ProcessAOD(){\r
+  //\r
+  // Run Analysis in AOD Mode\r
+  // Function is still in development\r
+  //\r
+  //printf("Process AOD\n");\r
+  AliDebug(3, "Processing AOD Event");\r
+  Double_t eventContainer[4];\r
+  eventContainer[0] = 0.0;\r
+  if(HasMCData()) eventContainer[0] = fVz;\r
+  else {\r
+    if(fInputEvent->GetPrimaryVertex()) eventContainer[0] = fInputEvent->GetPrimaryVertex()->GetZ();\r
+  }\r
+  eventContainer[1] = 1.; // No Information available in AOD analysis, assume all events have V0AND\r
+  eventContainer[2] = fCentralityF; \r
+  eventContainer[3] = fContributors; \r
+  \r
+  //printf("value event container %f, %f, %f, %f\n",eventContainer[0],eventContainer[1],eventContainer[2],eventContainer[3]);\r
+\r
+  AliAODEvent *fAOD = dynamic_cast<AliAODEvent *>(fInputEvent);\r
+  if(!fAOD){\r
+    AliError("AOD Event required for AOD Analysis");\r
+      return;\r
+  }\r
+  \r
+  //printf("Will fill\n");\r
+  //\r
+  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepRecNoCut);\r
+  //printf("Fill\n");\r
+  //\r
+  if(fIdentifiedAsPileUp) return; \r
+  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepRecNoPileUp);\r
+\r
+  //\r
+  if(fIdentifiedAsOutInz) return;\r
+  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepZRange);  \r
+\r
+  //\r
+  if(!fPassTheEventCut) return;\r
+  fCFM->GetEventContainer()->Fill(eventContainer, AliHFEcuts::kEventStepReconstructed);\r
+  //printf("pass\n");\r
+\r
+  fContainer->NewEvent();\r
+\r
+  fCFM->SetRecEventInfo(fAOD);\r
+\r
+  if(!fExtraCuts){\r
+    fExtraCuts = new AliHFEextraCuts("hfeExtraCuts","HFE Extra Cuts");\r
+  }\r
+  fExtraCuts->SetRecEventInfo(fAOD);\r
+\r
+  // Get Number of contributors to the primary vertex for multiplicity-dependent correction\r
+  Int_t ncontribVtx = 0;\r
+  AliAODVertex *priVtx = fAOD->GetPrimaryVertex();\r
+  if(priVtx){\r
+    ncontribVtx = priVtx->GetNContributors();\r
+  }\r
+\r
+  // Look for kink mother\r
+  Int_t numberofvertices = fAOD->GetNumberOfVertices();\r
+  Double_t listofmotherkink[numberofvertices];\r
+  Int_t numberofmotherkink = 0;\r
+  for(Int_t ivertex=0; ivertex < numberofvertices; ivertex++) {\r
+    AliAODVertex *aodvertex = fAOD->GetVertex(ivertex);\r
+    if(!aodvertex) continue;\r
+    if(aodvertex->GetType()==AliAODVertex::kKink) {\r
+      AliAODTrack *mother = (AliAODTrack *) aodvertex->GetParent();\r
+      if(!mother) continue;\r
+      Int_t idmother = mother->GetID();\r
+      listofmotherkink[numberofmotherkink] = idmother;\r
+      //printf("ID %d\n",idmother);\r
+      numberofmotherkink++;\r
+    }\r
+  }\r
+  //printf("Number of kink mother in the events %d\n",numberofmotherkink);\r
+\r
+  // Background subtraction-------------------------------------------------------------------\r
+  if (GetPlugin(kNonPhotonicElectron)) fBackgroundSubtraction->FillPoolAssociatedTracks(fInputEvent, fCentralityF);\r
+  //------------------------------------------------------------------------------------------\r
+\r
+  // Loop over tracks\r
+  AliAODTrack *track = NULL;\r
+  AliAODMCParticle *mctrack = NULL;\r
+  Double_t dataDca[6]; // [source, pT, dca, centrality]\r
+  Int_t nElectronCandidates = 0;\r
+  Bool_t signal;\r
+\r
+  //printf("Number of track %d\n",(Int_t) fAOD->GetNumberOfTracks());\r
+  for(Int_t itrack = 0; itrack < fAOD->GetNumberOfTracks(); itrack++){\r
+    track = fAOD->GetTrack(itrack); mctrack = NULL;\r
+    if(!track) continue;\r
+    \r
+    signal = kTRUE;\r
+    if(HasMCData()){\r
+\r
+      Int_t label = TMath::Abs(track->GetLabel());\r
+      if(label && label < fAODArrayMCInfo->GetEntriesFast())\r
+        mctrack = dynamic_cast<AliAODMCParticle *>(fAODArrayMCInfo->At(label));\r
+        if(fFillSignalOnly && !fCFM->CheckParticleCuts(AliHFEcuts::kStepMCGenerated, mctrack)) signal = kFALSE;\r
+    }\r
+    \r
+    fVarManager->NewTrack(track, mctrack, fCentralityF, -1, signal);\r
+    \r
+    if(fFillNoCuts) {\r
+      if(signal || !fFillSignalOnly){\r
+        fVarManager->FillContainer(fContainer, "recTrackContReco", AliHFEcuts::kStepRecNoCut, kFALSE);\r
+        fVarManager->FillContainer(fContainer, "recTrackContMC", AliHFEcuts::kStepRecNoCut, kTRUE);\r
+      }\r
+    }\r
+\r
+    fQACollection->Fill("Filterorigin", -1);  \r
+    for(Int_t k=0; k<20; k++) {\r
+      Int_t u = 1<<k;\r
+      if((track->TestFilterBit(u))) {\r
