示例#1
0
//______________________________________________________________________________
TObject* GetHistogram(TFile* file, 
		      const Char_t* cutClass, 
		      const Char_t* histList, 
		      const Char_t* histName) {
  //
  // get a histogram from the J/psi output
  //
  TKey* qaKey = (TKey*)file->GetListOfKeys()->At(0);
  TList* qaList = (TList*)qaKey->ReadObj();
  
  THashList* qaCutClass = (THashList*)qaList->FindObject(cutClass);
  THashList* qaHistList = (THashList*)qaCutClass->FindObject(histList);
  return qaHistList->FindObject(histName);
}
示例#2
0
const char *Next(int &kind,int &idx,double &exe,double &heap,double &free,double &inc) {		  
  if(!inp) return 0;
  kind=0;idx=0;exe=0;heap=0;free=0,inc=0;
  TString ts;
  char *endMaker,*clear,*ctr,*doPs,*fr,*to,*and;
  while(fgets(line,500,inp)) {
    doPs = strstr(line,"doPs for");
    if (!doPs) 				continue;
    endMaker = strstr(line,"EndMaker");
    clear    = strstr(line,"Clear");
    ctr      = strstr(line,"constructor");
    kind = 0;
    if (ctr     ) kind = 1;
    if (clear   ) kind = 2;
    if (endMaker) kind = 3;
    if (!kind)				continue;
    fr = doPs+8 +strspn(doPs+8," \t");
    to = strstr(fr,":");
    ts = ""; ts.Append(fr,to-fr);
    if (!ts.Length()) 			continue;
    fr = strstr(fr,"total");  if (!fr) 	continue;
    fr = strstr(fr,"="    );  if (!fr) 	continue;
    exe = atof(fr+1);
    fr  = strstr(fr,"heap" ); if (!fr) 	continue;
    fr  = strstr(fr,"="    ); if (!fr) 	continue;
    heap = atof(fr+1);
    and  = strstr(fr,"and");
    if (and) free = atof(and+3);
    fr  = strstr(fr,"("    ); if (!fr) 	continue;
    inc = atof(fr+1);
    if (kind==1) 			continue;
    TNamed *tn = (TNamed*)hash.FindObject(ts.Data());
    if (!tn) {
      tn = new TNamed(ts.Data(),"");
      hash.Add(tn);
      fNMakers++;
      tn->SetUniqueID((UInt_t)fNMakers);
      mArray.AddAtAndExpand(tn,fNMakers);
    }
    idx = tn->GetUniqueID();
    return tn->GetName();
  }
  fclose(inp); inp = 0;
  return 0;  
}};
示例#3
0
文件: tpc_raw.C 项目: alisw/AliRoot
const AliEventInfo* GetEventInfo()
{
    // Fill the event info object
    
    AliCentralTrigger *aCTP = NULL;
    if (AliEveEventManager::AssertRawReader())
    {
        fEventInfo.SetEventType(AliEveEventManager::AssertRawReader()->GetType());
        
        ULong64_t mask = AliEveEventManager::AssertRawReader()->GetClassMask();
        fEventInfo.SetTriggerMask(mask);
        UInt_t clmask = AliEveEventManager::AssertRawReader()->GetDetectorPattern()[0];
        fEventInfo.SetTriggerCluster(AliDAQ::ListOfTriggeredDetectors(clmask));
        
        aCTP = new AliCentralTrigger();
        TString configstr("");
        if (!aCTP->LoadConfiguration(configstr)) { // Load CTP config from OCDB
            printf("No trigger configuration found in OCDB! The trigger configuration information will not be used!");
//            delete aCTP;
            return 0;
        }
        aCTP->SetClassMask(mask);
        aCTP->SetClusterMask(clmask);
        
        if (AliEveEventManager::AssertRunLoader())
        {
            AliCentralTrigger* rlCTP = AliEveEventManager::AssertRunLoader()->GetTrigger();
            if (rlCTP)
            {
                rlCTP->SetClassMask(mask);
                rlCTP->SetClusterMask(clmask);
            }
        }
    }
    else
    {
        fEventInfo.SetEventType(AliRawEventHeaderBase::kPhysicsEvent);
        
        if (AliEveEventManager::AssertRunLoader() &&
            (!AliEveEventManager::AssertRunLoader()->LoadTrigger()))
        {
            aCTP = AliEveEventManager::AssertRunLoader()->GetTrigger();
            fEventInfo.SetTriggerMask(aCTP->GetClassMask());
            // get inputs from actp - just get
            AliESDEvent *esdEvent = AliEveEventManager::Instance()->GetESD();
            
            if(esdEvent)
            {
                AliESDHeader* esdheader = esdEvent->GetHeader();
                esdheader->SetL0TriggerInputs(aCTP->GetL0TriggerInputs());
                esdheader->SetL1TriggerInputs(aCTP->GetL1TriggerInputs());
                esdheader->SetL2TriggerInputs(aCTP->GetL2TriggerInputs());
                fEventInfo.SetTriggerCluster(AliDAQ::ListOfTriggeredDetectors(aCTP->GetClusterMask()));
            }
            else
            {
                cout<<"tpc_raw -- no ESD event"<<endl;
            }
        }
        else
        {
            printf("No trigger can be loaded! The trigger information will not be used!");
            return 0;
        }
    }
    
    AliTriggerConfiguration *config = aCTP->GetConfiguration();
    if (!config)
    {
        printf("No trigger configuration has been found! The trigger configuration information will not be used!");
//        if (AliEveEventManager::AssertRawReader()) delete aCTP;
        return 0;
    }
    
    TString declTriggerClasses;
    
    // Load trigger aliases and declare the trigger classes included in aliases
    AliCDBEntry * entry = AliCDBManager::Instance()->Get("GRP/CTP/Aliases");
    if (entry) {
        THashList * lst = dynamic_cast<THashList*>(entry->GetObject());
        if (lst) {
            lst->Sort(kFALSE); // to avoid problems with substrings
            if (AliEveEventManager::AssertRawReader()) AliEveEventManager::AssertRawReader()->LoadTriggerAlias(lst);
            // Now declare all the triggers present in the aliases
            TIter iter(lst);
            TNamed *nmd = 0;
            while((nmd = dynamic_cast<TNamed*>(iter.Next()))){
                declTriggerClasses += " ";
                declTriggerClasses += nmd->GetName();
            }
        }
        else {
            printf("Cannot cast the object with trigger aliases to THashList!");
        }
    }
    else {
        printf("No OCDB entry for the trigger aliases!");
    }
    
