Exemple #1
0
int main (int argc, char** argv)
{

  if (argc < 3) {
    printHelp() ;
    exit (1) ;
  }

  std::string inputfiles, inputdir ;
  std::string outputRootName = "histoTPG.root" ;
  int verbose = 0 ;
  int occupancyCut = 0 ;
  std::string l1algo ; 

  bool ok(false) ;
  for (int i=0 ; i<argc ; i++) {
    if (argv[i] == std::string("-h") ) {
      printHelp() ;
      exit(1);
    }
    if (argv[i] == std::string("-i") && argc>i+1) {
      ok = true ;
      inputfiles = argv[i+1] ;
    }
    if (argv[i] == std::string("-d") && argc>i+1) inputdir = argv[i+1] ;
    if (argv[i] == std::string("-o") && argc>i+1) outputRootName = argv[i+1] ;
    if (argv[i] == std::string("-v") && argc>i+1) verbose = atoi(argv[i+1]) ;
    if (argv[i] == std::string("-l1") && argc>i+1) l1algo =  std::string(argv[i+1]) ;
    if (argv[i] == std::string("--cutTPOccup") && argc>i+1) occupancyCut = atoi(argv[i+1]) ;
  }
  if (!ok) {
    std::cout<<"No input files have been given: nothing to do!"<<std::endl ;
    printHelp() ;
    exit(1);
  }
  
  std::vector<int> algobits ;
  std::vector<std::string> algos = split(l1algo,",") ;
  for (unsigned int i=0 ; i<algos.size() ; i++) algobits.push_back(atoi(algos[i].c_str())) ;


  unsigned int ref = 2 ;



  ///////////////////////
  // book the histograms
  ///////////////////////

  TH2F * occupancyTP = new TH2F("occupancyTP", "Occupancy TP data", 72, 1, 73, 38, -19, 19) ;
  occupancyTP->GetYaxis()->SetTitle("eta index") ;
  occupancyTP->GetXaxis()->SetTitle("phi index") ;
  TH2F * occupancyTPEmul = new TH2F("occupancyTPEmul", "Occupancy TP emulator", 72, 1, 73, 38, -19, 19) ;
  occupancyTPEmul->GetYaxis()->SetTitle("eta index") ;
  occupancyTPEmul->GetXaxis()->SetTitle("phi index") ;

  TH1F * TP = new TH1F("TP", "TP", 256, 0., 256.) ;
  TP->GetXaxis()->SetTitle("TP (ADC)") ;
  TH1F * TPEmul = new TH1F("TPEmul", "TP Emulator", 256, 0., 256.) ;
  TPEmul->GetXaxis()->SetTitle("TP (ADC)") ;
  TH1F * TPEmulMax = new TH1F("TPEmulMax", "TP Emulator max", 256, 0., 256.) ;
  TPEmulMax->GetXaxis()->SetTitle("TP (ADC)") ;
  TH3F * TPspectrumMap3D = new TH3F("TPspectrumMap3D", "TP data spectrum map", 72, 1, 73, 38, -19, 19, 256, 0., 256.) ;
  TPspectrumMap3D->GetYaxis()->SetTitle("eta index") ;
  TPspectrumMap3D->GetXaxis()->SetTitle("phi index") ;

  TH1F * TPMatchEmul = new TH1F("TPMatchEmul", "TP data matching Emulator", 7, -1., 6.) ;
  TH1F * TPEmulMaxIndex = new TH1F("TPEmulMaxIndex", "Index of the max TP from Emulator", 7, -1., 6.) ;
  TH3I * TPMatchEmul3D = new TH3I("TPMatchEmul3D", "TP data matching Emulator", 72, 1, 73, 38, -19, 19, 7, -1, 6) ;
  TPMatchEmul3D->GetYaxis()->SetTitle("eta index") ;
  TPMatchEmul3D->GetXaxis()->SetTitle("phi index") ;