+             fQACollection->Fill("Filterorigin", k);\r
+      }\r
+    }\r
+\r
+    if(fApplyCutAOD) {\r
+      //printf("Apply cuts\n");\r
+      // RecKine: ITSTPC cuts  \r
+      if(!ProcessCutStep(AliHFEcuts::kStepRecKineITSTPC, track)) continue;\r
+\r
+      // Reject kink mother\r
+      if(fRejectKinkMother) {\r
+           Bool_t kinkmotherpass = kTRUE;\r
+           for(Int_t kinkmother = 0; kinkmother < numberofmotherkink; kinkmother++) {\r
+             if(track->GetID() == listofmotherkink[kinkmother]) {\r
+               kinkmotherpass = kFALSE;\r
+               continue;\r
+             }\r
+           }\r
+           if(!kinkmotherpass) continue;\r
+      }\r
+      \r
+      // RecPrim\r
+      if(!ProcessCutStep(AliHFEcuts::kStepRecPrim, track)) continue;\r
+      \r
+      // HFEcuts: ITS layers cuts\r
+      if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsITS, track)) continue;\r
+      \r
+      // HFE cuts: TOF PID and mismatch flag\r
+      if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsTOF, track)) continue;\r
+      \r
+      // HFE cuts: TPC PID cleanup\r
+      if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsTPC, track)) continue;\r
+      \r
+      // HFEcuts: Nb of tracklets TRD0\r
+      if(!ProcessCutStep(AliHFEcuts::kStepHFEcutsTRD, track)) continue;\r
+    }\r
+\r
+    // Fill correlation maps before PID\r
+    if(signal && fContainer->GetCorrelationMatrix("correlationstepbeforePID")) {\r
+      //printf("Fill correlation maps before PID\n");\r
+      fVarManager->FillCorrelationMatrix(fContainer->GetCorrelationMatrix("correlationstepbeforePID"));\r
+    }\r
+\r
+    if(HasMCData()){\r
+      Double_t hfeimpactR4all=0., hfeimpactnsigmaR4all=0.;\r
+      Int_t sourceDca =-1;\r
+      if(mctrack && (TMath::Abs(mctrack->GetPdgCode()) == 211)){\r
+        if(track->Pt()>4.){\r
+          fExtraCuts->GetHFEImpactParameters(track, hfeimpactR4all, hfeimpactnsigmaR4all);\r
+          dataDca[0]=0; //pion\r
+          dataDca[1]=track->Pt();\r
+          dataDca[2]=hfeimpactR4all;\r
+          dataDca[3]=fCentralityF;\r
+          dataDca[4] = -1; // not store V0 for the moment\r
+          dataDca[5] = double(track->Charge());\r
+          fQACollection->Fill("Dca", dataDca);\r
+        }\r
+      }\r
+      else if(mctrack && (TMath::Abs(mctrack->GetPdgCode()) == 11)){ // to increas statistics for Martin\r
+        if(signal){\r
+          fExtraCuts->GetHFEImpactParameters(track, hfeimpactR4all, hfeimpactnsigmaR4all);\r
+          if(fSignalCuts->IsCharmElectron(track)){\r
+            sourceDca=1;\r
+          }\r
+          else if(fSignalCuts->IsBeautyElectron(track)){\r
+            sourceDca=2;\r
+          }\r
+          else if(fSignalCuts->IsGammaElectron(track)){\r
+            sourceDca=3;\r
+          }\r
+          else if(fSignalCuts->IsNonHFElectron(track)){\r
+            sourceDca=4;\r
+          }\r
+          else if(fSignalCuts->IsJpsiElectron(track)){\r
+            sourceDca=5;\r
+          }\r
+          else {\r
+            sourceDca=6;\r
+          }\r
+          dataDca[0]=sourceDca;\r
+          dataDca[1]=track->Pt();\r
+          dataDca[2]=hfeimpactR4all;\r
+          dataDca[3]=fCentralityF;\r
+          dataDca[4] = -1; // not store V0 for the moment\r
+          dataDca[5] = double(track->Charge());\r
+          if(signal) fQACollection->Fill("Dca", dataDca);\r
+        }\r
+      }\r
+    }\r
+\r
+    //printf("Will process to PID\n");\r
+\r
+    // track accepted, do PID\r
+    AliHFEpidObject hfetrack;\r
+    hfetrack.SetAnalysisType(AliHFEpidObject::kAODanalysis);\r
+    hfetrack.SetRecTrack(track);\r
+    if(HasMCData()) hfetrack.SetMCTrack(mctrack);\r
+    hfetrack.SetCentrality(fCentralityF);\r
+    hfetrack.SetMulitplicity(ncontribVtx); // for correction\r
+    if(IsHeavyIon()) hfetrack.SetPbPb();\r
+    else hfetrack.SetPP();\r
+    fPID->SetVarManager(fVarManager);\r
+    if(!fPID->IsSelected(&hfetrack, fContainer, "recTrackCont", fPIDqa)) continue;   \r
+    // we will do PID here as soon as possible\r
+\r
+    // Background subtraction----------------------------------------------------------------------------------------------\r
+    if (GetPlugin(kNonPhotonicElectron)) {\r
+      Int_t indexmother = -1;\r
+      Int_t mcsource = -1;\r