    // Load trigger classes for this run
    UChar_t clustmask = 0;
    TString trclasses;
    ULong64_t trmask = fEventInfo.GetTriggerMask();
    const TObjArray& classesArray = config->GetClasses();
    Int_t nclasses = classesArray.GetEntriesFast();
    for( Int_t iclass=0; iclass < nclasses; iclass++ ) {
        AliTriggerClass* trclass = (AliTriggerClass*)classesArray.At(iclass);
        if (trclass && trclass->GetMask()>0) {
            Int_t trindex = TMath::Nint(TMath::Log2(trclass->GetMask()));
            if (AliEveEventManager::AssertESD()) AliEveEventManager::AssertESD()->SetTriggerClass(trclass->GetName(),trindex);
            if (AliEveEventManager::AssertRawReader()) AliEveEventManager::AssertRawReader()->LoadTriggerClass(trclass->GetName(),trindex);
            if (trmask & (1ull << trindex)) {
                trclasses += " ";
                trclasses += trclass->GetName();
                trclasses += " ";
                clustmask |= trclass->GetCluster()->GetClusterMask();
            }
        }
    }
    fEventInfo.SetTriggerClasses(trclasses);
    
    if (!aCTP->CheckTriggeredDetectors()) {
//        if (AliEveEventManager::AssertRawReader()) delete aCTP;
        cout<<"Check trigger detectors failed"<<endl;
        return 0;
    }
    
//    if (AliEveEventManager::AssertRawReader()) delete aCTP;
    
    // everything went ok, return pointer
    return (&fEventInfo);
}
// flags: [apply fake rate | pass Trigger | lumi | MC weight | trigger Eff | trigger MC to data SF | lumi SF | ele SF | mu SF | PU reweight]
TH1F *
MakeHistoFromBranch(TFile *input, const char *treeName, const char *brName, int signs, int &region, const char *cutVariable, float cutLow, float cutHigh, vector<float> &binning, unsigned int flags, bool normToBinWidth, float userScale)
{
  input->cd();
  // prepare the histogram
  TH1F *histo = new TH1F("dummy", "dummy", 150, 0., 1500.);
  histo->Sumw2();
  histo->SetName(brName);
  histo->SetTitle(brName);
  float *bins = &binning[0];
  histo->GetXaxis()->Set(binning.size() - 1, bins);

  if (flags & 1<<7) userScale *= ((TParameter<float> *)input->Get("lumi"))->GetVal();
  if (flags & 1<<6) {
    THashList *mcWeights = (THashList *)input->Get("mcWeights");
    unsigned int charOffset = 8;
    if (flags & 1<<9) charOffset += 2;
    userScale *= ((TParameter<float> *)mcWeights->FindObject(treeName + charOffset))->GetVal();
  }
  if (flags & 1<<5) userScale *= ((TParameter<float> *)input->Get("trgEff"))->GetVal();
  if (flags & 1<<4) userScale *= ((TParameter<float> *)input->Get("trgDataMcScaleFactor"))->GetVal();
  if (flags & 1<<1) userScale *= ((TParameter<float> *)input->Get("muScaleFactor"))->GetVal();
  float eleScaleFactorEB = ((TParameter<float> *)input->Get("eleScaleFactorEB"))->GetVal();
  float eleScaleFactorEE = ((TParameter<float> *)input->Get("eleScaleFactorEE"))->GetVal();
  float lumiScaleFactorEB = ((TParameter<float> *)input->Get("lumiScaleFactorEB"))->GetVal();
  float lumiScaleFactorEE = ((TParameter<float> *)input->Get("lumiScaleFactorEE"))->GetVal();

  //cout << "Scalefactor = " << userScale << endl;

  // get the tree
  TTree *tree;
  tree = (TTree *)input->Get(treeName);

  // get branches
  float var;
  bool passTrg;
  bool passHeep;
  float puWeight = 1.;
  int eCharge;
  int muCharge;
  int evtRegion;
  float cutVar = 0.;
  float fakeRate = 0.;
  tree->SetBranchStatus("*",0); //disable all branches
  tree->SetBranchStatus(brName,1);
  tree->SetBranchAddress(brName, &var);
  if (flags & 1<<8) {
    tree->SetBranchStatus("passTrg",1);
    tree->SetBranchAddress("passTrg", &passTrg);
  }
  if (signs != 0) {
    tree->SetBranchStatus("eCharge",1);
    tree->SetBranchStatus("muCharge",1);
    tree->SetBranchAddress("eCharge", &eCharge);
    tree->SetBranchAddress("muCharge", &muCharge);
  }
  if (region < 2) {
    tree->SetBranchStatus("evtRegion",1);
    tree->SetBranchAddress("evtRegion", &evtRegion);
  }
  if (flags & 1) {
    tree->SetBranchStatus("puWeight",1);
    tree->SetBranchAddress("puWeight", &puWeight);
  }
  if (cutVariable[0] != '\0') {
    tree->SetBranchStatus(cutVariable,1);
    tree->SetBranchAddress(cutVariable, &cutVar);
  }
  if (flags & 1<<9) {
    tree->SetBranchStatus("passHeep",1);
    tree->SetBranchStatus("fakeRate",1);
    tree->SetBranchAddress("passHeep", &passHeep);
    tree->SetBranchAddress("fakeRate", &fakeRate);
  }

  Long64_t nEntries = (*tree).GetEntries();
  for (unsigned int i = 0; i < nEntries; ++i) {
    tree->GetEntry(i);

    // trigger fired?
    if ((flags & 1<<8) && passTrg == false) continue;

    // select electron region
    if (evtRegion == 0 && region == 1) continue;
    if (evtRegion == 1 && region == 0) continue;

    float scaleFactor = userScale;
    // set lumi and electron scalefactor according to detector region
    if (evtRegion == 0 && flags & 1<<2) scaleFactor *= eleScaleFactorEB;
    if (evtRegion == 1 && flags & 1<<2) scaleFactor *= eleScaleFactorEE;
    if (evtRegion == 0 && flags & 1<<3) scaleFactor *= lumiScaleFactorEB;
    if (evtRegion == 1 && flags & 1<<3) scaleFactor *= lumiScaleFactorEE;

    // PU reweight
    if (flags & 1) scaleFactor *= puWeight;

    // get only the desired charge combination. Scheme emu -3 to +3: -+, +-, OS, ALL, SS, ++, --
    if (signs < 0 && (eCharge * muCharge) > 0) continue; // OS
    if (signs > 0 && (eCharge * muCharge) < 0) continue; // SS
    if (abs(signs) == 3 && eCharge > 0) continue; // e-mu+ or e-mu-
    if (abs(signs) == 2 && eCharge < 0) continue; // e+mu- or e+mu+

    // user defined cut
    if (cutVariable[0] != '\0')
      if (cutVar < cutLow || cutVar >= cutHigh) continue;
    
    if (flags & 1<<9) {
      if (!passHeep) scaleFactor *= fakeRate / (1 - fakeRate);
      else continue;
    }

    if (normToBinWidth) scaleFactor /= histo->GetBinWidth(histo->FindBin(var));
    histo->Fill(var, scaleFactor);
  }

  //cout << "integral: " << histo->Integral() << "       overflow: " << histo->GetBinContent(histo->GetNbinsX() + 1) << endl;
  return histo;
}
void macro_MakeQcdClosureTest()
{
  // parameters //////////////////////////////////////////////////////////////
  //TFile input("./emuSpec_19619pb-1.root", "open");
  TFile input("test_19619pb-1.root", "open");
  input.cd();