  TH2I * ttfMismatch = new TH2I("ttfMismatch", "TTF mismatch map",  72, 1, 73, 38, -19, 19) ;
  ttfMismatch->GetYaxis()->SetTitle("eta index") ;
  ttfMismatch->GetXaxis()->SetTitle("phi index") ;

  ///////////////////////
  // Chain the trees:
  ///////////////////////

  TChain * chain = new TChain ("EcalTPGAnalysis") ;
  std::vector<std::string> files ;
  if (inputfiles.find(std::string(",")) != std::string::npos) files = split(inputfiles,",") ;
  if (inputfiles.find(std::string(":")) != std::string::npos) {
    std::vector<std::string> filesbase = split(inputfiles,":") ;
    if (filesbase.size() == 4) {
      int first = atoi(filesbase[1].c_str()) ;
      int last = atoi(filesbase[2].c_str()) ;
      for (int i=first ; i<=last ; i++) {
	std::stringstream name ;
	name<<filesbase[0]<<i<<filesbase[3] ;
	files.push_back(name.str()) ;
      }
    }
  }
  for (unsigned int i=0 ; i<files.size() ; i++) {
    files[i] = inputdir+"/"+files[i] ;
    std::cout<<"Input file: "<<files[i]<<std::endl ;
    chain->Add (files[i].c_str()) ;
  }

  EcalTPGVariables treeVars ;
  setBranchAddresses (chain, treeVars) ;

  int nEntries = chain->GetEntries () ;
  std::cout << "Number of entries: " << nEntries <<std::endl ;    



  ///////////////////////
  // Main loop over entries
  ///////////////////////

  for (int entry = 0 ; entry < nEntries ; ++entry) {
    chain->GetEntry (entry) ;
    if (entry%1000==0) std::cout <<"------> "<< entry+1 <<" entries processed" << " <------\n" ; 
    if (verbose>0) std::cout<<"Run="<<treeVars.runNb<<" Evt="<<treeVars.runNb<<std::endl ;

    // trigger selection if any
    bool keep(false) ;
    if (!algobits.size()) keep = true ; // keep all events when no trigger selection
    for (unsigned int algo = 0 ; algo<algobits.size() ; algo++)
      for (unsigned int ntrig = 0 ; ntrig < treeVars.nbOfActiveTriggers ; ntrig++)
	if (algobits[algo] == treeVars.activeTriggers[ntrig]) keep = true ;
    if (!keep) continue ;
    
             
    // loop on towers
    for (unsigned int tower = 0 ; tower < treeVars.nbOfTowers ; tower++) {

      int tp = getEt(treeVars.rawTPData[tower]) ;
      int emul[5] = {getEt(treeVars.rawTPEmul1[tower]),
		     getEt(treeVars.rawTPEmul2[tower]),
		     getEt(treeVars.rawTPEmul3[tower]),
		     getEt(treeVars.rawTPEmul4[tower]),
		     getEt(treeVars.rawTPEmul5[tower])} ;
      int maxOfTPEmul = 0 ;
      int indexOfTPEmulMax = -1 ;
      for (int i=0 ; i<5 ; i++) if (emul[i]>maxOfTPEmul) {
	maxOfTPEmul = emul[i] ; 
	indexOfTPEmulMax = i ;
      }
      int ieta = treeVars.ieta[tower] ;
      int iphi = treeVars.iphi[tower] ;
      int nbXtals = treeVars.nbOfXtals[tower] ;
      int ttf = getTtf(treeVars.rawTPData[tower]) ;


      if (verbose>9 && (tp>0 || maxOfTPEmul>0)) {
	std::cout<<"(phi,eta, Nbxtals)="<<std::dec<<iphi<<" "<<ieta<<" "<<nbXtals<<std::endl ;
	std::cout<<"Data Et, TTF: "<<tp<<" "<<ttf<<std::endl ;
	std::cout<<"Emulator: " ;
	for (int i=0 ; i<5 ; i++) std::cout<<emul[i]<<" " ;
	std::cout<<std::endl ;
      }