+      if(HasMCData() && mctrack)  mcsource = fBackgroundSubtraction->FindMother(mctrack->GetLabel(),indexmother);\r
+      fBackgroundSubtraction->LookAtNonHFE(itrack, track, fInputEvent, 1, fCentralityF, -1,mcsource, indexmother);\r
+    }\r
+    //---------------------------------------------------------------------------------------------------------------------\r
+\r
+    // end AOD QA\r
+    fQACollection->Fill("Filterend", -1);  \r
+    for(Int_t k=0; k<20; k++) {\r
+      Int_t u = 1<<k;\r
+      if((track->TestFilterBit(u))) {\r
+             fQACollection->Fill("Filterend", k);\r
+      }\r
+    }\r
+       \r
+    // Apply weight for background contamination\r
+    //Double_t weightBackGround = 1.0;\r
+    if(signal) {\r
+      // Apply weight for background contamination\r
+      if(fBackGroundFactorApply) {\r
+             if(IsHeavyIon() && fCentralityF >= 0) fWeightBackGround =  fkBackGroundFactorArray[fCentralityF >= 0 ? fCentralityF : 0]->Eval(TMath::Abs(track->P()));\r
+             else    fWeightBackGround =  fkBackGroundFactorArray[0]->Eval(TMath::Abs(track->P())); // pp case\r
+       \r
+             if(fWeightBackGround < 0.0) fWeightBackGround = 0.0;\r
+             else if(fWeightBackGround > 1.0) fWeightBackGround = 1.0;\r
+        // weightBackGround as special weight\r
+        fVarManager->FillContainer(fContainer, "hadronicBackground", 1, kFALSE, fWeightBackGround);\r
+      }\r
+      fVarManager->FillCorrelationMatrix(fContainer->GetCorrelationMatrix("correlationstepafterPID"));\r
+    }\r
+    \r
+    nElectronCandidates++;    \r
+\r
+    if (GetPlugin(kDEstep)) {\r
+      if (!HasMCData()){\r
+        Double_t hfeimpactR=0., hfeimpactnsigmaR=0.;\r
+        fExtraCuts->GetHFEImpactParameters(track, hfeimpactR, hfeimpactnsigmaR);\r
+        dataDca[0]=-1; //for data, don't know the origin\r
+        dataDca[1]=track->Pt();\r
+        dataDca[2]=hfeimpactR;\r
+        dataDca[3]=fCentralityF;\r
+        dataDca[4] = -1; // not store V0 for the moment\r
+        dataDca[5] = double(track->Charge());\r
+        fQACollection->Fill("Dca", dataDca);\r
+      }\r
+\r
+      // Fill Containers for impact parameter analysis\r
+      if(!fCFM->CheckParticleCuts(AliHFEcuts::kStepHFEcutsDca + AliHFEcuts::kNcutStepsMCTrack + AliHFEcuts::kNcutStepsRecTrack,track)) continue;\r
+      if(signal) {\r
+        // Apply weight for background contamination after ip cut\r
+        if(fBackGroundFactorApply) {\r
+              fWeightBackGround =  fkBackGroundFactorArray[0]->Eval(TMath::Abs(track->P())); // pp case\r
+              if(fWeightBackGround < 0.0) fWeightBackGround = 0.0;\r
+              else if(fWeightBackGround > 1.0) fWeightBackGround = 1.0;\r
+              // weightBackGround as special weight\r
+              fVarManager->FillContainer(fContainer, "hadronicBackground", 2, kFALSE, fWeightBackGround);\r
+        }\r
+      }\r
+    }\r
+  }\r
+\r
+  // Background subtraction-------------------------------------------------------------------\r
+  if (GetPlugin(kNonPhotonicElectron)) fBackgroundSubtraction->CountPoolAssociated(fInputEvent, fCentralityF);\r
+  //------------------------------------------------------------------------------------------\r
+\r
+  fQACollection->Fill("nElectronTracksEvent", nElectronCandidates);\r
+}\r
+\r
+//____________________________________________________________\r
+Bool_t AliAnalysisTaskHFE::ProcessMCtrack(AliVParticle *track){\r
+  //\r
+  // Filter the Monte Carlo Track\r
+  // Additionally Fill a THnSparse for Signal To Background Studies\r
+  // Works for AOD and MC analysis Type\r
+  //\r
+  fVarManager->NewTrack(track, NULL, fCentralityF, -1, kTRUE);\r
+\r
+\r
+  Double_t vertex[3] = {0.,0.,0.}; // Production vertex cut to mask gammas which are NOT supposed to have hits in the first ITS layer(s)\r
+  if(IsESDanalysis()){\r
+    AliMCParticle *mctrack = dynamic_cast<AliMCParticle *>(track);\r
+    if(mctrack){\r
+      vertex[0] = mctrack->Particle()->Vx();\r
+      vertex[1] = mctrack->Particle()->Vy();\r
+    }\r
+  } else {\r
+    AliAODMCParticle *aodmctrack = dynamic_cast<AliAODMCParticle *>(track);\r
+    if(aodmctrack) aodmctrack->XvYvZv(vertex);\r
+  }\r
+\r
+  //printf("MC Generated\n");\r
+  if(!fCFM->CheckParticleCuts(AliHFEcuts::kStepMCGenerated, track)) return kFALSE;\r
+  //printf("MC Generated pass\n");\r