  TParameter<float> *lumi = (TParameter<float> *)input.Get("lumi");

  const int nBins = 75;
  const bool usePu = 1;
  const bool useWeight = 1;
  const int qcdEst = 1; // estimation method of QCD contribution. none(0), from SS spectrum(1), from fake rate(2)

  int eRegion = 2; // electron region EB(0), EE(1), EB+EE(2)

  bool plotSign[3];
  plotSign[0] = 1;  // all
  plotSign[1] = 1;  // SS same sign
  plotSign[2] = 1;  // OS opposite sign

  bool plotType[2];
  plotType[0] = 1;  // emu spectrum
  plotType[1] = 1;  // cumulative emu spectrum

  const bool plotPull = 0; // plot (data-bkg)/bkg
  const bool plotPullBelowSpec = 0; // plot (data-bkg)/bkg below spectrum
  const bool logPlotX = 0;
  const bool logPlotY = 1;
  const bool prelim = 1;
  const bool groupedPlot = 0;
  const bool overflowBin = 1;

  float xRangeMin = 60.;
  float xRangeMax = 1200.;
  //float xRangeMin = 0.;
  //float xRangeMax = 1500.;
  float yRangeMin[6] = {0.002, 0.002, 0.002, 0.4, 0.4, 0.4};
  float yRangeMax[6] = {30, 10, 30, 3000, 1000, 3000};
  float yRangeMinRatio[3] = {-0.7, -0.7, -0.7};
  float yRangeMaxRatio[3] = {0.7, 0.7, 0.7};
  float fitMin = xRangeMin;
  float fitMax = 1100.; // set to highest bin with a data point
  float xRangeMinRatio = fitMin;
  float xRangeMaxRatio = fitMax;

  // output file formats
  const bool savePull = 0;
  const bool saveSpec = 0;
  const bool saveCumSpec = 0;
  const bool saveAsPdf = 0;
  const bool saveAsPng = 1;
  const bool saveAsRoot = 0;
  const char *fileNameExtra = "";
  //const char *fileNameExtra = "madgraphTTbar_";
  const char *plotDir = "./plottemp/";

  // plot style
  int wjetColour=  TColor::GetColor("#ffd324");
  int jetBkgColour = TColor::GetColor("#ffff66"); 

  int font = 42; //62
  ////////////////////////////////////////////////////////////////////////////

  // systematic errors
  float systErrLumi = ((TParameter<float> *)input.Get("systErrLumi"))->GetVal();
  systErrLumi = 0.; // since we normalize to the Z peak
  float systErrEff = ((TParameter<float> *)input.Get("systErrEff"))->GetVal(); // muon err & ele err
  THashList *systErrMCs = (THashList *)input.Get("systErrMCs");
  vector<float> systErrMC;
  systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcTtbar"))->GetVal());  // NNLO ttbar
  //systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcTtbar700to1000"))->GetVal());  // NLO ttbar700to1000
  //systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcTtbar1000up"))->GetVal());  // NLO ttbar1000up
  systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcDyTauTau"))->GetVal()); //z->tt
  systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcWW"))->GetVal()); //WW
  systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcWZ"))->GetVal()); //WZ
  systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcZZ"))->GetVal()); //ZZ
  systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcTW"))->GetVal()); //tW
  systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcDyMuMu"))->GetVal()); //Z->mm
  systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcDyEE"))->GetVal()); //Z->ee
  if (qcdEst == 2) systErrMC.push_back(0.4); // qcd error
  else systErrMC.push_back(((TParameter<float> *)systErrMCs->FindObject("systErrMcWJets"))->GetVal());  //WJets

  // to keep the histogram when the file is closed
  TH1::AddDirectory(kFALSE);
  TH1::SetDefaultSumw2(kTRUE);

  TString histoSign[3] = {"", "SS_", "OS_"};
  TString xAxisTitle[3] = {"m(e#mu)", "m(e^{#pm}#mu^{#pm})", "m(e^{#pm}#mu^{#mp})"};
  TString nameSuffix[2] = {"", "cumul"};
  TString titleSuffix[2] = {"", " - Cumulative"};

  vector<TH1F *> emuMass_wjets;
  vector<TH1F *> emuMass_qcd;
  vector<TH1F *> emuMass_qcdFromFake;

  // define the binning
  vector<float> binning;
  if (logPlotX) {
    //for (float bin = 0.; bin < 100.; bin += 5.)
    //  binning.push_back(bin);
    for (float bin = 0.; bin < 200.; bin += 10.)
      binning.push_back(bin);
    for (float bin = 200.; bin < 400.; bin += 20.)
      binning.push_back(bin);
    for (float bin = 400.; bin < 500.; bin += 25.)
      binning.push_back(bin);
    for (float bin = 500.; bin <= 620.; bin += 40.)
      binning.push_back(bin);
      binning.push_back(670.);
      binning.push_back(720.);
      binning.push_back(780.);
      binning.push_back(840.);
      binning.push_back(920.);
      binning.push_back(1000.);
      binning.push_back(1100.);
      binning.push_back(1220.);
      binning.push_back(1380.);
      binning.push_back(1500.);
  } else {
    //for (float bin = 0.; bin <= 1500.; bin += 20.)
    //  binning.push_back(bin);
    for (float bin = 0.; bin < 200.; bin += 20.)
      binning.push_back(bin);
    for (float bin = 200.; bin < 400.; bin += 40.)
      binning.push_back(bin);
    for (float bin = 400.; bin < 700.; bin += 50.)
      binning.push_back(bin);
    for (float bin = 700.; bin < 1000.; bin += 75.)
      binning.push_back(bin);
    for (float bin = 1000.; bin < 1200.; bin += 100.)
      binning.push_back(bin);
    for (float bin = 1200.; bin <= 1500.; bin += 150.)
      binning.push_back(bin);
  }

  THashList *mcWeights = (THashList *)input.Get("mcWeights");
  TParameter<float> *mcWeight = (TParameter<float> *)mcWeights->FindObject("ttbar");
  TParameter<float> *mcWeight700to1000 = (TParameter<float> *)mcWeights->FindObject("ttbar700to1000");
  TParameter<float> *mcWeight1000up = (TParameter<float> *)mcWeights->FindObject("ttbar1000up");