      // Fill TP spctrum
      TP->Fill(tp) ;
      TPEmul->Fill(emul[ref]) ;
      TPEmulMax->Fill(maxOfTPEmul) ;
      TPspectrumMap3D->Fill(iphi, ieta, tp) ;


      // Fill TP occupancy
      if (tp>occupancyCut) occupancyTP->Fill(iphi, ieta) ;
      if (emul[ref]>occupancyCut) occupancyTPEmul->Fill(iphi, ieta) ;


      // Fill TP-Emulator matching
      // comparison is meaningful when:
      if (tp>0 && nbXtals == 25) {
	bool match(false) ;
	for (int i=0 ; i<5 ; i++) {
	  if (tp == emul[i]) {
	    TPMatchEmul->Fill(i+1) ;
	    TPMatchEmul3D->Fill(iphi, ieta, i+1) ;
	    match = true ;
	  }
	}
	if (!match) {
	  TPMatchEmul->Fill(-1) ;
	  TPMatchEmul3D->Fill(iphi, ieta, -1) ;
	  if (verbose>5) {
	    std::cout<<"MISMATCH"<<std::endl ;
	    std::cout<<"(phi,eta, Nbxtals)="<<std::dec<<iphi<<" "<<ieta<<" "<<nbXtals<<std::endl ;
	    std::cout<<"Data Et, TTF: "<<tp<<" "<<ttf<<std::endl ;
	    std::cout<<"Emulator: " ;
	    for (int i=0 ; i<5 ; i++) std::cout<<emul[i]<<" " ;
	    std::cout<<std::endl ;
	  }
	}
      }
      if (maxOfTPEmul>0) TPEmulMaxIndex->Fill(indexOfTPEmulMax+1) ;


      // Fill TTF mismatch
      if ((ttf==1 || ttf==3) && nbXtals != 25) ttfMismatch->Fill(iphi, ieta) ;


    } // end loop towers


  } // endloop entries

  

  ///////////////////////
  // Format & write histos
  ///////////////////////


  // 1. TP Spectrum  
  TProfile2D * TPspectrumMap = TPspectrumMap3D->Project3DProfile("yx") ;
  TPspectrumMap->SetName("TPspectrumMap") ;

  // 2. TP Timing
  TH2F * TPMatchEmul2D = new TH2F("TPMatchEmul2D", "TP data matching Emulator", 72, 1, 73, 38, -19, 19) ;
  TH2F * TPMatchFraction2D = new TH2F("TPMatchFraction2D", "TP data: fraction of non-single timing", 72, 1, 73, 38, -19, 19) ;
  TPMatchEmul2D->GetYaxis()->SetTitle("eta index") ; 
  TPMatchEmul2D->GetXaxis()->SetTitle("phi index") ;
  TPMatchEmul2D->GetZaxis()->SetRangeUser(-1,6) ;
  TPMatchFraction2D->GetYaxis()->SetTitle("eta index") ; 
  TPMatchFraction2D->GetXaxis()->SetTitle("phi index") ;
  for (int binx=1 ; binx<=72 ; binx++)    
    for (int biny=1 ; biny<=38 ; biny++) {
      int maxBinz = 5 ;
      double maxCell = TPMatchEmul3D->GetBinContent(binx, biny, maxBinz) ;
      double totalCell(0) ;
      for (int binz=1; binz<=7 ; binz++) {
	double content = TPMatchEmul3D->GetBinContent(binx, biny, binz) ;
	if (content>maxCell) {
	  maxCell = content ;
	  maxBinz = binz ;
	}
	totalCell += content ;
      }
      if (maxCell <=0) maxBinz = 2 ; // empty cell
      TPMatchEmul2D->SetBinContent(binx, biny, float(maxBinz)-2.) ; //z must be in [-1,5] 
      double fraction = 0 ;
      if (totalCell>0) fraction = 1.- maxCell/totalCell ;
      TPMatchFraction2D->SetBinContent(binx, biny, fraction) ;
      if (totalCell > maxCell && verbose>9) {
	std::cout<<"--->"<<std::endl ;	
	for (int binz=1; binz<=7 ; binz++) {	  
	  std::cout<< "(phi,eta, z): (" 
		   << TPMatchEmul3D->GetXaxis()->GetBinLowEdge(binx) 
		   << ", " << TPMatchEmul3D->GetYaxis()->GetBinLowEdge(biny) 
		   << ", " << TPMatchEmul3D->GetZaxis()->GetBinLowEdge(binz)		   
		   << ") Content="<<TPMatchEmul3D->GetBinContent(binx, biny, binz)		   
		   << ", erro="<<TPMatchEmul3D->GetBinContent(binx, biny, binz)	   
		   << std::endl ;	
	}
      }
    }