+  fVarManager->FillContainer(fContainer, "MCTrackCont", AliHFEcuts::kStepMCGenerated, kFALSE);\r
+\r
+  // Step GeneratedZOutNoPileUp\r
+  if((fIdentifiedAsPileUp) || (TMath::Abs(fVz) > fCuts->GetVertexRange()) || (fCentralityF < 0)) return kFALSE;\r
+  fVarManager->FillContainer(fContainer, "MCTrackCont", AliHFEcuts::kStepMCGeneratedZOutNoPileUpCentralityFine, kFALSE);\r
+  //printf("In ProcessMCtrack %f\n",fCentralityF);\r
+\r
+  // Step Generated Event Cut\r
+  if(!fPassTheEventCut) return kFALSE;\r
+  fVarManager->FillContainer(fContainer, "MCTrackCont", AliHFEcuts::kStepMCGeneratedEventCut, kFALSE);\r
+\r
+  if(!fCFM->CheckParticleCuts(AliHFEcuts::kStepMCInAcceptance, track)) return kFALSE;\r
+  fVarManager->FillContainer(fContainer, "MCTrackCont", AliHFEcuts::kStepMCInAcceptance, kFALSE);\r
+  return kTRUE;\r
+}\r
+\r
+//____________________________________________________________\r
+Bool_t AliAnalysisTaskHFE::PreSelectTrack(AliESDtrack *track) const {\r
+  //\r
+  // Preselect tracks\r
+  //\r
+  \r
+\r
+  Bool_t survived = kTRUE;\r
+\r
+  if(fCutspreselect) {\r
+    //printf("test preselect\n");\r
+    if(!fCutspreselect->IsSelected(track)) survived=kFALSE;\r
+  }\r
+  //printf("survived %d\n",(Int_t)survived);\r
+  \r
+  if(survived && fPIDpreselect){\r
+    // Apply PID\r
+    AliHFEpidObject hfetrack;\r
+    hfetrack.SetAnalysisType(AliHFEpidObject::kESDanalysis);\r
+    hfetrack.SetRecTrack(track);\r
+    if(!fPIDpreselect->IsSelected(&hfetrack)) {\r
+      //printf("Did not pass AliHFEcuts::kPID\n");\r
+      survived = kFALSE;\r
+    }\r
+    //else printf("Pass AliHFEcuts::kPID\n");\r
+  }\r
+\r
+  return survived; \r
+      \r
+}\r
+//____________________________________________________________\r
+void AliAnalysisTaskHFE::MakeEventContainer(){\r
+  //\r
+  // Create the event container for the correction framework and link it\r
+  // 1st bin: Vertex z-position\r
+  // 2nd bin: V0AND decision (normalization to sigma_inel)\r
+  // 3rd bin: Centrality class (for pp defined as number of contributors in vertex.)\r
+  // 4th bin: Number of contributors > 0\r
+  //\r
+  \r
+  const Int_t kNvar = 4;  // number of variables on the grid: \r
+  Int_t nBins[kNvar] = {120, 2, 11, 2};\r
+  Double_t binMin[kNvar] = {-30. , 0., 0.0, 0.};\r
+  Double_t binMax[kNvar] = {30., 2., 11.0, 2.};\r
+  \r
+  AliCFContainer *evCont = new AliCFContainer("eventContainer", "Container for events", AliHFEcuts::kNcutStepsEvent, kNvar, nBins);\r
+  \r
+  Double_t *vertexBins = AliHFEtools::MakeLinearBinning(nBins[0], binMin[0], binMax[0]);\r
+  Double_t *v0andBins = AliHFEtools::MakeLinearBinning(nBins[1], binMin[1], binMax[1]);\r
+  Double_t *centralityBins = AliHFEtools::MakeLinearBinning(nBins[2], binMin[2], binMax[2]);\r
+  Double_t *contributorsBins = AliHFEtools::MakeLinearBinning(nBins[3], binMin[3], binMax[3]);\r
+  evCont->SetBinLimits(0, vertexBins);\r
+  evCont->SetBinLimits(1, v0andBins);\r
+  evCont->SetBinLimits(2, centralityBins);\r
+  evCont->SetBinLimits(3, contributorsBins);\r
+  delete[] vertexBins; delete[] v0andBins; delete[] centralityBins; delete[] contributorsBins;\r
+    \r
+  fCFM->SetEventContainer(evCont);\r
+}\r
+\r
+//____________________________________________________________\r
+void AliAnalysisTaskHFE::MakeParticleContainer(){\r
+  //\r
+  // Create the particle container for the correction framework manager and \r
+  // link it\r
+  //\r
+  if(!fContainer) fContainer = new AliHFEcontainer("trackContainer");\r
+  fVarManager->DefineVariables(fContainer);\r
+\r
+  // Create Correction Framework containers\r
+  fContainer->CreateContainer("MCTrackCont", "Track Container filled with MC information", AliHFEcuts::kNcutStepsMCTrack);\r
+  fContainer->CreateContainer("recTrackContReco", "Track Container filled with MC information", AliHFEcuts::kNcutStepsRecTrack + fPID->GetNumberOfPIDdetectors());\r
+  fContainer->CreateContainer("recTrackContMC", "Track Container filled with MC information", AliHFEcuts::kNcutStepsRecTrack + fPID->GetNumberOfPIDdetectors());\r
+  \r
+  fContainer->CreateContainer("hadronicBackground", "Container for Hadronic Background", 3);\r
+  fContainer->CreateContainer("recTrackContDEReco", "Container for displaced electron analysis with Reco information", 1);\r
+  fContainer->CreateContainer("recTrackContDEMC", "Container for displaced electron analysis with MC information", 1);\r