  float totMcWeight = 1.;
  // determine qcd contribution
  TH1F *qcdContrib;
  TH1F *ssData = MakeHistoFromBranch(&input, "emuTree_data", "mass", SS, eRegion, "", 0., 0., binning, 0x100);
  TH1F *ssBg = MakeHistoFromBranch(&input, "emuTree_ttbar", "mass", SS, eRegion, "genMTtbar", 0., 700., binning, 0x1DF);
  totMcWeight = 1. / (1 / mcWeight->GetVal() + 1 / mcWeight700to1000->GetVal());
  ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ttbar", "mass", SS, eRegion, "genMTtbar", 700., 1000., binning, 0x19F), totMcWeight);
  ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ttbar700to1000", "mass", SS, eRegion, "genMTtbar", 700., 1000., binning, 0x19F), totMcWeight);
  totMcWeight = 1. / (1 / mcWeight->GetVal() + 1 / mcWeight1000up->GetVal());
  ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ttbar", "mass", SS, eRegion, "genMTtbar", 1000., 1000000000., binning, 0x19F), totMcWeight);
  ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ttbar1000up", "mass", SS, eRegion, "genMTtbar", 1000., 1000000000., binning, 0x19F), totMcWeight);
  //TH1F *ssBg = MakeHistoFromBranch(&input, "emuTree_ttbar", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF);
  //TH1F *ssBg = MakeHistoFromBranch(&input, "emuTree_ttbarto2l", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF);
  ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ztautau", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
  ssBg->Add(MakeHistoFromBranch(&input, "emuTree_ww", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
  ssBg->Add(MakeHistoFromBranch(&input, "emuTree_wz", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
  ssBg->Add(MakeHistoFromBranch(&input, "emuTree_zz", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
  ssBg->Add(MakeHistoFromBranch(&input, "emuTree_tw", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
  ssBg->Add(MakeHistoFromBranch(&input, "emuTree_zmumu", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
  ssBg->Add(MakeHistoFromBranch(&input, "emuTree_zee", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
  ssBg->Add(MakeHistoFromBranch(&input, "emuTree_wjets", "mass", SS, eRegion, "", 0., 0., binning, 0x1DF));
  qcdContrib = (TH1F *)ssData->Clone("qcdContrib_SS");
  qcdContrib->Add(ssBg, -1);
  for (int i = 0; i < qcdContrib->GetNbinsX() + 2; ++i) {
    if (qcdContrib->GetBinContent(i) < 0) qcdContrib->SetBinContent(i, 0.);
  }
  cout << "expected SS QCD events: " << ssData->Integral() - ssBg->Integral() << endl;
  cout << "derived SS QCD events: " << qcdContrib->Integral() << endl;
  cout << "scale factor: " << (ssData->Integral() - ssBg->Integral()) / qcdContrib->Integral()<< endl;
  qcdContrib->Scale((ssData->Integral() - ssBg->Integral()) / qcdContrib->Integral());

  // loop over full spectrum, SS and OS
  for (int k = 0; k < 3; ++k) {
    // loop to get normal and cumulated spectrum
    for (unsigned int j = 0; j < 2; ++j) {
      input.cd();

      bool normToBin = true;
      if (j > 0) normToBin = false;

      if (k == 2) k = -1;
      // make the histograms
      emuMass_wjets.push_back(MakeHistoFromBranch(&input, "emuTree_wjets", "mass", k, eRegion, "", 0., 0., binning, 0x1DF, normToBin));
      if (k == -1) k = 2;
      emuMass_wjets.back()->SetName("emuMass_" + histoSign[k] + "wjets" + nameSuffix[j]);

      // qcd contribution
      if (k == 2) k = -1;
      emuMass_qcdFromFake.push_back((TH1F *)MakeHistoFromBranch(&input, "frEmuTree_data", "mass", k, eRegion, "", 0., 0., binning, 0x300));
      emuMass_qcd.push_back((TH1F *)qcdContrib->Clone("emuMass_" + histoSign[k] + "qcd"));
      if (k == ALL) emuMass_qcd.back()->Scale(2.);
      // normalize to bin width
      if (j < 1) {
        for (int i = 1; i < emuMass_qcd.back()->GetNbinsX() + 1; ++i) {
          emuMass_qcd.back()->SetBinContent(i, emuMass_qcd.back()->GetBinContent(i) / emuMass_qcd.back()->GetBinWidth(i));
          emuMass_qcd.back()->SetBinError(i, emuMass_qcd.back()->GetBinError(i) / emuMass_qcd.back()->GetBinWidth(i));
          emuMass_qcdFromFake.back()->SetBinContent(i, emuMass_qcdFromFake.back()->GetBinContent(i) / emuMass_qcdFromFake.back()->GetBinWidth(i));
          emuMass_qcdFromFake.back()->SetBinError(i, emuMass_qcdFromFake.back()->GetBinError(i) / emuMass_qcdFromFake.back()->GetBinWidth(i));
        }
      }
      if (k == -1) k = 2;

      // add overflow in last bin
      if (j == 0 && overflowBin) {
        emuMass_wjets.back()->SetBinContent(emuMass_wjets.back()->GetNbinsX(), emuMass_wjets.back()->GetBinContent(emuMass_wjets.back()->GetNbinsX()) + emuMass_wjets.back()->GetBinContent(emuMass_wjets.back()->GetNbinsX() + 1));
        emuMass_qcd.back()->SetBinContent(emuMass_qcd.back()->GetNbinsX(), emuMass_qcd.back()->GetBinContent(emuMass_qcd.back()->GetNbinsX()) + emuMass_qcd.back()->GetBinContent(emuMass_qcd.back()->GetNbinsX() + 1));
        emuMass_qcdFromFake.back()->SetBinContent(emuMass_qcdFromFake.back()->GetNbinsX(), emuMass_qcdFromFake.back()->GetBinContent(emuMass_qcdFromFake.back()->GetNbinsX()) + emuMass_qcdFromFake.back()->GetBinContent(emuMass_qcdFromFake.back()->GetNbinsX() + 1));
      }

      // integrate from the right side
      if (j == 1) { 
        // loop over bins
        double error;
        for (int i = 1; i < nBins + 1; ++i) {
          emuMass_wjets.back()->SetBinContent(i, emuMass_wjets.back()->IntegralAndError(i, nBins, error));
          emuMass_wjets.back()->SetBinError(i, error);
          emuMass_qcd.back()->SetBinContent(i, emuMass_qcd.back()->IntegralAndError(i, nBins, error));
          emuMass_qcd.back()->SetBinError(i, error);
          emuMass_qcdFromFake.back()->SetBinContent(i, emuMass_qcdFromFake.back()->IntegralAndError(i, nBins, error));
          emuMass_qcdFromFake.back()->SetBinError(i, error);
        }     
      }

      if (!plotSign[k]) continue;
      if (!plotType[j]) continue;

      TCanvas *emuPlot;
      TPad *specPad;
      if (plotPullBelowSpec && j == 0) {
        emuPlot = new TCanvas("emuPlot" + histoSign[k] + nameSuffix[j], "emu Spectrum" + titleSuffix[j], 100, 100, 900, 900);
        specPad = new TPad("specPad" + histoSign[k] + nameSuffix[j], "emu Spectrum" + titleSuffix[j], 0., 0.33, 1., 1.);
        specPad->SetBottomMargin(0.06);
      } else {
        emuPlot = new TCanvas("emuPlot" + histoSign[k] + nameSuffix[j], "emu Spectrum" + titleSuffix[j], 100, 100, 900, 600);
        specPad = new TPad("specPad" + histoSign[k] + nameSuffix[j], "emu Spectrum" + titleSuffix[j], 0., 0., 1., 1.);
        specPad->SetBottomMargin(0.12);
      }
      specPad->SetBorderMode(0);
      specPad->SetBorderSize(2);
      specPad->SetFrameBorderMode(0);
      specPad->SetFillColor(0);
      specPad->SetFrameFillColor(0);
      if (logPlotX) specPad->SetLogx();
      if (logPlotY) specPad->SetLogy();
      specPad->SetLeftMargin(0.11);
      specPad->SetRightMargin(0.09);
      specPad->SetTopMargin(0.08);
      specPad->SetTickx(1);
      specPad->SetTicky(1);
      specPad->Draw();
      specPad->cd();
 
      gStyle->SetTitleFont(font);
      gStyle->SetLabelFont(font);
      gStyle->SetLegendFont(font);
      gStyle->SetOptStat(0);
      gStyle->SetOptTitle(0);
      gStyle->SetTitleXOffset(1.);
      gStyle->SetTitleYOffset(1.3);
      gPad->SetTicks(1, 1);