  TFile saving (outputRootName.c_str (),"recreate") ;
  saving.cd () ;
  
  occupancyTP->Write() ;
  occupancyTPEmul->Write() ;
  
  TP->Write() ;
  TPEmul->Write() ;
  TPEmulMax->Write() ;
  TPspectrumMap->Write() ;

  TPMatchEmul->Write() ; 
  TPMatchEmul3D->Write() ; 
  TPEmulMaxIndex->Write() ;
  TPMatchEmul2D->Write() ; 
  TPMatchFraction2D->Write() ; 

  ttfMismatch->Write() ; 

     
  saving.Close () ;
  delete chain ;

  return 0 ;
}
Exemple #2
0
void ITSSDDQAMaker(char *iFile, Int_t MaxEvts=1000000, Int_t FirstEvt=0) {

  //To have Baseline Histos uncomment parts with " // BL!!! " comment

cout << "SDD Quality Assurance Prototype Macro" << endl; 

const Int_t nSDDmodules= 260;
const Int_t imodoffset = 240;
const Int_t modtotSDD  = nSDDmodules*2;
const Int_t anode = 256;

Float_t xi = -0.5;
Float_t xf = xi + nSDDmodules;
TH1F *hModulePattern = new TH1F("hModulePattern","Modules pattern",nSDDmodules,xi,xf);
xf = xi + modtotSDD;
TH1F *hModuleSidePattern = new TH1F("hModuleSidePattern","Modules/Side pattern",modtotSDD,xi,xf);

TH2F *hModuleChargeMap[modtotSDD];  //260 dx e 260 sx  with A, T, Q
TH2F *hModuleCountsMap[modtotSDD];  //260 dx e 260 sx  with A, T, Ncounts
TH2I *hModuleCarlos = new TH2I("hModuleCarlos","hModuleCarlos",modtotSDD,xi,xf,101,-0.5,100.5);
/*
  TH1F *hModuleSideBL[modtotSDD][anode];                                // BL!!!
*/ 


//-------histograms definition 
Char_t *hisnam = new Char_t[50];
Char_t *histit = new Char_t[50];  
Char_t *hisnam2 = new Char_t[50];
Char_t *histit2 = new Char_t[50];    
Char_t *hisnam3 = new Char_t[50];
 for(Int_t imod=0; imod<nSDDmodules;imod++){
   for(Int_t isid=0;isid<2;isid++){
     Int_t index=2*imod+isid;       //260*2 position

     sprintf(hisnam,"chargeMap%d",index);
     sprintf(histit,"Total Charge, module number %d",index);
     hModuleChargeMap[index]=new TH2F(hisnam,histit,256,-0.5,255.5,256,-0.5,255.5);  

     sprintf(hisnam2,"countsMap%d",index);
     sprintf(histit2,"Number of Counts, module number %d",index);
     hModuleCountsMap[index] = new TH2F(hisnam2,histit2,256,-0.5,255.5,256,-0.5,255.5);
     /*
       for(Int_t ianode=0; ianode<anode; ianode++){                         // BL!!!
       sprintf(hisnam3,"BL_module_%d_%d",index,ianode); 
       //cout<<hisnam3 <<endl;
       hModuleSideBL[index][ianode] = new TH1F(hisnam3,hisnam3,256,0.,1024.);
     }
     */
   }
 }