+  fContainer->CreateContainer("recTrackContSecvtxReco", "Container for secondary vertexing analysis with Reco information", 1);\r
+  fContainer->CreateContainer("recTrackContSecvtxMC", "Container for secondary vertexing analysis with MC information", 1);\r
+\r
+  if(HasMCData()){\r
+    fContainer->CreateContainer("conversionElecs", "Container for weighted conversion electrons",7);\r
+    fContainer->CreateContainer("mesonElecs", "Container for weighted electrons from meson decays",7);\r
+    fContainer->Sumw2("conversionElecs");\r
+    fContainer->Sumw2("mesonElecs");\r
+   \r
+    if(fisNonHFEsystematics){\r
+      const Char_t *sourceName[kElecBgSpecies]={"Pion","Eta","Omega","Phi","EtaPrime","Rho"};\r
+      const Char_t *levelName[kBgLevels]={"Best","Lower","Upper"};\r
+      for(Int_t iSource = 0; iSource < kElecBgSpecies; iSource++){\r
+        for(Int_t iLevel = 0; iLevel < kBgLevels; iLevel++){\r
+          fContainer->CreateContainer(Form("conversionElecs%s%s",sourceName[iSource],levelName[iLevel]), Form("Container for weighted conversion electrons from %s grandm., %s level",sourceName[iSource],levelName[iLevel]),5);\r
+          fContainer->CreateContainer(Form("mesonElecs%s%s",sourceName[iSource],levelName[iLevel]), Form("Container for weighted electrons from %s decays, %s level",sourceName[iSource],levelName[iLevel]),5);\r
+          fContainer->Sumw2(Form("conversionElecs%s%s",sourceName[iSource],levelName[iLevel]));\r
+          fContainer->Sumw2(Form("mesonElecs%s%s",sourceName[iSource],levelName[iLevel]));\r
+          if(IsPbPb())break;\r
+        }\r
+      }\r
+    }\r
+    //fContainer->CreateContainer("charmElecs", "Container for weighted charm electrons",2);\r
+  }\r
+\r
+  fContainer->CreateCorrelationMatrix("correlationstepafterPID","THnSparse with correlations");\r
+  fContainer->CreateCorrelationMatrix("correlationstepafterDE","THnSparse with correlations");\r
+  if(!fVarManager->IsVariableDefined("centrality")) {\r
+    //printf("Create the two other correlation maps\n");\r
+    fContainer->CreateCorrelationMatrix("correlationstepbeforePID","THnSparse with correlations");\r
+    fContainer->CreateCorrelationMatrix("correlationstepafterTOF","THnSparse with correlations");\r
+  }\r
+\r
+  // Define the step names\r
+  for(UInt_t istep = 0; istep < AliHFEcuts::kNcutStepsMCTrack; istep++){\r
+    fContainer->SetStepTitle("MCTrackCont", AliHFEcuts::MCCutName(istep), istep);\r
+  }\r
+  for(UInt_t istep = 0; istep < AliHFEcuts::kNcutStepsRecTrack; istep++){\r
+    fContainer->SetStepTitle("recTrackContReco", AliHFEcuts::RecoCutName(istep), istep);\r
+    fContainer->SetStepTitle("recTrackContMC", AliHFEcuts::RecoCutName(istep), istep);\r
+  }\r
+  for(UInt_t ipid = 0; ipid < fPID->GetNumberOfPIDdetectors(); ipid++){\r
+    fContainer->SetStepTitle("recTrackContReco", fPID->SortedDetectorName(ipid), AliHFEcuts::kNcutStepsRecTrack + ipid);\r
+    fContainer->SetStepTitle("recTrackContMC", fPID->SortedDetectorName(ipid), AliHFEcuts::kNcutStepsRecTrack + ipid);\r
+  }\r
+}\r
+//____________________________________________________________\r
+void AliAnalysisTaskHFE::InitContaminationQA(){\r
+  // \r
+  // Add QA for Impact Parameter cut\r
+  //\r
+\r
+  TObjArray *array = fVarManager->GetVariables();\r
+  Int_t nvars = array->GetEntriesFast();\r
+  for(Int_t v = 0; v < nvars; v++) {\r
+    AliHFEvarManager::AliHFEvariable *variable = (AliHFEvarManager::AliHFEvariable *) array->At(v);\r
+    if(!variable) continue;\r
+    TString name(((AliHFEvarManager::AliHFEvariable *)variable)->GetName());\r
+    if(!name.CompareTo("pt")) {\r
+      const Int_t nBinPt  = variable->GetNumberOfBins();\r
+      const Double_t *kPtRange = variable->GetBinning();\r
+\r
+      fQACollection->CreateTH1Farray("hadronsBeforeIPcut", "Hadrons before IP cut", nBinPt, kPtRange);\r
+      fQACollection->CreateTH1Farray("hadronsAfterIPcut", "Hadrons after IP cut", nBinPt, kPtRange);\r
+\r
+      fQACollection->CreateTH2Farray("Ke3Kecorr", "Ke3 decay e and K correlation; Ke3K p_{t}; Ke3e p_{t}; ", nBinPt, kPtRange, 20,0.,20.);\r
+      fQACollection->CreateTH2Farray("Ke3K0Lecorr", "Ke3 decay e and K0L correlation; Ke3K0L p_{t}; Ke3e p_{t}; ", nBinPt, kPtRange, 20,0.,20.);\r
+      fQACollection->CreateTH1Farray("Kptspectra", "Charged Kaons: MC p_{t} ", nBinPt, kPtRange);\r