      // make a histogram stack with the bg 
      THStack *bgStack = new THStack("bgStack" + histoSign[k] + nameSuffix[j], "Invariant Mass" + titleSuffix[j]);
      bgStack->Add(emuMass_qcd.back());
      bgStack->Add(emuMass_wjets.back());

      // plot spectrum
      emuMass_wjets.back()->SetFillColor(wjetColour);
      emuMass_wjets.back()->SetMarkerColor(wjetColour);
      emuMass_wjets.back()->SetLineColor(kBlack);
      emuMass_wjets.back()->SetLineWidth(2);
      //emuMass_wjets.back()->Draw("HISTsames");
      emuMass_qcd.back()->SetFillColor(jetBkgColour);
      emuMass_qcd.back()->SetMarkerColor(jetBkgColour);
      emuMass_qcd.back()->SetLineColor(kBlack);
      emuMass_qcd.back()->SetLineWidth(2);
      //emuMass_qcd.back()->Draw("HISTsames");
      bgStack->Draw("hist");
      emuMass_qcdFromFake.back()->SetLineColor(kRed);
      emuMass_qcdFromFake.back()->SetLineWidth(2);
      emuMass_qcdFromFake.back()->Draw("esame");

      if (plotPullBelowSpec && j == 0) {
        bgStack->GetXaxis()->SetTitle("");
      } else {
        bgStack->GetXaxis()->SetTitle(xAxisTitle[k] + " [GeV]");
      }
      bgStack->GetXaxis()->SetTitleFont(font);
      bgStack->GetXaxis()->SetTitleSize(0.047);
      bgStack->GetXaxis()->SetTitleOffset(0.9);
      bgStack->GetXaxis()->SetLabelFont(font);
      bgStack->GetXaxis()->SetLabelSize(0.05);
      bgStack->GetXaxis()->SetMoreLogLabels();
      bgStack->GetXaxis()->SetNoExponent();
      //bgStack->GetXaxis()->SetRangeUser(xRangeMin, xRangeMax); 
      bgStack->GetXaxis()->SetLimits(xRangeMin, xRangeMax); 
      if (j == 1) bgStack->GetYaxis()->SetTitle("Events #geq " + xAxisTitle[k]);
      else bgStack->GetYaxis()->SetTitle("Events / GeV");
      bgStack->GetYaxis()->SetTitleFont(font);
      bgStack->GetYaxis()->SetTitleSize(0.047);
      bgStack->GetYaxis()->SetTitleOffset(1.1);
      bgStack->GetYaxis()->SetLabelFont(font);
      bgStack->GetYaxis()->SetLabelSize(0.05);
      bgStack->SetMinimum(yRangeMin[k + j * 3]); 
      bgStack->SetMaximum(yRangeMax[k + j * 3]); 

      // redraw axis
      emuMass_qcd.back()->Draw("sameaxis");

      // legend and labels
      TLegend legend(0.710, 0.646, 0.901, 0.885);
      legend.SetTextFont(font);
      legend.SetTextSize(0.03);
      legend.SetBorderSize(0);
      legend.SetLineColor(1);
      legend.SetLineStyle(1);
      legend.SetLineWidth(1);
      legend.SetFillColor(19);
      legend.SetFillStyle(0);
      legend.AddEntry(emuMass_wjets.back(), "W+jets (MC)" ,"F");
      legend.AddEntry(emuMass_qcd.back(), "jets (SS data)" ,"F");
      legend.AddEntry(emuMass_qcdFromFake.back(), "jets (Fake Rate)" ,"le");
      legend.DrawClone("sames");
      
      TLatex *tex = new TLatex();
      tex->SetNDC();
      tex->SetTextFont(font);
      tex->SetLineWidth(2);
      tex->SetTextSize(0.042);
      if (prelim) tex->DrawLatex(0.325, 0.853, "CMS Preliminary, 8 TeV, 19.6 fb^{-1}");
      else tex->DrawLatex(0.405, 0.853, "CMS, 8 TeV, 19.6 fb^{-1}");
      if (eRegion == 0) tex->DrawLatex(0.325, 0.775, "e in barrel");
      if (eRegion == 1) tex->DrawLatex(0.325, 0.775, "e in endcap");

      // safe in various file formats
      stringstream sStream;
      if (!plotPullBelowSpec || j > 0) {
        sStream << plotDir << "qcdClosureTestSpec";
        if (k == 0) sStream << "_";
        sStream << histoSign[k];
        if (eRegion == 0) sStream << "EB_";
        if (eRegion == 1) sStream << "EE_";
        sStream << fileNameExtra << nameSuffix[j];
        if (j > 0) sStream << "_";
        if (groupedPlot) sStream << "grouped_";
        if (!logPlotY) sStream << "lin_";
        sStream << lumi->GetVal() << "pb-1";
        TString saveFileName = sStream.str();
        if ((j == 0 && saveSpec) || (j > 0 && saveCumSpec)) {
          if (saveAsPdf) emuPlot->Print(saveFileName + ".pdf", "pdf");
          if (saveAsPng) emuPlot->Print(saveFileName + ".png", "png");
          if (saveAsRoot) emuPlot->Print(saveFileName + ".root", "root");
        }
      }
    } // end loop over normal or cumulated
  } // end loop over full, SS and OS

  // generate one object containing everything
  vector<vector<TH1F *> > emuMasses;
  emuMasses.push_back(emuMass_wjets);
  emuMasses.push_back(emuMass_qcd);