  TString strFile = iFile;
  strFile += "?EventType=7";
  AliRawReader *rd = new AliRawReaderDate(strFile.Data(),FirstEvt);  // open run
  Int_t evCounter = 0;
  do{                       // start loop on events
    if(++evCounter > MaxEvts) { cout << MaxEvts << " events read, stop" << endl; evCounter--; break; }  
    cout << "Read Event: " << evCounter+FirstEvt-1 << endl;

    rd->RequireHeader(kFALSE);             
    rd->Reset();                           // reset the current position to the beginning of the event
 
    Int_t nSkip = 0;                     // number of skipped signals
    AliITSRawStreamSDD s(rd);            //This class provides access to ITS SDD digits in raw data.
    Int_t iddl;
    Int_t isddmod;
    Int_t moduleSDD;
    gStyle->SetPalette(1);
    while(s.Next()){                     //read the next raw digit; returns kFALSE if there is no digit left
      if(s.IsCompletedModule()) continue;
      if(s.IsCompletedDDL()) continue;
      iddl=rd->GetDDLID()-2; // -2 is temporary for test raw data

	isddmod=s.GetModuleNumber(iddl,s.GetCarlosId());        //this is the FEE Carlos
       	//cout<<"DDLID= "<<iddl <<"; Module number= " <<isddmod  <<endl;
	if(isddmod >= imodoffset) { 
	  hModulePattern->Fill(isddmod-imodoffset);             // 0 to 259    so  240 to 499
	  moduleSDD=2*(isddmod-imodoffset)+s.GetChannel();
          hModuleSidePattern->Fill(moduleSDD);                  // 0 to 519
	  hModuleCarlos->Fill(isddmod-imodoffset,s.GetCarlosId());
          //cout << "anode " << s.GetCoord1() << ", time bin: " << s.GetCoord2() << ", charge: " << s.GetSignal() << endl;	  
	  Int_t coord1 = s.GetCoord1();
 	  Int_t coord2 = s.GetCoord2();
 	  Int_t signal = s.GetSignal();
	  hModuleChargeMap[moduleSDD]->Fill(coord2, coord1,signal);
          hModuleCountsMap[moduleSDD]->Fill(coord2, coord1 );   
	  //hModuleSideBL[moduleSDD][coord1]->Fill(signal);             // BL  !!!
	} else {
	  nSkip++;
	}
    }    
    cout << "End of Event " << evCounter+FirstEvt-1 << ", " << nSkip << " wrong module numbers" << endl;
  } while(rd->NextEvent()); // end loop on events
  delete rd;

  cout << "end after " << evCounter << " events" << endl;
  /*
  TNtuple *Baseline = new TNtuple("Baseline","Baseline","HalfModule:Anode:Mean:RMS");      // BL!!!
  Float_t meanBL;
  Float_t rmsBL;  
  */
  for(Int_t i=0; i<modtotSDD; i++){   
    if(hModuleSidePattern->GetBinContent(i+1)){              //check if they're not empty
      hModuleChargeMap[i]->GetXaxis()->SetTitle("Time Bin");
      hModuleChargeMap[i]->GetYaxis()->SetTitle("Anode"); 
      hModuleCountsMap[i]->GetXaxis()->SetTitle("Time Bin");
      hModuleCountsMap[i]->GetYaxis()->SetTitle("Anode");  
      /*
      for(Int_t ianode=0; ianode<anode; ianode++ ){                                      // BL!!!
	hModuleSideBL[i][ianode]->GetXaxis()->SetTitle("ADC counts");
	hModuleSideBL[i][ianode]->GetYaxis()->SetTitle("#"); 
	meanBL = hModuleSideBL[i][ianode]->GetMean();
	rmsBL = hModuleSideBL[i][ianode]->GetRMS();
	gaussfitBL = hModuleSideBL[i][ianode]->Fit("gaus");	
	Baseline->Fill(i,ianode,meanBL,rmsBL);
      }
      */
    }
  }  
  