+      fQACollection->CreateTH1Farray("K0Lptspectra", "K0L: MC p_{t} ", nBinPt, kPtRange);\r
+\r
+      const Double_t kDCAbound[2] = {-0.2, 0.2};\r
+\r
+      const Int_t nDimDca=6;\r
+      const Int_t nBinDca[nDimDca] = { 8, nBinPt, 800, 12,  6, 2};\r
+      Double_t minimaDca[nDimDca]  = { -1., 0., kDCAbound[0], -1., -1, -1.1};\r
+      Double_t maximaDca[nDimDca]  = { 7., 20., kDCAbound[1], 11.,  5, 1.1};\r
+\r
+      Double_t *sourceBins = AliHFEtools::MakeLinearBinning(nBinDca[0], minimaDca[0], maximaDca[0]);\r
+      Double_t *dcaBins = AliHFEtools::MakeLinearBinning(nBinDca[2], minimaDca[2], maximaDca[2]);\r
+      Double_t *centralityBins = AliHFEtools::MakeLinearBinning(nBinDca[3], minimaDca[3], maximaDca[3]);\r
+      Double_t *v0PIDBins = AliHFEtools::MakeLinearBinning(nBinDca[4], minimaDca[4], maximaDca[4]);\r
+      Double_t *chargeBins = AliHFEtools::MakeLinearBinning(nBinDca[5], minimaDca[5], maximaDca[5]);\r
+\r
+      fQACollection->CreateTHnSparseNoLimits("Dca", "Dca; source (0-all, 1-charm,etc); pT [GeV/c]; dca; centrality bin; v0pid; charge", nDimDca, nBinDca);\r
+      ((THnSparse*)(fQACollection->Get("Dca")))->SetBinEdges(0, sourceBins);\r
+      ((THnSparse*)(fQACollection->Get("Dca")))->SetBinEdges(1, kPtRange);\r
+      ((THnSparse*)(fQACollection->Get("Dca")))->SetBinEdges(2, dcaBins);\r
+      ((THnSparse*)(fQACollection->Get("Dca")))->SetBinEdges(3, centralityBins);\r
+      ((THnSparse*)(fQACollection->Get("Dca")))->SetBinEdges(4, v0PIDBins);\r
+      ((THnSparse*)(fQACollection->Get("Dca")))->SetBinEdges(5, chargeBins);\r
+\r
+      break;\r
+    }  \r
+  }\r
+\r
+}\r
+\r
+//____________________________________________________________\r
+void AliAnalysisTaskHFE::InitHistoITScluster(){\r
+  //\r
+    // Initialize a temporary histogram to monitor the chi2/ITS cluster\r
+    if(IsPbPb()) {\r
+        const Int_t kNDim = 7;\r
+        const Int_t kNBins[kNDim] = {88, 20,90,11, 160, 2, 1000};\r
+        const Double_t kMin[kNDim] = {0.1, -1,0,  0.,0., 0,  0.};\r
+        const Double_t kMax[kNDim] = {20., 1, 2.*TMath::Pi(), 11.,160, 2, 100.};\r
+        fQACollection->CreateTHnSparse("fChi2perITScluster", "chi2/ITS cluster; p_{T} (GeV/c);eta;phi; centrality class;nclus;sharebit; #chi^{2}/ITS cluster", kNDim, kNBins, kMin, kMax);\r
+        fQACollection->BinLogAxis("fChi2perITScluster", 0);\r
+    }\r
+    else\r
+    {\r
+        const Int_t kNDim = 3;\r
+        const Int_t kNBins[kNDim] = {44, 11, 1000};\r
+        const Double_t kMin[kNDim] = {0.1, 0., 0.};\r
+        const Double_t kMax[kNDim] = {20., 11., 100.};\r
+        fQACollection->CreateTHnSparse("fChi2perITScluster", "chi2/ITS cluster; p_{T} (GeV/c); centrality class; #chi^{2}/ITS cluster", kNDim, kNBins, kMin, kMax);\r
+        fQACollection->BinLogAxis("fChi2perITScluster", 0);\r
+    }\r
+}\r
+\r
+//____________________________________________________________\r
+void AliAnalysisTaskHFE::SelectSpecialTrigger(const Char_t *trgclust, Int_t runMin, Int_t runMax){\r
+  //\r
+  // Select only events triggered by a special trigeer cluster\r
+  //\r
+  if(!fSpecialTrigger) fSpecialTrigger = new AliOADBContainer("SpecialTrigger");\r
+  fSpecialTrigger->AppendObject(new TObjString(trgclust), runMin, runMax);\r
+}\r
+\r
+//____________________________________________________________\r
+const Char_t * AliAnalysisTaskHFE::GetSpecialTrigger(Int_t run){\r
+  //\r
+  // Derive selected trigger string for given run\r
+  //\r
+  if(!fSpecialTrigger) return NULL;\r
+  TObjString *trg = dynamic_cast<TObjString *>(fSpecialTrigger->GetObject(run));\r
+  if(!trg) return NULL;\r
+  return trg->String().Data();\r
+}\r
+\r
+//____________________________________________________________\r
+void AliAnalysisTaskHFE::PrintStatus() const {\r
+  //\r
+  // Print Analysis status\r
+  //\r
+  printf("\n\tAnalysis Settings\n\t========================================\n\n");\r
+  printf("\tSecondary Vertex finding: %s\n", GetPlugin(kSecVtx) ? "YES" : "NO");\r
+  printf("\tPrimary Vertex resolution: %s\n", GetPlugin(kPriVtx) ? "YES" : "NO");\r
+  printf("\tDisplaced electron analysis step: %s\n", GetPlugin(kDEstep) ? "YES" : "NO");\r
+  printf("\tTagged Track Analysis: %s\n", GetPlugin(kTaggedTrackAnalysis) ? "YES" : "NO");\r
+  printf("\n");\r
+  printf("\tParticle Identification Detectors:\n");\r
+  fPID->PrintStatus();\r