//  // define groups of MC samples
//  vector<bool> ttLikeSamples(6, true);
//  vector<bool> contamSamples(6, false);
//  contamSamples.push_back(true); // Zmm
//  contamSamples.push_back(true); // Zee
//  contamSamples.push_back(true); // WJets or QCD
//  vector<bool> contamSamplesNoQcd(contamSamples);
//  vector<bool> allSamples(9, true);
//  vector<bool> onlyQCD(emuMasses.size() - 1, false);
//  if (qcdEst > 0) {
//    onlyQCD.back() = true;
//    if (qcdEst != 2) {
//      allSamples.push_back(true);
//      contamSamples.push_back(true);
//      contamSamplesNoQcd.push_back(false);
//      systErrMC.push_back(0.); // QCD error will be calculated later
//    } else {
//      contamSamplesNoQcd.back() = false;
//    }
//  }
//  vector<bool> allSamplesNoQcd(allSamples);
//  if (qcdEst > 0) allSamplesNoQcd.back() = false;
//  unsigned int qcdInd = onlyQCD.size();
//  unsigned int qcdErrInd = qcdInd - 1;
//
//  // calculate rate of syst errors
//  float systErrLuEff = sqrt(systErrLumi*systErrLumi + systErrEff*systErrEff);
//  vector<float> systErrMCLuEff;
//  for (unsigned int it = 0; it < systErrMC.size(); ++it)
//     systErrMCLuEff.push_back(sqrt(systErrMC[it]*systErrMC[it] + systErrLuEff*systErrLuEff));
//
//  bool calcQcdErr = false;
//  if (qcdEst == 1) calcQcdErr = true;
//
//  //cout << "qcdInd " << qcdInd << ", emuMasses.size() " << emuMasses.size() << ", systErrMC.size() " << systErrMC.size() 
//  //     << ", systErrMCLuEff.size() " << systErrMCLuEff.size() << ", allSamples.size() " << allSamples.size() 
//  //     << ", allSamplesNoQcd.size() " << allSamplesNoQcd.size() << ", contamSamplesNoQcd.size() " << contamSamplesNoQcd.size() 
//  //     << ", contamSamples.size() " << contamSamples.size() << ", onlyQCD.size() " << onlyQCD.size() << endl;
//  //for (unsigned int sIt = 0; sIt < emuMasses.size() - 1; ++sIt) {
//  //   cout << "allSamples " << allSamples[sIt] << ", allSamplesNoQcd " << allSamplesNoQcd[sIt] 
//  //        << ", contamSamples " << contamSamples[sIt] << ", contamSamplesNoQcd " << contamSamplesNoQcd[sIt] 
//  //        << ", onlyQCD " << onlyQCD[sIt] << ", systErrMC " << systErrMC[sIt] << ", systErrMCLuEff " << systErrMCLuEff[sIt] << endl;
//  //}
//
//  // define special bins corresponding to specific masses
//  int bin60 = emuMass_data.at(ALL)->FindBin(60.);
//  int bin120 = emuMass_data.at(ALL)->FindBin(120.);
//  int bin200 = emuMass_data.at(ALL)->FindBin(200.); 
//  int bin400 = emuMass_data.at(ALL)->FindBin(400.); 
//  int bin500 = emuMass_data.at(ALL)->FindBin(500.); 
//
//  vector<const char *> sampleNames;
//  sampleNames.push_back("data   ");
//  sampleNames.push_back("ttbar  ");
//  sampleNames.push_back("Ztautau");
//  sampleNames.push_back("WW     ");
//  sampleNames.push_back("WZ     ");
//  sampleNames.push_back("ZZ     ");
//  sampleNames.push_back("tW     ");
//  sampleNames.push_back("Zmumu  ");
//  sampleNames.push_back("Zee    ");
//  if (qcdEst != 2) sampleNames.push_back("WJets  ");
//  if (qcdEst > 0) sampleNames.push_back("QCD    ");
//
//  // write numbers
//  cout << endl;
//  cout << "-----------------------------------------------------------------------------------------------------------" << endl;
//  cout << "HEEP - TIGHT MU        Lumi        = " << lumi->GetVal() << "pb-1" << endl;
//  //cout << "                       e pT EB     > " << bar_et << "GeV/c" << endl;
//  //cout << "                       e pT EE     > " << end_et << "GeV/c" << endl;
//  //cout << "                       mu pT       > " << muon_et << "GeV/c" << endl;
//  //cout << "                       mu |eta|    < " << muon_etaMax << endl;
//  cout << endl;
//  cout << "Systematic errors" << endl;
//  cout << " Luminosity:  " << systErrLumi * 100 << "%" << endl;
//  cout << " Efficiency:  " << systErrEff * 100 << "%" << endl;
//  cout << " ttbar:       " << systErrMC[TTBAR-1] * 100 << "%" << endl;
//  cout << " Z->tautau:   " << systErrMC[ZTT-1] * 100 << "%" << endl;
//  cout << " WW:          " << systErrMC[WW-1] * 100 << "%" << endl;
//  cout << " WZ:          " << systErrMC[WZ-1] * 100 << "%" << endl;
//  cout << " ZZ:          " << systErrMC[ZZ-1] * 100 << "%" << endl;
//  cout << " tW, tbarW:   " << systErrMC[TW-1] * 100 << "%" << endl;
//  cout << " Z->mumu:     " << systErrMC[ZMM-1] * 100 << "%" << endl;
//  cout << " Z->ee:       " << systErrMC[ZEE-1] * 100 << "%" << endl;
//  if (qcdEst != 2) cout << " W+Jets:      " << systErrMC[WJET-1] * 100 << "%" << endl;
//  else cout << " QCD:        " << systErrMC.back() * 100 << "%" << endl;
//  cout << "-----------------------------------------------------------------------------------------------------------" << endl;
//  for (unsigned int signIt = 1; signIt < 6; signIt += 2) {
//    if (signIt == 3) cout << "-SS--------------------------------------------------------------------------------------------------------" << endl;
//    if (signIt == 5) cout << "-OS--------------------------------------------------------------------------------------------------------" << endl;
//    cout << "-----------------------------------------------------------------------------------------------------------------------------------------" << endl;
//    cout << "M_emu         |         >  60GeV/c^2          |        > 120GeV/c^2          |        > 200GeV/c^2         |        > 400GeV/c^2          |" << endl;
//    cout << "-----------------------------------------------------------------------------------------------------------------------------------------" << endl;
//  
//    printf("nb data       | %5.0f +- %-.3f (stat)       | %5.0f +- %-.3f (stat)       | %5.0f +- %-.3f (stat)       | %5.0f +- %-.3f (stat)       |\n", 
//           emuMass_data.at(signIt)->GetBinContent(bin60), sqrt(emuMass_data.at(signIt)->GetBinContent(bin60)),         
//           emuMass_data.at(signIt)->GetBinContent(bin120), sqrt(emuMass_data.at(signIt)->GetBinContent(bin120)),
//           emuMass_data.at(signIt)->GetBinContent(bin200), sqrt(emuMass_data.at(signIt)->GetBinContent(bin200)),
//           emuMass_data.at(signIt)->GetBinContent(bin400), sqrt(emuMass_data.at(signIt)->GetBinContent(bin400)));
//    cout << "----------------------------------------------------------------------------------------------------------------------------------------" << endl;
//    for (unsigned int sampleIt = 1; sampleIt < sampleNames.size(); ++sampleIt) {
//      if (sampleIt == 7) cout << "- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -" << endl;
//      if (qcdEst == 1 && sampleIt == sampleNames.size() - 1) {
//        printf("nb %7s    | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n", sampleNames[sampleIt],
//               emuMass_qcd.at(signIt)->GetBinContent(bin60), emuMass_qcd.at(signIt)->GetBinContent(bin60) * CalcSSQcdErr(emuMasses, systErrMCLuEff, bin60), 
//               emuMass_qcd.at(signIt)->GetBinContent(bin120), emuMass_qcd.at(signIt)->GetBinContent(bin120) * CalcSSQcdErr(emuMasses, systErrMCLuEff, bin120), 
//               emuMass_qcd.at(signIt)->GetBinContent(bin200), emuMass_qcd.at(signIt)->GetBinContent(bin200) * CalcSSQcdErr(emuMasses, systErrMCLuEff, bin200),
//               emuMass_qcd.at(signIt)->GetBinContent(bin400), emuMass_qcd.at(signIt)->GetBinContent(bin400) * CalcSSQcdErr(emuMasses, systErrMCLuEff, bin400));
//      } else {
//        printf("nb %7s    | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n", sampleNames[sampleIt],
//               emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin60), emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin60) * systErrMCLuEff[sampleIt-1], 
//               emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin120), emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin120) * systErrMCLuEff[sampleIt-1], 
//               emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin200), emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin200) * systErrMCLuEff[sampleIt-1],
//               emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin400), emuMasses.at(sampleIt).at(signIt)->GetBinContent(bin400) * systErrMCLuEff[sampleIt-1]);
//      }
//    }
//    cout << endl;
//    cout << "----------------------------------------------------------------------------------------------------------------------------------------" << endl;
//    printf("TOT ttlike    | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
//           CalcBgSum(emuMasses, ttLikeSamples, signIt, bin60), CalcSystErr(emuMasses, systErrMCLuEff, ttLikeSamples, signIt, bin60),
//           CalcBgSum(emuMasses, ttLikeSamples, signIt, bin120), CalcSystErr(emuMasses, systErrMCLuEff, ttLikeSamples, signIt, bin120),
//           CalcBgSum(emuMasses, ttLikeSamples, signIt, bin200), CalcSystErr(emuMasses, systErrMCLuEff, ttLikeSamples, signIt, bin200),
//           CalcBgSum(emuMasses, ttLikeSamples, signIt, bin400), CalcSystErr(emuMasses, systErrMCLuEff, ttLikeSamples, signIt, bin400));
//    printf("TOT contam    | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
//           CalcBgSum(emuMasses, contamSamples, signIt, bin60), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, contamSamples, signIt, bin60, -1, calcQcdErr),
//           CalcBgSum(emuMasses, contamSamples, signIt, bin120), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, contamSamples, signIt, bin120, -1, calcQcdErr),
//           CalcBgSum(emuMasses, contamSamples, signIt, bin200), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, contamSamples, signIt, bin200, -1, calcQcdErr),
//           CalcBgSum(emuMasses, contamSamples, signIt, bin400), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, contamSamples, signIt, bin400, -1, calcQcdErr));
//    cout << "----------------------------------------------------------------------------------------------------------------------------------------" << endl;
//  
//    printf("TOT Bkg       | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
//           CalcBgSum(emuMasses, allSamples, signIt, bin60), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin60, -1, calcQcdErr),
//           CalcBgSum(emuMasses, allSamples, signIt, bin120), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin120, -1, calcQcdErr),
//           CalcBgSum(emuMasses, allSamples, signIt, bin200), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin200, -1, calcQcdErr),
//           CalcBgSum(emuMasses, allSamples, signIt, bin400), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin400, -1, calcQcdErr));
//    cout << "----------------------------------------------------------------------------------------------------------------------------------------" << endl;
//    cout << endl << endl;
//  }
//  cout << endl;
//