  hModuleSidePattern->GetXaxis()->SetTitle("2*(Module Number-1)+Side");
  hModuleSidePattern->GetYaxis()->SetTitle("Counts");  
  hModulePattern->GetXaxis()->SetTitle("Module Number");  
  hModulePattern->GetYaxis()->SetTitle("Counts");  


  //-------store Histograms
  cout << "Store Histograms" << endl;
  TString oFileName(iFile);
  oFileName.Append(".root");
  TFile *oFile = TFile::Open(oFileName,"recreate");
  hModulePattern->Write();
  hModuleSidePattern->Write();
  hModuleCarlos->Write();
  for(Int_t i=0; i<modtotSDD; i++){ 
      if(hModuleSidePattern->GetBinContent(i+1)){            //check if they're not empty
	hModuleChargeMap[i]->Write();
	hModuleCountsMap[i]->Write();     
	/* 
	for(Int_t ianode=0; ianode<anode; ianode++ ){                           // BL!!!
 	  hModuleSideBL[i][ianode]->Write();
	  Baseline->Write();
 	}
	*/
      }
  }
  
  oFile->Close();
  cout << "Clear memory" << endl;
  for(Int_t imod=0; imod<nSDDmodules;imod++){
    for(Int_t isid=0;isid<2;isid++){
      Int_t index=2*imod+isid;       //260*2 position
      delete hModuleChargeMap[index];
      delete hModuleCountsMap[index];       
      /*
      for(Int_t ianode=0; ianode<anode; ianode++ ){                              // BL!!!
	delete hModuleSideBL[index][ianode]; 
	delete Baseline;
      }
      */
    }
  }
  delete hModulePattern;
  delete hModuleSidePattern;
  delete hModuleCarlos;

}
Exemple #3
0
void makePUM0Table()
{
  const TString l1_input = "/mnt/hadoop/cms/store/user/luck/L1Emulator/minbiasHIanalyzer_withregions.root";
  TFile *lFile = TFile::Open(l1_input);
  TTree *l1Tree = (TTree*)lFile->Get("L1UpgradeAnalyzer/L1UpgradeTree");

  Int_t l1_event, l1_run;
  Int_t l1_num;
  Int_t region_hwPt[NREG], region_hwEta[NREG], region_hwPhi[NREG], region_tauVeto[NREG];

  l1Tree->SetBranchAddress("event",&l1_event);
  l1Tree->SetBranchAddress("run",&l1_run);
  l1Tree->SetBranchAddress("nRegions",&l1_num);
  l1Tree->SetBranchAddress("region_hwPt",region_hwPt);
  l1Tree->SetBranchAddress("region_hwEta",region_hwEta);
  l1Tree->SetBranchAddress("region_hwPhi",region_hwPhi);
  l1Tree->SetBranchAddress("region_tauVeto",region_tauVeto);

  const TString forest_input = "/mnt/hadoop/cms/store/user/luck/L1Emulator/minbiasForest_merged_v2/HiForest_PbPb_Data_minbias_fromSkim.root";
  TFile *fFile = TFile::Open(forest_input);
  TTree *fEvtTree = (TTree*)fFile->Get("hiEvtAnalyzer/HiTree");
  TTree *fSkimTree = (TTree*)fFile->Get("skimanalysis/HltTree");