+  printf("\n");\r
+  printf("\tQA: \n");\r
+  printf("\t\tPID: %s\n", IsQAOn(kPIDqa) ? "YES" :  "NO");\r
+  printf("\t\tCUTS: %s\n", (fCuts != NULL && fCuts->IsQAOn()) ? "YES" : "NO");\r
+  printf("\t\tMC: %s\n", IsQAOn(kMCqa) ? "YES" : "NO");\r
+  printf("\n");\r
+}\r
+\r
+//____________________________________________________________\r
+Bool_t AliAnalysisTaskHFE::FillProductionVertex(const AliVParticle * const track) const{\r
+  //\r
+  // Find the production vertex of the associated MC track\r
+  //\r
+  if(!fMCEvent) return kFALSE;\r
+  const AliVParticle *mctrack = NULL;\r
+  TString objectType = track->IsA()->GetName();\r
+  if(objectType.CompareTo("AliESDtrack") == 0 || objectType.CompareTo("AliAODTrack") == 0){\r
+    // Reconstructed track\r
+    mctrack = fMCEvent->GetTrack(TMath::Abs(track->GetLabel()));\r
+  } else {\r
+    // MCParticle\r
+    mctrack = track;\r
+  }\r
+\r
+  if(!mctrack) return kFALSE;\r
+\r
+  Double_t xv = 0.0;\r
+  Double_t yv = 0.0;\r
\r
+  if(TString(mctrack->IsA()->GetName()).CompareTo("AliMCParticle") == 0){\r
+    // case MCParticle\r
+    const AliMCParticle *mcpart = dynamic_cast<const AliMCParticle *>(mctrack);\r
+    if(mcpart){\r
+      xv =  mcpart->Xv();\r
+      yv =  mcpart->Yv();\r
+    }\r
+  } else {\r
+    // case AODMCParticle\r
+    const AliAODMCParticle *mcpart = dynamic_cast<const AliAODMCParticle *>(mctrack);\r
+    if(mcpart){\r
+      xv =  mcpart->Xv();\r
+      yv =  mcpart->Yv();\r
+    }\r
+  }\r
+\r
+  //printf("xv %f, yv %f\n",xv,yv);\r
+  fQACollection->Fill("radius", TMath::Abs(xv),TMath::Abs(yv));\r
+\r
+  return kTRUE;\r
+\r
+}\r
+//__________________________________________\r
+void AliAnalysisTaskHFE::SwitchOnPlugin(Int_t plug){\r
+  //\r
+  // Switch on Plugin\r
+  // Available:\r
+  //  - Primary vertex studies\r
+  //  - Secondary vertex Studies\r
+  //  - Post Processing\r
+  //\r
+  switch(plug){\r
+    case kPriVtx: SETBIT(fPlugins, plug); break;\r
+    case kSecVtx: SETBIT(fPlugins, plug); break;\r
+    case kIsElecBackGround: SETBIT(fPlugins, plug); break;\r
+    case kPostProcess: SETBIT(fPlugins, plug); break;\r
+    case kDEstep: SETBIT(fPlugins, plug); break;\r
+    case kTaggedTrackAnalysis: SETBIT(fPlugins, plug); break;\r
+    case kNonPhotonicElectron: SETBIT(fPlugins, plug); break; \r
+    default: AliError("Unknown Plugin");\r
+  };\r
+}\r
+//__________________________________________\r
+Bool_t AliAnalysisTaskHFE::ProcessCutStep(Int_t cutStep, AliVParticle *track){\r
+  //\r
+  // Check single track cuts for a given cut step\r
+  // Fill the particle container\r
+  //\r
+  const Int_t kMCOffset = AliHFEcuts::kNcutStepsMCTrack;\r
+  if(!fCFM->CheckParticleCuts(cutStep + kMCOffset, track)) return kFALSE;\r
+  if(fVarManager->IsSignalTrack()) {\r
+    fVarManager->FillContainer(fContainer, "recTrackContReco", cutStep, kFALSE);\r
+    fVarManager->FillContainer(fContainer, "recTrackContMC", cutStep, kTRUE);\r
+  }\r
+  return kTRUE;\r
+}\r
+//___________________________________________________\r
+Bool_t AliAnalysisTaskHFE::ReadCentrality() {\r
+  //\r
+  // Recover the centrality of the event from ESD or AOD\r
+  //\r
+  \r
+  Float_t fCentralityLimitstemp[12];\r
+  Float_t fCentralityLimitsdefault[12]= {0.,5.,10., 20., 30., 40., 50., 60.,70.,80., 90., 100.};\r
+  if(!fPbPbUserCentralityBinning) memcpy(fCentralityLimitstemp,fCentralityLimitsdefault,sizeof(fCentralityLimitsdefault));\r
+  else memcpy(fCentralityLimitstemp,fCentralityLimits,sizeof(fCentralityLimitsdefault));\r
+  \r
+\r
+  Int_t bin = -1;\r
+  if(IsHeavyIon()) {\r
+    // Centrality\r
+    AliCentrality *centrality = fInputEvent->GetCentrality();\r
+    fCentralityPercent = centrality->GetCentralityPercentile("V0M");\r
+    //printf("centrality %f\n",fCentralityPercent);\r
+\r
+    for(Int_t ibin = 0; ibin < 11; ibin++){\r
+      if(fCentralityPercent >= fCentralityLimitstemp[ibin] && fCentralityPercent < fCentralityLimitstemp[ibin+1]){\r
+        bin = ibin;\r
+       //printf("test bin %f, low %f, high %f, %d\n",fCentralityPercent,fCentralityLimitstemp[ibin],fCentralityLimitstemp[ibin+1],ibin);\r
+        break;\r
+      }\r
+    }\r
+    \r
+    if(bin == -1) bin = 11; // Overflow\r
+  } else {\r
+    // PP: Tracklet multiplicity, use common definition\r
+    Int_t itsMultiplicity = GetITSMultiplicity(fInputEvent);\r