//  cout << "--Without adding QCD contribution:--------------------------------------------------------------------------------------------------------" << endl;
//  cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
//  cout << "M_emu         |         > 60GeV/c^2          |        > 120GeV/c^2          |         > 200GeV/c^2         |         > 400GeV/c^2         |" << endl;
//  cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
//  for (unsigned int signIt = 1; signIt < 6; signIt += 2) {
//    if (signIt == 3) cout << "-SS-------------------------------------------------------------------------------------------------------------------------------------" << endl;
//    if (signIt == 5) cout << "-OS-------------------------------------------------------------------------------------------------------------------------------------" << endl;
//    printf("nb data       | %5.0f +- %-.3f (stat)       | %5.0f +- %-.3f (stat)       | %5.0f +- %-.3f (stat)       | %5.0f +- %-.3f (stat)        |\n",
//           emuMasses.at(DATA).at(signIt)->GetBinContent(bin60), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin60)),
//           emuMasses.at(DATA).at(signIt)->GetBinContent(bin120), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin120)),
//           emuMasses.at(DATA).at(signIt)->GetBinContent(bin200), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin200)),
//           emuMasses.at(DATA).at(signIt)->GetBinContent(bin400), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin400)));
//    printf("nb MC         | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
//           CalcBgSum(emuMasses, allSamplesNoQcd, signIt, bin60), CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, signIt, bin60),
//           CalcBgSum(emuMasses, allSamplesNoQcd, signIt, bin120), CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, signIt, bin120),
//           CalcBgSum(emuMasses, allSamplesNoQcd, signIt, bin200), CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, signIt, bin200),
//           CalcBgSum(emuMasses, allSamplesNoQcd, signIt, bin400), CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, signIt, bin400));
//  }
//  cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
//
//  if (qcdEst == 1) {
//    //systErrMC.back() = 2 * sqrt(emuMasses.at(DATA).at(SS)->Integral() + pow(CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, SS, 1), 2)) / emuMasses.at(qcdInd).at(ALL)->Integral();
//    //systErrMC.back() = CalcSystErr(emuMasses, systErrMCLuEff, allSamplesNoQcd, SSCUM, 1) / emuMass_qcd.at(SSCUM)->GetBinContent(1);
//    //systErrMCLuEff.back() = systErrMC[qcdErrInd];
//
//    cout << endl;
//      cout << "---QCD events from SS spectrum:----------------------------------------------------------------------------------------------------------------------------------" << endl;
//      cout << "-----------------------------------------------------------------------------------------------------------------------------------------------------------------" << endl;
//      printf("nb QCD SS+OS  | %9.3f +- %8.3f (%.1f%%) (syst) | %9.3f +- %8.3f (%.1f%%) (syst) | %9.3f +- %8.3f (%.1f%%) (syst) | %9.3f +- %8.3f (%.1f%%) (syst) |\n",
//             emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin60), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin60, -1, calcQcdErr), 
//             100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin60, -1, calcQcdErr) / emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin60),
//             emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin120), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin120, -1, calcQcdErr), 
//             100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin120, -1, calcQcdErr) / emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin120),
//             emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin200), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin200, -1, calcQcdErr), 
//             100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin200, -1, calcQcdErr) / emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin200),
//             emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin400), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin400, -1, calcQcdErr), 
//             100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin400, -1, calcQcdErr) / emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin400));
//      printf("%% of total MC |  %7.3f%% +- %7.3f%% (syst)         |  %7.3f%% +- %7.3f%% (syst)         |  %7.3f%% +- %7.3f%% (syst)         |  %7.3f%% +- %7.3f%% (syst)         |\n",
//             100 * emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin60) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin60), 
//             100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin60, -1, calcQcdErr) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin60),
//             100 * emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin120) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin120), 
//             100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin120, -1, calcQcdErr) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin120),
//             100 * emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin200) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin200), 
//             100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin200, -1, calcQcdErr) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin200),
//             100 * emuMasses.at(qcdInd).at(ALLCUM)->GetBinContent(bin400) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin400), 
//             100 * CalcSystErrWithQCD(emuMasses, systErrMCLuEff, onlyQCD, ALLCUM, bin400, -1, calcQcdErr) / CalcBgSum(emuMasses, allSamplesNoQcd, ALLCUM, bin400));
//      cout << "-----------------------------------------------------------------------------------------------------------------------------------------------------------------" << endl;
//  }
//
//  // top up bg contribution with qcd
//  if (qcdEst > 0) {
//    cout << endl;
//    cout << "--After adding QCD contribution:----------------------------------------------------------------------------------------------------------" << endl;
//    cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
//    cout << "M_emu         |         > 60GeV/c^2          |        > 120GeV/c^2          |         > 200GeV/c^2         |         > 400GeV/c^2         |" << endl;
//    cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
//    for (unsigned int signIt = 1; signIt < 6; signIt += 2) {
//      if (signIt == 3) cout << "-SS-------------------------------------------------------------------------------------------------------------------------------------" << endl;
//      if (signIt == 5) cout << "-OS-------------------------------------------------------------------------------------------------------------------------------------" << endl;
//      printf("nb data       | %5.0f +- %-.3f (stat)       | %5.0f +- %-.3f (stat)       | %5.0f +- %-.3f (stat)       | %5.0f +- %-.3f (stat)        |\n",
//              emuMasses.at(DATA).at(signIt)->GetBinContent(bin60), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin60)),
//              emuMasses.at(DATA).at(signIt)->GetBinContent(bin120), sqrt((emuMasses.at(DATA).at(signIt))->GetBinContent(bin120)),
//              emuMasses.at(DATA).at(signIt)->GetBinContent(bin200), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin200)),
//              emuMasses.at(DATA).at(signIt)->GetBinContent(bin400), sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin400)));
//      printf("nb MC         | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
//              CalcBgSum(emuMasses, allSamples, signIt, bin60), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin60, -1, calcQcdErr),
//              CalcBgSum(emuMasses, allSamples, signIt, bin120), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin120, -1, calcQcdErr),
//              CalcBgSum(emuMasses, allSamples, signIt, bin200), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin200, -1, calcQcdErr),
//              CalcBgSum(emuMasses, allSamples, signIt, bin400), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin400, -1, calcQcdErr));
//    }
//    cout << "------------------------------------------------------------------------------------------------------------------------------------------" << endl;
//  }
//
//  cout << endl;
//  cout << "-----------------------------------------------------------------------------------------------------------" << endl;
//  cout << "M_emu         |        60 - 120GeV/c^2       |      120 - 200GeV/c^2        |       200 - 400GeV/c^2       |" << endl;
//  cout << "-----------------------------------------------------------------------------------------------------------" << endl;
//  for (unsigned int signIt = 1; signIt < 6; signIt += 2) {
//    printf("nb data       | %5.0f +- %-.3f (stat)       | %5.0f +- %-.3f (stat)       | %5.0f +- %-.3f (stat)       |\n",
//            emuMasses.at(DATA).at(signIt)->GetBinContent(bin60) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin120), 
//            sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin60) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin120)),
//            emuMasses.at(DATA).at(signIt)->GetBinContent(bin120) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin200), 
//            sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin120) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin200)),
//            emuMasses.at(DATA).at(signIt)->GetBinContent(bin200) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin400), 
//            sqrt(emuMasses.at(DATA).at(signIt)->GetBinContent(bin200) - emuMasses.at(DATA).at(signIt)->GetBinContent(bin400)));
//    printf("nb MC         | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) | %9.3f +- %8.3f (syst) |\n",
//            CalcBgSum(emuMasses, allSamples, signIt, bin60, bin120), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin60, bin120, calcQcdErr),
//            CalcBgSum(emuMasses, allSamples, signIt, bin120, bin200), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin120, bin200, calcQcdErr),
//            CalcBgSum(emuMasses, allSamples, signIt, bin200, bin400), CalcSystErrWithQCD(emuMasses, systErrMCLuEff, allSamples, signIt, bin200, bin400, calcQcdErr));
//    cout << "-----------------------------------------------------------------------------------------------------------" << endl;
//  }
}
void TriggerInputsForMuonEventCuts ( TString runListFilename, TString selectedInputs="", TString defaultStorage = "raw://" )
{
  AliCDBManager::Instance()->SetDefaultStorage(defaultStorage.Data());
  TObjArray inputsList;
  inputsList.SetOwner();
  