  Int_t f_evt, f_run, f_lumi;
  Int_t hiBin;
  fEvtTree->SetBranchAddress("evt",&f_evt);
  fEvtTree->SetBranchAddress("run",&f_run);
  fEvtTree->SetBranchAddress("lumi",&f_lumi);
  fEvtTree->SetBranchAddress("hiBin",&hiBin);

  Int_t pcollisionEventSelection, pHBHENoiseFilter;
  fSkimTree->SetBranchAddress("pcollisionEventSelection",&pcollisionEventSelection);
  fSkimTree->SetBranchAddress("pHBHENoiseFilter",&pHBHENoiseFilter);

  TFile *outFile = new TFile("HI_PUM0_evtsel_out.root","RECREATE");

  std::map<Long64_t, Long64_t> kmap;

  // choose loop over l1 tree first (smaller)
  //std::cout << "Begin making map." << std::endl;
  Long64_t l_entries = l1Tree->GetEntries();
  for(Long64_t j = 0; j < l_entries; ++j)
  {
    l1Tree->GetEntry(j);
    Long64_t key = makeKey(l1_run, l1_event);

    std::pair<Long64_t,Long64_t> p(key,j);
    kmap.insert(p);
  }
  //std::cout << "Finished making map." << std::endl;

  outFile->cd();

  TH1I *hists[22][18]; // [eta][pu bin], arbitrary value of 18 for # bins in pu
  for(int i = 0; i < 22; ++i)
    for(int j = 0; j < 18; ++j)
    {
      hists[i][j] = new TH1I(Form("hist_%d_%d",i,j),"", 1024,0,1024);
    }

  TH2I *centPUM = new TH2I("cenPUM","",200,0,200,396,0,396);
  int count = 0;

  Long64_t entries = fEvtTree->GetEntries();
  for(Long64_t j = 0; j < entries; ++j)
  {
    //if(j % 10000 == 0)
    //  printf("%lld / %lld\n",j,entries);

    fEvtTree->GetEntry(j);
    Long64_t key = makeKey(f_run, f_evt);

    std::map<Long64_t,Long64_t>::const_iterator got = kmap.find(key);
    if(got == kmap.end() ) {
      continue;
    } else {
      l1Tree->GetEntry(got->second);
      kmap.erase(key);
      count++;

      fSkimTree->GetEntry(j);
      if((pcollisionEventSelection == 1) && (pHBHENoiseFilter == 1))
      {

	//int pubin = (int) ( (double)hiBin * (18.0/200.0));
	int PUM0 = 0;
	for(int i = 0; i < NREG; ++i)
	{
	  if(region_hwPt[i] > 0)
	    ++PUM0;
	}
	int pubin = PUM0/22;
	if(pubin == 18) pubin = 17; //special case for every region firing
	for(int i = 0; i < NREG; ++i)
	{
	  hists[region_hwEta[i]][pubin]->Fill(region_hwPt[i]);
	}
	centPUM->Fill(hiBin,PUM0);

      }
    }
  }

  std::cout << "cms.vdouble(";
  TH1D *hists_eta[22];
  for(int i = 0; i < 22; ++i)
  {
    hists_eta[i] = new TH1D(Form("hists_eta_%d",i),"",18,0,17);
    for(int j = 0; j < 18; ++j)
    {
      double Mean = hists[i][j]->GetMean();
      double MeanError = hists[i][j]->GetMeanError();
      hists_eta[i]->SetBinContent(j,Mean);
      hists_eta[i]->SetBinError(j,MeanError);
      std::cout << Mean*0.5;
      if(!((i == 21) && (j == 17))) std::cout << ", ";
    }
  }
  std::cout << ")" << std::endl;

  for(int i = 0; i < 22; ++i)
  {
    hists_eta[i]->Write();
    for(int j = 0; j < 18; ++j)
    {
      hists[i][j]->Write();
    }
  }
  centPUM->Write();


  //std::cout << "Matching entries: " << count << std::endl;

  lFile->Close();
  fFile->Close();
  outFile->Close();
}