+    Int_t multiplicityLimits[8] = {0, 1, 9, 17, 25, 36, 60, 500};\r
+    for(Int_t ibin = 0; ibin < 7; ibin++){  \r
+      if(itsMultiplicity >= multiplicityLimits[ibin] && itsMultiplicity < multiplicityLimits[ibin + 1]){\r
+        bin = ibin;\r
+        break;\r
+      }\r
+    }\r
+    if(bin == -1) bin = 7;  // Overflow\r
+  }\r
+  fCentralityF = bin;\r
+  AliDebug(2, Form("Centrality class %d\n", fCentralityF));\r
+\r
\r
+  // contributors, to be outsourced\r
+  const AliVVertex *vtx;\r
+  if(IsAODanalysis()){\r
+    AliAODEvent *fAOD = dynamic_cast<AliAODEvent *>(fInputEvent);\r
+    if(!fAOD){\r
+      AliError("AOD Event required for AOD Analysis");\r
+      return kFALSE;\r
+    }\r
+    vtx = fAOD->GetPrimaryVertex();\r
+  } else {\r
+    AliESDEvent *fESD = dynamic_cast<AliESDEvent *>(fInputEvent);\r
+    if(!fESD){\r
+      AliError("ESD Event required for ESD Analysis");\r
+      return kFALSE;\r
+    }\r
+    vtx = fESD->GetPrimaryVertex() ;\r
+  }\r
+  if(!vtx){ \r
+    fContributors = 0.5;\r
+    return kFALSE;\r
+  }\r
+  else {\r
+    Int_t contributorstemp = vtx->GetNContributors();\r
+    if( contributorstemp <=  0) {\r
+      fContributors =  0.5;\r
+      //printf("Number of contributors %d and vz %f\n",contributorstemp,vtx->GetZ());\r
+    }\r
+    else fContributors = 1.5;\r
+    //printf("Number of contributors %d\n",contributorstemp);\r
+  }\r
+  return kTRUE;\r
+}\r
+\r
+//___________________________________________________\r
+Int_t AliAnalysisTaskHFE::GetITSMultiplicity(AliVEvent *ev){\r
+  //\r
+  // Definition of the Multiplicity according to the JPSI group (F. Kramer)\r
+  //\r
+  Int_t nTracklets = 0;\r
+  Int_t nAcc = 0;\r
+  Double_t etaRange = 1.6;\r
+\r
+  if (ev->IsA() == AliAODEvent::Class()) {\r
+    AliAODTracklets *tracklets = ((AliAODEvent*)ev)->GetTracklets();\r
+    nTracklets = tracklets->GetNumberOfTracklets();\r
+    for (Int_t nn = 0; nn < nTracklets; nn++) {\r
+      Double_t theta = tracklets->GetTheta(nn);\r
+      Double_t eta = -TMath::Log(TMath::Tan(theta/2.0));\r
+      if (TMath::Abs(eta) < etaRange) nAcc++;\r
+    }\r
+  } else if (ev->IsA() == AliESDEvent::Class()) {\r
+    nTracklets = ((AliESDEvent*)ev)->GetMultiplicity()->GetNumberOfTracklets();\r
+    for (Int_t nn = 0; nn < nTracklets; nn++) {\r
+       Double_t eta = ((AliESDEvent*)ev)->GetMultiplicity()->GetEta(nn);\r
+      if (TMath::Abs(eta) < etaRange) nAcc++;\r
+    }\r
+  } else return -1;\r
+\r
+  return nAcc;\r
+}\r
+\r
+//___________________________________________________\r
+void AliAnalysisTaskHFE::RejectionPileUpVertexRangeEventCut() {\r
+  //\r
+  // Recover the centrality of the event from ESD or AOD\r
+  //\r
+ if(IsAODanalysis()){\r
+\r
+   AliAODEvent *fAOD = dynamic_cast<AliAODEvent *>(fInputEvent);\r
+   if(!fAOD){\r
+     AliError("AOD Event required for AOD Analysis");\r
+       return;\r
+   }\r
+   // PileUp\r
+   fIdentifiedAsPileUp = kFALSE;\r
+   if(fRemovePileUp && fAOD->IsPileupFromSPD()) fIdentifiedAsPileUp = kTRUE; \r
+   // Z vertex\r
+   fIdentifiedAsOutInz = kFALSE;\r
+   //printf("Z vertex %f and out %f\n",fAOD->GetPrimaryVertex()->GetZ(),fCuts->GetVertexRange());\r
+   if(TMath::Abs(fAOD->GetPrimaryVertex()->GetZ()) > fCuts->GetVertexRange()) fIdentifiedAsOutInz = kTRUE;\r
+   // Event Cut\r
+   fPassTheEventCut = kTRUE;\r
+   if(!fCFM->CheckEventCuts(AliHFEcuts::kEventStepReconstructed, fAOD)) fPassTheEventCut = kFALSE; \r
+   \r
+   \r
+ } else {\r
+   \r
+   AliDebug(3, "Processing ESD Centrality");\r
+   AliESDEvent *fESD = dynamic_cast<AliESDEvent *>(fInputEvent);\r
+   if(!fESD){\r
+     AliError("ESD Event required for ESD Analysis");\r
+       return;\r
+   }\r
+   // PileUp\r
+   fIdentifiedAsPileUp = kFALSE;\r
+   if(fRemovePileUp && fESD->IsPileupFromSPD()) fIdentifiedAsPileUp = kTRUE; \r
+   \r
+\r
+\r
+   // Z vertex\r
+   fIdentifiedAsOutInz = kFALSE;\r
+   Bool_t findvertex = kTRUE;\r
+   const AliESDVertex* vtxESD = fESD->GetPrimaryVertex();\r
+   if((!vtxESD) || (vtxESD->GetNContributors() <= 0)) findvertex = kFALSE;\r
+   if(findvertex) {\r
+     if(TMath::Abs(vtxESD->GetZ()) > fCuts->GetVertexRange()) fIdentifiedAsOutInz = kTRUE;\r
+   }\r
+   \r
+   //Event Cut\r
+   fPassTheEventCut = kTRUE;\r
+   if(!fCFM->CheckEventCuts(AliHFEcuts::kEventStepReconstructed, fESD)) fPassTheEventCut = kFALSE;   \r
+  \r
+ }\r
+\r
+}\r
+\r