  TObjArray* selectedInputsList = selectedInputs.Tokenize(",");

  // Read input run list
  ifstream inFile(runListFilename.Data());
  TString srun = "";
  if ( inFile.is_open() ) {
    while ( ! inFile.eof() ) {
      srun.ReadLine(inFile,kFALSE);
      if ( ! srun.IsDigit() ) continue;
      
      // For each run, read trigger inputs from OCDB
      Int_t runNumber = srun.Atoi();
      AliCDBManager::Instance()->SetRun(runNumber);
      
      // Get trigger class configuration
      AliCDBEntry* entry = AliCDBManager::Instance()->Get("GRP/CTP/Config");
      if ( ! entry ) continue;
      
      THashList* runInputs = new THashList();
      runInputs->SetOwner();
      runInputs->SetUniqueID((UInt_t)runNumber);
      AliTriggerConfiguration* trigConf = (AliTriggerConfiguration*)entry->GetObject();
      const TObjArray& trigInputsArray = trigConf->GetInputs();
      AliTriggerInput* trigInput = 0x0;
      TIter next(&trigInputsArray);
      while ( ( trigInput = static_cast<AliTriggerInput*>(next()) ) ) {
        if ( selectedInputsList->GetEntriesFast() > 0 && ! selectedInputsList->FindObject(trigInput->GetName()) ) continue;
        Int_t inputId = (Int_t)TMath::Log2(trigInput->GetMask());
        TObjString* currInput = new TObjString(trigInput->GetName());
        currInput->SetUniqueID(inputId);
        runInputs->Add(currInput);
      }
      inputsList.Add(runInputs);
    }
    inFile.close();
  }
  delete selectedInputsList;
  
  // Loop on the trigger inputs
  // and group runs with an equal list of inputs
  Int_t nentries = inputsList.GetEntries();
  TArrayI checkMask(nentries);
  checkMask.Reset(1);
  for ( Int_t irun=0; irun<nentries; irun++ ) {
    if ( checkMask[irun] == 0 ) continue;
    THashList* currList = static_cast<THashList*>(inputsList.At(irun));
    TString runRange = Form("Run range: %u", currList->GetUniqueID());
    for ( Int_t jrun=irun+1; jrun<nentries; jrun++ ) {
      if ( checkMask[jrun] == 0 ) continue;
      THashList* checkList = static_cast<THashList*>(inputsList.At(jrun));
      Bool_t isDifferent = kFALSE;
      for ( Int_t itrig=0; itrig<currList->GetEntries(); itrig++ ) {
        TObjString* currInput = static_cast<TObjString*>(currList->At(itrig));
        TObject* checkInput = checkList->FindObject(currInput->GetName());
        if ( ! checkInput || checkInput->GetUniqueID() != currInput->GetUniqueID() ) {
          isDifferent = kTRUE;
          break;
        }
      } // loop on trigger inputs
      if ( isDifferent ) continue;
      checkMask[jrun] = 0;
      runRange += Form(",%u", checkList->GetUniqueID());
    } // loop on runs
    
    TString outString = "\nSetTrigInputsMap(\"";
    for ( Int_t itrig=0; itrig<currList->GetEntries(); itrig++ ) {
      TObjString* currInput = static_cast<TObjString*>(currList->At(itrig));
      outString += Form("%s:%u,",currInput->GetString().Data(), currInput->GetUniqueID());
    }
    outString.Append("\");\n");
    outString.ReplaceAll(",\"","\"");
    outString += runRange;
    printf("%s\n", outString.Data());
  } // loop on runs
}